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Physiological and Neurological Theories on Delinquency

This post will look at physical and mental reasons for delinquent behavior. The ideas presented here can be useful for teachers who also deal with youths who participate in delinquent behavior.

Biosocial

The biosocial theory of crime is in many ways a spin on the nature vs nurture debate. Supporters of biosocial theory believe that a combination of personality (nature) and environment (nurture) influence delinquent behavior. Such a premise seems reasonable as people have natural talent but they also develop skills and traits based on the environment in which they grow up as a child and beyond. Teachers are aware of this because of the classroom environment that they establish as they train children.

Concerning nurture, genetics have been studied to understand delinquent behavior. Researchers have found strong relationships between parents and children, twins, and siblings in terms of associating with delinquent behaviors. In other words, crime often runs in the family. Of course, there are many instances of people choosing to take their life in a different direction from the example that was set by relatives. Again, many teachers have seen good kids come from bad families and vice versa. Often it seems there is no way to know how a child will turn out when you meet them.

Several factors are related to biosocial theory in terms of the nurture aspects. For example, there have been biochemical arguments made that state that chemical imbalances brought on by a poor diet can contribute to delinquent behavior. These imbalances can cause hormonal issues as well and this can be critically important due to the natural hormonal changes of teenagers. However, it must be mentioned that many people suffer from biochemical imbalances and never commit crimes. Therefore, there must be something else going on to attribute delinquent behavior to.

Many of the ideas related to diet are also related to Maslow’s Hierarchy of Needs. If students are not getting enough to eat then studying is almost impossible. The need to provide for these biochemical concerns is perhaps one reason for the school meal programs that are ubiquitous today.

Other Theories

One other theory of delinquent behavior is arousal theory. This theory essentially states that some youth commit crimes for thrill-seeking reasons. In other words, they commit crimes for fun. Teenagers often are seeking new experiences as they push the boundaries of what they’re capable of. In addition, this would also help to explain why kids in stable, comfortable homes act out and make poor choices. Most young people want to have fun and the thrill of crime is one avenue for them to achieve this.

Another theory is tied to evolution. The evolutionary theory of delinquency states that impulsive men are often more successful in reproducing with multiple women due in part to their impulsive and often aggressive behavior. As such, these traits of aggression and unpredictability are passed on to the next generation and this process is repeated. Over time, this leads to a population becoming more and more willing to committ acts of violence and crime

The evolutionary theory is interesting but seems difficult to prove conclusively as there may be no known way to test this experimentally. In many ways, this is another variation of focusing on nature as the cause of delinquent behavior

Conclusion

The takeaway for teachers is that there are multiple reasons why a youth may become a delinquent. In addition, given the multitude of explanations, it appears that there is not a great deal of agreement on what motivates youth to participate in delinquent acts.

houses near concrete road

Focal Concerns and the Classroom

Focal concerns is a theory developed by Walter Miller in the late 1950s that tries to explain cultural deviance among criminals and delinquents. Miller’s work was focused specifically on cultural deviance among the poor. In his work, he found several cultural values of the poor that he believes contribute to violent and illegal behavior. Below is a list of the focal concerns he found

  • Trouble
  •  Toughness
  •  Smartness
  •  Excitement
  •  Fate
  •  Autonomy

These concerns may not only explain criminal behavior but may be useful in understanding misbehavior in the classroom as well.

Trouble

According to Miller, among the lower class, the ability to cause and deal with trouble is an important value or focal concern. Drug use, alcohol abuse, and promiscuity are all ways of making trouble. Dealing with trouble is also valued. For example, being able to handle one’s self in a physical altercation or deceive someone are ways of garnering respect.

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Within the classroom, there are always students who pride themselves on causing trouble. TO frustrate the teacher and other students is a form of prestige and pride for the problem student. Therefore, what a teacher needs to do is remove the honor of causing trouble for a student who is seeking the prestige of causing trouble. For example, a teacher who does not get upset when a student’s poor behavior is denying that student the prestige of angering the teacher. In the field of behavioral psychology, this is called extinction.

TOughness

Toughness is focused on physical prowess and emotional control. In general, this focal concern is focused on males. Male members of the lower class who can attain physical strength along with some degree of stoicism garner more respect than males who cannot do this.

The same idea applies in the classroom. At least on the surface, many disruptive male students want to show how strong and un-feminine they are. A student might demonstrate their toughness by how they respond to discipline. By laughing or appearing in different the student is exerting indifference and perhaps flippancy in the face of extreme punishment.

Smartness

Smartness relates to knowing how to survive on the streets. This is more of a passive-aggressive skill in that it is defined as being able to outsmart or out-con an individual rather than face them head-on in a confrontation. For example, a delinquent might be tough but stupid, and vice versa. Smartness is a skill of deception rather than raw power.

Smartness in the classroom might be a student who is skilled at getting away with something or who knows how to do the minimum while still getting the grades they want. A student with smartness is annoying to a teacher, especially one who wants to teach the student a lesson.

Excitement

Excitement, according to Miller, is a desire for fun. Excitement is not a focal concern of just the lower class but perhaps of people in general. It seems that everybody wants to have a good time. Perhaps the difference might be in how the lower class has fun compared to other socioeconomic groups.

All kids want to have fun but the difference for the disruptive student is how much fun they want to have. Often difficult students have a higher need for fun compared to other students which is why they are causing problems in the classroom. The problems and fights with the teacher are fun for some students.

Fate

Fate is a superstitious view of the world. For example, some are lucky and some are not. There is no rhyme or reason to the world in terms of success. There is little concern for fairness in this supposed fundamental belief of criminals and the poor.

Fate is an idea that students of users when they get caught doing something inappropriate. They will blame their downfall not on the evil act they committed but on the fact that the teacher got lucky when they caught them. This is a way of excusing poor behavior as acceptable.

Autonomy

Autonomy is not independence from bad luck but rather independence from those with authority. Autonomy essentially means not having to obey anybody especially individuals outside of the local hierarchy. Therefore, resisting the police is a way to protect one’s autonomy

In the classroom, students are frequently concerned with having some sort of autonomy. When students break rules it is because he or she wants to do something instead of following rules. One strategy to deal with this is to use reverse psychology on the student and respect their autonomy. Autonomy is not bad but misguided. Giving the student choice for good and bad behavior is a way to encourage cooperation while still respecting the need for autonomy.

Conclusion

Miller’s works are considered outdated today. This is because of the push and desire for racial and gender equality and that poverty cannot be attributed to socioeconomic status. Whatever the case focal concerns provide another avenue for encouraging childhood disobedience.

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Types of Planning

Planning is a critical part of the educational process. Teachers plan every day what they will do. Administrators might actually do more planning than the teachers at times. Due to the nature of their position, leaders need to make many different types of plans to guide their institutions. In this post, we will look at some of the different types of plans that are used by institutions.

Hierarchical Plans

Hierarchical plans are plans that have levels to them. There are several types of hierarchical plans. Some of the hierarchical plans include strategic administrative and operating plans. Each of these plans serves a specific purpose within an institution.

Strategic plans explain the general position of the school in terms of mission and vision. The strategic plan may also include a philosophy statement of what the institution is about. This is perhaps the highest level at which planning can take place. In addition, most accreditation agencies expect some sort of mission and vision statement along with evidence of how these statements are communicated to shareholders.

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The administrative plan is for determining the allocation of resources within an institution. Another way to see this is the administrative plan explains how resources are distributed for the achievement of the mission and vision statement of the strategic plan. The purpose behind this is that resources must be shared to achieve the mission statement of the institution and thus the strategic plan guides the administrative plan which is focused on implementation.

Lastly, the operating plan deals with the day-to-day running of the institution. After the vision is set, and the resources are distributed, the operating plan uses the resources daily. This can include salaries, lesson plan development, grade submission, activities for students, etc.

Frequency of use plans

There are of course other plans besides the hierarchical plans mentioned above. Another type is frequency of use plans. These are plans that are referred to often in the day-to-day of the institution. Standing plans include the rules, policies, and procedures of an organization. Policies guide decision-making and guide behavior. Examples can include policies and professional development which are often not rigid and can be negotiated with the school or committee in charge of this process.

Rules are stricter than policies and remove the interpretation that can happen under policies. For example, it might be a rule that teachers can only spend a certain amount of money on travel per year. Lastly, Procedures specify steps to take to complete a task, such as logging into the institution’s email system.

Some plans might only be used once. These can include budgets that are used once a year and then updated. Other examples can be plans for a project which has a specific start and end date. Once the project is over the plan will probably not be reused again.

Other PLans

There are also several other miscellaneous plans. Time-frame plans are plans based on the duration of the plan. Short plans are less than a year and an example would be most lesson planning. Medium plans last up to five years and are generally institutional-level plans to meet accreditation expectations. Lastly, long-term plans are over five years in length and are generally long-term development plans for an institution.

Plans can also be focused within a specific scope of the institution. There could be specific plans for various departments within a school. In addition, plans might only involve specific stakeholders. For example, there might be plans that only affect teachers or only affects students. Lastly, there are also contingency plans which are plans that usually deal with emergencies such as fires or natural disasters.

Conclusion

Planning is always going to be a major responsibility of institutions as they look for ways to support their stakeholders. The examples shared here are probably plans that many have made before but may not know the exact terminology involved. Therefore, hopefully, what was shared here is insightful.

Overview of Intro to a Research Paper VIDEO

Writing a research paper is an extremely challenging experience. The beginning in particular is perhaps the most difficult part as it is unclear what to do. The video below provides an overview of the different components of the introduction of a research paper.

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Historical Ways of Supporting Children

Today there is a huge industry that looks to support children from unfortunate backgrounds. These can be kids who come from broken homes, have learning disabilities, and or from a generally poor background. Whatever the case, these problems have been around in one way or another for a long time. In this post, we will look at how such unfortunate were supported in the past.

Middle Ages

During the Middle Ages, families in Europe were primarily patriarchal in nature. The father had a great degree of authority over his family. Among the poor, most children had to endure harsh discipline and no real sense of childhood. As soon as possible a child was expected to work and help the family. Boys would learn blue-collar skills such as farming or blacksmith while girls would learn domestic skills such as cooking and caring for children.

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Among the wealthy things were slightly better. Wealthy children received a superior education being able to study such things as the classics and Latin. Boys of the upper class would focus on warfare while girls would continue to develop domestic skills. One thing the rich had in common with the poor was harsh discipline.

Things Begin to Change

During the Enlightenment, there are some changes to the structure of the family. The extended family gave way to the nuclear family. Schools become more common and even higher education becomes something that the middle class can take advantage of.

Various thought leaders (could philosophers in those days) began to share new views on child-rearing. Rousseau, Lock, and Voltaire all spoke of “childhood” as a unique part of life and how there should be more leniency in disciplining children. The ideas of childhood being a separate part of life and the need for different methods of disciplining children would influence reforms in juvenile justice.

Supporting Unfortunate Children

During this same time of the Enlightenment, there were several efforts to support poor or disadvantaged children. England had poor laws which allowed a family to care for a neglected child and teach them a trade. The neglected child had no choice and had to work for this family. An entire industry sprang up to identify children who were neglected. Naturally, there were times when this system was abused by the family and even by the children at times.

Another similar way of supporting children was apprenticeships. It’s hard to tell the difference between poor laws and apprenticeships. The main difference may be that apprenticeships were available to anybody and not just poor children.

Both poor laws and apprenticeships were used in Europe and the USA. Such a system helps to keep kids off the street and gives them a skill by which they can support themselves and maybe a family one day. Eventually, this system of supporting young people would give way as many master craftsmen were put out of business by the rise of factories which negated the need for an apprentice. Children could skip this process and go straight to the factories to work and this is what happen for several decades before laws were passed to require school attendance.

Conclusion

Children will always make mistakes and challenge authority. However, the blatant disrespect of today was not found in the past. The harsh discipline that children experienced during the Middle Ages helped to temper disrespectful behavior. Of course, children were still found to commit crimes and hurt each other but the contempt for authority was not as strong as is found today.

floor plan on table

Planning Process of Managers

In this post, we will look at planning from the perspective of business managers. The five-step process below explains how managers plan. While considering this we will look at how teachers address planning in a slightly different way.

  1. Developing Awareness of Current Situation

Before plans can be made a manager must be aware of the current state of the context. Developing this knowledge of the current state of the situation is called developing awareness. It is hard to plan when one does not know what is already going on. Within education, a needs assessment is sometimes used to develop a map of the current challenges the institution is facing

Once a manager has an idea of what is going on within the setting for which they are needed for decision making they can now move to actually develop a plan.

2. Establishing Outcome(s)

Step two involves making outcome statements. Outcome statements explain where the team is trying to go or is heading. These statements are end statements that indicate how things should be different once the plan is over. An example of an outcome statement would be “improving customer retention by ten percent.” This statement clearly has something that can be measured and thus can be used as an outcome.

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In education, it is common for teachers to have goals and objectives. Goals tend to be broader and unmeasurable but still serve the function of guiding a teacher. A simple example of a goal would be “be the best.” On the surface, this statement does not have meaning have much meaning but it does establish a general sense of direction. Objectives are much more narrow but easily measured. An example of an objective would be “after training, the salesmen in appliances will boost sales of appliances by 10% within 6 months. In this example, everything seems to be laid out. When planning is focused on goals and action it is called goal planning.

3. Premising

Premising involves analyzing the assumptions that managers have about the current plan. In addition, premising can be used to determine what resources and materials are needed to complete the plan.

For example, a manager is planning to place their kitchen supplies on sale. Obviously, the manager is assuming they have enough supply of kitchen supplies that a sale is warranted. In addition, the manager is also assuming they can advertise on the days they want. These assumptions need to be checked because assuming them could be disastrous.

In education premising is not as common in the middle of the context as it is in the very first step.

4Course of Action

In step 4, a manager starts to determine how to move their team from the current state to the outcome state. This can involve creating action statements which are statements that indicate the way a goal will be achieved. For example, if an organization is trying to boost sales an action statement might involve sending people for training in new products. In other words, product training is the action for achieving the outcome of increased sales.

The ideas in this process are highly similar to what is done in education. Instead of an action statement. The main difference is terminology in which education is focused on objectives while management is focused on action statements.

5. Supportive Plans

Supportive plans are additional plans that help to achieve a larger plan. For example, it was mentioned how workers might need training to boost sales. Boosting sales is the main plan but it might be needed to make a supportive plan to get workers trained on new products.

Teachers might make supportive plans on accident and probably don’t see or consider them as supportive plans. For example, if a teacher is teaching math that is too difficult for the students, the teacher might make a supportive plan to provide remedial reteaching to help catch the students up.

Conclusion

Planning is a critical part of management. Teaching involves extensive planning. The goal here was simply to show a different way of planning as derived from the business world. The ideas presented here may be useful for some.

brown wooden gavel on brown wooden table

Juvenile Court Process

In this post, we will examine the juvenile court process. This process is involved when young people commit crimes and they have to experience “the system” while legal experts try to work out what is best for those involved.

There are different ways to split up the process and explain it. However, for our purposes, we will divide the process into the following steps

  • Detention
  • Intake Decision
  • Adujdication and diposition

Each of the above bullets are explained below.

Detention

When a youth is accused of committing a crime and is detained by police one of the first questions to answer is where to keep them. The answer to this question is the first step in the juvenile court process and is called detention.

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Essentially there are two choices, the youth stays in a government facility, which is called custody, or they stay at home. Approximately 1/4 of delinquents stay in custody and the rest and sent home. The decision for detention is the equivalent of a bail decision for an adult.

The people in charge of determining the type of detention are the probation officer and or prosecutors and the decision is made at a detention hearing. If a child is detained it is the equivalent of being sent to jail. Initially, the child will probably be kept in a county-run facility and this will change when the legal process is complete.

Once in detention, there are two common types and these are secure and non-secure. A secure facility is again more akin to jail. A non-secure facility is similar to a group home. There are no locks and the youth could run away with ease if they desired. Where a child is placed depends on the severity of the crime they are accused of.

Once a child is placed in a facility state governments usually offer some sort of treatment while sorting out the legal process. Examples include behavior modification, working towards a GED, and or vocational training. Any or all of these may be available in addition to other forms of treatment not mentioned.

Intake decision

Once the detention decision is made the next step in the process is called the intake decision. At this stage, the probation officer and or prosecutors decide if they will file a petition, which is the equivalent of pressing charges. Whether a petition is filed or not depends on the amount of evidence and consideration of what is best for all parties involved.

If a crime is serious enough it can be transferred or waived to adult court. The criteria for sending a youth to adult court varies from state to state but most if not all states have a process for doing this. Normally, only serious crimes are moved to adult court such as murder.

A child may not face a petition if the probation officer and or prosecutors choose a different route to complete the legal process. Another way to complete this process is called an informal adjustment. An informal adjustment is dealing with the accusations against the youth without a petition. For example, if a kid is caught making graffiti an informal adjustment may be that the child agrees to pay for the damages and repaint the wall.

Adjudication & Disposition

Once the court proceedings are complete the petition is found to be true or not true, which is the equivalent of guilty or not guilty. When the petition is found to be true another term for this is adjudicated.

Once adjudicated the youth then faces a disposition, which is the equivalent of sentencing. At this step of the process, the youth receives their “punishment.” The child could be committed to a state-run facility which is essentially prison, they could be placed on probation or a host of other options.

An interesting note, Plea bargains are also common among juveniles accused of crimes but jury trials are not. The reason for this is philosophical as many believe that juvenile court should be different from adult court due to the accused individual’s age.

Conclusion

The juvenile court process is unique. Hopefully, a young person never has to be involved in this system. However, for those who do make mistakes, this system is in place to try and help those involved.

man in black shirt and gray denim pants sitting on gray padded bench

Routine Activities and Rational Choice in the Classroom

Students and delinquents have many things in common. One thing they have in common is making poor decisions. This post will examine some theories of how youth and delinquents make choices. In particular, we will look at two theories found in the field of criminology and apply them to the classroom these theories are

  • Routine activities
  • Rational choice

Routine Activities

A theory on explaining poor decision-making is explained from the routine activities perspective. This theory states that it is normal behavior that contrivutes to criminal behavior for delinquents and perhaps bad behavior in the classroom.

According to this theory, several criteria help to predict a youth’s actions and they are.

  • The quality of the target- An easier target is more inviting than a difficult one
  • Level of motivation-If a youth is looking for trouble they can generally find it
  • Lack of supervision-If there are no authority figures nearby making a poor choice is easier.

In the classroom, these dynamics interact frequently. Disruptive students will look for other students who are easy to sway to join them and or are easy to pick on which is an example of quality. In terms of motivation, most teachers would agree a child can find a way to get into trouble if this is what they desire. Lastly, supervision is one of the main components of difficult behavior in the classroom. Some kids are impulsive and the level of supervision makes no difference. However, many kids will wait for when they believe they can get away with what they want to do.

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The natural extension of routine activities perspective in terms of preventing poor behavior is to neutralize the three criteria listed above. For example, if a disruptive student cannot find quality targets it may help to eliminate poor behavior. One way teachers do this is by moving a difficult student to another part of the classroom or outside the class. When targets are gone behavior should hopefully be appropriate.

Motivation is the second criterion and this can be neutralized through appropriate disci[pline. For example, a behavioral approach would provide the appropriate reinforcement and punishment that will modify the behavior and or the motivation. When there is no longer a desire to act inappropriately because the stimulus is negative the poor actions of the youth may cease.

The last criterion was supervision. It is difficult to always have eyes on students. However, it is often more beneficial for students to think that the teacher is watching them at all times. The technical term for this is withitness which is an awareness of what is happening in the classroom at all times. Developing this ability takes experience but a teacher can never get into the “zone” when teaching because the students will notice the absentmindedness and move to make poor choices.

Rational Choice Theory

Rational choice theory is another view on decision-making. In this theory, delinquents decide to commit crimes based on opportunity and reward vs cost. These two criteria sound similar to the routine activities approach. However, rational choice theory takes into account that delinquents do not always plan their behavior carefully and that sometimes they are spontaneous in what they do. In other words, to assume completely random behavior and totally well-thought-out behavior from youth is unreasonable. Rather youths actions are somewhere between the two extremes of impulsiveness and calculation

In the classroom, this has played out before. Disruptive students look for opportunities and may consider the risk-reward factor. However, just as rational choice states students will not consider all the consequences of their actions.

Conclusion

What these two theories have in common is opportunity. Movement is one way opportunity arises. For example, if the teacher moves to the other side of the room it will provide an opportunity for a student to cause problems. The same if a victim walks into the wrong part of town. As people move around it provides and removes opportunities for criminal behavior or poor behavior in the classroom.

Off course, no single theory or several theories can explain everything about a phenomenon. The same idea applies in this context of trying to understand why youth and delinquents make poor choices.

eggs in tray on white surface

Interpersonal Maturity Levels and Delinquency

This post will look at a theory on development that is not often covered in teacher preparation courses. The theory we will look at is called Interpersonal Maturity levels and was developed in 1957 by Sullivan, Grant, and Grant in 1957. This continuum of maturity was developed primarily to explain delinquency. We will look at this theory within the context of delinquency and extend its use to the classroom.

Defining Interpersonal MAturity LEvels

  1. Level 1-A persons can discriminate between themselves and someone else
  2. Level 2-A person separates between persons and objects
  3. Level 3-Begin to learn rules and move within an environment
  4. Level 4-Begin to see things from another person’s perspective
  5. Level 5-Begins to notice patterns in behavior and roles in a society
  6. Level 6-Learn the difference between who they are and the function(s) they play
  7. Level 7-Learns and implements various methods for dealing with the world

Levels 1-3 are often related to babies and small children and don’t apply to delinquents. Delinquents are often found to be somewhere between levels 2 through 4. Level 4 is especially telling because it indicates a lack of empathy for others. Another important point is that youths who commit crimes are unsurprisingly not fully developed regarding their understanding of interpersonal relationships. They do not see how their actions are detrimental to other people.

The Classroom

Teachers may encounter these various levels of interpersonal maturity as well. Students who only care about themselves and their own pleasure are probably at lower levels of interpersonal maturity. Students struggling with their various societal roles and overcoming these challenges are probably at a higher level. Teachers need to be able to support students at different levels of interpersonal maturity to the benefit of the student and other students in the classroom.

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Lower-level students will need to develop an awareness of the perspective of others. This could be achieved by asking them questions about how others perceive their actions. In addition, asking them reflective questions about their impulsive actions could help them become more mindful of the people around them.

Students who are more mature in terms of interpersonal relations need more help finding practical answer’s to life’s problems. Perhaps for them, modeling could be a good tool. Given that teachers are usually older and have more experience than their students, the teacher can offer life advice and share with the students how they faced similar life challenges at their age.

Conclusion

No theory explains everything about a phenomenon. INterpersonal maturity plays a role in delinquent behavior. The ideas presented here help people to understand why young people choose to disobey. Since teachers deal with delinquent young people, it is possible that this theory’s ideas can help them understand we kids disobey in the classroom.

rear view of a silhouette man in window

Factors Leading to Crime

Studies of the demographics of convicted criminals have led to several insights into traits that put a person at a higher risk of committing crimes. IN this post, we will look at various demographic traits that put a young person at risk of committing crimes.

Age

Young adults ages 18-21 are leaders statistically in acts of murder, rape, robbery, and aggravated assault. Since people have a tendency to commit crimes against peers, teenagers and Young adults are victims of crimes at a disproportionate rate. People ages 12-24 make up 22% of the population yet commit 35% of the murders and 49% of all victims of serious violent crimes. In other words, not only are young people generally more dangerous, but they are also at a higher risk of suffering from a violent crime.

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There has been speculation as to why young people are more prone to criminal behavior. Among some of the ideas are the lack of experience and the inability to weigh the consequences of poor choices. In addition, young people often have the freedom of adulthood without the corresponding responsibilities such as career and family. Lastly, given their inexperience, young adults are still determining their own limits and the limits of the society in which they live.

Gender

When it comes to crime, men are the primary perpetrators. For example, 74% of all arrests were men in 2019. The only crime in which women outperform men in terms of arrest is prostitution, in which 67% of the arrest are women while 33% are men. The only category in which there is any balance in terms of arrest are several white-collar crimes such as fraud (60% men vs. 40% female) and embezzlement (51% male vs. 49% female).

The reason for this difference is not clear. Traditionally, men have been more physically aggressive and less risk-averse than women. In addition, there are known hormonal differences between men and women as well when examining things such as testosterone and estrogen. For students, this implies that a young person is likelier to be without a father than a mother. This can have consequences regarding behavior and a general need for attention.

Economic

An individual’s economic situation is yet another factor in criminal behavior. About 76% of men and 85% of women in prison made less than $38000 per year before being sent to prison. Anything below $32000 is considered poor. Keep in mind that it is difficult to track the income of criminals and that the cutoff is being pulled to the right by the occasional drug kingpin and white-collar crook.

The poor are also victims of crime at a higher rate, with about 63% of violent crimes being perpetrated against poor and low-income people. A tanking economy and job loss can sometimes motivate undesirable behavior that could also have legal ramifications for people. This is important because adult criminals often have children who go through the school system without parental support.

Race

Race is another controversial factor in terms of criminal behavior. Among juveniles, blacks comprise 34% of all arrests. Half of all violent crimes are committed by blacks, even though blacks make up about 12% of the population.

Many contests such numbers and blame such behavior as racial profiling by the police. However, explaining any behavior or number with one factor is never simple or easy. AS such, it is not completely clear why there is such a disparity in criminal behavior based on race. Relating this to students may imply that students of color may need more assistance from teachers as they are more likely to have committed or know somebody who has committed a crime.

Education

High school dropouts are ten times more likely to go to prison when compared to college grads. Furthermore, states with higher levels of educational attainment have corresponding lower levels of crime. Generally, more education implies better jobs for people.

For students, opening their eyes to the benefits of education can keep them off the streets. In addition, some young people may be at a higher risk if they come from a home that does not value education.

Religion

Lastly, religion plays a role in preventing crime. Adolescents who attend a religious service weekly have lower rates of shoplifting, assault, and theft when compared to students who never attend a religious service. With religious activity comes a decrease in criminal activity.

One theory behind this is the hellfire hypothesis which implies that people avoid various criminal activities for fear of angering whatever higher power they follow. IT should also be noted that many religions discourage criminal behavior while encouraging respect for local authorities.

Conclusion

The traits shared here are not self-fulfilling prophecies. Young people do not have to commit crimes, nor do men or people who did not attend college. On the other hand, being older, female, or religious does not mean that a person is not capable of breaking the law. Trends found in data are different from individual choice.

pineapple on wall decor

Juveniles and Property Crimes

Property crimes are a common form of delinquency among young people. Theft, in general, leads to over 80,000 arrests each year. Theft can cover many crimes such as car stealing or taking items from another person’s home. In this post, we will examine some common ways young people are involved in property crimes.

Shoplifting

Shoplifting is a common crime among youth but not as common as one would think. Approximately 25% of all shoplifters are juveniles, meaning most shoplifters are not children. However, about 47% of high school students have admitted to shoplifting something within the past year. This implies that juveniles are not caught at the same rate at which they steal and that juveniles are better at getting away with shoplifting than adults. Shoplifters are rarely caught, with only 5-10% being apprehended.

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When people, including juveniles, are caught shoplifting, they often share such excuses as “it was an accident” or “the item is actually mine.” Of course, this doesn’t work, and now the youth is facing some consequences. Usually, the punishment is not that serious. In some states, small-time shoplifting is not enforced. In other states, the penalty can be a fine and or time spent in jail.

Auto Theft

Stealing cars is another common property theft crime for youths. In 2019, about 13,000 juveniles were arrested for auto theft. Juvenile often steals cars for rather superficial reasons. For example, it is common for young people to steal cars for the adrenaline rush of committing a crime. Another common reason is just for a joy ride. In other words, young people often steal cars for fun.

This is not to say that there is never a financial motivation for stealing cars. Adults often steal cars for momentary gain through selling the car and or the parts that make up the car. For whatever reason, the penalties for auto theft can range from up to two years in prison and or up to $10,000 in fines.

Vandalism

In 2019, 31,000 juveniles committed vandalism. Unlike the other examples of property crimes mentioned earlier, there appears to be no financial motivation for committing vandalism. Youths often vandalize property to express themselves, boredom, as a form of expression, and to join a gang or peer pressure.

Vandalism can lead to fines and or up to one year in jail. Vandalism can be classified as a felony if the act is serious enough.

General causes of property crime

The root causes of property crime are often the same as the root cause of most problems. Family issues are one of the main factors for crime. Youths from broken homes are missing the care and attention they need to make wise choices.

Another common cause of property crime is drug use. For example, a young person may turn to theft to fund a drug habit. In either case, there are motivating factors for the poor decision-making of many youth offenders.

Conclusion

Property crimes are one of many crimes that plague society today. People have their motivation for doing this even if committing propriety crimes is not the best decision. The unfortunate consequences can and do, at times, complicate a person’s life going forward.

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Causes of Youth Violence

It is not a secret that sometimes youths make poor decisions, leading to them committing acts of violence. According to the CDC, acts of violence committed by youth cost over $100 billion annually. One example of violence committed by youth is simple assault which makes up over 40% of crimes committed by juveniles. Other crimes committed by young people include larceny, aggravated assault, vandalism, robbery, motor vehicle theft, and homicide. Given the nature of these crimes, we will look at some of the causes of youth violence.

Drugs

A major factor in youth violence is drugs. Approximately 80% of minors in the juvenile justice system in the US committed their crime while under the influence of drugs or admitted to having a drug problem. In addition, between 1.9 and 2.4 million minors in the juvenile justice system have a drug problem.

Experts call this relationship between drugs and crime a psychopharmacological relationship because drug use was a factor in criminal behavior. Other crimes associated with drugs include:

  • The manufacturing of drugs.
  • Theft of drugs.
  • Scams.
  • Disputes over drugs.
  • The use of illegal drugs.

Among the legal charges, a youth can face from drugs includes drug possession, drug trafficking, and drug manufacturing. If they remain on a young person’s record, any of these charges can have long-term implications for education and job opportunities in the future. This all assumes that a juvenile does not lose their life from an overdose or experience related to drug behavior.

Family problems

Problems within the family can also lead to youth violence. Today, many homes no longer fit a traditional pattern of married biological parents supporting children. In addition, sexual abuse to about 1 in 6 boys and 1 in 4 girls in the USA. Furthermore, 90% of the victims experience this trauma at the hand of someone they knew.

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The signs of sexual abuse are difficult to tell among teenagers as they vary wildly at this age. However, some things to look for are changes in behavior and emotions. The trauma they have experienced in their personal life could lead to poor choices in behavior outside of the home.

Single-parent homes can also lead to poor choices. For example, one study found that a 10 percent rise in the number of youths living in a single-parent home leads to a 17 percent jump in crime caused by juveniles. In general, as the family breakdown, there is an increase in the crimes committed by young people.

Mental Health

Mental health is another factor in criminal behavior among young people. About 65% of juveniles arrested for a crime have a mental health issue. About 1 in 7 of all young people, in general, have a mental health issue. Given the impulsive nature of teenagers, it should be no surprise how mental health issues can make things even worst.

Of course, the concepts influence each other. Drug abuse can lead to mental health issues, and mental health issues can lead to drug use. Crime can lead to drug use and or mental health issues and vice versa. Sexual abuse can lead to drug use and or health issues. These ideas are interconnected, but you have to decide what you are looking for when developing a model.

Conclusion

Young people face many challenges today. From broken homes to threats to their physical being to challenges with mental health, young people have to be vigilant. If a youth goes down the path of violence, it is always important to see what factors lead to such a faithful decision.

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Leadership Preferences and the Classroom

Dorfman et al. did a study back in 2004 in which they looked at how people from different cultures rated leadership. The team broke leadership down into six components listed below.

  • Charismatic-The ability to motivate and inspire others.
  • Team orientation-The ability to develop a highly functioning team.
  • Participative-The ability to get others included in the decision-making.
  • Humane-oriented-The ability to show empathy and compassion,
  • Autonomous-The ability to be independent and reflect this to the team
  • Self-protective-The tendency of the leader to use face-saving approaches

Naturally, different countries identified differently with each of these components. For example, Asian countries considered self-protective skills highly important, while participation wasn’t as important. Western English-speaking countries were the opposite. The point is not to dwell on the details of the research but to point out that if countries have various skills they find important in leaders, it is not unreasonable that students at an individual level are going to want specific skills in teachers who are leaders of classrooms.

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For the teacher, some students are going to want a charismatic teacher, while other students may want a teacher who is human-oriented. The teacher may naturally tend to emphasize autonomy in their leadership approach. The point is not to condemn one approach over the other but rather that the teacher must be aware of what the students are looking for in a teacher while also being aware of their own natural tendency as a teacher.

Suppose a teacher tends to be participative in their approach, but this is not working with students. In that case, a teacher needs to look for ways to overcome this situation. Perhaps a more authoritative approach is appropriate in particular situations. This often goes against what one is taught when becoming a teacher, but the most important tenet of education is helping students to be successful. Helping students be successful may involve ignoring other tenets of education, such as developing a participative classroom environment.

Traits and Behaviors of Leaders

Den Hertog et al. did a study in 1999 looking for traits and behaviors that people admire in leaders and people in general. The positive traits are listed below.

  • trustworthy, smart, honest, planning, encouraging, positive, dynamic motivator, confidence builder, dependable, decisive, bargained, problem solver, administrator, communicator, informed, team builder

These traits mean that if people see them in an individual, such as a person who is in authority, they will admire these traits in that person. The study was worldwide, so these are traits that may be universal. What is also important to point out is these are traits that students like to see in teachers. Students want a teacher they can trust, who solves problems, is positive, and can plan, among other things. If such traits are missing, the students may conclude that the teacher is bad.

On the flip side, these traits listed above are traits teachers like to see in their students. Many teachers would love to have students who are dependable, honest, informed, etc. When students lack these traits, many teachers can identify them as bad students. Teachers need to develop these positive traits to inspire students who may lack these traits while also being able to meet the definition of a good teacher.

In the study, there was also a list of negative traits are listed below

  • loner, antisocial, uncooperative, egocentric, ruthless, dictatorial, inexplicit

For students and teachers, the list above are traits to avoid. Teachers who are dictatorial and unclear (inexplicit) will be seen as bad teachers. Students who are loners, antisocial, and uncooperative will be viewed as bad students. The benefit of this list is that it allows a teacher to clearly articulate and define desirable and undesirable traits in a student. This also applies to administrators who are assessing teachers and teachers trying to explain the quality of leadership they are under.

Conclusion

Everybody is going to possess good and bad traits in different combinations. The point is not to criticize the weaknesses we all possess in our characters. Rather it is better to be aware of one’s weaknesses to make adjustments to help those who are around them.

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Crime Types and Students

Young people sometimes make mistakes and violate the laws of a country. Natural, this leads to consequences that vary based on the transgression. This post will look at various categories and types of laws.

Categories of Criminal Behavior

There are two broad categories where we can place crimes that young people commit. These categories are

  • Mala in see
  • Malum in prohibitum

Mala in se is Latin for “wrong by itself,” and these are crimes that people instinctively know are wrong. Examples are robbery, murder, and other acts viewed as heinous. However, people’s views on morality vary widely. Therefore, one basis for what is considered “instinctively wrong” is English and US Common Law.

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Common law was developed through decisions made in the court system over hundreds of years. The opinions of judges became precedent for future decisions. Through this process, an idea of what and wrong has been developed, which is used now to determine when crimes fall in the category of mala in se.

The second category of crimes is malum in prohibitum, which translates from the Latin as “wrong when prohibited.” These crimes are not necessarily morally evil but are actions that need to be regulated. Examples of laws that fall within malum in prohibitum include laws related to various licenses people may need (driving, fishing, hunting, etc.), gambling, alcohol, and drug use. Again, many may disagree if these crimes are less harmful, but this is the example given.

Students have and will commit both categories of crime in the examples above. Students will willfully commit crimes obviously while also breaking laws that regulate less offensive behavior.

Types of Laws

After categories, laws are sometimes classified by type. Civil laws include property laws, contract laws, tort laws, and more. Civil laws often involve private parties, do not include the loss of freedom for the defendant, involve the defendant paying money if they lose in many situations, and do not have the same constitutional protections found in criminal cases.

On the other hand, criminal cases usually involve the government bringing formal charges against someone. There is a risk of the defendant losing their from if they lose, and the defendant has certain constitutional rights protecting them. Criminal law also requires actions and behaviors. In other words, the accused must be accused of doing something and not just thinking about it. For example, suppose a person sneezes while driving and someone is hurt in the accident. In that case, there is a chance that the sneezer will not be guilty of a crime because it is impossible to control when you sneeze.

Quality of Mind

The state of mind is also another significant factor in determining an individual’s guilt. There are four ways a person can commit a crime: intentionally, knowingly, recklessly, and negligently. AN intentional act means somebody committed a crime on purpose. Knowingly is obvious and states that a person was aware that what they were doing was a crime, such as breaking into a house and making jewelry.

Recklessness involves a person acting in such a way that is an obvious danger and a disregard for acceptable standards. For example, many people define driving 100 mph in a school zone as reckless. Lastly, negligence is when someone ignores an obvious danger when performing a certain activity, such as driving 100 mph and then hitting and killing someone.

Young people can be found in any state of mind mentioned above. Youths can be international, or they can be reckless or negligent, etc. We all make mistakes, but the stakes are much higher at the criminal level.

Conclusion

Young people will continue to make decisions that strongly impact their lives. Committing crimes is one thing that can have a lasting impact. Youths and teachers need to work together for the young people to develop decision-making skills that will allow them to avoid criminal acts.

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Three Cueing Reading Method

The Three Cue method is a long-established yet increasingly controversial approach to teaching reading. We will look at the background and philosophy of this reading method in this post.

According to Ken Goodman, there are three cues people use to read, and they are listed below

  • Graphic cues: Examining the letters to determine the word
  • Syntactic cues: Guessing what kind of word it might be, such as an adjective or verb
  • Semantic cues: Guessing the word based on the context or what makes sense.

Goodman also made some conclusions based on his observational research of children learning to read.

  • Reading is not about precision but accurate first guesses
  • as the child improves in their reading, they use fewer graphic cues
  • Detailed perception of letters and words is not necessary

Background

Before Goodman’s bombshell in the 1960s, reading was taught one of two ways. The whole word approach relied on repetition and the use of pictures. A classical example of this approach to teaching reading is the”Dick and Jane” reading series from the 1930s. The assumption is that if a child sees a word often enough, they will learn how to read it.

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The other major way of teaching reading has been the phonics approach, which involves learning the sounds associated with letters. One example of this approach is the McGuffey readers of the 1800s

Goodman’s Approach

Goodman took a different approach compared to whole words and phonics. If a student is struggling with reading, the teacher can have the child think (guess) a word that would work in a sentence they are struggling with. For example, suppose a student sees the word “horse” and uses the word “pony” instead. In that case, this is considered acceptable when employing this method. Even though the child never learned how to read the word “horse.”

This approach to reading allowed students to guess their way through a text. If students had an intuitive sense of what works, they could look like they were reading without developing the needed comprehension. This happens because they are not processing words, but rather, they are processing their guesses about words. With time, criticism began to arise towards the THree Cue method.

Criticism

By the 1970s, people were already beginning to find that Goodman’s method was as great as believed. REsearch at this time was finding that skilled readers could recognize words without relying on the context. Students were able to read without looking at the words! In other words, students were making up their own story guessing their way through a text without mastery.

Students would skip the arduous process of sounding out words to guess. These habits would become bad habits, and children would struggle with reading for a long time and, in some cases, would never really master it. In addition, some students learn to read no matter how they are taught. In other words, no single system can claim to be the answer all the time for learning to read.

Despite this evidence, the Three Cueing Method was highly popular. Most teachers are familiar with this method and maybe learned to read this way. The problem is not Goodman’s method. Rather the problem is relying exclusively on one method to teach anything. Different students learn in different ways, and there will always be a place where Goodman’s ideas will benefit someone.

Phonics does not work for every student, nor does the whole word. It is naive to think that Goodman’s way is the only way. A balanced approach that incorporates various reading methods is one way to reach students. After a teacher gets a sense of what works best for their students, they can focus on one particular approach and occasionally use other strategies to develop weaknesses in students.

Conclusion

When the flaws in a theory are pointed out, it is always tempting to throw them out. However, there is probably always a context or situation in which a theory will work. Goodman’s three cue method doesn’t work all the time. Yet there is evidence that this approach has helped for some of the time.

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OSEMN Framework for Data Analysis

Analyzing data can be extremely challenging. It is often common to not know where to begin. Perhaps you know some basic ways of analyzing data, but it is unclear what should be done first and what should follow.

This is where a data analysis framework can come in handy. Having a basic step-by-step process, you always follow can make it much easier to start and complete a project. One example of a data analysis framework is the OSEMN model. The OSEMN model is an acronym that defines each step of the data analysis process. The steps are as follows

  • Obtain
  • Scrub
  • Explore
  • Model
  • INterpret

We will now go through each of these steps.

Obtain

The first step of this model is obtaining data. Depending on the context, this can be done for you because the stakeholders have already provided data for analysis. In other situations, you have to find the data you need to answer whatever questions you are looking for insights into.

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Data can be found anywhere, so the obtained data must help achieve the goals. It is also necessary to have the skills or connections to get the data. For example, data may have to be scraped from the web, pulled from a database, or even collected through the development of surveys. Each of these examples requires specific skills needed for success.

Scrub

Once data is obtained, it must be scrubbed or cleaned. Completing these tasks requires several things. Duplicates need to be removed, missing data must be addressed, outlier considered, the shape of the data addressed, among other tasks. In addition, it is often useful to look at descriptive statistics and visualizations to identify potential problems. Lastly, you often need to clean categories within a variable if they are misspelled or involve other errors such as punctuation and converting numbers.

The concepts mentioned above are just some of the steps that need to be taken to clean data. Dirty will lead to bad insights. Therefore, this must be done well.

Explore

Exploring data and scrubbing data will often happen at the same time. With exploration, you are looking for insights into your data. One of the easiest ways to do this is to drill down as far as possible into your continuous variables by segmenting with the categorical variables.

For example, you might look at average scores by gender, then you look at average scores by gender and major, then you might look at average scores by gender, major, and class. Each time you find slightly different patterns that may be useful or not. Another approach would be to look at scatterplots that consider different combinations of categorical variables.

If the objectives are clear, it can help you focus your exploration on reducing the chance of presenting non-relevant information to your stakeholders. Suppose the stakeholders want to know the average scores of women. In that case, there is maybe no benefit to knowing the average score of male music majors.

Model

Modeling involves regression/classification in the case of supervised learning or segmentation in the case of unsupervised learning. Modeling in the context of supervised learning helps in predicting future values, while segmentation helps develop insights into groups within a dataset that have similar traits.

Once again, the objectives of the analysis shape what tool to use in this context. If you want to predict enrollment, then regression tools may be appropriate. If you want what car a person will buy, then classification may help. If, on the other hand, you want to know what are some of the traits of high-performing students, then unsupervised approaches may be the best option.

INterpret

Interpreting involves sharing what does all this stuff means. It is truly difficult to explain the intricacies of data analysis to a layman. Therefore, this involves not just analytical techniques but communication skills. Breaking down the complex analysis so that people can understand it is difficult. As such, ideas around storytelling have been developed to help data analysis connect the code with the audience.

Conclusion

The framework provided here is not the only way to approach data analysis. Furthermore, as you become more comfortable with analyzing data, you do not have to limit yourself to the steps or order in which they are performed. Frameworks are intended for getting people started in the creative process of whatever task they are trying to achieve.

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Taylor Principles of Management and the Classroom

Frederick Taylor (1856-1915) developed his management principles in response to the problems he was seeing in the workplace. IN this post, we will look at these principles and the backdrop to their origins.

Industrial Revolutions and its Problems

The Industrial Revolution led to major changes in the production of goods. Items went from being produced at home to being produced in factories. The work went from families working as a team to individuals working away from home. Natural these changes had pros and also cons.

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The main pro has already been mentioned and involves the boost in productivity. However, among the cons was a lack of motivation, issues with determining how much to produce with workers and managers manipulating each other, and a general lack of standardization. Lastly, workers were concerned with wages, working conditions, and justice.

Life of Fredrick Taylor

In this context, Fredrick Taylor (1856-1915) emerges. Unable to go to college due to an injury, Taylor went to work in a factory and saw workers destroy tools to prevent overproduction, which they believed could threaten their employment. Witnessing this, Taylor decided to take an empirical approach to this problem.

Taylor applied several different methodologies to examine production, such as time series, standardization, division of labor, time management, and incentives in such context as piecework production. He was also a huge proponent of finding the right person for the job and moving people as necessary to achieve this benefit to the person and the employer.

Four Principles of Management

Below are the four principles of management according to Taylor

  1. Managers should use science for each aspect of a job.
  2. Select and train workers scientifically.
  3. Workers and management should work together to make sure work is done according to principles of management
  4. Responsibility and work should be divided equally between workers and managers

Managers need to make sure science is the tool used for making decisions. Science relies on and observation and analysis of data. Using a scientific process is considered superior to making intuition or gut decisions. When science is used, employees may not agree, but they can see the thought process behind the decision. The principle of data-driven decision is a foundational concept in data science today.

Workers should also be trained and selected scientifically. Again this gives the impression of objectivity and fairness in the decision-making process. Using intuition or other means makes management decision-making questionable.

The third principle emphasizes that everyone should work together from a scientific perspective. Through a united worldview, the assumption is to improve cooperation. The enemy appears to be subjectivity, and both workers and management should avoid this.

The final principle speaks to how management and workers must have a joint interest in responsibilities. The motivation behind this idea is to reduce the hostility that can sometimes arise in the workplace. Suppose everyone is a part of the decision-making. In that case, everyone should have a vested interest in the endeavor’s success.

Taylor and the Classroom

It is hard to see how Taylor’s principles apply in the classroom at the surface level. However, two ideas that come out of Taylor’s principles for teachers are the idea of fairness and dialog. A teacher must demonstrate fairness through the decisions that they make. Students will not agree with a decision at times made by a teacher, but it is important to know that the decisions teachers make are not arbitrary and capricious.

Dialog is also important. Students need to raise concerns openly even if their commands are not implemented. When people are allowed to share, they are often invested in the achievement, which is the same for many students.

Conclusion

Taylor’s principles of management were groundbreaking for them. Even after almost a century, the ideas laid down here inspire managers and leaders in various fields.

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Challenges to Decision-Making

Decisions are a critical part of the life of people, whether teachers or leaders. Even though this is an important skill, many people struggle with making decisions about important and even mundane matters. In this post, we will look at several challenges to making decisions.

Sunk Cost

There are times when a decision is made, and after some time, all parties involved begin to realize it was a bad decision. The challenge in this context is that since time and resources have already been devoted to this bad choice, maybe if everyone is patient, things will begin to work out. Generally, this is not the case.

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Organizations and schools make this kind of mistake all the time. For example, a new curriculum or technology is adopted by the school. It is clear that this software or tech is not working, but a commitment has already been made. Such a situation can lead to a great deal of frustration among faculty and staff.

Uncertainty

Nobody can predict the future. When it is unclear in terms of what to expect, it can lead to analysis paralysis, which essentially means that leadership or the teacher tries not to make a decision until new evidence arises. Unfortunately, new evidence is normally not forthcoming except that there is now less time to decide, and options begin to disappear because of lost time.

Since there is no way to be 100% sure of anything, the next best approach may be to make small incremental decisions and or take a step forward and be bold and see what happens. Neither of these alternatives is attractive, but there are times when a decision must be made.

Temporal Constraint

Due to procrastination, there are times when there is not enough time to decide. Again, some teachers and leaders what as long as possible and then go with the only viable option when they are forced to decide. When this happens, the teacher can blame the context for what happened when the reality is that they did not want to make a decision. There is no better excuse than a lack of time in many situations.

Time can be an ally in decision-making if used for thinking rather than for avoiding making a decision. Too often, people fall for the temptation of letting circumstances dictate their choices.

Limits of Reasoning

While thinking is good, there are limits to what reasoning can accomplish. There is no way to collect all data and process all possibilities when it is time to decide. Eventually, there comes the point where a teacher has thought enough about a decision and must make a decision. However, not too many people fall for the trap of limited reasoning as reasoning is not generally encouraged in this day and age.

Bias

People are often more comfortable with situations in which their own ideas and beliefs agree with the decision to be made. For example, a group of teachers may agree on something because they share similar backgrounds and thus have a similar perspective on a matter. This is an example of confirmation bias in which a person looks for information in agreement with their own position. Such examples can include people who agree with you or information that supports your position.

Bias is not always bad. If a decision needs to be made quicker, then a group of people with similar views can agree fast. However, suppose the goal is a creative or innovative solution. In that case, a diverse group is more likely to challenge and stretch each other to a novel idea.

Conflict

The final barrier to decision-making is conflict. Most people want to avoid conflict as it can lead to disharmony and other problems. However, people will not agree in the decision-making process, and they often like their idea at the expense of other people’s ideas.

There are two forms of conflict. Process conflict is disagreements about doing something and is not about an individual. Relationship conflict is personal and involves attacks on the person rather than the process or idea. Process conflict can lead to better processes, but once it becomes personal, it can collapse the decision-making process. It is difficult for many people to separate themselves from their shared ideas, but learning to do this is highly beneficial for the decision-making experience.

Conclusion

Decisions need to be made alone and in groups. Whatever the case may be, there are impediments to the decision-making process that people need to be aware of. The ideas presented here are just some of the challenges awaiting people who need to make up their minds about something.

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Demographic Theories

People have tried to explain population growth and decline for centuries. A major topic of controversy today is how to deal with an ever-increasing population. This post will look at several theories that try to address population growth.

Malthusian Theory

Thomas Malthus is famous for claiming that the Earth would lose its ability to sustain an ever-growing population. In his theory, Malthus claims three factors would limit the growth of humans on Earth. These three factors are war, famine, and disease. Malthus defined these three factors as “positive checks” because they increase mortality.

Malthus also defined “preventive checks” or factors that reduced fertility. These factors were birth control and celibacy. As resources were depleted, Malthus theorized that they would begin to fight wars, generally leading to famine and disease. As the fighting over resources continued, people would limit the children they have or even forgo marriage and having children together.

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Malthus’s predictions turned out to be incorrect. There have been technological improvements that he could never have foreseen. These improvements in technology have not only increased food production but have also included treatments for diseases that used to kill.

However, Malthus was correct about preventive checks. In the western world and some parts of Asia (Japan, China, Singapore, and Thailand). Fertility rates have plummeted as people focus on careers and other things rather than raising a family. The general trend of the world is an increase in people, but this may change with time.

Zero Population Growth

A variation on Malthus theory was developed by Paul Ehrlich. Ehrlich states that the environment and not food supply is the factor that determines the planet’s population. As more and more people abuse the environment, it endangers the human population.

Ehrlich’s solution to this problem is zero population growth which, as its name implies, that the number of births equals the number of deaths. No practical way has been found to do this, but this demographic theory is often associated with conspiracy theories of how the elite wants to limit population growth.

Cornucopian Theory

The opposite of Malthus and Ehrlich’s position would be cornucopian theory. This theory posits that human ingenuity can resolve whatever problems humans face. It is possible to cite human ingenuity examples that develop after a crisis, such as vaccinations. However, often by the time the breakthrough is implemented, the catastrophe has already done significant damage has already been done.

Not even the Black Death of the medieval period completely wiped out humanity. The cornucopian theory is always correct until something happens on Earth that wipes out human existence.

Demographic Transition Theory

Demographic transition theory takes a modeling approach to demographic change. Population growth follows four predictable stages in this theory, as explained below.

Stage 1: Births, deaths, and infant mortality are high with low life expectancy.

Stage 2: Birth rates are high while infant mortality and death drops with an increase in life expectancy

Stage 3: Birthrates decline for the first time while death rates continue their decline, life expectancy continues to increase

Stage 4: Birth and death rates keep falling, life expectancy peaks, the population stabilizes, and may start to decline.

These stages are often associated with industrialization. Many countries enter stage 2 when they begin to industrialize. A fully developed country is often found in stage 3, while a post-industrial country could be found in stage 4.

Conclusion

The question that perhaps everyone is wondering is perhaps how much more can the population grow on this planet? It may be impossible to know for sure. Every time it appears the Earth has reached its limit, new resources are discovered, and there is a boost in technology that makes it easier to continue life with whatever resources are available. A question such as this is one that experts will wrestle with for a long time.

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Types of Government

In this post, we will look at different types of government.

Anarchy

Anarchy is defined as an absence of government. In practice, anarchies are for the short-term because eventually, from the chaos of a lack of government comes some sort of structure, whether it’s a dictator or king or some other form of government. There is always some ambitious, strong man looking to fill a power vacuum in a place of chaos.

Often after revolutions, there is a state of anarchy. The French Revolution was one example of chaos being the order until Robespierre came to power. The Russian Revolution of the early 20th century is yet another example. In both examples, there was a short period of chaos followed by a strong totalitarian reaction.

Monarchy

Monarchy is a government in which one person is in charge until they die or give up power. Often, the role of a monarch is hereditary but necessarily always. There is also a common claim of divine or supernatural approval. This was often the case in Europe, where monarchs frequently courted papal approval of their rule.

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There are generally two types of monarchs. Absolute monarchs have complete power to do as they see fit. This still of government is rare because people generally do not appreciate being under the whim of anybody to such a degree. Many kings from medieval Europe were absolute monarchs.

The challenge of being an absolute monarch is not when things are going well. When there is peace and everybody is happy, the monarch gets all the credit because they are absolutely in charge. However, when things fall apart, the monarch also gets all the blame because they are absolutely in charge.

In addition, people, whether a monarch or not, can be capricious and unpredictable. If the monarch shows inconsistencies or weaknesses, people may try to remove them to protect themselves and their gains within the country. For example, Henry VI of England was removed several times because of the weakness of his character and mental instability. In other words, having this level of power is not as great as it seems.

Another form of monarchy is a constitutional monarchy. In this form of government, the monarch’s power is limited by the constitution. You would think that having a constitution limiting a monarch’s power would irritate them, and it has in some instances. However, the benefit of a constitution is that giving up some power can help a monarch stay in the position of privilege that they have because everything that goes wrong is not completely their fault. Many monarchies today are constitutional monarchies such as Great Britain, and often these monarchs are above politics, which makes it difficult to complain about them as they stay out of governmental decision-making for the most part.

However, even giving up power can lead to a monarchy being removed. Louis XVI of France and Czar Nicholas II of Russia both made reforms before being overthrown. On the other hand, the British monarchy has been stable for decades. therefore, there is no single strategy that can protect a government

Oligarchy

Oligarch is government by a small elite. OFten these elites are rather sneaky and work behind the scenes. One reason for this is they do not want to be held responsible if something goes wrong. AS such, it is hard to tell when a country’s government is an oligarchy.

Members of an oligarchy tend to excel at one aspect of society or another. For example, they may be wealthy businessmen, military strongmen, or clergy members. Due to its mysterious nature, it is difficult for others to rise to membership in this exclusive and secretive club.

Dictatorship

Dictatorship is power held by a single person. A dictator is different from a monarch because their power is not hereditary, and dictators often arise from a revolution to overthrow another government, so they avoid the word king even if they have the same powers. In other words, they are a king, but that word is not socially acceptable.

Dictators are normally charismatic leaders who rise to power on the back of the people. Once in place, they are looking to find ways to stay in power and are often worst than the people they overthrew. Pol pot of Cambodia killed millions of his own people, Hitler of Germany killed millions of Jews, Idi Amin ran his country into the ground. Each of these totalitarian dictators sought to control as much of the lives of the people under them as they could.

Democracy

The most popular form of government is democracy. Democracy involves giving all citizens an equal voice in the government. These citizens then elect leaders to represent their interest in the government. In practice, this sounds great, but sometimes it can be frustrating.

People looking for a positi0n of power know that perception is more important than truth. As a result, it is common for politicians in democracies to try and find ways to manipulate their constituencies. Outlandish claims are made in the media; overt and covert lying occurs. All this is done in the name of democracy.

However, this only happens because the citizens often neglect to educate themselves about what is going on. Therefore, people cast votes for controversial topics they have not thoroughly investigated. The point here is not to criticize any position but to wonder if people have really thought about the position they support instead of the one they do not support.

Conclusion

Every form of government has its strengths and weaknesses. Therefore, there is no real benefit in raising one form over another. This is because governments are built upon people. If the people or not good, it doesn’t matter how good the government is.

crop laboratory technician examining interaction of chemicals in practical test modern lab

Moles in Chemistry

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In this post we will have a brief introduction to moles in chemistry. This fundamental concepts is a part of Stoichiometry which is another important aspect of chemistry.

In chemistry an atomic mass unit (amu) is the mass of a proton or neutron in an atom. This number has been calculated to be.

1.66 X 10-24 g

Knowing this number we can calculate how much a single atom weighs. For example, if we want to calculate the weight in grams of oxygen, we know know that helium has an atomic weight of 4. This means that

The amu cancel each other. This number becomes important because if we take the amu of 1 atom of helium (or any element) in grams and divide by the mass of one atom in grams we get the following number no mattter which element we use.

This number above is how many atoms in 4 grams of helium. This number is called Avogadro’s constant but it also referred to as a mole. Knowing this value, it is possible to calculate the mass of single mole of a molecule. For example, if we want to know the mass of a single mole of glucose we would calculate the amu as shown below.

The mass is as follows

Element# of AtomsamuTotal
Carbon 612.0172.06
Hydrogen121.0112.12
Oxygen61696
Total = 180.18 amu

This output tell us that one mole of glucose is 180.18 grams. We can use this information in other ways such as determining how many moles are in a certain number of grams of a substance. If we have 15 grams of magnesium chloride MgCl2. We can calculate how many moles are in this substance as shown below

Step 1 Calculate the amu of the molecule

Mass of MgCl2 = 24.31 amu + 2 * (35.45 amu) = 95.21 amu

Step 2 Determine Conversion Reltionship

1 Mole of MgCl2 = 95.21 grams MgCl2

Step 3 Convert from grams to Moles

We now know that there are about 0.158 moles in 15 grams of magnesium chloride. But we could take this a step further by determining how many molecules are in 15 grams of magnesium chloride as shown below

0.158 * 6.02 * 1023 = 9.84 * 1022

The first number is the number of moles in 15 grams of magnesium chloride and and the second number is one mole.

There are many variations on the calculations that were done here but this is enough to serve as an introduction.

scientist in laboratory

Chemical Equations

Chemical reactions involves the rearrangement of atoms to beget new chemicals. Often these reactions are captured succinctly in what is called a chemical equation. For example, if we want to show how carbon reacts with oxygen to make carbon dioxide we would write the follow chemical equation.

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The plus sign means “reacts with” and the arrow means “to make”. Therefore, we can write this chemical equation in English by saying

Carbon reacts with oxygen to make carbon dioxide

Chemical equations need to balance. If you look at the example above, there are the same number of atoms for each element on each side. The example above is rather simple, however, sometimes it is a little trickeier to tell if an chemical equation is balanced.

In the reaction above we have to look carefully to see if the chemical equation is balanced. Starting on the left we have 1 carbon and 4 hydrogens. Next, there is a 2 which means that we multipl everything by 2 that is next to it. In other words, we do not have 2 oxygen atoms but rather 4 (2 x 2 = 4). After the arrow, we have 1 carbon and 2 oxygen atoms and after the plus sign we have 4 hydrogen atoms (2 x 2 = 4) and 2 oxygen (2 x 1 = 2). If we line everything up you can see that this equation is balanced.

Left SideRight Side
C 1 x 1 = 1 1 x 1 = 1
H 4 x 1 = 4 2 x 2 = 4
O 2 x 2 = 4 2 + (2 x 1) = 4

There are times when you need to balance a chemical equation. This can get really challlenging but we will do a simple example below.

The chemical equation above is not balance as you can see below

Left SideRight Side
H 1 x 2 = 2 1 x 1 = 1
Cl 1 x 2 = 2 1 x 1 = 1

The table above is one process in balancing an equation. We need both sides to equal each other and the simplest way to do this is to multiple the right side by two and we get the following table.

Left SideRight Side
H 1 x 2 = 2 2 x 1 = 2
Cl 1 x 2 = 2 2 x 1 = 2

Below is what our balanced chemical equation looks like.

As mentioned previous, placing the 2 in front of the molecule means multiply everything by 2. Such an example like this is really simple but provides a basic understanding of this process.

Conclusion

Chemical equations can be really fun to deal with once you understand how this works. In the beginning, it can be truly frustrating but perseverance will make the difference.

water drop

Physical & Chemical Changes in Chemistry

In this post, we will focus most of our attention on physical changes in chemistry with a brief look at chemical changes.

Changes

Physical change is a change to a substance that does not alter the chemical composition. For example, boiling water is a physical change. Generally, physical changes are easy to reverse, such as when steam is cooled to become liquid water.

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Chemical change is a change that alters the chemical composition of a substance. An example would be various forms of cooking, such as frying potatoes to make french fries. Unlike physical changes, chemical changes are much harder to reverse. Just as it is impossible to turn french fries back into raw potatoes.

A specific type of physical change is called phase change. There are several different types of phase changes, as listed below.

  • melting
  • vaporizing
  • freezing
  • condensing
  • sublimation

Many of these are obvious, but they will be explained for clarity. Melting involves a substance moving from a solid to a liquid. Vaporizing takes place as a substance moves from liquid to gas. A substance that moves from a gas to a liquid is called condensing. Freezing is the process of a liquid becoming a solid. Sublimation is a solid moving straight to a gas.

The first four-phase changes are commonly seen in water. Ice melts to become liquid water, water boils/evaporates (vaporizes) to become steam. Water freezes to become ice; in the early morning, it is common in many places to see water on plants due to condensation. Sublimation is tricker to see on a day-to-day basis. The most common example involves carbon dioxide, aka dry ice, which is a favorite tool for Halloween. Other substances that sublimate include arsenic, iodine, and naphthalene (used for mothballs).

Phase changes are related to the kinetic theory of matter, which we will now turn our attention to.

Kinetic Theory of Matter

The kinetic theory of matter states that Molceults have space between them and are in constant random motion. We can say that the more heat, the faster the motion because more energy is present. For solid, the molecules can vibrate, but that is essentially it. All solids are vibrating, such as tables, chairs, desks, etc. However, the vibration is random, and thus the vibrations cancel each other.

Liquids can clearly move about, and this is why they cannot keep a single shape but is formed by their circumstances. This also applies to gasses. The real difference between the various phases is the space around molecules and the speed at which they are moving. When energy is added, molecules move apart and move faster. This explains a solid becoming a liquid and a liquid a gas.

Water breaks many rules in relation to the Kinetic theory of matter. When water freezes, instead of the molecules getting closer together, they actually push out and are thus less dense than water. This is one reason why ice floats and why you would find frozen ice on the top of a lake. The ice floats to the top, and by being on top, it insulates the animals inside the lake from the cold above.

Conclusion

Physical changes play a major role in all of our lives. The phase changes of water are used for various purposes in everyday life. It is beneficial to understand these concepts as they are so commonly encountered.

clear glass apparatus on white table

Dalton’s Atomic Theory

John Dalton was an 18th-century scientist who made several significant contributions to his field. One of his most prominent works was his Atomic theory. Dalton’s Atomic theory is a major concept in the study of chemistry. In this post, we will look at this theory and share some of the misunderstandings that Dalton had at his time.

Atomic Theory

Dalton’s Atomic Theory has four propositions to it.

  1. All matter is made of atoms that cannot be divided or destroyed
  2. All atoms of an element are identical in all their properties
  3. Compounds are formed by a combo of two or more different kinds of atoms
  4. A chemical reaction is a rearrangement of the atoms in the substance

There is little to explain here. Part one states that atoms cannot be divided or destroyed. In other words, the atom is the fundamental unit of the universe. Part 2 states that all atoms are identical in their properties, which implies that every atom of an element has the same number of protons, neutrons, and electrons.

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The third component states that compounds are formed by two or more different atoms. For example, one compound would be H2O which is water. Since there are two elements in H2O, it meets the definition of a compound. We also call such a compound a molecule. Component four states that a chemical reaction is a rearrangement of the atoms in the substance. An example of this would be digestion which involves significant chemical changes to the food.

Problems with Dalton’s Theory

Despite the brilliance of Dalton’s theory, several problems have arisen as researchers have continued to explore the mysteries of chemistry. For example, the first proposition of Dalton states that atoms cannot be divided or destroyed. Both of these claims are false. We now know that atoms are made of protons, neutrons, and electrons. In addition, atoms can be destroyed, which happens at any nuclear power plant through fission. Nuclear fission involves neutrons hitting atoms which causes them to split.

Dalton was also incorrect regarding his second proposition about the same atoms having the same properties. With the discovery of the neutron, it became clear that atoms may have the same chemical properties but not the same physical properties. The reason for this is that having a different number of neutrons affects the atom’s weight. When atoms of the same element have different neutrons, we call these isotopes.

Conclusion

Dalton’s work in the study of atoms is something to be praised. It is understandable that perhaps he got some things wrong. The purpose of science is to grow and improve over time, and this means that sometimes great scientists are right, but they must also be wrong.

photo of clear glass measuring cup lot

Terms Related to Matter

Matter is the physical stuff that everything around us is generally made of. Trees, birds, water, etc., are all examples of matter. Since almost everything is considered matter, scientists have naturally found ways to classify matter to better understand it.

Types of Matter

One way matter is classified whether it is a pure substance or a mixture. A pure substance is a substance that has the same properties throughout out it. An example of a pure substance would be salt or sugar. Both of the substances are only made of salt or sugar, and the properties of these two substances are the same if you have one or the other in a sample.

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On the other hand, a mixture is a combination of two or more substances. For example, if you have salt and pepper inside the same shaker, this is a mixture. This is because separating the salt and the pepper from each other is possible. Separating pure substances is generally not possible physically. However, pure substances can further be broken down into elements and compounds.

Elements are fundamental substances that cannot be broken down into simpler substances. The periodic table contains all known elements. Examples include oxygen, sodium, carbon, etc. Compounds are pure substances that are made of two or more elements. Compound examples include salt, sugar, carbon dioxide, etc.

More on Mixtures

Returning to mixtures, there are two types of mixtures: homogenous and heterogeneous. Homogenous mixtures have the same composition throughout the sample. Examples include milk and sugar water. In both of these examples, the substances that make up the mixture are evenly spread throughout the sample.

Heterogeneous mixtures have different compositions in parts of the sample. A classic example of this is salad dressing. When salad dressing is allowed to sit, it separates clearly into the various substances/homogenous mixture that it is made up of. This is why salad dressing must be shaken before it is enjoyed.

Law of mass conservation

Antoine Lauren de Lavoisier developed the law of mass conservation, which states that in any chemical or physical process, the total mass of everything involved must remain the same. This means that if you start with 5 kg of wood and burn it, there will still be 5kg of matter in a different form. You might see a pile of ashes that weighs less but what happens is that some of the matter was converted to gases and smoke in the burning process. Essentially, matter can be created or destroyed but can only be converted or broken down.

Conclusion

No pun intended, but matter matters. For students, it is important to develop an understanding of concepts related to chemistry. Doing so may help at least some of them prepare for whatever occupation they may have in the future.

close up photo of a diagram with drawing compass

Scientific Measurement

When it comes to measurement in research. There are some rules and concepts a student needs to be aware of that are not difficult to master but can be tricky. Measurement can be conducted at different levels. The two main levels are categorical and continuous.

Categorical measurement involves counting discrete values. An example of something measured at the categorical level is the cellphone brand. A cellphone can be Apple or Samsung, but it cannot be both. In other words, there is no phone out there that is half Samsung and half Apple. Being an Apple or Samsung phone is mutually exclusive, and no phone can have both qualities simultaneously. Therefore, categorical measurement deals with whole numbers, and generally, there are no additional rules to keep in mind.

However, with continuous measurement, things become more complicated. Continuous measurement involves an infinite number of potential values. For example, distance and weight can be measured continuously. A distance can be 1 km or 1.24 km, or 1.234. It all depends on the precision of the measurement tool. The point to remember now is that categorical measurement often has limit values that can be used while continuous has an almost limitless set of values that can be used.

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Since the continuous measurement is so limitless, there are several additional concepts that a student needs to mastery. One, the units involved must always be included. At least one reason for this is that it is common to convert units from one to the other. However, with categorical data, you generally will not convert phone units to some other unit.

A second concern is to be aware of the precision and accuracy of your measurement. Precision has to do with how fine the measurement is. For example, you can measure something the to the tenth, the hundredth, the thousandth, etc. As you add decimals, you are improving the precision. Accuracy is how correct the measurement is. If a person’s weight is 80kg, but your measurement is 63.456789kg, this is an example of high precision with low accuracy.

Another important concept when dealing with continuous measurement is understanding how many significant figures are involved. The ideas of significant figures are explored below.

Significant figures

Significant figures are digit that contributes to the precision of a measurement. This term is not related to significance as defined in statistics related to hypothesis testing.

An example of significant figures is as follows. If you have a scale that measures to the thousandth of a kg, you must report measurements to the thousandths of a kg. For example, 2 kg is not how you would report this based on the precision of your tool. Rather, you would report 2.000kg. This implies that the weight is somewhere between 1.995 and 2.004 kg. This is really important if you are conducting measurements in the scientific domain.

There are also several rules in regards to determining the number of significant figures, and they are explained below

  1. All non zeros are significant
    1. Example-123 are all non-zeros and thus are all significant in this case
  2. A zero is significant if it is between two significant numbers
    1. example-1023. The 0 is in between 1 and 2 and is thus significant
  3. Zeros are significant if it is at the end of a number and to the right of the decimal
    1. Example 2.00: Here, the 0’s are to the right of the decimal, which makes them significant

Each of the examples discussed so far has been individual examples. However, what happens when numbers are added or multiplied. The next section covers this in detail

Significant Figures in Math

Addition/Subtraction

When adding and subtracting measurements, you must report the measurement results with the less precise measurement.

  • example
  • 115kg – 16.234kg = 98.766kg, but the least precise measurement is 115kg, so we round the answer to 99 kg. This is because our precision is limited to one’s place.

Multiply/Divide

When multiply or dividing measurements report results with the same number of significant figures as the measurement with the fewest significant figures

  • example 1
  • 16.423 m / 101 m = 0.16260396 m

This number is too long. The second number, 101, has three significant figures, so our answer will have 3 significant figures, 0.163m. The zero to the left of the decimal is insignificant and does not count in the total.

  • example 2
  • 8.0 cm * 3.208 = 25.664 cm2 or 26cm2 the first number has two significant digits, so the answer can only have two significant figures, which leads to an answer of 26cm2.

Converting Units

Finally, there are rules for converting units as well. To convert units, you must know the relationship that the two units have. For example, there are 2.54 cms per inch. Often this information is provided for you, and simply apply it. Once the relationship between units is known, it is common to use the factor label method for conversion. Below is an example.

To solve this problem, it is simply a matter of canceling the numerator of one fraction and the denominator of another fraction because, in this example, they are the same. This is shown below.

Essentially there was no calculation involved. Understanding shortcuts like this saves a tremendous amount of time. What is really important is that this idea applies to units as well. Below is an example.

In the example above, we are converting inches to meters. We know that there is 2.54cm in 1 inch. We set up our fractions as shown above. The inches cancel because they are in the numerator of one fraction and the denominator of another. The only unit left is cm. We multiply across and get our answer. Since 24.0cm has the fewest number of significant figures are the answer will also have three significant figures, and that is why its 61.0cm

Scientiifc Nottation

There can be problems with following the rules of significant figures. For example, if you want to convert meters to centimeters. There can be a problem.

The answer should only have three significant figures, but our answer has one significant figure. We need to move two zeros to the right of the decimal.

This is done with scientific notation as shown vbelow.

This simple trick allows us to keep the number of signifcant figures that we need without hhanging the value of then umber.

Below is an example of how to do this with a really small number that is a decimal.

Conclusion

This post explains some of the rules involved with numbers in scientific measurement. These rules are critical in terms of meeting expectations for communicating quantitative results.

Views on Societies

This post will look at society and terms related to it as defined from two schools of thought in society. This viewpoints are functionalism and conflict theory.

Functionalist

There are several terms used in the functionalist school for describing societies. For example, collective conscience is the beliefs that constitute a society. An example from the United States would be an emphasis on individualism and capitalism. These beliefs are a part of most Americans’ lives and serve as a common worldview for people from this country.

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Social integration is the strength of the ties within a society or a social group. Some societies have stronger ties than others. Many factors can affect social integration, such as the size, similarities of the members, etc. For example, social integration is generally a problem in the US as there is a lot of infighting and discord that is not found in other societies.

There is also a concept called solidarity. Solidarity is a continuum with mechanical solidarity on one side and organic solidarity on the other. Mechanical solidarity has such characteristics as a strong collective conscience, high social integration, and a dedication to doing things the way they are for traditional reasons. This form of solidarity is common in pre-industrial societies where there is a low division of labor.

Organic solidarity is the opposite of mechanical. This means there is a low collective conscience and low social integration. This form of solidarity is common in industrial societies with a high degree of specialized labor. At extreme levels, organic solidarity can be a place for anomie or lawlessness. Anomie involves the rejection of societal norms, which leads to a loss of identity for members of that society.

Norms are often developed and encouraged through habitulization and institutionalization. Habitulization is learning norms through habit development through friends and family. Instititunilization is learning norms through the workplace or school. These norm-forming places are often attacked in societies that have organic solidarity.

Conflict Theory

Conflict theory views society as a place of alienation. Different people define Marx’s alineation in different ways. Some have called it a separation from what one does. Others have said that alineation is a lack of individual development. Karl Marx’s in his Communist Manifesto indicates that alienation can happen in several different ways.

One way alienation happens is through alienation from the product of one’s labor. A second is through the process of one’s labor. THird is from others, and the fourth is from self. All of these various forms of alienation happen in a factory setting for the most part and are found in an industrial society. In other words, alienation is similar to the traits found in an organic solidarity context.

To stop alienation, Marx essentially encourages revolution to overturn the bourgeoisie and their money so that the means of production belong to the people. People who did not agree with this position were accused of having a false consciousness or beliefs, not in their best interest. IN other words, proponents of Conflict theory imply that they know what is best for people.

Conclusion

Different experts choose to look at society using different viewpoints. Functionalist and conflict theorists have different opinions over the structure of societies. Agreeing is not the point but rather understanding how there is more than one way to see anything.

Science and Thales

Ionia was a Greek colony in western Turkey founded around 3000 years ago by people looking for land and trading opportunities. This colony of several Greek cities has played a pivotal role in history in several ways. Not only is Ionia famous for rebelling against the Persians, but foundational ideas of science were formed in this place as well. In particular, a man named Thales played a critical part in the development of science.

Role of Greek gods

To understand the influence of Ionia and Thales, it is important to look at the worldview of these people. During this time, religion played a major role in the life of Greeks. The problem with this was not that it wasn’t scientific. The other problem was the erratic and licentious behavior of the Greek gods. Below are just a few examples from Greek mythology demonstrating the vengeful and wild behavior of Greek gods.

  • Zeus could not control his behavior around women and was notorious for his unfaithfulness to his wife, Hera.
  • Hera would often attack the women with whom Zeus was unfaithful by causing the death of the woman involved or persecuting the children of these adulterous relationships such as Heracles.
  • Poseidon, the god of the sea, raped a woman in Athena’s temple. The victim was then turned into the hideous Medusa by Athena for desecrating her temple.
  • Behind the scenes of the Trojan war, the gods were at work, not to mention in the many poems of Homer.

This list could go on for pages. The gods were crazy, to say the least. People tried to appease the gods through sacrifices and works. This was not always successful, and people were always looking for ways to obtain security from this.

Looking Towards Nature

Due to the perceived inconsistent behavior of the Greek gods, people began to look to other ways to understand the world, leading them to seek answers in nature. Nature, in comparison to the Greek gods, was somewhat regular in its behavior.

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A major proponent of examining nature over mythology was Thales, a sixth-century Ionian who was one of the first philosopher-scientist. Thales looked at facts and observations to understand the world. He believed in trusting his senses rather than the supernatural explanations of his time. This could almost be viewed as a form of atheism. Thales was a well-traveled individual who was also one of the first to take credit for his ideas by writing his name on them. Thereby demonstrates an example of individualism, which was unusual at that time.

However, Thales was not just talk. He backed his position with several major innovations. For example, Thales accomplished several mathematical/scientific feats. Such as the following.

  • He predicted a solar eclipse in 585 BC. This was important because ancient Greeks viewed solar eclipses as a sign of supernatural abandonment by their unpredictable gods. For Thales to predict such a sign was utterly unbelievable and showed a regularity to nature that the gods never showed.
  • Using what would later become Geometry, Thales determined the height of buildings such as pyramids by measuring their shadows on the ground. This, of course, was revolutionary at the time.
  • Thales also used Geometry to calculate how far a ship was from shore. This was a groundbreaking discovery as such knowledge was important for ships always concerned with running aground.
  • Thales was also one of the first observed static electricity. He didn’t discover it, but he was one of the first to examine it scientifically.

The volume of work by this pre-Socratic philosopher was hard for people to ignore. His work encourages others to look beyond the supernatural to understand the world around them.

Conclusion

The Greek colony of Ionia was a place that contributed to modern scientific thought. In this colony, Thales began to look beyond the gods for answers and instead looked to nature. By doing so, not only did he make several major discoveries, but he also set an influential example of how people should learn about the world.

pie graph illustration

Visualizations with Altair

We are going to take a look at Altair which is a data visulization library for Python. What is unique abiut Altair compared to other packages experienced on this blog is that it allows for interactions.

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The interactions can take place inside jupyter or they can be exported and loaded onto websites as we shall see. In the past, making interactions for website was often tught using a jacascript library such as d3.js. D3.js works but is cumbersome to work with for the avaerage non-coder. Altair solves this problem as Python is often seen as easier to work with compared to javascript.

Installing Altair

If Altair is not already install on your computer you can do so with the following code

pip install altair vega_datasets

OR

conda install -c conda-forge altair vega_datasets

Which one of the lines above you use will depend on the type of Python installation you have.

Goal

We are going to make some simple visualizations using the “Duncan” dataset from the pydataset library using Altair. If you do not have pydataset install on your ocmputer you can use the code listed above to install it. Simple replace “altair vega_datasets” with “pydataset.” Below is the initial code followed by the output

import pandas as pd
from pydataset import data
df=data("Duncan")
df.head()

In the code above, we load pandas and import “data” from the “pydataset” library. Next, we load the “Duncan” dataset as the object “df”. Lastly, we use the .head() function to take a look at the dataset. You can see in the imagine above what variables are available.

Our first visualization is a simple bar graph. The code is below followed by the visualization.

import altair as alt
alt.Chart(df).mark_bar().encode(
x= "type",
y = "prestige"
)

In the code above we did the following,

  1. Line one loads the altair library.
  2. Line 2 uses several functions together to make the bar graph. .Chart(df) loads the data for the plot. .mark_bar() assigns the geomtric shape for the plot which in this case is bars. Lastly, the .encode() function contains the information for the variables that will be assigned to the x and y axes. In this case we are looking at job type and prestige.

The three dots in the upper right provide options for saving or editing the plot. We will learn more about saving plots later. In addition, Altair follows the grammar of graphics for creating plots. This has been discussed in another post but a summary of the components are below.

  • Data
  • Aesthetics
  • Scale.
  • Statistical transformation
  • Geometric object
  • Facets
  • Coordinate system

We will not deal with all of these but we have dealt with the following

  • Data as .Chart()
  • Aesthetics and Geometric object as .mark_bar()
  • coordinate system as .encode()

In our second example, we will make a scatterplot. The code and output are below.

alt.Chart(df).mark_circle().encode(
x= "education",
y = "prestige"
)

The code is mostly the same. We simple use .mark_circle() as to indicate the type of geometric object. For .encode() we made sure to use two continuous variables.

In the next plot, we add a categorical variable to the scatterplot by manipulating the color.

alt.Chart(df).mark_circle().encode(
    x= "education",
    y = "prestige",
    color='type'
)

The only change is the addition of the “color”argument which is set to the categorical vareiable of “type.”

It is also possible to use bubbles to indicate size. In the plot below we can add the income varibale to the plot using bubbles.

alt.Chart(df).mark_circle().encode(
    x= "education",
    y = "prestige",
    color='type',
    size="income"
)

The latest argument that was added was the “size” argument which was used to map income to the plot.

You can also facet data by piping. The code below makes two plots and saving them as objects. Then you print both by typing the name of the objects while separated by the pipe symbol (|) which you can find above the enter key on your keyboard. Below you will find two different plots created through this piping process.

educationPlot=alt.Chart(df).mark_circle().encode(
    x= "education",
    y = "prestige",
    color='type', 
)
incomePlot=alt.Chart(df).mark_circle().encode(
    x= "income",
    y = "prestige",
    color='type',
)
educationPlot | incomePlot

With this code you can make multiple plots. Simply keep adding pipes to make more plots.

Interaction and Saving Plots

It is also possible to move plots interactive. In the code below we add the command called tool tip. This allows us to add an additional variable called “income” to the chart. When the mouse hoovers over a data-point the income will display.

However, since we are in a browser right now this will not work unless w save the chart as an html file. The last line of code saves the plot as an html file and renders it using svg. We also remove the three dots in the upper left corner by adding the ‘actions’:False. Below is the code and the plot once the html was loaded to this blog.

interact_plot=alt.Chart(df).mark_circle().encode(
    x= "education",
    y = "prestige",
    color='type',
    tooltip=["income"]
)
interact_plot.save('interact_plot.html',embed_options={'renderer':'svg','actions':False})

I’ve made a lot of visuals in the past and never has it been this simple

Conclusion

Altair is another tool for visualizations. This may be the easiest way to make complex and interactive charts that I have seen. As such, this is a great way to achieve goals if visualizing data is something that needs to be done.

black twist pen on notebook

Developing Conceptual and Operational Definitions for Research

Defining terms is one of the first things required when writing a research paper. However, it is also one of the hardest things to do as we often know what we want to study intuitively rather than literally. This post will provide guidance in the following

  • Developing conceptual definitions
  • Determining operational definitions
  • Understanding the measurement model

Each of the ideas above is fundamental to developing coherent research papers.

Concepts

A concept is a mental construct or a tool used to understand the world around us. An example of a concept would be intelligence, humor, motivation, desire. These terms have meaning, but they cannot be seen or observed directly. You cannot pick up intelligence, buy humor, or weigh either of these. However, you can tell when someone is intelligent or has a sense of humor.

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This is because constructs are observed indirectly through behaviors, which provide evidence of the construct. For example, someone demonstrates intelligence through their academic success, how they speak, etc. A person can demonstrate humor by making others laugh through what they say. Concepts represent things around us that we want to study as researchers.

Defining Concepts

To define a concept for the purpose of research requires the following three things

  • A manner in which to measure the concept indirectly
  • A unit of analysis
  • Some variation among the unit of analysis

The criteria listed above is essentially a definition of a conceptual definition. Below is an example of a conceptual definition of academic dishonesty

Below is a breakdown of this definition

Academic dishonesty is the extent to which individuals exhibit a disregard towards educational norms of scholarly integrity.

  • Measurement: exhibit a disregard towards educational norms of scholarly integrity.
  • Unit of analysis: individual
  • Variation: Extent to which

It becomes much easier to shape a research study with these three components.

Conceptual Definition Template

There is also a template readily available in books and the internet to generate a conceptual definition. Below is one example.

The concept of _____________ is defined as the extent to which

_________________________ exhibit the characteristic(s) of _______________.

Here is a revised version of our conceptual defintion of academic dishonesty

The concept of academic dishonesty is defined as the ewxtent to whcih invidivudals exhibit the characteristic of  disregard towards educational norms of scholarly integrity.

The same three components are there. The wording is mostly the same, but having a template such as this can really save them time in formulating a study. It also helps make things clearer for them as they go forward with a project.

Operational Definition

Once a concept has been defined, it must next be operationalized. The operational definition indicates how a concept will be measured quantitatively. This means that a researcher must specify at least one metric. Below is an example using academic dishonesty again.

Conceptual Definition: Academic dishonesty is the extent to which an individual exhibits a disregard towards educational norms of scholarly integrity.

Operational Definition: Survey Items

  1. It is okay to cheat
  2. It is okay to turn in someone else’s work as my own

In the example above, academic dishonesty was operationalized using survey items. In other words, we will measure people’s opinions about academic dishonesty by having them respond to survey items.

Measurement error happens when there is a disconnect between the conceptual definition and the measurement method. It can be hard to detect this, so students need to be careful when developing a study.

Measurement Models

A concept is not measured directly, as has already been mentioned. This means that when it is time to analyze our data, our contract is a latent or unobserved variable. The items on the survey are observed because people gave us this information directly. This means that the survey items are observed variables.

The measurement model links the latent variables with the observed variables statistically. A strong measurement model indicates that the observed variables correlate with the underlying latent variable or construct.

For example, academic dishonesty has been the latent variable example of this entire post. The survey items “it’s okay to cheat” and “it’s okay to turn in someon else’s work as my own” are observed variables. Using statistical tools, we can check if these observed variables are associated with our concept of academic dishonesty.

Conclusion

Defining concepts is one of the more challenging aspects of conducting research. It requires a researcher to know what they are trying to study and how to measure it. For students, this is challenging because articulating ideas in this manner is often not done in everyday life.

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Homeschooling’s Growth

Within the United States, there has been a growth in homeschooling over the past few years. According to the National Home Education Research Institute, homeschooling has gone from 5.4% to 11% of the population. In other words, the number of students studying at home has doubled.

It is not clear if this growth will continue or due to temporary problems. The purpose here is to explore several reasons parents are turning to homeschooling, given the challenges of teaching children.

Health and Lockdowns

For several years now, schools have essentially been out of business. Due to lockdowns and social distancing, it has not been possible in many places to even send one’s kids to school. Keeping a child at home temporarily can probably be worked out by many parents. However, when it is not clear when schools will reopen and or when schools open and then close and open again due to outbreaks and staffing shortages, it can become too unpredictable to consider being flexible.

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Such a situation has encouraged parents to keep their kids at home due to the instability of schools at the moment. There are no lockdowns or other health restrictions to impede the learning experience with homeschooling. Children often need consistency to learn, and for many, homeschooling provides a consistency that was unavailable for several years from public schools. Whether this continues or not remains to be seen.

Concerns with Values

Recently, there has been a large amount of dissatisfaction with the decisions school leaders have made regarding health, curriculum, race, and matters related to sexuality in schools. In several counties in various states, parents have been challenging these decisions made by school boards that affect their children. The fighting has been so bitter that parents have been arrested, school board members threatened, and there was even a call for parents to be labeled terrorists. Such accusations are unfortunate, but they also make it difficult to learn.

In response to this administrative chaos and a disagreement with the values schools are supporting now, parents are turning to homeschooling. By homeschooling, the parent becomes the leader of the child’s learning and no longer needs to fight with teachers and administrators about what is happening in the classroom. By keeping children at home, parents can be sure that the values they support, rather than the school’s values, are passed on to the children.

Unfortunately, schooling has come to this. However, the alternatives for many parents involve fighting with educational leaders who think they know better, moving to another school district, and or charter/private schools. Homeschooling is a tremendous opportunity for those who disdain confrontation and lack the resources for the other choices.

Other Students

Bullying and peer pressure have been problems in schools for a long time. Now, there are dangers of not just being picked on or pressures such as drugs but now extreme violence in school shootings. Many parents want their children to be in a safe a stable environment. If the home can provide this, it should not be surprising that parents turn to this form of education for their children.

Students need the kind of attention that homeschooling provides. This can help them grow as they imitate their parents or tutor. People often imitate the people they spend time with. If a child spends time with their parents, they will act like them. However, if a child spends time with friends, they will act like friends. Parents have to decide which influence is better for their own children.

Conclusion

Homeschooling may not be for everyone, but it is becoming clear to many the public schools cannot provide the stable, safe environment that parents want for their children. In addition, the desire to make students aware of every social injustice takes time away from learning how to do something about it, such as being a model and skilled worker who was educated to excel.

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Classroom Management and Theories on Deviance

Deviance is something teachers and administrators deal with every day when managing students. Deviance is simply a fancy word for the breaking of social norms and rules. In other words, in the context of classroom management, deviance is the everyday misbehavior of students.

There are two types of deviance. Primary deviance is misbehavior that does not have a long-term effect in terms of the perception or reputation of the person. For example, a student talking out of turn may be primary deviance if it is not too common. Secondary deviance is misbehavior that can give a student a label that strongly harms how others perceive him. For example, getting into fights, drug use, and academic dishonesty often give a student a poor reputation that is hard to overcome. When this happens, the student’s status is linked to deviant behavior.

Fighting Deviance

Schools work to maintain social control of their campus by enforcing rules and norms. Doing this helps to maintain the social order and stability of the organization. Common tools used to achieve this include the use of sanctions, both positive and negative.

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Positive sanctions are rewards; those familiar with behaviorism may be more familiar with positive/negative reinforcement. Negative sanction is the giving of consequences in behaviorism. Another term for this is positive/negative punishment. Another type of sanction is a formal sanction which is an official way of giving rewards or punishments. For example, citizenship awards might be a formal positive sanction, while suspension would be a formal negative sanction.

Theories of Deviance

Theories are several theories that attempt to explain deviance. Strain theory states that having a way to achieve a goal influences deviance. For example, no money for college may turn a student towards a life of crime as they see no other options. However, this is not the only potential response. Students may confirm and set aside their goal until an opportunity arises, if ever. Students may innovate, such as our example of turning to a life of crime. Students may lower their goal to achieve whatever they can, such as finishing high school and learning a trade. Students may also simply give up. Lastly, students may rebel with a desire to tear down the system. This last action partially explains the protesting in many places.

Strain theory does not have to deal with weighty issues such as going to college. Students can simply deviate because they are not allowed to go outside and play. As such, a teacher can anticipate certain behaviors from students through being familiar with strain theory.

Cultural deviance theory states that students may deviate if they conform to lower-class society norms. This implies a difference in class being a primary means of deviance. For example, students who grow up in gang culture will probably learn behaviors that are considered deviant by middle-class teachers. This will lead to problems in the classroom.

Cultural deviance theory is supported by at least two other theories. Differential association theory states that students learn deviant behaviors from others, and labeling theory states that those with power (teachers) determine acceptable behavior. Gang culture is considered deviant by most teachers, but whether this is considered deviant by gang members?

Lastly, control theory states that the strength of social bonds influences a student’s desire to perform deviant behaviors. In other words, students do not like to submit to strangers but will respond to people they know and respect.

Control theory proposes several ways to curtail deviant behavior. Attachment, if students are close to you, they will not want to deviate. Commitment, if you as the teacher are invested in the students, they will not want to deviate. Involvement, if you participate in activities with the students, they will not want to deviate. Belief, if students agree with what you want or think, they will not want to deviate.

Conclusion

Deviance is to be expected. Students want to push the limits, and it is the teacher’s job to deal with this. However, students need to learn from their mistakes so that their deviance does not become a major problem for them or the learning experience of others.

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Organization, Bureaucracies, & Schools

A school is a type of formal organization. An organization is a group of people who are working together as a body to do something. A formal organization is an organization that has rules and regulations. Another trait of many organizations is that they often have traits of bureaucracies. This post will explore different types of organizations and also explain the characteristics of bureaucracies.

Organization Types

There are several types of organizations. A voluntary organization is an organization that is based on a common interest. Many of the clubs that one would find in a school would qualify as a voluntary organization. Examples would include student council, art club, photo club, or drama club. These are generally voluntary in that students can choose or not choose to participate, and they often involve hobbies students enjoy. For teachers, voluntary organizations might include associations such as the National Education Association (NEA) or Kappa Delta Pi. Teachers are often the leaders of various after-school clubs and thus members of these organizations at the local school level.

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Coercive organizations, as the name implies, are organizations people are compelled to join. School is a coercive organization for many students as many young people do not want to be there. Another example is a prison, as most inmates do not want to be inmates. This leads to the point that different people have different views of organizations. A teacher will probably not think of their school as a coercive organization, but a student might.

Total institutions are organizations that have sweeping powers over the lifestyles and choices of the members. Prison is one such example. In addition, many cults can have a large influence over the lives of their members in a way that is totalitarian. With time, schools have been given more and more responsibility for students’ lives to appear as total institutions. Schools’ responsibilities now include transportation, breakfast, after-school programs, sports, sex education, supporting students with disabilities, second language instruction, etc. Some of these examples are so old that they seem comical. However, there was a time when schools did not do these things.

Lastly, a utilitarian organization is an organization people join for a reward such as a salary or prestige. For example, teachers may see the school at which they work as a utilitarian organization because of the money. A student who goes to college may see the college as a utilitarian organization because of the reward of a degree at the end of their studies. Again, how a person views an organization can vary as one voluntary organization is another person’s utilitarian organization

Bureaucracies

Organizations often become bureaucracies which are simple, highly formal organizations. It is difficult to tell when an organization is a bureaucracy. However, organizations exhibit several traits of bureaucracies when they reach this stage of development, and they are…

  • Strong hierarchy
  • clear division of labor
  • explicit rules
  • impersonal
  • meritocracies

Burecraies have a strong hiearchy. At schools, it is clear who is in charge. Often, you will see a picture of the principal somewhere and the rest of the administrative team. At the university level, you will have a president, VPs, Deans, Chairs, etc., clearly mapped out for everyone. There are also clear lines of labor. Teachers teach while administrators deal with administration only at smaller organizations do these lines blend. When an organization is larger enough, clearly delineating these things is critical to order.

Bureaucracies also have clear, explicit rules. Again, we all know how obsessed schools are with rules. There are rules for the cafeteria, the library, the classroom, the playground; there are general school rules. Then there are policies for teachers, parents, administrators, and the list goes on and on. The large number of policies and rules are overwhelming, especially if one moves to the district or state level.

Bureaucracies are also highly impersonal. For schools, this applies if the school is really big, perhaps several thousand students. Universities are often viewed as impersonal monsters where nobody cares, and they are often personified when people or students want to complain about them. A common name is “the system,” as in “the the system fail such and such.” Another term common today is “systemic racism”; however, systems are not alive and thus cannot actually be racists. People can be racist through the rules they implement and enforce within the system, but the system has no life or conscience of its own.

Lastly, bureaucracies are based on merit. Within the government, promotion is generally based on years of service and some sort of assessment. To become a teacher, a person has to receive a certain amount of training. To become an administrator, the same idea applies. Honor students earned good grades, which is the way they are being honored. The point is that in bureaucracies, merit is a common trait.

Conclusion

Organizations are a necessary part of the human experience. Everyone belongs to one organization or another for whatever reason. With time, organizations can grow and become bureaucracies that have their own pros and cons.

Terms Related to Culture

Culture is a term that is often thrown around but totally understood. This post will define what culture is along with definitions of other terms related to it.

Culture

Culture is the beliefs, values, and practices people learn in a specific context or society. A society is a group of people who hold to a similar culture. From this definition alone, we need to understand what beliefs and values are and, naturally, terms related to these.

Values are the standard for what is good in a culture. The idea of good is related to axiology in philosophy. The ideal culture is how people ought to behave, while the real culture is how people actually behave. For example, ideally, a child will not talk back to their teacher, but the reality is different. It is important to understand the difference between ideal and real culture because people are unaware of this distinction.

Beliefs are ideas that a group of people holds to be true and relate to epistemology. For example, different cultures have different views on religion, the role of women, and or communication. Whatever they believe is essentially a truth to them, even if this is not the best assumption.

Norms are another term related to culture, and these are the proper behaviors in a culture. These norms can be formal and informal. Mores are norms related to moral behaviors such as lying. It is okay in many cultures to lie in specific circumstances. Folkways are norms that are missing this moral component. An example of a folkway would be a handshake. Shaking hands has nothing to do with right or wrong but Is an expected custom in the West.

When people violate these values, beliefs, norms, etc., social controls are implemented. Social controls are ways employed to force people to comply with the local culture.

Types of Cultures

There are also different types of cultures. High culture is the culture of the elite or royalty. They usually have a distinct way of behaving. Popular culture is the culture of the masses. A subculture is a culture within a culture such as any migrant community in the West.

Counterculture is a subset of the majority culture that rejects the beliefs and values of the majority culture. Essentially, when a group of people is numerous enough to reject the mores of the majority, there is potential for a subculture.

Problems with Culture

There are problems with culture, but they are normally associated with people’s perception of culture rather than with the culture itself. FOr example, ethnocentrism is the belief that one’s own culture is superior to others. IT is generally assumed that ethnocentrism is bad. However, this is generally coming from a perspective of cultural relativism, which states that a culture should be judged by its standards and no one else’s. Whether this is right or wrong depends on who you ask.

When ethnocentrism becomes extreme, it can lead to cultural imperialism, which is imposing one’s culture on someone else. The best example of this is looking at any colonial period and or empire that conquered another people. A group with more power thinks their way is better and looks to force this on the people they defeated.

However, when cultural relativism goes to an extreme, it leads to xenocentrism, which is the belief that another person’s culture is superior to one’s own. Again, what a person believes is their own business, but these are terms that people should be aware of when looking at culture.

Conclusion

All cultures are different and how people view them is different as well. The approach a person takes to a culture depends varies based on the culture they come from. Whether a culture is good or bad, right or wrong, is ultimately left to the individual to decide.