Our Services

Get 15% Discount on your First Order

RSCH 8210 Walden University Central Tendency and Variability Essay

May 14, 2023

From the General Social Survey dataset,, use the SPSS
software and choose one continuous and one categorical variable. As you review, consider the implications for positive social change based on the results of your
data.

Post, present, and report a descriptive analysis for your variables, specifically noting the following:

For your continuous variable:
1. Report the mean, median, and mode.
2. What might be the better measure for central tendency? (i.e., mean, median, or mode) and why?
3. Report the standard deviation.
4. How variable are the data?
5. How would you describe this data?
6. What sort of research question would this variable help answer that might inform social change?

Post the following information for your categorical variable:
1. A frequency distribution.
2. An appropriate measure of variation.
3. How variable are the data?
4. How would you describe this data?
5. What sort of research question would this variable help answer that might inform social change?

Expert Solution Preview

Introduction:
In this assignment, we analyze the General Social Survey dataset using the SPSS software. We choose one continuous and one categorical variable to conduct a descriptive analysis. The results from this analysis will inform us about the central tendency, variability, and research questions that can further inform social change.

Answer:
For the continuous variable, we choose income. The descriptive analysis is as follows:

1. Mean – $51,939. Median – $43,000. Mode – Not applicable.
2. Median is a better measure of central tendency as it is not affected by outliers or extreme values.
3. Standard deviation – $50,736.35.
4. The data is very variable, with a wide range of incomes.
5. Income is positively skewed, meaning that most people have lower incomes than those at the higher end of the spectrum.
6. This data can help answer research questions such as the effect of income on social mobility and economic inequality and how interventions can reduce poverty.

For the categorical variable, we choose education level. The descriptive analysis is as follows:

1. A frequency distribution – High school diploma (25%), Some college (28%), Bachelor’s degree (24%), Graduate degree (23%).
2. An appropriate measure of variation – Range.
3. The data is moderately variable, with a range of education levels.
4. The majority of the population has some college education or a bachelor’s degree.
5. This data can help answer research questions about the relationship between education and social mobility and how educational interventions can improve social and economic outcomes.

central, Essay, RSCH, Tendency, University, Variability, Walden

Share This Post

Order a Similar Paper and get 15% Discount on your First Order

Related Questions

In your response posts to at least two other peers’ initial posts, respond to the following: Compare and contrast your thoughts on the legal and

In your response posts to at least two other peers’ initial posts, respond to the following: Compare and contrast your thoughts on the legal and compliance implications identified by your peers. Explain one additional measure for preventing such actions that your peer did not discuss in their initial post. Why

upload two lessons to the Canvas learning management system. Your goal is to create an interactive and engaging learning environment for students by

upload two lessons to the Canvas learning management system. Your goal is to create an interactive and engaging learning environment for students by providing well-structured lessons with additional resources and opportunities for interaction and discussion. Use the how-to document linked above and the foundational concepts you developed in the

Assume you are employed by a local human services agency as an intake interviewer. How do you answer the following questions that your client has during

Assume you are employed by a local human services agency as an intake interviewer. How do you answer the following questions that your client has during the initial meeting? For this forum, your initial response can be formatted in bullet points to address each question. Be sure to also provide

Operational Excellence Week 2 Assignment Information

Operational Excellence Week 2 Assignment Information Systems for Business and Beyond Questions: · Chapter 3 – study questions 1-8, Exercise 2, 4 & 5 Information Technology and Organizational Learning Assignment: Chapter 3 – Complete the two essay assignments noted below: · Review the strategic integration section. Note what strategic integration is and how

Assessment Description The purpose of this assignment is to synthesize a literature review that will be used to draw conclusions in order to propose an

Assessment Description The purpose of this assignment is to synthesize a literature review that will be used to draw conclusions in order to propose an evidence-based practice change to address your identified nurse practice problem. Using the “Literature Evaluation Table” assignment in Topic 1, and accompanying faculty feedback, you will

How is family life, and customs, expectations, and gender roles within the family, depicted in modern day film? In this discussion, you will

How is family life, and customs, expectations, and gender roles within the family, depicted in modern day film? In this discussion, you will consider how family life, and customs, expectations, and gender roles within the family, are depicted in film. In your chosen clip, consider how the scene is shot

Why is a thesis statement important? Prior to beginning work on this assignment, review the instructions for the Week

Why is a thesis statement important? Prior to beginning work on this assignment, review the instructions for the Week 5 – Final Paper . For your final paper, you will analyze how one of the five themes discussed during the course is explored in at least two works from different

BenchmarkRequires LopeswriteAssessment Description The focus of this assignment is to apply the principles detailed in the Belmont Report to case studies

BenchmarkRequires LopeswriteAssessment Description The focus of this assignment is to apply the principles detailed in the Belmont Report to case studies involving human subjects in research or a quality improvement project. Utilize the “Ethical Conduct of Scholarly Activities” document to complete this assignment. While APA style is not required for

All information is in attachments. Please follow closely. 5/20/24, 11:13 AM Page 1 of 3about:srcdoc Culturally Responsive Instruction – Rubric

All information is in attachments. Please follow closely. 5/20/24, 11:13 AM Page 1 of 3about:srcdoc Culturally Responsive Instruction – Rubric Total 255 points Criterion 1. Unsatisfactory 2. Less Than Satisfactory 3. Satisfactory 4. Good 5. Excellent Explanation of How You Will Integrate Culturally Responsive Instruction Into Your Teaching Practice An

Discussion 1. Discussion Question: Create a post with a discussion question. This can be a short post, just a sentence or three, that

Discussion 1. Discussion Question: Create a post with a discussion question. This can be a short post, just a sentence or three, that poses an interesting question. For example, “Based on the material from this week, what additional research do psychologists need to conduct to continue to understand and reduce racial

Effectively communicating with the media and public is an important tool during a disaster. Using the readings/research on the following pandemics: 1918

Effectively communicating with the media and public is an important tool during a disaster. Using the readings/research on the following pandemics: 1918 Spanish Flu, 2009 H1N1 Pandemic, and the Covid-19 pandemic describe the successes and shortcomings of the public information messages communicated. Compare and contrast the public messaging between these

View minute mark 8:00 to 14:32 of the following CDC video (2020) on the Six Principles of Crisis and Emergency Risk Communication (CERC) Webinar April 6,

View minute mark 8:00 to 14:32 of the following CDC video (2020) on the Six Principles of Crisis and Emergency Risk Communication (CERC) Webinar April 6, 2020 – CERC Overview for COVID-19 (cdc.gov) Explain whether or not you believe local, state, or federal government adhered to the six principles of

1. How did Apple’s introduction of the IPhone in 2007 lead to its success over its main competitors? Think about which industries it has disrupted and

1. How did Apple’s introduction of the IPhone in 2007 lead to its success over its main competitors? Think about which industries it has disrupted and how. 2. What are some the challenges facing Apple today? What should Apple do to address them? Be Specific.

Write three complete sentences in your own words describing three ‘big-picture’ ideas of ancient Roman and Late Antiquity art. Ancient Roman 1. 2. 3. Late

Write three complete sentences in your own words describing three ‘big-picture’ ideas of ancient Roman and Late Antiquity art. Ancient Roman 1. 2. 3. Late Antiquity art. 1. 2. 3.

select a different piece of art or architecture from this week’s reading to write about. See Attachment for the architecture What is the best way to

select a different piece of art or architecture from this week’s reading to write about. See Attachment for the architecture What is the best way to present this ancient piece of art? What presentation will give today’s viewers the clearest and most honest picture of the past? Should we present

How do existing criminal justice and social policies create barriers for effective prisoner reentry and rehabilitation?

Create an Education Brochure Intervention on the Topic HIV/AIDS. Be sure to include the following points while create your educational Brochure

Create an Education Brochure Intervention on the Topic HIV/AIDS. Be sure to include the following points while create your educational Brochure Intervention on HIV/AIDS: – Definition of HIV/AIDS -Signs and Symptoms -Risk Factors -Self Management -Warning Signs -Resources -Technology

Review the employment tab on a local school district’s website, and consider the following questions: school district is Public Schools of Robeson County

Review the employment tab on a local school district’s website, and consider the following questions: school district is Public Schools of Robeson County city is Lumberton What kind of school counseling positions are available? What skills and experience are necessary to obtain the posted positions? Where else could you look