(Quantitative Reasoning and Analysis) Week 10 Discussion: Categorical Data Analysis

Week 10 Discussion: Categorical Data Analysis

As with the previous weeks Discussion, this Discussion assists in solidifying your understanding of statistical testing by engaging in some data analysis. This week you will once again work with a real, secondary dataset to construct a research question, perform categorical data analysis that answers the question, and interpret the results.

Whether in a scholarly or practitioner setting, good research and data analysis should have the benefit of peer feedback. For this Discussion, you will post your response to the hypothesis test, along with the results. Be sure and remember that the goal is to obtain constructive feedback to improve the research and its interpretation, so please view this as an opportunity to learn from one another.

To prepare for this Discussion:

Review Chapters 10 and 11 of the Frankfort-Nachmias & Leon-Guerrero course text and the media program found in this weeks Learning Resources related to bivariate categorical tests.
Create a research question using the General Social Survey dataset that can be answered using categorical analysis.
By Day 3

Use SPSS to answer the research question. Post your response to the following:

Include the General Social Survey Datasets mean of Age to verify the dataset you used.
What is your research question?
What is the null hypothesis for your question?
What research design would align with this question?
What dependent variable was used and how is it measured?
What independent variable is used and how is it measured?
If you found significance, what is the strength of the effect?
Explain your results for a lay audience and further explain what the answer is to your research question.

Week 10 Assignment: Testing for Multiple Regression

Assignment: Testing for Multiple Regression

You had the chance earlier in the course to practice with multiple regression and obtain peer feedback. Now, it is time once again to put all of that good practice to use and answer a social research question with multiple regression. As you begin the Assignment, be sure and pay close attention to the assumptions of the test. Specifically, make sure the variables are metric level variables.

(Quantitative Reasoning and Analysis) Week 10 Discussion: Estimating Models Using Dummy Variables

Discussion: Estimating Models Using Dummy Variables

You have had plenty of opportunity to interpret coefficients for metric variables in regression models. Using and interpreting categorical variables takes just a little bit of extra practice. In this Discussion, you will have the opportunity to practice how to recode categorical variables so they can be used in a regression model and how to properly interpret the coefficients. Additionally, you will gain some practice in running diagnostics and identifying any potential problems with the model.

To prepare for this Discussion:

Review Warners Chapter 12 and Chapter 2 of the Wagner course text and the media program found in this weeks Learning Resources and consider the use of dummy variables.
Create a research question using the General Social Survey dataset that can be answered by multiple regression. Using the SPSS software, choose a categorical variable to dummy code as one of your predictor variables.
By Day 3

Estimate a multiple regression model that answers your research question. Post your response to the following:

What is your research question?
Interpret the coefficients for the model, specifically commenting on the dummy variable.
Run diagnostics for the regression model. Does the model meet all of the assumptions? Be sure and comment on what assumptions were not met and the possible implications. Is there any possible remedy for one the assumption violations?

Be sure to support your Main Post and Response Post with reference to the weeks Learning Resources and other scholarly evidence in APA Style.

By Day 5

Respond to at least two of your colleagues posts and provide a constructive comment on their assessment of diagnostics.

Were all assumptions tested for?
Are there some violations that the model might be robust against? Why or why not?
Explain and provide any additional resources (i.e., web links, articles, etc.) to provide your colleague with addressing diagnostic issues.

What have you learned about yourself as you envision your future as a nurse in todays health care system?

Seattle University is one of the 27 Jesuit Catholic colleges and universities in the US. A hallmark of Jesuit education is the value it places on continual reflection and discernment as paths for discovering meaning in our lives. Take time to reflect on your college search and application process. What have you learned about yourself as you envision your future as a nurse in todays health care system? How does Seattle Universitys Bachelor of Science in Nursing program prepare you for that future? (250 – 500 words)

The Racial Identity Impulse in American Minority Writings: ground-breaking the Double Consciousness in James Boldwins novel fire next time, Saul Below s novel the Dangling man and Tiya Miles Novel Ties that blind.

Dear Writer my instructions are as follows:

The work must be original, no plagiarism, and high level academic wording

Before tackling the novels, you need to write about

Chapter One: Post-colonial discrepant records: Post Colonialism vs structuralism theories, feminism quest and class gender in literature. Post-colonial thematic concepts (Colonizer vs Colonized) .

Chapter Two: The United States as an internal post colony? Re-writing American Minorities literature in post-colonial perspectives. Civil rights movements Upheaval and Minorities literature

Jewish American Literary impulses VS African American literary persistence.

Chapter Three: Parallel James Baldwin racial identity VS Paradoxes double consciousness.

Chapter Four: Towards a study of the Racial identity impulse and double consciousness: Similarities and differences in Fire next time, the dangling man and tie that blind

Discuss a formal role where a nurse is in a position of leadership.

Topic 5 DQ 1

Discuss a formal role where a nurse is in a position of leadership. Outline the essential responsibilities of that role and the educational preparation required. Explain what leadership traits, styles, or qualities are required to be successful in this role and why.

Topic 5 DQ 2

The influence of leadership can be far-reaching in practice and improving patient outcomes even when not in a formal role. Describe advocacy strategies that you can use as a leader to create positive change in your current workplace. In response to peers, describe a time when you provided leadership and the outcome. Was there anything that you would do differently?

What actions or changes are you going to make as a result of this information?

Reaction Paper Assignment Instructions
Purpose: The purpose of this assignment is to explore the professional and ethical issues of counseling and referring when dealing with counselor-client value differences.

Directions: To begin this assignment, you will need to access and read the following sources, the first 3 of which can be found in the Module/Week 2 Reading & Study folder:

1. Kocet and Herlihys article on values based ethical decisions: Kocet, M. M., & Herlihy, B. J. (2014). Addressing valuebased conflicts within the counseling relationship: A decisionmaking model. Journal of Counseling & Development, 92(2), 180-186.

2. The American Counseling Associations (ACA) position on referrals: Martz, E., & Kaplan, D. (2014). New responsibilities when making referrals. Counseling Today, 57(4), 24-25.

3. Sells, J. N., & Hagedorn, W. B. (2016). CACREP accreditation, ethics, and the affirmation of both religious and sexual identities: A response to Smith and Okech. Journal of Counseling & Development, 94(3), 265-279.

For this article you need to focus on the material starting on page 273 at Embracing the Tension of Humanity to the end.

Your paper must be in current APA format including a title pageand reference page. The paper should be 36 pages in length.(This does not include title page and reference page). Your paper must cite all articles.

Divide your paper into the headings below and address each question under each heading:

Summarize (12 pages)
In this section, summarize what you have read by condensingthe three articles. Prove that you have comprehended the material by writing a clear, brief summary of the main points of each source. A summarization is not a commentary; rather, it is an insightful prcis of the longer, more elaborate article. It must provide a clear overview of the material.

Reflect (12 pages)
In this section reflect on what you just read and answer the following questions:
Having read the articles, what new realizations and/or questions occurred for you?
How do you feel about the ACA position of not referring clients based on value differences?
Because referrals based on value differences are not ethical under the American Counseling Associations (your profession) ethics codes, read the list below of common populations and problems encountered in counseling. What personal and professional dilemmas, around specific populations or problems, might this pose for you?
Population List

____1.A person with fundamentalist religious beliefs.
____2.A woman who says that if she could turn her life over to Christ she would find peace.
____3.A person who shows little conscience development, is strictly interested in his/her own advancement, and uses others for personal gain.
____4.A gay or lesbian couple wanting to work on conflicts in their relationship.
____5.A man who wants to leave his wife and children for the sake of sexual adventures with other women.
____6.A woman who has decided to leave her husband and children to gain independence.
____7.A woman who has decided to get an abortion but wants to process her feelings around it.
____8.A teenager who is having unsafe sex and sees no problem with the behavior.
____9.A high school student who is sent to you by his parents because they suspect he is using drugs.
____10.A person who is very cerebral and is convinced that feelings are a private matter.
____11.A man who believes the best way to discipline his children is through spanking.
____12.An interracial couple coming for premarital counseling.
____13. A high school student who believes she is a lesbian and wants to discuss how to come out to her parents.
____14. A gay or lesbian couple wanting to adopt a child.
____15.A man who has found a way of cheating the system and getting more than his legal share of public assistance.
____16. A woman who comes with her husband for couples counseling while maintaining an extramarital affair.
____17.A man who believes internet sex can be a creative way to express sexuality.
____18. A couple who believe that sex with multiple partners is okay.
____19. A man convicted of pedophilia and court-ordered for counseling.
____20. A woman who makes her living as an exotic dancer.
____21. A man convicted of domestic violence.
____22. A woman whose children have been removed by Child Protective Services.
____23. A man recently released from jail after serving a sentence for rape.
____24. A man with terminal cancer who wants to discuss stopping all treatment to hasten his death.
____25. A woman who believes in an egalitarian marriage.
*Modified from Corey, G., Cory M.S., & Callanan, P. (2011). Issues and ethics in the helping professions, 8th ed. Belmont, CA: Brooks/Cole.

Act (12 pages)
In this section put into action what you have just learned/realized as a result of the reading. Specifically address these questions:
What actions or changes are you going to make as a result of this information?
Who and what might you consult to assist you in resolving any personal/professional dilemmas that remain for you?
After you have completed your paper, follow the steps below to submit your draft to Safe Assign, for checking plagiarism, and your final copy to the grade book for grading:

Step 1: Submit your paper via the SafeAssign draft link by 11:59 p.m. (ET) on Thursday of Module/Week 2.

Step 2: Wait until the link indicates that SafeAssign has analyzed your paper and prepared a report. (For more information: https://wiki.umbc.edu/pages/viewpage.action?pageId=41191001).

Step 3: Evaluate the Safe Assign report by opening the report and looking at the highlighted sections of your paper. You will notice that SafeAssign often matches (highlights) on headings, titles, and references. These are not considered plagiarized.
If you see matches on entire sentences or paragraphs that are not enclosed in quotation marks, then you have unintentionally plagiarized. You will need to go back and re-write those sections in your own words.

Step 4: Save your final paper as a Microsoft Word document using your name and assignment title, (e.g., Doe_J_reaction_paper), and submit the final paper to the grade book using the second assignment link. The final assignment is due by 11:59 p.m. (ET) on Sunday of Module/Week 2.

Step 5: Submit your completed paper to Tevera.

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