The purpose of this assignment is to apply knowledge of data analysis and interpretation by completing a logistic regression analysis on a data set using SPSS.

Logistic Regression

The purpose of this assignment is to apply knowledge of data analysis and interpretation by completing a logistic regression analysis on a data set using SPSS. This includes proper result reporting in the form of a paper with output from SPSS and appropriate tables included.

Course Outcomes

This assignment provides documentation of student ability to meet the following course outcomes:

CO2: Apply advanced quantitative biostatistical procedures and qualitative biostatistical procedures to relevant public health data sets to identify associations between causative factors and outcomes.

CO4: Analyze the results from statistical computing packages reporting results accurately and within context to the given public health data sets.

Requirements

The logistic regression assignment will be graded on accurately completing this test using a specified data source. In addition to this, students are expected to analysis the results of the data, correctly report this information, and speak of the significance of their findings in terms of public health. The quality of self-assessment, use of citations, use of Standard English grammar, sentence structure, and overall organization based on the required components as summarized in the directions and grading criteria/rubric will be evaluated.

Create your product using Microsoft Word, which is the required format for this assignment.

Follow the directions and grading criteria closely. Any questions about this paper may be posted in the Q&A Forum.

The length of this assignment is to be no less than 3 and no greater than 6 pages, excluding title and reference pages.

APA format is required with both a title page and reference page (no abstract is required). Use the required components of the review as Level 1 headers (upper and lower case, centered)

Note: Introduction – Write an introduction but do not use “Introduction” as a heading in accordance with the rules put forth in the Publication Manual of the American Psychological Association.

Preparing the Assignment

Logistic regression allows us to look at categorical data and see if there is an association between variables. You will complete logistic regression to determine whether the social class predicts behavior. The variable “vehicle” will show social status with 1 being low social status up to 5, the highest high social status. Here the “cutting people off” displays a person’s behavior, with 0 meaning they don’t cut people off and 1 meaning they do. Explain your findings using the data set provided to you labeled Module 5.

Module 5 Data set (Links to an external site.)

You will include a narrative that includes possible hypotheses and null hypotheses, an explanation of the relationship between the variables, and report the important results in APA format.