is an essential step in the evaluation process of all programs. McKenzie et al. (2009) explained that ?inappropriate data
analyses can lead to, among other problems, harm to a person or property, implementation of inappropriate policies or procedures, and the waste of time, effort, and resources? (p. 135). Proper data
analyses include three steps: create an analysis
plan, put the plan into action, and justify your strategies. A carefully thought-out data analysis
plan can help evaluators avoid misleading interpretations and/or conclusions.
To prepare for this Assignment:
Review the ?Stress Reduction Program: Quantitative and Qualitative Data
? provided in the Learning Resources, as well as the objectives of the stress-reduction program described in the Week 2 Assignment.
Review ?Data Analysis
? in Chapter 15 of the McKenzie et al. text and the articles ?Local Program Evaluation for Tobacco Control: Tips on Data
Analysis?and ?Steps Tool Kit Module 7: Analyzing Data
.? Consider the type of analysis
you would perform on the data
sets (descriptive vs. inferential, number of variables). Take into account the evaluation questions, the types of data
collected, and the intended audience.
Review the eight methods of data
interpretation presented in the McKenzie et al. text. Reflect on which of the eight methods are the most appropriate for interpreting the provided evaluation data
Assignment (1?2 pages):
Describe the methods you might use to analyze the data
Explain which of the eight methods of data
interpretation you would use to interpret the provided data
Justify your response using the Learning Resources and current literature.
Your written Assignments must follow APA guidelines. Be sure to support your work with specific citations from this week?s Learning Resources and additional scholarly sources as appropriate. Refer to the Essential guide to APA style to ensure your in-text citations and reference list are correct.
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McKenzie, J.F., Neiger, B.L., & Thackeray, R. (2013). Planning, implementing, and evaluating health promotion programs (6th ed.). San Francisco, CA: Pearson.