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Learn how to interpret and summarize research reports effectively. Explore statistical information and understand significance levels using real examples. Discover key statistical measures and tools for different types of research questions.
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Introduction to Educational Research (5th ed.) Craig A. Mertler & C.M. Charles Chapter 5 Interpreting & Summarizing Published Research
Reading Research Reports • Skim to quickly examine nature of study and conclusions • Begin with abstracts, summaries • Title and introductions • Scan Findings, Conclusions, and Discussion • Summarize the report; include the following: • Topic • Subjects • Basic methods • Results • Complete bibliographic citation
Interpreting Statistical Information • Three types of research questions/findings: • Status—describes people, places, etc. as they currently exist • Comparison—examines differences between two or more groups • Covarying relationships—examination of relationships that will permit predictions
Interpreting Statistical Information (cont’d.) • Status reports (descriptive, qualitative research): • Often make use of raw data • Utilize statistics that indicate: • Typicality (mean, median, mode) • Spread or diversity (range, standard deviation) • Conversion or transformation (z-scores, percentile ranks, grade equivalents, etc.)
Interpreting Statistical Information (cont’d.) • Comparison reports (evaluation, causal-comparative, experimental research): • Utilize statistics including: • Chi-square (c2)—when data are counts or categories; used to determine if difference exists between two groups • t-Test—when measures are scores; used to determine whether difference exists between two groups based on means • Analysis of variance or ANOVA (F-ratio)—when measures are scores; used to determine whether differences exist between three or more groups based on variability of scores about the means
Interpreting Statistical Information (cont’d.) • Correlational reports (correlational research): • Utilize statistics including: • Pearson correlation coefficient (r)—when measures are scores; used to determine degree of relationship between variables, ranging from -1.00 to +1.00 • Many other additional measures of correlation exist
The Concept of (Statistical) Significance • Significant—whether or not a topic is worthy of investigation • Significance—a.k.a., “statistical significance;” interpreted as “it is very likely that the findings we observed in the sample also exist in the population” • Alpha level (a) determines the likelihood, or probability • Traditional values are .05 & .01
Applying Technology… Web sites to aid in writing a literature review • Writing a Literature Review in the Health Sciences and Social Work (http://www.utoronto.ca/hswriting/lit-review.htm) • Purdue University Online Writing Lab (http://owl.english.purdue.edu) • Electronic Reference Formats Recommended by the American Psychological Association (http://www.apastyle.org/elecref.html)