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Fit a multiple regression model, testing whether a mediating variable partly or completely mediates the effect of an initial risk factor variable on an outcome

  • Fit a multiple regression model, testing whether a mediating variable partly or completely mediates the effect of an initial risk factor variable on an outcome variable. Think about whether the model will meet assumptions (or not).
  • Fit the model, testing for mediation between two key variables.
  • Analyze the output, determining whether mediation was significant, and interpret that result.
  • Reflect on possible implications for social change.

write an analysis that includes the following:

  • A description of the research question, hypotheses, and variables, including the type of variable (independent, dependent, mediating/moderating) and level of measurement (categorical, ordinal, continuous).
  • A clear description and visual display of the statistical analysis in APA Publication Manual, 7th edition (APA) style, including regression tables (e.g., model summary, ANOVA, coefficients) and figures (e.g., regression line) as appropriate.
  • An analysis of the output, determination about wether the output was significant, and interpretation of the statistical results.
  • A reflection on possible implications for social change.

The analysis should be in APA format, including a title page, references, and an appendix, which includes your SPSS data output.

image text in transcribed
Q Search application Name Type Width Decimals Label Values Missing Columns Align Measure Role 1 1 0 SEX OF RESPONDENT (1, Male)... None 8 Right Nominal Input SEX Numeric 2 MENTHLTH Numeric 0 None None 10 Right Scale ` Input IN NUMBER OF DAYS MENTAL HEALTH NOT GOOD 3 HLTHPLN Numeric HAVE ANY HEALTH CARE COVERAGE {1, No).. None 10 Right Nominal Input 4 MEDCOST Numeric COULD NOT SEE DR. BECAUSE OF COST {1, No)... None 9 Right Nominal Input 5 ASTHMA Numeric ASTHMA (EVER TOLD) {1, No)... None 9 Right Nominal Input 6 DEPRESS Numeric DEPRESSIVE DISORDER (EVER TOLD) (1, No)... None 10 Right Nominal Input 7 KIDNEY Numeric 0 KIDNEY DISEASE (EVER TOLD) (1, No)... None 10 Right Nominal Input 8 ARTHRIT Numeric o ARTHRITIS (EVER TOLD) (1, No)... None 10 Right Nominal ` Input 9 MARITAL Numeric 0 MARITAL STATUS {1, Married)... None 8 Right Nominal Input 10 EDUCA Numeric 0 EDUCATION LEVEL {1, Never attended school or only ... None 7 Right Nominal ` Input 11 EMPLOY Numeric 0 EMPLOYMENT STATUS (1, Employed for wages).. None 9 Right Nominal Input 12 RACE Numeric RACE-ETHNICITY CATEGORIES (1, White only, Non-Hispanic)... None 8 Right Nominal ` Input N P 13 AGE Numeric AGE OF RESPONDENT None None 9 Right Scale ` Input 14 Numeric lo None lone 8 Scale Input BMI BODY MASS INDEX Right 15 DRNKWK Numeric 0 NUMBER OF DRINKS OF ALCOHOL BEVERAGES PER WEEK None None 11 Right Scale Input PHYSACT Numeric MINUTES OF TOTAL PHYSICAL ACTIVITY PER WEEK None None 9 Right Scale Input FRUITS Numeric 11 O TOTAL FRUITS CONSUMED PER DAY None None Right Scale Input 18 VEGGIES Numeric 5 0 TOTAL VEGETABLES CONSUMED PER DAY None None 11 Right Scale Input 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 EXAMIII Overview | Data View Variable View IBM SPSS Statistics Processor is ready Unicode:ON |Classic

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