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Moderator or predictor?? Statistics

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Questions and Answers

Age (continuous) Gender (categorical) Income (continuous)

Predictor( Income) Moderator (gender) Outcome (age)
Predictor (gender) Moderator (age) outcome (income)
None of the above
Predictor (age) Moderator (gender) Outcome (income) (correct)

Education Level (categorical) Job Satisfaction (continuous) Socioeconomic Status (categorical)

Predictor (Education Level) Moderator( Socioeconomic Status) Outcome (Job Satisfaction) (correct)
Predictor (Socioeconomic Status) Moderator(Education Level) Outcome (Job Satisfaction)
Predictor (gender) Moderator (age) outcome (income)
Non of the above

Hours of Study: Motivation Level: Exam Performance:

Predictor: Exam Performance Moderator: Hours of Study Outcome: Motivation Level
Predictor: Hours of Study Moderator: Motivation Level Outcome: Exam Performance (correct)
None of the above
Predictor: Motivation Level Moderator: Hours of Study Outcome: Exam Performance

Mental Health Score (continuous) Social Support (continuous) Stress Level (continuous)

Predictor: Stress Level Moderator: Social Support Outcome: Mental Health Score (D) Signup and view all the answers

Brand Loyalty (continuous) Advertising Spending (continuous) Sales Revenue

Predictor: Advertising Spending Moderator: Sales Revenue Outcome: Brand Loyalty (C) Signup and view all the answers

Leadership Style (categorical) Employee Engagement (continuous) Workload (continuous)

Predictor: Workload (continuous) Moderator: Leadership Style (categorical) Outcome: Employee Engagement (continuous) (A) Signup and view all the answers

Personality Type (categorical) Team Dynamics (continuous) Project Success (binary)

Non of the above (D) Signup and view all the answers

Environmental Conditions (categorical) Consumer Awareness (continuous) Purchasing Intentions (continuous)

Predictor: Environmental Conditions (categorical) Moderator: Consumer Awareness (continuous) Outcome: Purchasing Intentions (continuous) (D) Signup and view all the answers

Social Influence (binary) Weight Loss (continuous) Exercise Frequency (continuous)

Predictor: Exercise Frequency (continuous) Moderator: Social Influence (binary) Outcome: Weight Loss (continuous) (A) Signup and view all the answers

Product Quality (continuous) Customer Satisfaction (continuous) Customer Feedback (continuous)

Non of the above (D) Signup and view all the answers

Study Notes

Types of Variables

Age, Income, Job Satisfaction, Mental Health Score, Social Support, Stress Level, Brand Loyalty, Advertising Spending, Sales Revenue, Employee Engagement, Workload, Exercise Frequency, Weight Loss, Product Quality, Customer Satisfaction, and Customer Feedback are all continuous variables
Gender, Education Level, Socioeconomic Status, Leadership Style, and Personality Type are categorical variables
Project Success and Social Influence are binary variables

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