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Moderator or predictor?? Statistics

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RaptPeony7510
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10 Questions

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

Predictor (age) Moderator (gender) Outcome (income)

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

Predictor (Education Level) Moderator( Socioeconomic Status) Outcome (Job Satisfaction)

Hours of Study: Motivation Level: Exam Performance:

Predictor: Hours of Study Moderator: Motivation Level Outcome: Exam Performance

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

Predictor: Stress Level Moderator: Social Support Outcome: Mental Health Score

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

Predictor: Advertising Spending Moderator: Sales Revenue Outcome: Brand Loyalty

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

Predictor: Workload (continuous) Moderator: Leadership Style (categorical) Outcome: Employee Engagement (continuous)

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

Non of the above

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

Predictor: Environmental Conditions (categorical) Moderator: Consumer Awareness (continuous) Outcome: Purchasing Intentions (continuous)

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

Predictor: Exercise Frequency (continuous) Moderator: Social Influence (binary) Outcome: Weight Loss (continuous)

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

Non of the above

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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