Predicting Academic Stress from Social Media Use A Quantitative Case Study
Автор: Team Robinson
Загружено: 2026-01-04
Просмотров: 5
Описание:
This video demonstrates how to use simple linear regression to predict academic stress from social media use in a quantitative case study. It explains when regression is appropriate, how prediction differs from correlation, and how theory guides variable selection and interpretation. The video walks through alignment of the problem, literature gap, theoretical framework, research question, hypotheses, assumptions, and regression output. It models how to interpret slopes, R², confidence intervals, and limitations responsibly, emphasizing the difference between statistical significance and predictive usefulness. Designed for graduate and doctoral students, this video shows how regression supports proportionate, evidence-based conclusions without making causal claims.
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