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Predicting Later Adolescent Risk Behaviors: Which Proximal Outcomes Matter?
Julius Anastasio1, Russell Cole2
1Mathematica Inc, 600 Alexander Park, Suite 100, Princeton, NJ, USA. janastasio@mathematica-mpr.com.
Relationship education programs show proximal outcomes predicting adolescent risk behaviors. Risky social media use is a key risk factor, while self-efficacy and self-awareness are protective for sexual behaviors.
Area of Science:
- Adolescent Health
- Behavioral Science
- Public Health Interventions
Background:
- Prevention programs often target adolescent risk behaviors, but effectiveness is typically measured by long-term outcomes.
- There is a need for evidence on proximal outcomes that predict later adolescent risk behaviors.
- Relationship education programs aim to influence adolescent development before risk behaviors emerge.
Purpose of the Study:
- To analyze longitudinal data to identify proximal outcomes that predict later adolescent sexual behavior and substance use.
- To evaluate the effectiveness of relationship education programs by examining intermediate outcomes.
Main Methods:
- Longitudinal survey data from ~1,100 adolescents (grades 9-12) who participated in a relationship education program.
- Regression models assessed associations between 30 posttest proximal outcomes and nine later behavioral outcomes (sexual behavior, substance use) over six months.
- Exploratory analyses focused on effect-size magnitude, directional consistency, and theoretical coherence.
Main Results:
- Twenty-two proximal outcomes significantly predicted later behavioral outcomes.
- Risky social media behavior was a consistent cross-domain risk factor.
- Self-efficacy in relationship skills and self-awareness were protective for sexual behavior; intentions to have sex showed unexpected protective associations.
Conclusions:
- Proximal outcomes, such as self-efficacy and self-awareness, can serve as useful predictors of adolescent risk behaviors.
- Findings support the use of proximal outcome assessment in evaluating prevention programs when distal outcomes are difficult to measure.
- Risky social media behavior is a critical area for intervention and future research in adolescent risk prevention.
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