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Related Experiment Video

Updated: Jul 3, 2026

Experimental Paradigm for Measuring the Effects of Self-distancing in Young Children
07:01

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Published on: March 1, 2019

Bridging self-control and prosocial behavior in early adolescents: a simulation-based node-perturbation analysis.

Fang Yi1, Zhi Zhang1, Yilin Ren2

  • 1College of Physical Education and Health, Guangxi Normal University, Guilin, China.

Frontiers in Psychology
|July 2, 2026
PubMed
Summary
This summary is machine-generated.

Adolescent prosocial behavior varies by self-control profiles, with different groups responding to distinct helping behaviors. Understanding these person-centered differences is key for targeted interventions.

Keywords:
early adolescencehypothesis-generating simulationlatent profile analysisnetwork analysisnode perturbationprosocial behaviorself-control

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Area of Science:

  • Developmental Psychology
  • Behavioral Science
  • Network Analysis

Background:

  • Self-control is linked to prosocial behaviors in early adolescence.
  • Variable-centered methods don't fully capture person-level variations in these behaviors.
  • A person-centered, network-informed approach is needed.

Purpose of the Study:

  • Explore self-control profiles in early adolescents.
  • Analyze the network structures of prosocial behaviors within these profiles.
  • Investigate responses to simulated interventions (node perturbation).

Main Methods:

  • Latent Profile Analysis (LPA) for self-control subgroups.
  • Ising and Gaussian Graphical Models for network estimation.
  • Network Intervention Response Analysis (NIRA) for perturbation simulations.

Main Results:

  • Four self-control profiles identified: Lowest to Highest.
  • Prosocial behavior generally increased with self-control, but patterns varied.
  • Lower self-control profiles responded more to reactive helping; higher profiles to principle-based helping.

Conclusions:

  • Self-control profiles correlate with prosocial behavior extent and structure.
  • Node perturbation results are hypothesis-generating for future research.
  • School programs should use profile-sensitive, not universal, intervention methods.