Evidence Hub

Collaboration scripts in computer-supported collaborative learning: a systematic review from 2011 to 2024

Jiao F, Bian J, Zhang R, Zhou T

Frontiers in psychology, 2026

Abstract

Despite its crucial role in fostering learners' cognitive, social, and affective development, Computer-Supported Collaborative Learning (CSCL) continues to face persistent challenges, such as free-riding and unequal participation, that undermine its effectiveness. Collaboration scripts have been proposed as structured instructional supports that specify roles, sequence interaction, and provide procedural guidance to regulate collaborative processes. However, a comprehensive synthesis of recent empirical evidence remains limited. This study systematically reviews 53 peer-reviewed studies published between 2011 and 2024, examining collaboration scripts across four dimensions: research characteristics, learning outcomes, measurement approaches, and influencing factors. The findings indicate fluctuating publication trends, with renewed interest since 2020 driven by adaptive scripting and generative AI-supported approaches, reflecting a shift toward more flexible and learner-centered designs. Overall, collaboration scripts are associated with improvements across cognitive, behavioral, affective, and skills domains, though evidence regarding affective and skills-related outcomes remains mixed. Methodologically, studies rely on diverse instruments-including tests, questionnaires, user log data, artefacts, and interviews-yet single-method assessments are still common. Synthesizing influencing factors, this review conceptualizes collaboration scripts as regulation-distribution…

How strong is the evidence?

Evidence Hub reads this as a systematic review, done in people. Its evidence level is 1 of 5 (Highest · pooled evidence). Pooled evidence from several studies sits at the top of the evidence pyramid.

How the five levels of evidence work. The level is assigned automatically from the abstract and can be wrong, so check the paper.

Read the paper

Related studies

Go deeper in Evidence Hub

Evidence Hub adds a study data sheet (design, sample size, evidence level, key numbers), an AI summary and a chat grounded in the paper's text.

Open this study Sign up free