Ihwan Ridwan, Abdullah Sinring, Kartini Marzuki, Pangeran Paita Yunus, Zulkifli Zulkkifli, Yusriadi Yusriadi
Community-Based Learning (CBL) situates learning with and within communities to build capabilities that extend beyond classrooms. This systematic review synthesizes evidence on the effectiveness of CBL for personal, social, and vocational empowerment. Following PRISMA 2020, we searched Scopus, Web of Science, ERIC, ProQuest, and Google Scholar (2010–2025) and conducted thematic synthesis complemented by bibliometric mapping. Of 8,395 records identified, 122 studies met inclusion criteria. Findings show consistent, positive effects on personal outcomes (e.g., self-confidence, agency, self-regulation) and social outcomes (e.g., teamwork, leadership, civic engagement), with vocational outcomes (e.g., employability, entrepreneurship, financial capability) also positive but more contingent on program design and market linkages. Effectiveness is strengthened by co-design with communities, cultural relevance, facilitator capability, cross-sector partnerships, and inclusive digital mediation; it is hindered by short funding cycles, heterogenous indicators, uneven governance, and equity/reporting gaps. The review further identifies three dominant conceptual and evaluative logics underpinning CBL implementation: capability-oriented, participation-based, and vocational transition approaches. The review integrates global evidence with local practices and SDG priorities (4, 8, 11) and proposes a unifying indicator logic to improve comparability across settings. We conclude that CBL functions as a systems intervention: when pedagogy is aligned with culture, governance, digital infrastructure, and labor-market connections, empowerment effects are stronger and more durable. Materials and extraction sheets are openly available on Zenodo to support transparency and reuse. Copyright: © 2026 Ridwan I et al.
Universitas Negeri Makassar, South Sulawesi, Makassar, Indonesia; Universitas Hasanuddin, South Sulawesi, Makassar, Indonesia
