Open access Journal
Effectiveness of Interventions to Improve Socioeconomic Participation, Access to Services, Quality of Life, and Social Inclusion Among People with Disabilities: A Systematic Review and Meta-analysis
Journal of Nonformal Education · Vol. 12 No. nformal (2026) · pp. 363–379
- ISSN
- 2528-4541, 2442-532X
- Published
- 2026-08-21
- Publisher
- Universitas Negeri Semarang
- Language
- eng
Abstract
Background – The persistent exclusion of people with disabilities from social, economic, and health systems remains a critical global issue, driven by structural barriers, stigma, and unequal access to resources. Despite a growing number of intervention studies, evidence on their comparative effectiveness across contexts remains fragmented. Research Urgency – Existing disability interventions vary widely in design, implementation, and contextual adaptability, while systematic evidence on which models are most effective in improving inclusion outcomes is limited, particularly regarding how intervention types explain effect variability across studies. Research Objectives – This study systematically synthesizes the effectiveness of disability-related interventions in improving social participation, access to services, and inclusion outcomes, and examines the moderating role of intervention type in explaining between-study heterogeneity. Research Method – A systematic review and meta-analysis were conducted on 23 empirical studies. Random-effects and mixed-effects meta-regression models were applied to estimate pooled effect sizes and assess intervention type as a moderator of heterogeneity. Research Findings – The results indicate a significant overall positive effect of interventions on inclusion outcomes (estimate = 0.480; p < 0.001; 95% CI: 0.229–0.732). Heterogeneity was low to moderate (I² = 28.11%, Q = 39.221, p = 0.013). Moderator analysis revealed that intervention type significantly influenced effect size (QM = 19.817, p = 0.0002), with certain intervention categories demonstrating stronger effects. Evidence of potential publication bias was observed (Egger’s test p < 0.001), although results remained stable under sensitivity analysis. Research Conclusion – Disability-related interventions are generally effective in improving inclusion outcomes; however, their effectiveness depends significantly on the type of intervention implemented and contextual conditions. Research Novelty/Contribution – This study provides a comprehensive quantitative synthesis of disability inclusion interventions and advances the literature by identifying intervention type as a significant moderator of effectiveness, offering evidence-based guidance for policy design and inclusive development strategies.
Keywords
Collaboration network of the authors
40 authors · 124 co-authorship links · 8 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Sebelas Maret University
- Universitas Halu Oleo
- Universitas Mega Buana Palopo
- Universitas Cokroaminoto Palopo
- Universitas Sembilanbelas November Kolaka
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Suminah Suminah | Sebelas Maret University | 5 |
| Emi Widiyanti | Affiliation unknown | 2 |
| Agung Wibowo | Sebelas Maret University | 2 |
| Tri Suminar | Affiliation unknown | 2 |
| Sungkowo Edy Mulyono | Affiliation unknown | 2 |
| Titi Prihatin | Affiliation unknown | 2 |
| Seftia Kusumawardani | Affiliation unknown | 2 |
| Dwiningtyas Padmaningrum | Affiliation unknown | 2 |
| Imam Shofwan | Affiliation unknown | 2 |
| Jayanti Yusmah Sari | Universitas Halu Oleo | 1 |
| Nirsal Nirsal | Universitas Cokroaminoto Palopo | 1 |
| Suharsono Bantun | Universitas Sembilanbelas November Kolaka | 1 |
| LM. Fid Aksara | Universitas Halu Oleo | 1 |
| Muh Yamin | Universitas Halu Oleo | 1 |
| Joko Winarno | Affiliation unknown | 1 |
| Distantya Hanifa | Affiliation unknown | 1 |
| Joko Winarno | Sebelas Maret University | 1 |
| Distantya Hanifa | Sebelas Maret University | 1 |
| Putri Permatasari | Affiliation unknown | 1 |
| Umi Hanifah | Sebelas Maret University | 1 |
| Putri Permatasari | Sebelas Maret University | 1 |
| Sugihardjo Sugihardjo | Affiliation unknown | 1 |
| Muhammad Ivan Rizki | Affiliation unknown | 1 |
| Sugihardjo Sugihardjo | Sebelas Maret University | 1 |
| Muhammad Ivan Rizki | Sebelas Maret University | 1 |
| Muhammad Gilang Nur Alif | Affiliation unknown | 1 |
| Emi Widiyanti | Sebelas Maret University | 1 |
| Muhammad Gilang Nur Alif | Sebelas Maret University | 1 |
| Naufal Rastra Shubhi | Affiliation unknown | 1 |
| Naufal Rastra Shubhi | Sebelas Maret University | 1 |
| Yudi Siswanto | Affiliation unknown | 1 |
| Diva Pramesti Putri | Affiliation unknown | 1 |
| Safira Arbella Aurell Urrofik | Affiliation unknown | 1 |
| Fadia Talia Salsabila Hervi | Affiliation unknown | 1 |
| Ariyani Widyastuti | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.