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Title page
Contents
Abstract 1
1. Introduction 5
2. Methodology 8
2.1. Sample construction 8
2.2. Searches and selection of studies 9
2.3. Study extraction 10
2.4. Standardization of effect sizes 11
2.5. Meta-analysis and meta-regression 12
3. Results 14
3.1. Sample description 14
3.2. Assessing publication bias 19
3.3. Pooled effect sizes 20
3.4. Meta-regression results 22
3.5. Cost-benefit results 24
4. Discussion and policy implications 25
References 30
Appendix A. Supplementary information and analysis 35
Appendix B. Scopus search strings in eligible languages 65
TABLE 1. Sample characteristics 18
TABLE 2. RVE Meta-regression results across all outcomes by publication, implementation and effect characteristics 23
FIGURE 1. PRISMA flow diagram 15
FIGURE 2. Geographical distribution of overall effect sizes 16
FIGURE 3. Pooled effects by SSN type (top) and outcome indicator (bottom) 21
TABLE A1. Summary of related meta-analyses on women's economic achievement and agency outcomes (2013-2023) 37
TABLE A2. Inclusion and exclusion criteria 38
TABLE A3. Revised Joanna Briggs Institute quality assessment for experimental studies 40
TABLE A4. Indicator definitions for characteristics at the publication, intervention and effect level 41
TABLE A5. Publication details ordered by country of study and year of publication 43
TABLE A6. Pooled effect sizes for all social safety net interventions 50
TABLE A7. Pooled effect sizes across all outcomes by different social safety net interventions 50
TABLE A8. Pooled effect sizes for social safety net interventions by different outcome categories of economic achievements and agency 51
TABLE A9. Pooled effect sizes for economic achievement and agency domains by social safety net intervention types 52
TABLE A10. Summary of cost-benefit analysis in included studies 53
FIGURE A1. Conceptual framework linking social safety nets to women's agency and economic achievements 35
FIGURE A2. Number of publications over time 35
FIGURE A3. Doi plot assessing publication bias 36
FIGURE A4. Violin plots for combined effects by social safety net type 36
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