The two goals, the authors argue, are not merely adjacent items on the United Nations agenda; they are structurally interlocked. Gender equality is a precondition for broad-based economic growth, and decent work is one of the most reliable vehicles through which women convert new capabilities into real autonomy. Yet the evidence base that could guide policy has grown in fragments. Development economists have measured income and employment effects, gender studies scholars have traced shifts in agency and decision-making power, and agricultural researchers have documented outcomes for rural women, with each discipline addressing one slice of the problem and none addressing the whole. The review was designed to close exactly that gap, bringing the pieces together into a single, critically appraised synthesis.

Methodologically, the team followed the PRISMA 2020 reporting guidance, conducting the search on Scopus, a choice the authors themselves flag as a limitation because it restricts the sweep to a single database. The initial search returned 3,841 records. After deduplication and language filtering, 2,614 records entered title and abstract screening, and 1,161 survived to full-text assessment. Sixty-three studies met every pre-specified inclusion criterion, but six were removed during re-screening, leaving a final corpus of 57 peer-reviewed journal articles published between 2005 and 2022. That funnel, from nearly four thousand records to fifty-seven eligible studies, illustrates both the volume of interest in the field and the strictness of the evidence bar the reviewers applied.

Quality appraisal was carried out with the Mixed Methods Appraisal Tool, a widely used instrument for judging the methodological rigor of qualitative, quantitative, and mixed-methods studies. Because some of the included designs fell outside the tool’s empirical scope, the team supplemented it with five adapted criteria tailored to those non-standard designs. This dual approach matters for readers of the synthesis: it means the thematic conclusions rest on studies whose strengths and weaknesses were explicitly assessed rather than assumed, and it gives future researchers a transparent template for evaluating the often heterogeneous literature on gender and livelihoods.

From the 57 studies, the review distilled ten thematic clusters, and together they read like a map of the entire intervention landscape. The first cluster covers vocational training and its labour market outcomes, the classic territory of skills programmes aimed at wage employment. The second addresses digital skills and technology-mediated empowerment, an area that has expanded rapidly as mobile phones and internet access spread across low- and middle-income countries. The third examines microfinance, financial inclusion, and women’s agency, probing whether access to credit and savings genuinely shifts household power dynamics or merely adds financial obligations. The fourth and fifth clusters turn to entrepreneurship and self-employment, and to self-help group and cooperative models, the latter being especially prominent in South Asian contexts where collective savings and lending structures have become a signature vehicle for women’s economic mobilization.

The remaining clusters extend the map beyond individual-level interventions. Rural livelihoods and agriculture form the sixth theme, reflecting the reality that a large share of women’s work in many economies is agricultural and often unpaid or informal. Gender-responsive policy frameworks constitute the seventh, asking how governments design and implement programmes that acknowledge, rather than ignore, the structural constraints women face. The eighth theme, decent work quality and SDG 8 alignment, is a corrective to a common blind spot: counting jobs created is not the same as measuring whether those jobs are safe, fairly paid, and secure. The ninth theme addresses SDG 5 and SDG 8 interlinkages and synergies directly, and the tenth confronts structural barriers and constraints, the persistent social norms, mobility restrictions, and caregiving burdens that can hollow out even well-designed training programmes.

The headline finding of the synthesis is that integrated, multi-component programmes are associated with stronger empowerment and livelihood outcomes than standalone skills training. In other words, teaching a woman a skill in isolation rarely transforms her economic position. The studies suggest that training works best when it is bundled with complementary supports: access to finance, market linkages, mentorship, childcare, legal literacy, and engagement with the household and community norms that determine whether a woman can actually act on her new capabilities. This resonates with a broader lesson from development research, which has repeatedly found that constraints interact, so relieving one bottleneck while leaving others untouched often produces disappointing returns.

Beyond the thematic synthesis, the review makes a conceptual contribution that should prove useful to programme designers and researchers alike. The authors propose an integrated four-level framework that maps skill development inputs, empowerment pathways, livelihood outcomes, and policy moderators explicitly onto specified SDG 5 and SDG 8 targets. The framework’s value lies in forcing explicitness. Instead of vague claims that a programme empowers women, designers must specify which inputs are delivered, through which pathways they are expected to translate into agency and income, what outcomes are measured and at what time horizon, and which policy conditions moderate the chain. That structure also makes the SDG linkage operational, since each level can be aligned with concrete targets under the two goals rather than invoked rhetorically.

The review is candid about its own boundaries. The restriction to Scopus means relevant studies indexed elsewhere may have been missed, and the corpus is limited to peer-reviewed journal articles published between 2005 and 2022, which excludes grey literature from implementation agencies where much practical learning resides. The authors also note that the published record was still being finalized at the time of release, with the article shared early as a citable, peer-reviewed accepted version subject to further edits. These caveats do not undermine the central synthesis, but they do remind readers that thematic reviews are maps of the available evidence, not exhaustive inventories of everything known.

For policymakers, the practical implications are hard to ignore. As countries report on SDG 5 and SDG 8, the review suggests that progress metrics should track not only how many women complete training, but whether programmes are multi-component, whether they measure empowerment outcomes such as decision-making and control over income, and whether they account for job quality rather than job counts alone. For researchers, the ten thematic clusters and the four-level framework offer a shared vocabulary that can connect previously siloed literatures. And for the millions of women enrolled in skill programmes worldwide, the message is one of cautious optimism: skills matter, but skills embedded in supportive financial, social, and policy environments matter far more. The full open-access article is available under a Creative Commons Attribution 4.0 licence, and the research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors, with the authors declaring no competing interests.

Subject of Research: Skill development programmes for women's empowerment and sustainable livelihoods under SDG 5 and SDG 8

Article Title: A thematic review of skill development for women’s empowerment and sustainable livelihoods under SDG 5 and SDG 8

Article References: Srivastava, P., Noval, S., Nagar, P., Shekhawat, K., & Chopra, E. (2026). A thematic review of skill development for women’s empowerment and sustainable livelihoods under SDG 5 and SDG 8. Discover Sustainability. https://doi.org/10.1007/s43621-026-04676-7

Image Credits: AI Generated

DOI: 10.1007/s43621-026-04676-7

Keywords: women's empowerment, skill development, SDG 5, SDG 8, sustainable livelihoods, decent work, gender equality, microfinance, vocational training, self-help groups, gender-responsive policy, thematic review

The methodological backbone of the study is the PRISMA protocol, the standardized reporting framework that governs systematic reviews in health and social science research. PRISMA requires researchers to define explicit search strategies, apply transparent inclusion and exclusion criteria, and document every step by which a large pool of candidate records is narrowed to a final analytic sample. Following this discipline, Tiwari and Kumari identified 303 publications spanning the period from 2013 to 2024. The choice of starting year is not arbitrary: 2013 follows closely on the heels of the Millennium Development Goals era and captures the period in which the international community was negotiating the successor framework that would become the SDGs, adopted in 2015. The corpus therefore reflects the intellectual build-up to, and the decade of implementation of, the current global development agenda.

To analyze the 303 papers, the authors turned to bibliometric science, a field that applies quantitative methods to the structure of scholarly communication. Their principal instrument was VOSviewer, a widely used software package for constructing and visualizing bibliometric networks. VOSviewer builds maps in which individual publications, keywords, or countries appear as nodes, and the strength of the relationships between them, whether through co-citation, keyword co-occurrence, or collaboration, determines their proximity. Clusters of densely connected nodes reveal thematic communities that might otherwise remain invisible when the literature is scattered across economics, public health, education, management, agriculture, and engineering journals. The authors complemented these network visualizations with analyses in Excel, tracking publication counts over time and the geographic distribution of contributions.

The temporal picture that emerges is one of steady acceleration. Research output on women’s equity, inclusion, and the SDGs increased markedly after 2013, a trend the authors link to the growing policy salience of the gender goal as the 2030 deadline approaches. This is consistent with a broader pattern in sustainability science: as target dates near, funding bodies, governments, and journals channel attention toward the goals that remain furthest from achievement, and SDG 5 is widely regarded as one of the most off-track. The review suggests that the scholarly community has responded, though not uniformly across regions or disciplines.

Geographically, the analysis identified the United States, the United Kingdom, and India as the leading contributors to the literature. That trio is revealing. The two Anglophone powers reflect the concentration of research infrastructure, funding, and publication venues in the global North, while India’s prominence underscores both the scale of the gender challenges it faces and the strength of its social science research community. The authors’ finding that contributions are unevenly distributed echoes a persistent critique of development research: the countries where gender-based disparities are often most acute are frequently not the ones generating the bulk of the peer-reviewed evidence. Redressing that imbalance, the review implies, is itself a matter of research equity.

Thematically, the network analysis surfaced several distinct but interlocking clusters. Gender equality forms the conceptual core, surrounded by clusters on leadership, health, education, and socio-economic empowerment. The leadership cluster draws on a substantial corporate governance literature examining how women’s representation on boards and in senior management relates to firm performance and to environmental, social, and governance outcomes. Studies of Italian listed companies, for example, have probed the link between board diversity and sustainability disclosure, while work on small and medium-sized enterprises has asked whether women in management positions strengthen relational and environmental management practices. The consistent message of this strand is that diversity is not merely a compliance metric but a variable with measurable organizational consequences.

The health and education clusters tell a complementary story about human capital. Research on academic medicine has documented how institutions attempt to address gender disparities in recruitment, promotion, and retention, and how crises such as the COVID-19 pandemic threatened to reverse hard-won gains by disproportionately burdening women faculty. In education, studies range from interventions that break habitual gender bias in hiring of science faculty, to analyses of how schooling creates social change for lower-caste girls in rural India, to programs like Girls4STEM that aim to widen the pipeline into science, technology, engineering, and mathematics careers. A related body of work examines counterspaces, the supportive environments that help women of color persist in STEM higher education despite marginalization. Together these studies frame gender equity in education not as a standalone concern but as a prerequisite for the skilled, diverse workforce that sustainable development requires.

The socio-economic empowerment cluster extends the analysis into agriculture, finance, and entrepreneurship, domains where the SDGs’ ambitions meet everyday livelihoods. Field studies from Kenya have asked whether there are systematic gender differences in the adoption of sustainable agricultural intensification practices, while research from Malawi and Tanzania has documented the discriminatory effects of gender disparities in access to improved seeds and fertilizer at the plot level. A feminist political ecology perspective applied to wheat farming in Morocco and Uzbekistan shows how innovation systems themselves can embed gendered power relations. On the financial side, recent work examines whether digital financial services can deliver the autonomy and equality promised under SDG 5, a question of growing urgency as mobile money spreads across the developing world. Entrepreneurship research, including prior bibliometric analyses of women’s entrepreneurship in the SDG framework, positions women-led enterprises as engines of both income generation and community-level change.

What unifies these clusters, the review argues, is their interconnectedness in the architecture of the SDGs. Gender equality is not merely one goal among seventeen; it functions as a cross-cutting enabler whose achievement conditions progress on poverty reduction, health, education, decent work, and reduced inequalities. Earlier scholarship, including Nobel laureate Esther Duflo’s influential analysis of the two-way relationship between women’s empowerment and economic development, and Naila Kabeer’s critical work on the Millennium Development Goals, laid the conceptual groundwork for this view. The bibliometric evidence now shows that the research community has internalized it, with keyword networks binding empowerment, participation, and sustainability into a single conversation. The practical corollary, the authors emphasize, is that policies and programs must integrate gender perspectives deliberately, because doing so reduces disparities, enhances participation, and improves outcomes across education, health, and economic growth simultaneously.

The review also serves as a map of what remains unknown. By exposing the fragmentation of the literature across disciplines and regions, it identifies gaps that future studies should fill: stronger representation of research from the global South, deeper integration of the thematic clusters that bibliometrics reveals only as separate islands, and more work connecting micro-level interventions to macro-level SDG indicators. For policymakers, the message is that the evidence base for gender-inclusive sustainable development has matured enough to inform design, but remains uneven enough to demand investment. For researchers, the co-occurrence maps offer a starting point for collaboration across the very disciplinary boundaries that have kept the field disjointed. As the 2030 deadline looms, the study suggests that closing the gap between what is known about women’s contributions to sustainable development and what is done with that knowledge may be one of the most consequential tasks in the final stretch of the global goals.

Subject of Research: A bibliometric review of research on women's contributions to equity, inclusion, and the Sustainable Development Goals

Article Title: The role of women’s contributions to equity, inclusion, and Sustainable Development Goals: a bibliometric review

Article References: Tiwari, M., & Kumari, A. (2026). The role of women’s contributions to equity, inclusion, and Sustainable Development Goals: a bibliometric review. SN Social Sciences, 6(10), Article 441. https://doi.org/10.1007/s43545-026-01737-6

Image Credits: AI Generated

DOI: 10.1007/s43545-026-01737-6

Keywords: gender equality, SDG 5, sustainable development goals, bibliometric analysis, women's empowerment, equity and inclusion, VOSviewer, PRISMA, STEM education, women in leadership, socio-economic empowerment, global health and education

The instrument at the heart of the study is a 38-item questionnaire spanning seven distinct dimensions of gender equality: access to education, economic participation, awareness of gender-related policies, socio-cultural attitudes, health services, support for legal frameworks, and vocational training. Rather than relying on a single headline indicator such as school enrolment, the scorecard treats gender equality as a bundle of interlocking conditions, echoing a long line of scholarship, most notably Naila Kabeer’s work on resources, agency, and achievements, which argues that empowerment cannot be captured by any one measure. The researchers, led by Simon Ntumi of the University of Education, Winneba, drew their sample through stratified random sampling, ensuring that respondents were balanced across gender, age group, region, and socio-economic status so that the resulting scores could be compared meaningfully between places and populations.

Before any substantive conclusions could be drawn, the team had to demonstrate that the scorecard itself was statistically sound. They used exploratory and confirmatory factor analyses to check that the seven dimensions actually hung together as intended, and they computed three classic psychometric indices: Cronbach’s alpha, a measure of internal consistency; composite reliability, often abbreviated CR; and average variance extracted, or AVE, which gauges convergent validity. The numbers were strong. Cronbach’s alpha reached 0.93, well above the conventional 0.70 threshold, composite reliability stood at 0.92, and average variance extracted came in at 0.50, right at the accepted benchmark. In practical terms, this means the instrument measures something coherent and stable, and that responses to its items are consistent enough to support national-level inference.

With the tool validated, the descriptive findings revealed pronounced regional gradients. Greater Accra generally outperformed both Ashanti and the Northern region across literacy, vocational training participation, and access to information and communication technology. This pattern will surprise no one who has followed Ghana’s development trajectory, but the scorecard’s contribution is to quantify the gaps across many dimensions simultaneously, giving policymakers a single comparable framework rather than a patchwork of separate surveys. The digital divide is a particularly striking component: prior research, including work by Hilbert on the so-called digital gender divide, has shown that women in developing countries often face systematically lower access to mobile technology and the internet, and the Ghanaian data confirm that ICT access remains one of the clearest markers of regional and gendered inequality.

The analytical core of the study is a multiple regression model predicting women’s economic empowerment. Education emerged as the strongest positive predictor, with a standardized coefficient of 0.40 and a p-value below 0.001, meaning the association is extremely unlikely to be a statistical fluke. Vocational training followed closely with a coefficient of 0.35, and household income contributed a further 0.22. On the negative side, living in the Northern region was associated with a coefficient of minus 0.18, and perceived cultural norm constraints with minus 0.20, both statistically significant. Read together, these coefficients tell a coherent story: every additional channel of human capital, whether formal schooling, skills training, or household resources, lifts women’s economic standing, while restrictive social norms and regional disadvantage drag it down even after accounting for education and income.

One of the most consequential findings concerns gender-based violence. The researchers found that gender-sensitive policy implementation was inversely associated with gender-based violence, with a correlation coefficient of minus 0.67 and a p-value below 0.001. This is a strong relationship by social science standards and suggests that when institutions actively implement gender-responsive policies, rather than merely enacting them on paper, rates of reported violence tend to fall. The finding aligns with international evidence, including work published in The Lancet on health-system responses to violence against women, and it underscores a persistent theme in Ghanaian gender policy research: the gap between formal legal commitments, such as the National Gender Policy and Ghana’s obligations under the Convention on the Elimination of All Forms of Discrimination Against Women, and the everyday reality of enforcement.

The regional differences were not merely suggestive; they were statistically emphatic. An analysis of variance on composite gender-equality scores produced an F statistic of 219.10 with a p-value below 0.001 and an eta-squared of 0.181, indicating that roughly 18 percent of the variance in composite scores is attributable to region alone. In the vocabulary of effect sizes, that is a large effect. It means that where a Ghanaian lives is one of the single most powerful predictors of their gender-equality profile, shaping their literacy, their earning potential, their exposure to vocational training, and their attitudes toward gender roles. For a country that has made substantial national investments in education, including the Education Strategic Plan 2018 to 2030 and the expansion of senior high school access, the message is that national averages conceal as much as they reveal.

The Northern region’s position in the analysis deserves particular attention. Previous scholarship, including studies of socio-cultural barriers to girls’ education in Northern Ghana and UNICEF’s situation analyses of children and women in the region, has documented how early marriage, household labor demands, and entrenched norms about girls’ schooling interact with poverty to depress educational attainment. The scorecard data are consistent with that literature: Northern residence remained a significant negative predictor of empowerment even after controlling for education, income, and training. This suggests that infrastructure and schooling alone will not close the gap; interventions must also engage the normative environment, working with communities, traditional authorities, and men and boys, as scholars such as Jewkes, Flood, and Lang have argued in the context of violence prevention.

Methodologically, the study demonstrates that scorecard-style assessment tools, more familiar from corporate performance management than from development statistics, can be rigorously adapted to social measurement. The combination of factor analysis, reliability testing, regression, correlation, and analysis of variance provides a template that other countries could follow, and the authors position the tool as a practical framework for identifying regional inequalities and informing targeted interventions. The approach also resonates with a growing international interest in gender scorecards, including proposals for balanced scorecards linking gender equality to sustainable development published in the journal Sustainability. The Ghanaian study adds psychometric credibility to that movement, showing that a carefully constructed instrument can achieve both high reliability and validated construct structure in a real, diverse national sample.

The policy implications are clear and, in the authors’ framing, necessarily integrated. Expanding educational and vocational opportunities, particularly for women and girls in the north, strengthening women’s economic participation through income and enterprise support, addressing restrictive gender norms through community engagement, and improving the implementation of gender-responsive policies are not competing priorities but mutually reinforcing ones. The regression results imply, for instance, that vocational training delivers nearly as large an empowerment dividend as formal education, which argues for scaling skills programs alongside schooling reforms. The strong inverse association between policy implementation and gender-based violence suggests that enforcement capacity, not just legislation, is where marginal investment may matter most. As the 2030 deadline for the Sustainable Development Goals approaches, Ghana’s experience shows both the promise and the difficulty of the enterprise: gender equality is genuinely multidimensional, and only measurement tools that respect that complexity can tell governments where to act next.

Subject of Research: Multidimensional assessment of gender equality and women's empowerment in Ghana using a validated SDG 5 scorecard

Article Title: SDG 5 scorecards: using multi-dimensional assessment tools to track national progress on gender equality in education and social change in Ghana

Article References: Ntumi, S., Yeboah, A., Boye, E., Fuseini, A., Debrah, S., Gyambiby, D., & Gyamfua, E. (2026). SDG 5 scorecards: using multi-dimensional assessment tools to track national progress on gender equality in education and social change in Ghana. SN Social Sciences, 6(10), Article 462. https://doi.org/10.1007/s43545-026-01755-4

Image Credits: AI Generated

DOI: 10.1007/s43545-026-01755-4

Keywords: gender equality, SDG 5, Ghana, women's economic empowerment, scorecard, regional disparities, education, vocational training, gender-based violence, psychometrics, Northern Ghana, policy implementation