Mapping a Decade of Research on Women, Equity, and the Sustainable Development Goals

Gender equality has long been framed as a moral imperative, but a new bibliometric review argues it is also the connective tissue holding the entire 2030 Agenda together. In a study published in SN Social Sciences, Manish Tiwari and Anshu Kumari of the National Institute of Technology Patna systematically mapped the scholarly literature on women’s contributions to equity and inclusion, and on how those contributions feed into the Sustainable Development Goals, with particular attention to SDG 5, the goal dedicated to gender equality and the empowerment of women and girls. By treating eleven years of publications as a single dataset, the authors set out to answer a deceptively simple question: where has the research on women and sustainable development actually been done, by whom, and on what themes?

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