The study examined 653 common bean farmers across 13 districts in Uganda, comparing members of farmer groups supported by the MasterCard Farmer Network, or MFN, with members of similar groups that did not receive the same support. MFN is a digital platform designed to connect farmers with markets, payments and agricultural information. The researchers focused on a concept known as “individual-level collective agency,” which describes a person’s ability to work with others to pursue shared or personal goals. Rather than measuring empowerment only through income or market participation, the analysis considered several dimensions of agency, including leadership, collaboration, collective action and collective marketing.

The distinction is important because economic participation and decision-making power can move at different speeds. A farmer may sell more produce through a cooperative, receive digital payments or gain access to buyers without acquiring greater influence over how the group operates. The researchers therefore treated collective agency as a broader social and institutional outcome. It includes whether farmers feel capable of leading, whether they participate in joint activities and whether they can coordinate with others to improve their economic position. By separating these dimensions, the study tested whether a market-oriented digital intervention also altered the balance of influence between men and women.

Overall, farmers connected to MFN-supported groups recorded higher collective-agency scores than farmers in unsupported groups. The average score was 0.68 among MFN members, compared with 0.63 among non-MFN participants. The clearest difference appeared in collective marketing, a practice in which farmers combine their produce or coordinate sales to negotiate with buyers more effectively. Approximately half of MFN members reported marketing their produce collectively, while only 28 percent of farmers in unsupported groups did so. Collective marketing can reduce transaction costs, strengthen bargaining power and make it easier for smallholders to reach larger or more reliable markets.

The results became more complicated when the researchers examined individual dimensions of agency. MFN members were more active in collective marketing and market engagement, but farmers in unsupported groups expressed greater confidence in their potential to become leaders. About 81 percent of farmers in unsupported groups reported this confidence, compared with 70 percent of MFN members. The unexpected pattern suggests that economic integration does not necessarily produce a stronger sense of leadership. A program can make farmers more effective sellers while leaving their perceptions of authority, representation and influence unchanged—or even producing new tensions over who benefits and who speaks for the group.

Gender was a more persistent predictor of agency than group membership. Across nearly every comparison, men reported greater confidence in their leadership potential and higher participation in collective marketing than women. Support from the digital network did not eliminate these differences. Instead, the gender gap appeared to widen on the leadership measure among MFN participants. The finding does not mean that women failed to benefit from the program. Women gained opportunities to take part in group-based economic activities, but their increased participation did not translate into equal influence. Social expectations surrounding land ownership, household responsibilities, mobility and public leadership continued to shape who could make decisions and who was heard.

The study also found that the pathways associated with agency differed between women and men. Agricultural training was more strongly linked to increased agency among women, suggesting that practical knowledge and dedicated learning opportunities may help them participate more confidently in collective institutions. For men, extension services showed a stronger relationship with agency. The distinction may reflect differences in how farmers encounter agricultural support and how social norms determine who can access it. Older women reported particularly low levels of collective agency, possibly because caregiving responsibilities, accumulated restrictions on land access and reduced control over productive resources intensify as women age.

These findings carry implications far beyond Uganda’s bean sector. Digital agriculture is often presented as a rapid route to inclusion because mobile platforms can connect farmers to buyers, financial services, weather information and technical advice without requiring traditional intermediaries. But technology operates within existing social systems. If men are more likely to control land, manage finances or represent households in public spaces, a digital platform may improve the efficiency of a group without changing its internal hierarchy. Increased connectivity can therefore coexist with unequal authority. The study indicates that gender equality must be treated as an explicit program objective rather than an assumed consequence of participation.

The authors argue that future farmer networks should combine economic tools with gender-transformative measures, including targeted leadership training, stronger support for women’s access to agricultural knowledge and sustained community engagement on social norms. Such interventions would aim not only to bring women into markets but also to change how decisions are made inside households, cooperatives and producer organizations. As the United Nations prepares to mark 2026 as the International Year of the Woman Farmer, the research offers a timely warning and a practical direction: women’s participation in agrifood systems is essential, but participation, income and digital access should not be mistaken for equal agency. Closing the gender gap will require programs designed from the beginning to change both economic opportunities and the rules governing power.

Subject of Research: Collective agency, gender equality, digital farmer networks and collective marketing among common bean farmers in Uganda

Article Title: Does the Interplay Between Gender and Group Type Shape Collective Agency? Evidence From Mastercard Farmer Network in Uganda

News Publication Date: 20-Jul-2026

Web References: https://onlinelibrary.wiley.com/doi/full/10.1002/fes3.70290

References: Food and Energy Security, DOI: 10.1002/fes3.70290

Image Credits: Alliance of Bioversity and CIAT / O. Kimani

Keywords: Uganda, women farmers, gender equality, collective agency, digital agriculture, farmer networks, MasterCard Farmer Network, common beans, collective marketing, agricultural empowerment

At the heart of this study is the recognition that empowering women within the agro-value chain has a multiplying effect on community development. As women gain access to resources, training, and networks, they become more productive, which contributes to local food security and economic stability. The researchers emphasize that when women are involved in agricultural production, they tend to reinvest a considerable portion of their income into their families, thus fostering better health and education for future generations. This cyclical benefit accentuates the necessity to focus on women’s roles in agriculture as catalysts for development.

The most significant changes identified in the study relate to access to resources. Women who have participated in various empowerment programs have reported enhanced access to land, financial services, and agricultural inputs. These resources are crucial for optimizing production and improving the quality of agricultural outputs. Additionally, increased access to training and skill development has enabled many women to adopt more sustainable farming practices, thus ensuring both their economic viability and environmental sustainability. This shift highlights the intersection of gender equity and ecological health, a theme that resonates with global sustainability goals.

Moreover, the research outlines the pathways through which these transformations occur. One prominent pathway is through cooperative formation, where women organize themselves into groups to pool resources and share knowledge. Collectively, they can access better markets, negotiate fair prices, and gain bargaining power. This solidarity not only boosts their economic status but also fosters a sense of community and mutual support among women, ultimately facilitating a cultural shift towards recognizing women’s contributions within society.

The study also reveals the role of technology in enhancing women’s empowerment in the agro-value chain. With the growing prevalence of mobile technology and digital platforms, women are increasingly able to access information about markets, prices, and agricultural practices. This access allows them to make informed decisions that can enhance their productivity and profitability. Furthermore, the use of technology has improved communication and collaboration among women, which is essential for sharing best practices and fostering innovation within the sector.

Importantly, the researchers recognize the challenges that persist despite these positive changes. Issues such as gender-based violence, cultural norms, and inadequate support systems still hinder many women from fully realizing their potential in agricultural enterprises. Thus, it is crucial to address these challenges through integrated approaches that involve both men and women, ensuring that the entire community benefits from women’s economic empowerment.

In addition to addressing challenges, the study stresses the importance of policy frameworks that support women’s empowerment in agriculture. Policymakers have a pivotal role in creating an enabling environment that fosters equality and facilitates access to resources. By prioritizing gender-sensitive policies, governments can dramatically alter the landscape for women in agriculture, providing them with the tools necessary to thrive.

Furthermore, the implications of women’s empowerment extend beyond individual women or families; they have the potential to transform entire communities and economies. When women are empowered, they contribute to greater economic growth, enhance resilience to climate change, and promote overall societal well-being. This ripple effect underscores the critical importance of investing in women’s roles in agriculture as a strategic move towards sustainable development.

As the research concludes, the authors call for a multi-stakeholder approach to support women in the agro-value chain. This involves collaboration between governments, NGOs, private sector players, and the women themselves to create comprehensive strategies that address the various dimensions of empowerment. Such partnerships are vital for harnessing the collective expertise and resources necessary for sustainable change.

Overall, the insights provided by Kwiringira and colleagues profoundly demonstrate that enhancing women’s economic empowerment in Uganda’s agro-value chain is not merely a moral imperative but an essential strategy for achieving sustainable development. The convergence of economic growth, gender equity, and environmental stewardship presents a promising vision for the future of Uganda and can serve as a blueprint for similar initiatives in other regions.

In summary, the study highlights the significant progress made in empowering Ugandan women through their involvement in agriculture. However, sustained efforts and comprehensive strategies are required to ensure these changes not only persist but thrive. The empowerment of women within the agro-value chain stands as a beacon of potential, illuminating the path toward a more equitable and prosperous future.

Subject of Research: Women’s Economic Empowerment in the Agro-Value Chain

Article Title: Most significant changes from women’s economic empowerment and pathways from Ugandan women in the agro-value chain

Article References:

Kwiringira, J.N., Amuge, G.E., Okimait, D. et al. Most significant changes from women’s economic empowerment and pathways from Ugandan women in the agro-value chain.
Discov glob soc 3, 145 (2025). https://doi.org/10.1007/s44282-025-00301-6

Image Credits: AI Generated

DOI: https://doi.org/10.1007/s44282-025-00301-6

Keywords: Women’s empowerment, agro-value chain, Uganda, economic development, sustainability, gender equality, cooperative formation, technology in agriculture.

The study’s foundation lies in dissecting the realities of AIV production, an agricultural sub-sector where women have traditionally held dominant roles in cultivation and sales. Despite their substantial contribution, women’s control over the income derived from AIVs remains significantly constrained when juxtaposed with their male counterparts. This disparity is exacerbated by a commercial threshold phenomenon; as AIV commercialization progresses and incomes rise beyond a certain point, men tend to assume control over revenues, effectively marginalizing women from the fruits of their labor. This observation underlines a critical challenge in women’s economic empowerment, revealing a latent “male takeover” that accompanies the commercialization process in agricultural value chains.

Income disparities between AIV production and other crops further complicate this landscape. The study found that revenues from AIVs are approximately 47% lower compared to other crop revenues, a factor that influences both household economic stability and the bargaining power exerted by women within these households. It is important to recognize that AIVs, despite being a vital source of nutrition and income for many smallholder families, remain less lucrative, which impacts the level of agency women can exercise over these resources.

Crucially, the investigation identifies two primary linchpins to augmenting women’s bargaining power within the household sphere: land ownership and education. Land tenure rights empower women by legally and culturally embedding their stake in agricultural activities, which in turn enhances their voice in household decision-making processes, particularly concerning income control. Education complements this by equipping women with the knowledge and confidence required to navigate both agricultural production complexities and the market environment more effectively. Together, these factors work synergistically to bolster intra-household empowerment, thereby elevating women’s status in rural economies.

More strikingly, the empowerment of women through these channels extends beyond personal or household economic gains. Improved control over income allows women to allocate resources toward critical aspects of household welfare. For instance, the study highlights that empowered women tend to invest more in dietary diversity and children’s education, fostering long-term human capital development within their households. The implications here suggest a virtuous cycle where increased female empowerment not only enhances individual well-being but also drives broader socio-economic progress in rural communities.

From a policy perspective, these findings advocate for multi-dimensional interventions. Foremost among them is the reinforcement of women’s land rights, a domain fraught with legal and cultural barriers in many parts of Kenya and sub-Saharan Africa. Strengthening these rights requires not only legislative reforms but also community-level sensitization to shift entrenched gender norms. Education policies must likewise focus on expanding access and quality for girls and women, recognizing education as a transformative tool for empowerment.

In parallel, market-oriented policies targeted at improving women’s access to agricultural markets can substantially mitigate the risks associated with commercialization. Establishing women-specific cooperatives provides a collective bargaining platform that can enhance market access and information sharing. The integration of digital technologies to improve market information systems is another promising approach; equitable access to such platforms ensures women are better equipped to navigate price fluctuations and demand shifts, reducing the asymmetries that often disadvantage them.

However, the study acknowledges several limitations that signal avenues for future research. Its primary lens focuses on intra-household dynamics, which, while critical, represents just one dimension of women’s economic empowerment. External factors such as network relationships, institutional frameworks, and the broader business climate profoundly impact women’s entrepreneurial success and ought to be incorporated in subsequent analyses. Furthermore, deeply rooted cultural norms and societal expectations continue to shape the way gender roles unfold in agricultural settings, requiring more comprehensive, culturally sensitive inquiry.

The data underpinning the study stem from the year 2015, an aspect that invites cautious interpretation of current applicability. Although the challenges identified remain broadly relevant, ongoing socio-economic changes necessitate updated empirical investigation. Continuous monitoring and evaluation of gender-sensitive policies and interventions are essential to adapt strategies effectively in response to shifting realities within rural Kenyan communities.

In synthesizing these insights, the study underscores the necessity of targeting the structural determinants of empowerment. Land rights and education emerge as cornerstone elements that can safeguard women’s autonomy over income, even amidst rising AIV commercialization. Moreover, ensuring women’s equitable participation in agricultural markets complements these structural reforms, fostering an enabling environment where women’s contributions translate into tangible economic control.

Understanding the mechanisms by which commercialization alters intra-household power relations is vital for crafting policies that prevent the erosion of women’s empowerment gains. As incomes from AIVs increase, the observed tendency for men to appropriate control underscores the fragility of empowerment in the face of economic shifts. This calls for deliberate policy attention to maintain and strengthen women’s negotiated positions within their households and communities, emphasizing gender equity not only as a social justice objective but as a driver of sustainable economic development.

The link between women’s empowerment and enhanced household welfare also offers compelling motivation for integrating gender considerations into broader agricultural and rural development programs. Women’s increased control over agricultural income directly correlates with improved child nutrition and education, which are foundational elements for breaking cycles of poverty and ensuring intergenerational development.

As digital tools increasingly permeate agricultural markets, prioritizing women’s access to these resources can enhance transparency and inclusivity in value chains. Market information systems tailored to women’s needs will enable them to overcome informational disadvantages, negotiate better prices, and expand their entrepreneurial capacities, thereby solidifying their economic roles and agency.

The study’s conclusions contribute significantly to the discourse on gender and agriculture by highlighting the nuanced realities of empowerment within rural Kenyan households. It offers a roadmap for policymakers, development practitioners, and researchers aiming to foster inclusive agricultural economies where women’s labor and leadership are fully recognized and rewarded equitably.

Moving forward, integrating a more holistic approach that encompasses social norms, institutional reform, and business ecosystem development will be essential. Future research endeavors focusing on the multidimensional nature of empowerment stand to enrich understanding and inform more effective interventions that support women’s sustained economic participation and influence.

In sum, this research poignantly illustrates that women’s empowerment in the AIV sector is not merely a matter of production and sales but fundamentally involves securing control over income and decision-making. Addressing intra-household bargaining dynamics through land ownership, education, and market access holds promise for transforming gender relations in agriculture. Such transformation aligns squarely with the global ambition of attaining gender equality and sustainable development, affirming the indispensable role of women in shaping resilient, prosperous rural economies.

Subject of Research: Women’s empowerment and household welfare in the Kenyan African Indigenous Vegetable supply chain

Article Title: Women’s empowerment and household welfare in the Kenyan African Indigenous Vegetable supply chain

Article References:
Deißler, L., Krause, H. & Grote, U. Women’s empowerment and household welfare in the Kenyan African Indigenous Vegetable supply chain. Humanit Soc Sci Commun 12, 604 (2025). https://doi.org/10.1057/s41599-025-04832-w

Image Credits: AI Generated