An expansive view of ‘rigorous’ research is needed, particularly when studying complex health and human rights issues in settings where the imbalance of power between research participants, users and producers is heightened. This article examines how applying participatory, feminist and anthropological methods in gender-based violence research can hold researchers accountable to both acknowledging and explicitly addressing these power disparities. Applying these approaches throughout the research process takes time – to build trust and share stories rather than ‘extract’ data, to engage in collective meaning-making with those whose lived experiences are a form of expertise, and to consider how knowledge is represented and with whom it is shared. We provide examples and reflections from Empowered Aid, participatory action research that examines sexual exploitation and abuse in relation to humanitarian aid distributions, and tests ways for making aid safer. The study is grounded in ethnographic research by Syrian and South Sudanese women and girls living as refugees in Lebanon and Uganda, to safely take an active role in asking and answering questions about their own lives.

Lebanon’s intersecting economic and political crises exacerbate complex public health issues among both host and refugee populations. This mixed-methods study by a Lebanese service provider, in partnership with an international research institute, seeks to better understand how experiences of gender-based violence (GBV) and mental health intersect in the lives of Syrian and Lebanese women, and how to better meet these needs. It employs a randomized cross-sectional survey of 969 Abaad service users and focus groups with community members and service providers. There were significant associations between GBV and ill mental health; notably, respondents reporting transactional sex had 4 times the likelihood of severe distress (aOR 4.2; 95% CI 1.2–14.8; p ≤ 0.05). Focus groups emphasized less-visible forms of violence, such as emotional violence, and the importance of environmental factors in one’s ability to cope, noting “it always came back to the economy”. Recommendations include providing a more holistic and coordinated approach between GBV, mental health, livelihood, and basic assistance sectors; and sensitive, accessible, and higher-quality mental health services informed by GBV response actors’ experience putting in place survivor-centered programming and made available to both host and refugee community members.

Measuring human rights violations is particularly challenging during or after armed conflict. A recent nationwide survey in the Central African Republic produced estimates of rates of grave violations against children and adults affected by armed conflict, using an approach known as the "Neighborhood Method".