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The purpose of this study is to identify the most vulnerable households and districts in Northwest Ethiopia and help decision-makers in developing and prioritising effective adaptive strategies and actions.

A multi-scale analytical tool and hazard-generic socio-economic indicators were developed to identify and prioritise the most vulnerable households and districts in Northwest Ethiopia. Categorical principal component analysis with 36 indicators was used to develop weights for different indicators and construct a household intrinsic vulnerability index. Data were collected through key information interviews, focus group discussions and a household survey with 1,602 randomly selected households in three districts of Northwest Ethiopia.

Drawing on intrinsic vulnerability index computation, this study highlights that low levels of education, low access to climate information and credit services, long distance travelled to fetch water and frequent food shortages are the dominant factors contributing to high levels of intrinsic vulnerability at district level, while lack of livelihood support and income diversification are the key drivers of vulnerability at household level. The findings of this study further show that the majority of households (78.01%) falls within the very high to moderately high vulnerable category. Disaggregating the data according to agro-climatic zones highlights that the prevalence of high intrinsic vulnerability is most widespread in the lowland agro-climatic zone (82.64%), followed by the highland (81.97%) and midland zones (69.40%).

From a policy intervention vantage point, addressing the drivers of vulnerability provides a reliable approach to reduce the current vulnerability level and manage potential climate change-induced risks of a system. Specifically, reliable information on inherent vulnerability will assist policymakers in developing policies and prioritising actions aimed at reducing vulnerability and assisting in the rational distribution of resources among households at a local level.

This study contributes to the existing vulnerability literature by showing how hazard-generic socio-economic indicators in the vulnerability assessment adopted by the IPCC (2014) are important to identify drives of vulnerability which ultimately may feed into a more fundamental treatment of vulnerability.

This paper explores the relationship between married women's intrahousehold decision-making participation and marital gender roles, next to factors suggested in the household bargaining literature. Additionally, the authors investigate whether women's employment carries the same importance for decision-making participation as contributions to household incomes.

Using 2011/2012 Nicaraguan Demographic and Health Survey (DHS), the authors estimate multinomial logistic regressions for eight decision-making domains, analyzing three levels of decision-making: wife-dominant or sole decisions, joint decision-making (with the partner) and decision-making by someone else. The authors create an additive index for measuring internalized marital gender roles.

Women's intrahousehold decision-making participation is explained differently depending on the decision-making area and level of participation. Women with a better relative position vis-à-vis partners and not following patriarchal gender roles are more likely to make decisions jointly with their partners, but not alone. Women's age and educational level are the strongest predictors in the analysis. Women's employment reduces their decision-making participation in children's disciplining and daily cooking-related decisions.

It focuses on married women only, while marital status might be a determinant of decision-making itself and left out the contribution of unearned incomes.

Interventions aimed at increasing women's intrahousehold decision-making participation should not only focus on economic endowments but also comprehend the gendered dynamics governing intrahousehold allocation.

The study incorporates quantitative measures of marital gender roles in the study of intrahousehold decision-making. It also contributes to the literature with insights from contexts where women's involvement in employment increased against a background of patriarchal gender roles.