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BackgroundThe aim of this paper is to explore women’s perceptions of the causes of intimate partner violence (IPV) in West Africa, and the ways in which they understand these causes to interact with the experiences of war.MethodsThe study was conducted in two locations in Sierra Leone and two in Liberia, using focus group discussions (N groups =14) and individual interviews (N = 20).ResultsWomen perceive the causes of IPV to be linked with other difficulties faced by women in these settings, including their financial dependence on men, traditional gender expectations and social changes that took place during and after the wars in those countries. According to respondents, the wars increased the use of violence by some men, as violence became for them a normal way of responding to frustrations and challenges. However, the war also resulted in women becoming economically active, which was said by some to have decreased IPV, as the pressure on men to provide for their families reduced. Economic independence, together with services provided by NGOs, also gave women the option of leaving a violent relationship.ConclusionsIPV was found to be a significant problem for women in Sierra Leone and Liberia.The interactions between war experiences and financial and cultural issues are multi-faceted and not uniformly positive or negative.

This paper explores the possibilities for agency in intimate partner violence (IPV) situations from the perspective of women in Sierra Leone and Liberia using focus group discussions (N groups = 14, N participants = 110) and individual interviews (N = 20). Findings identify multiple interrelated factors influencing the decision-making of women experiencing IPV. At the individual level, emotional factors and women's knowledge of their rights and options influence their decision-making. At the relational level, the role of neighbours, family and friends is crucial, both for emotional support and practical assistance. At the community level, more formal structures play a role, such as chiefs and women's groups, though their effectiveness varies. At the structural level are barriers to effective responses, including a poorly functioning criminal justice system and a social system in which children often stay with fathers following separation or divorce. Strong cultural beliefs operate to keep women in abusive relationships. We identify implications for prevention and response services and make practice recommendations. Since the desire of most women experiencing IPV was to live in peace with their husbands, interventions should respect women's priorities by focusing more on prevention and interventions to end the violence, rather than solely assisting women to leave violent relationships.

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Motivation Approximate Bayesian computation (ABC) is an important framework within which to infer the structure and parameters of a systems biology model. It is especially suitable for biological systems with stochastic and nonlinear dynamics, for which the likelihood functions are intractable. However, the associated computational cost often limits ABC to models that are relatively quick to simulate in practice. Results We here present a Julia package, GpABC, that implements parameter inference and model selection for deterministic or stochastic models using (i) standard rejection ABC or sequential Monte Carlo ABC or (ii) ABC with Gaussian process emulation. The latter significantly reduces the computational cost. Availability and implementation https://github.com/tanhevg/GpABC.jl.