Data collection in the global south: practical, methodological, and philosophical considerations

Data collection in resource-constrained environments, particularly in the Global South, is challenging for a variety of philosophical, theoretical, methodological, and ethical reasons. Challenges may involve using research approaches designed in the Global North that are not appropriate when using data from the social and cultural contexts in the Global South. Adopting a reflective approach, this paper examines research projects in Bangladesh, Malawi, Sierra Leone, and Rwanda and highlights the challenges encountered on these projects. Along with the problems, attempted ameliorations are discussed, and insights are offered on how the authors overcame these challenges. The paper posits that these challenges can be mitigated by adopting contextualist methodology resulting in theories that are based on local social and cultural processes. The paper proposes that a critical realist-philosophical approach and methodology are appropriate because of contextual specificity and the innate ability to alleviate problems associated with the Global North methodology and generalisable theory.