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The article “Navigating Ethical and Methodological Challenges: Lessons from Data Collection Among Non-Binary Gendered People in Hungary and Bangladesh” by M. M. Abdullah Al Mamun Sony explores the complexities of conducting qualitative research with marginalized gender identities across distinct socio-political landscapes. Through Changemaker Nexus’ Gender Knowledge Management Program, this study highlights innovative strategies for ethical and inclusive data collection, emphasizing the role of trust-building and flexible methodologies. Addressing legal constraints in Hungary and social exclusion in Bangladesh, the research underscores the necessity of cultural sensitivity, anonymity, and confidentiality in working with vulnerable communities. This publication significantly contributes to the methodological discourse on gender research, offering valuable insights for scholars navigating similar challenges in diverse contexts