2358 12 archive 32968 disk0/00/00/23/58 2026-08-12 15:27:13 2026-08-12 15:28:13 2026-08-12 15:27:13 data_collection show Shonowo Oluwatimilehin 74224 0000-0003-1337-0804 Du Xingyi 78062 Porto de Albuquerque Joao 64174 0000-0002-3160-3168 Zhao Qunshan 50844 0000-0002-5549-9457 Elias Peter Pajarito Grajales Diego 64867 0000-0001-9458-7436 Hafner Sebastian Mitham-Clarke Andrew Sa'adu Da'u Sabitu Baruwa Kehinde Odulana Oluwatoyin Amole Taiwo Olusegun Solomon Fernandez-Marquez Jose Luis glaresearchdata:2026-08-10-2358 40000000 Produced as part of the IDEAMAPS Data Ecosystem project, this dataset maps relative levels of difficulty in accessing safe and reliable drinking water across urban areas. It provides a spatial representation of access constraints by combining physical accessibility, service reliability, and demand pressures at the neighbourhood level. Model focus and indicators were prioritised through community engagement and validation exercises, ensuring that the representation of access deprivation reflects lived experiences and locally relevant conditions in the study areas. The model incorporates a gender lens by recognising that women are the primary collectors of drinking water and remain primarily responsible for household water use and management. This places women at the centre of everyday water-related labour and exposes them more directly to time burdens, queuing, and service reliability failures. However, evidence from validation Focus Group Discussions indicates that women’s participation in community-level drinking water decision-making is shaped less by formal exclusion and more by perceived opportunity costs and incentive structures. Women reported that engagement in such forums is often contingent on the presence of direct, tangible benefits, such as financial compensation, reflecting competing livelihood demands and limited perceived returns from unpaid participation. As a result, drinking water access is analysed not only as an infrastructural challenge, but as a factor with complex implications for women’s empowerment, particularly in relation to agency, participation, and the conditions under which collective engagement becomes viable. 2026-08-10 Zenodo https://doi.org/10.5281/zenodo.18434922 Mixed 318689 IDEAMAPS Ecosystem: Co-creating an inclusive data ecosystem for multistakeholder digital exchanges in urban neighbourhood regeneration Joao Porto de Albuquerque Bill and Melinda Gates Foundation (GATES) Investment ID I S&PS - Urban Studies FALSE English This is a metadata-only record. To access the data associated with this record, please follow the DOI to the original Zenodo record. FALSE FALSE