Following UNICEF’s analysis of National Family Health Survey-III Data (NFHS-III), it was opined that households with access to better sanitation and better access to improved water sources have much better infant survival rates than the others. Sahu et al. (2015, The Indian journal of medical research, 141(5), 709), Arun et al. (2017, International Conference on Cognitive Computing and Information Processing (pp. 81–92), Springer) and Tripathy and Mishra (2017, Journal of Tropical Pediatrics, 63(6), 431–439) supported these findings. However, Banerjee (2020a , Journal of Health Management, 22(1), 57–66), analysing NFHS-IV data, has vehemently criticised such findings and showed using regression with robust standard errors that improved access to better water sources leads to higher infant mortality. In another article published in the same year, Banerjee (2020b , Journal of Health Management, 22(3), 466–471) explained this paradox. Now with NFHS-V data coming out, time is apt to test the robustness of Banerjee’s findings (2002a). However, owing to the incomplete NFHS-V data published so far, unlike Banerjee (2002a) that has used data of 29 states, the present analysis is based on only 17 states. The findings support that the findings of Banerjee (2002a) were robust.