Despite significant progress in Information and communication technologies (ICTs), rural dwellers of Bangladesh are still less fortunate when it comes to availing the improved ICT facilities compared to their urban counterparts, and this digital divide is more evident in the case of women. Mobile phone ownership (MPO) can play a key role in bridging this digital divide and achieving the Sustainable Development Goals of “End poverty in all its forms everywhere”, “Achieve gender equality and empower all women and girls”, and “Ensure healthy lives and promote well-being for all at all ages”. Administrative district-level infrastructural and societal readiness to women's MPO in rural settings of Bangladesh may also influence the geospatial variation in their MPO status, which is still unexplained. In the context of rural Bangladesh, household heads substantially exert influence over women's decision-making process. However, the role of household heads' age and education on women's MPO is mostly unexplored. As in developing countries, women's MPO does not ensure its usage, investigating the possibilities of women's MPO on its usage has immense importance. Therefore, this study aims to revisit the correlates of rural women's MPO in Bangladesh and explain the administrative district-level geospatial variation in their MPO by controlling the effect of individual and household-level sociodemographic correlates of MPO. Further, this study attempts to investigate the possibilities of MPO on the extent of its usage. This study used the latest nationally representative cross-sectional data from Bangladesh Multiple Indicator Cluster Survey 2019. This study reveals that the district-level readiness was a potential source of geospatial variation in the prevalence of rural women's MPO in Bangladesh. The lowest level of readiness was noticed in north-western Bangladesh. Comparatively elderly women with better education and media exposure had a considerably higher chance of MPO. Elderly household heads, especially male and less educated heads, hindered the MPO of women. This study identified MPO as a key determinant of its extent of usage. Moreover, to increase the MPO by a faster pace, strategies should target less empowered women, particularly those who lived in districts of lower readiness.