The world remains far from meeting Sustainable Development Goals 5 (gender equality) and 7 (universal access to modern energy). Energy access may empower women even as empowered women are more likely to adopt and use modern energy services. Such bidirectional linkages are underappreciated in the empirical literature, which typically estimates unidirectional relationships based on simple binary indicators.