Lioni Nur Mahfudah is a Research Officer at the Center for Environment and Global Financing (CEGF) under the Resilience Development Initiative (RDI). She holds a bachelor’s degree in Development Economics from Airlangga University and previously worked as a Research Assistant at Airlangga University’s Postgraduate School. Lioni is passionate about working with microdata and enjoys using Stata software to analyze data, seeking innovative solutions to enhance environmental and economic resilience.