To get people into the digital economy, give them a bank account, not a classroom.
April 17, 2026
Original Paper
Anticipatory Governance in Data-Constrained Environments: A Predictive Simulation Framework for Digital Financial Inclusion
SSRN · 6589388
The Takeaway
We’ve spent years thinking that 'digital literacy' and education are the keys to bringing the unbanked into the modern economy. This study flips that, showing that institutional 'anchors'—like a legal identity or a formal bank account—are what actually drive inclusion in developing nations. Education is secondary to the physical and legal infrastructure that allows a person to exist in the system. It turns out that knowing how to use a smartphone doesn't matter if you don't have the legal right to open an account on it. For policy makers, this is a clear signal to stop funding apps and start funding IDs.
From the abstract
Governments in resource-constrained environments frequently encounter difficulties in formulating forward-looking policies because of limited access to longitudinal administrative data. This study addresses this issue by presenting a predictive simulation framework that converts periodic, static microdata into a proactive policy instrument. Drawing on the UNCDF Pacific Digital Economy dataset, which comprises 10,108 respondents from seven Pacific Island countries, the study develops a machine le