On-Demand Assistance: Experimental Evidence from Indonesia

Given labor informality in developing countries, addressing employment shocks is challenging. We study Indonesia’s new approach for on-demand online applications for temporary cash assistance and online job training. Through 20 lotteries over two years, 11 million beneficiaries were selected. In nationwide representative surveys matched with administrative data, most beneficiaries report not receiving the assistance, with no detectable impact on employment or consumption. In contrast, survey data from applicants with working phones reveal high reported take-up and higher incomes. The results suggest that, while flexible, on-demand assistance has potential, design features that allow for flexibility could hinder receipt and, thus, impact. (JEL E21, E24, I38, J24, J46, O15)

Authors

Institutions

Publication Details

Journal
American Economic Journal Economic Policy
Published
2026-10-29
DOI
https://doi.org/10.1257/pol.20250324
Primary Topic
Poverty, Education, and Child Welfare
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

On-Demand Assistance: Experimental Evidence from Indonesia

Benjamin Olken, Rema Hanna, Sudarno Sumarto, Elan Satriawan et al.
American Economic Journal Economic Policy
Poverty, Education, and Child Welfare
article

On-Demand Assistance: Experimental Evidence from Indonesia

Benjamin Olken, Rema Hanna, Sudarno Sumarto, Elan Satriawan, Vivi Alatas, Achmad Maulana
article en

Abstract

Given labor informality in developing countries, addressing employment shocks is challenging. We study Indonesia’s new approach for on-demand online applications for temporary cash assistance and online job training. Through 20 lotteries over two years, 11 million beneficiaries were selected. In nationwide representative surveys matched with administrative data, most beneficiaries report not receiving the assistance, with no detectable impact on employment or consumption. In contrast, survey data from applicants with working phones reveal high reported take-up and higher incomes. The results suggest that, while flexible, on-demand assistance has potential, design features that allow for flexibility could hinder receipt and, thus, impact. (JEL E21, E24, I38, J24, J46, O15)

American Economic Journal Economic PolicyVol. 18(4)
Harvard University (US), Universitas Gadjah Mada (ID), Massachusetts Institute of Technology (US), Padjadjaran University (ID)
Decent work and economic growth, No poverty, Reduced inequalities, Peace, justice, and strong institutions
Openalex Percentile: Top 8%
Poverty, Education, and Child Welfare
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon