The DOI matches its Crossref record; 18 of the 18 references it cites were found in a registry or an index.
Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment
Abstract
Between 1973 and 1978, the Indonesian government engaged in one of the largest school construction programs on record. Combining differences across regions in the number of schools constructed with differences across cohorts induced by the timing of the program suggests that each primary school constructed per 1,000 children led to an average increase of 0.12 to 0.19 years of education, as well as a 1.5 to 2.7 percent increase in wages. This implies estimates of economic returns to education ranging from 6.8 to 10.6 percent. (JEL I2, J31, O15, O22)
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“For instance, in Duflo (2001), under a common trends assumption on D i,g,t (0) , the number of years of schooling individuals would complete if zero new schools were constructed in their district, the first stage coefficient identifies a weighted sum of the effect of one new school on years of schooling in every district, with many negative weights.”
From Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects (2020) · cites this paper as Duflo (2001)
In the citing paper
“However, the discussion above shows that this result does not generalize to applications with multiple groups and periods or a non-binary instrument, as in Duflo (2001) where the number of new schools constructed varies across districts.”
From Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects (2020) · cites this paper as Duflo (2001)
In the citing paper
“This situation can arise in cohort studies: for example Duflo (2001) studies the life-course impact of childhood exposure to school availability in Indonesia based on district and year of birth, and Bailey, Sun, and Timpe (2021) examine the long run impacts of childhood exposure to Head Start in the United States, with treatment based on county and year of birth.”
From An Introductory Guide to Event Study Models (2023) · cites this paper as Duflo (2001)
Citations
Cites
(2012) · American Economic Review · doi:10.1257/aer.102.7.i · Cited by 7,275
Returns to investment in education: A global update
Psacharopoulos, G. (1994) · World Development · doi:10.1016/0305-750x(94)90007-8 · Cited by 3,116
Angrist, J. D., & Krueger, A. B. (2001) · Journal of Economic Perspectives · doi:10.1257/jep.15.4.69 · Cited by 2,355
Returns to Investment in Education: A Further Update
Psacharopoulos, G., & Patrinos, H. A. (2002) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-2881 · Cited by 1,638
Angrist, J. D., & Imbens, G. W. (1995) · Journal of the American Statistical Association · doi:10.1080/01621459.1995.10476535 · Cited by 1,346
Card, D., & Krueger, A. B. (1992) · Journal of Political Economy · doi:10.1086/261805 · Cited by 1,147
Identification and Inference in Nonlinear Difference-in-Differences Models
Athey, S., & Imbens, G. W. (2006) · Econometrica · doi:10.1111/j.1468-0262.2006.00668.x · Cited by 1,084
Heckman, J. J., & Hotz, V. J. (1989) · Journal of the American Statistical Association · doi:10.2307/2290059 · Cited by 969
Human resources: Empirical modeling of household and family decisionsPreprint
Strauss, J. S., & Thomas, D. (1995) · RePEc: Research Papers in Economics · Cited by 908
Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes
Glewwe, P. (2002) · Journal of Economic Literature · doi:10.1257/jel.40.2.436 · Cited by 608
Flagged first, then by citations
Research works printed but not linked: 3
- Angrist Joshua D, 1995, American Economic Review, 85, 1065
- 10.2307/2291054 · DOI
- Strauss John, 1995, Amsterdam: North-Holland, 3, 1885
Cited by
Sorted by citations
Items 501–600 of 1,001
Taxation and educational development: Evidence from British India
Chaudhary, L. (2010) · Explorations in Economic History · doi:10.1016/j.eeh.2009.08.005 · Cited by 27
Heath, R., & Mobarak, A. M. (2013) · Cited by 27
IMPACT EVALUATION OF THE SCHOOL OPERATIONAL ASSISTANCE PROGRAM (BOS) USING THE MATCHING METHOD
Sulistyaningrum, E. (2016) · Journal of Indonesian Economy and Business · doi:10.22146/jieb.10319 · Cited by 27
Spatially Heterogeneous Effects of a Public Works Program
Merfeld, J. D. (2017) · Journal of Development Economics · doi:10.1016/j.jdeveco.2018.10.007 · Cited by 27
Reference pricing: The case of screening colonoscopies
Aouad, M., Brown, T. T., & Whaley, C. (2019) · Journal of Health Economics · doi:10.1016/j.jhealeco.2019.03.002 · Cited by 27
Cautionary tales: Celebrities, the news media, and participation in tax amnesties
Garz, M., & Pagels, V. (2018) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2018.09.001 · Cited by 27
Andrews, D. W. K., & Marmer, V. (2007) · Journal of Econometrics · doi:10.1016/j.jeconom.2007.05.012 · Cited by 27
Giles, J., Park, A. F., & Wang, M. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2607788 · Cited by 27
When the levee breaks: The impact of floods on educational outcomes in China
Huang, Z., & Dong, X.-Y. (2025) · Journal of Development Economics · doi:10.1016/j.jdeveco.2025.103450 · Cited by 29
The Effects of Elite Public Colleges on Primary and Secondary Schooling Markets in India
Jagnani, M., & Khanna, G. (2018) · Journal of Development Economics · doi:10.1016/j.jdeveco.2020.102512 · Cited by 26
Moving Up or Just Surviving? Nonfarm Self‐Employment in India
Merfeld, J. D. (2019) · American Journal of Agricultural Economics · doi:10.1093/ajae/aaz037 · Cited by 26
Nobel Rebels in Disguise — Assessing the Rise and Rule of the Randomistas
Kvangraven, I. H. (2020) · Review of Political Economy · doi:10.1080/09538259.2020.1810886 · Cited by 26
The returns to education in Indonesia: Post reform estimates
Purnastuti, L., Salim, R. A., & Joarder, M. A. M. (2015) · The Journal of Developing Areas · doi:10.1353/jda.2015.0174 · Cited by 26
Staying Alive: Adult Literacy Programs and Child Mortality in Rural Ghana
Blunch, N. (2012) · World Development · doi:10.1016/j.worlddev.2012.06.021 · Cited by 26
Schooling and Labor Market Impacts of a Natural Policy Experiment
Patrinos, H. A., & Sakellariou, C. N. (2005) · Labour · doi:10.1111/j.1467-9914.2005.00318.x · Cited by 26
Empowering women: Inheritance rights and female education in India 2010-2015Preprint
Roy, S. (2020) · RePEc: Research Papers in Economics · doi:10.5255/ukda-sn-854131 · Cited by 26
Public Day Care and Female Labor Force Participation: Evidence from ChilePreprint
Medrano, P. (2009) · RePEc: Research Papers in Economics · Cited by 26
Do returns to education depend on how and whom you ask?
Serneels, P. M., Beegle, K., & Dillon, A. (2017) · Economics of Education Review · doi:10.1016/j.econedurev.2017.07.010 · Cited by 25
Eble, A., & Hu, F. (2019) · Economics of Education Review · doi:10.1016/j.econedurev.2019.03.006 · Cited by 28
The returns to higher education and public employment
Somani, R. (2021) · World Development · doi:10.1016/j.worlddev.2021.105471 · Cited by 28
Effective investment in women's futures: Schooling with learning
Kaffenberger, M., & Pritchett, L. H. (2021) · International Journal of Educational Development · doi:10.1016/j.ijedudev.2021.102464 · Cited by 31
Impact of Competitor Store Closures on a Major Retailer
Akturk, M. S., & Ketzenberg, M. E. (2021) · Production and Operations Management · doi:10.1111/poms.13574 · Cited by 25
Higher Education Expansion in China, 1999–2003: Impact on Graduate Employability
Ou, D., & Zhao, Z. (2022) · China & World Economy · doi:10.1111/cwe.12412 · Cited by 25
Mortality risks, education and child labor
Estevan, F., & Baland, J. (2007) · Journal of Development Economics · doi:10.1016/j.jdeveco.2006.10.003 · Cited by 25
Bondholder Concentration and Credit Risk: Evidence from a Natural Experiment
Manconi, A., Massa, M., & Zhang, L. (2012) · European Finance Review · doi:10.1093/rof/rfv010 · Cited by 25
Technology development in Indonesia
Okamoto, Y., & Sjöholm, F. (2003) · Edward Elgar Publishing eBooks · doi:10.4337/9781781950562.00020 · Cited by 25
Using Heteroscedasticity to Estimate the Returns to Education
Hogan, V., & C, R. R. B. (2002) · National Bureau of Economic Research · doi:10.3386/w9145 · Cited by 25
Does child spacing affect children's outcomes? Evidence from a Swedish reformPreprint
Pettersson‐Lidbom, P., & Thoursie, P. S. (2009) · RePEc: Research Papers in Economics · Cited by 25
Public pensions and family dynamics: Eldercare, child investment, and son preference in rural China
Guo, N., Huang, W., & Wang, R. (2024) · Journal of Development Economics · doi:10.1016/j.jdeveco.2024.103390 · Cited by 24
Rethinking economic development
Nunn, N. (2019) · Canadian Journal of Economics/Revue canadienne d économique · doi:10.1111/caje.12406 · Cited by 24
The road to change: Broadband China strategy and enterprise digitization
Wang, C., & Zhang, M. (2022) · PLoS ONE · doi:10.1371/journal.pone.0269133 · Cited by 24
Zhou, Z., Zhang, K., Wu, H., Liu, C., & Yu, Z. (2023) · Land · doi:10.3390/land12040797 · Cited by 24
Do Imports Spur Incremental Innovation in the South?
Lu, Y., & Ng, T. (2012) · China Economic Review · doi:10.1016/j.chieco.2012.04.005 · Cited by 24
The effect of mass influx on labor markets: Portuguese 1974 evidence revisited
Mäkelä, E. (2017) · European Economic Review · doi:10.1016/j.euroecorev.2017.06.016 · Cited by 24
School Enrollment, Selection and Test Scores
Filmer, D., & Schady, N. R. (2009) · World Bank policy research working paper · doi:10.1596/1813-9450-4998 · Cited by 92
The Marriage Market and Tajik Armed Conflict 1Preprint
Shemyakina, O. N. (2009) · RePEc: Research Papers in Economics · Cited by 24
Compulsory Licensing: Evidence from the Trading with the Enemy ActPreprint
Moser, P., & Voena, A. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.1313867 · Cited by 24
Human Capital Accumulation at Work: Estimates for the World and Implications for Development
Jedwab, R., Romer, P., Islam, A. M., & Samaniego, R. M. (2021) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-9786 · Cited by 24
Incorporating the rentier sectors into a financial model
Hudson, M., & Bezemer, D. (2012) · Cited by 23
Instrumented Difference-in-Differences
Ye, T., Ertefaie, A., Flory, J., Hennessy, S., & Small, D. S. (2022) · Biometrics · doi:10.1111/biom.13783 · Cited by 23
Redhu, S., & Jain, P. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-03425-4 · Cited by 30
Labour Market Effects of a Female Stipend Programme in Bangladesh
Shamsuddin, M. (2015) · Oxford Development Studies · doi:10.1080/13600818.2015.1056133 · Cited by 23
On the identification of the effect of prohibiting hand-held cell phone use while driving: Comment
Sampaio, B. R. (2010) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2010.07.011 · Cited by 23
What’s the value of a degree? Evidence from Egypt, Jordan and Tunisia
Krafft, C., Branson, Z., & Flak, T. (2019) · Compare A Journal of Comparative and International Education · doi:10.1080/03057925.2019.1590801 · Cited by 23
Fuwa, N., Ito, S., Kubo, K., Kurosaki, T., & Sawada, Y. (2006) · The Developing Economies · doi:10.1111/j.1746-1049.2006.00022.x · Cited by 23
A META-ANALYSIS OF THE ESTIMATES OF RETURNS TO SCHOOLING IN CHINA
Liu, E., & Zhang, S. (2012) · RePEc: Research Papers in Economics · Cited by 23
Poverty, growth, inequality and pro-poor factors: new evidence from macro data
Amini, C., & Bianco, S. D. (2016) · The Journal of Developing Areas · doi:10.1353/jda.2016.0080 · Cited by 21
Impact of a Severe Drought on Education: More Schooling but Less LearningPreprint
Nordstrom, A., & Cotton, C. S. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3601834 · Cited by 23
The Empirical Economist's Toolkit: From Models to MethodsPreprint
Panhans, M. T., & Singleton, J. D. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2611236 · Cited by 23
Early Childhood during Indonesia’s Wildfires: Health Outcomes and Long-Run Schooling Achievements
Bue, M. C. L. (2018) · Economic Development and Cultural Change · doi:10.1086/700099 · Cited by 22
Children, old-age support and pension in rural China
Zhang, C. (2015) · China Agricultural Economic Review · doi:10.1108/caer-01-2014-0003 · Cited by 22
Is leg length a biomarker of early life conditions? Evidence from a historically short population
Sohn, K. (2015) · American Journal of Human Biology · doi:10.1002/ajhb.22682 · Cited by 22
Torun, H., & Tümen, S. (2019) · International Journal of Manpower · doi:10.1108/ijm-11-2017-0314 · Cited by 22
Li, L., & Yu, Q. (2021) · International Journal for Equity in Health · doi:10.1186/s12939-020-01363-5 · Cited by 22
How the COVID-19 pandemic affects job sentiments of rural teachers
Li, H., Ma, M., & Liu, Q. (2021) · China Economic Review · doi:10.1016/j.chieco.2022.101759 · Cited by 22
Long-Run Effects of Incentivizing Work after Childbirth
Kuka, E., & Shenhav, N. (2024) · American Economic Review · doi:10.1257/aer.20220792 · Cited by 22
Resource constraints and educational attainment in developing countries: Colombia 1945–2005
Saavedra, J. E. (2011) · Journal of Development Economics · doi:10.1016/j.jdeveco.2011.09.006 · Cited by 18
Pro-Poor Progress in Education in Developing Countries?
Harttgen, K., Klasen, S., & Misselhorn, M. (2010) · Review of Economics and Institutions · doi:10.5202/rei.v1i1.6 · Cited by 22
4 Accelerating Poverty and Vulnerability Reduction: Trends, Opportunities and Constraints
Suryahadi, A., Raya, U. R., Marbun, D., & Yumna, A. (2011) · ISEAS Publishing eBooks · doi:10.1355/9789814345132-009 · Cited by 22
Health, Human Capital, and Domestic Violence
Papageorge, N., Pauley, G. C., Cohen, M. H., Wilson, T. E., Hamilton, B. H., & Pollak, R. A. (2019) · The Journal of Human Resources · doi:10.3368/jhr.56.4.1115-7543r5 · Cited by 22
Assessing the Impact of District Primary Education Program in India
Azam, M., & Saing, C. H. (2016) · Review of Development Economics · doi:10.1111/rode.12281 · Cited by 22
Quality of Schooling, Returns to Schooling and the 1981 Vouchers Reform in Chile
Patrinos, H. A., & Sakellariou, C. (2011) · World Development · doi:10.1016/j.worlddev.2011.04.018 · Cited by 22
Measuring gini coefficient of education: the Indonesian cases
Digdowiseiso, K. (2010) · Munich Personal RePEc Archive (Ludwig Maximilian University of Munich) · Cited by 22
Returns to Investment in Education: The Case of Turkey
Psacharopoulos, G., Patrinos, H. A., & Tansel, A. (2019) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-8789 · Cited by 22
The Struggle to Recruit Good Teachers in Indonesia: Institutional and Social Dysfunctions
Huang, A. R., Revina, S., Fillaili, R., & Akhmadi, A. (2020) · doi:10.35489/bsg-rise-wp_2020/041 · Cited by 22
Trade Liberalization in a Traditional Society: Implications for Relative Female Survival
Chakraborty, T. (2015) · World Development · doi:10.1016/j.worlddev.2015.04.014 · Cited by 21
Achievement gains from reconfiguring early schooling: The case of Brazil's primary education reform
Rosa, L., Martins, M., & Carnoy, M. (2018) · Economics of Education Review · doi:10.1016/j.econedurev.2018.10.010 · Cited by 21
Inclusive Insurance, Income Distribution, and Inclusive Growth
Zheng, L., & Su, Y. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.890507 · Cited by 21
Varshney, D., Joshi, P. K., Kumar, A., Mishra, A. K., & Dubey, S. K. (2022) · World Development · doi:10.1016/j.worlddev.2022.106067 · Cited by 23
The multigenerational impacts of educational expansion: Evidence from Vietnam
Cornelißen, T., & Dang, T. (2022) · Labour Economics · doi:10.1016/j.labeco.2022.102243 · Cited by 21
Stenberg, A., de Luna, X., & Westerlund, O. (2014) · Labour · doi:10.1111/labr.12030 · Cited by 21
Experimental and Non-Experimental Methods in Development Economics: A Porous Dialectic
Dehejia, R. (2015) · Journal of Globalization and Development · doi:10.1515/jgd-2014-0005 · Cited by 32
Intrauterine stress and male cohort quality: The case of September 11, 2001
Bruckner, T. A., & Nobles, J. E. (2012) · Social Science & Medicine · doi:10.1016/j.socscimed.2012.10.012 · Cited by 22
Carrieri, V., D’Amato, M., & Zotti, R. (2015) · Oxford Economic Papers · doi:10.1093/oep/gpv038 · Cited by 21
Effect of Lengthening the School Day on Mother's Labor Supply
Contreras, D., & Sepúlveda, P. (2016) · The World Bank Economic Review · doi:10.1093/wber/lhw003 · Cited by 21
The effect of height on earnings: Is stature just a proxy for cognitive and non-cognitive skills?
Bossavie, L. L. Y., Alderman, H., Giles, J., & Mete, C. (2021) · Economics & Human Biology · doi:10.1016/j.ehb.2021.101046 · Cited by 21
The Effect of Sibling Size on Children’s Educational Attainment: Evidence From Indonesia
Feng, N. (2020) · ECNU Review of Education · doi:10.1177/2096531120921703 · Cited by 21
Amsden, A. H. (2012) · Cited by 21
The Decline in Intergenerational Mobility in Post-Socialism: Evidence from the Bulgarian Case
Hertz, T., Meurs, M. E., & Selcuk, S. (2008) · World Development · doi:10.1016/j.worlddev.2008.07.006 · Cited by 21
The new economics of education: methods, evidence and policy
Machin, S. J. (2007) · Journal of Population Economics · doi:10.1007/s00148-007-0166-3 · Cited by 21
Education Reform in Mozambique
Fox, L., Santibáñez, L., Nguyen, V. T., & André, P. (2012) · World Bank, Washington, DC eBooks · doi:10.1596/978-0-8213-8975-1 · Cited by 21
Economics and finance in Indonesia
Masyarakat, L. P. E. D. (2015) · Cited by 21
The cost of early school-leaving and school failure
Belfield, C. (2008) · Cited by 21
The Effects of Industrialization on Education and Youth Labor in Indonesia
Federman, M. N., & Levine, D. I. (2005) · Topics in Macroeconomics · doi:10.2202/1534-6005.1243 · Cited by 21
Prioritizing Educational Investments in Children in the Developing WorldPreprint
Evans, D., & Ghosh, A. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1145687 · Cited by 21
Estimating Returns to Education: Three Natural Experiment Techniques ComparedPreprint
Leigh, A., & Ryan, C. (2005) · RePEc: Research Papers in Economics · Cited by 21
The Spillover Effects of Hospital Closures on the Efficiency and Quality of Other HospitalsPreprint
Song, L. D., & Saghafian, S. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3318609 · Cited by 22
Giving children a better start: preschool attendance and school-age profiles
Berlinski, S., Galiani, S., & Manacorda, M. (2006) · Working paper series - Institute for Fiscal Studies/Working papers · doi:10.1920/wp.ifs.2006.0618 · Cited by 21
Educational spaces: The relation between school infrastructure and learning outcomes
Andrade, A. E., Padilla, L., & Carrington, S. J. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e38361 · Cited by 20
Understanding Dual Credit Programs: Perspectives from Faculty, Staff, and Administrators
Garcia, H. A., Eicke, D., McNaughtan, J. L., & Harwood, Y. (2019) · Community College Journal of Research and Practice · doi:10.1080/10668926.2019.1626301 · Cited by 25
Spatial wage differentials and agglomeration externalities: Evidence from Indonesian microdata
Ridhwan, M. M. (2021) · Economic Analysis and Policy · doi:10.1016/j.eap.2021.06.013 · Cited by 20
Lui, H., & Suen, W. C. (2005) · Contemporary Economic Policy · doi:10.1093/cep/byi018 · Cited by 20
Aker, J. C., & Ksoll, C. (2018) · Economic Development and Cultural Change · doi:10.1086/700558 · Cited by 20
Does Education Affect Time Preference? Evidence from Indonesia
Jung, D., Bharati, T., & Chin, S. (2019) · Economic Development and Cultural Change · doi:10.1086/706496 · Cited by 20
The rich or the poor: who gains from public education spending in Ghana?
Gaddah, M., Munro, A., & Quartey, P. (2015) · International Journal of Social Economics · doi:10.1108/ijse-11-2013-0269 · Cited by 20
Primary school availability and middle school education in rural China
Li, L., & Liu, H. (2014) · Labour Economics · doi:10.1016/j.labeco.2014.03.008 · Cited by 20
Climate change in Latin America and the Caribbean: policy options and research priorities
Feld, B., & Galiani, S. (2015) · Latin American Economic Review · doi:10.1007/s40503-015-0028-4 · Cited by 23
Competing or Collaborating Siblings? Industrial and Trade Policies in IndiaPreprint
Sharma, G. (2007) · SSRN Electronic Journal · doi:10.2139/ssrn.964740 · Cited by 19
Financing local development: Quasi-experimental evidence from municipalities in Brazil, 1980-1991Preprint
Stephan Litschig, Y. (2008) · RePEc: Research Papers in Economics · Cited by 20
Are College Graduates Agents of Change? Education and Political Participation in ChinaPreprint
Wang, Y. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2905288 · Cited by 20
Metadata
- Authors
- Duflo, E.
- Affiliations
- Massachusetts Institute of Technology (US)
- Corresponding author
- Duflo, Esther
- ORCID
- Duflo, Esther
- Venue
- American Economic Review
- Publisher
- American Economic Association
- Published
- 2001-09-01
- Volume
- 91
- Issue
- 4
- Pages
- 795-813
- ISSN
- 0002-8282 (ISSN-L)
- OpenAlex
- W3124366560
- Cited by
- 1,940
- References
- 18
- Citations by year
- 2026: 160 · 2025: 144 · 2024: 116 · 2023: 100 · 2022: 102 · 2021: 109 · 2020: 90 · 2019: 106 · 2018: 81 · 2017: 97 · 2016: 80 · 2015: 79 · 2014: 83 · 2013: 81 · 2012: 74
- FWCI
- 123.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Economic Review (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Education › School Choice and Performance
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Growth and Productivity
- Keywords
- school construction, education policy, economic returns to education, wages, primary education, labor market outcomes, Indonesia, policy experiments
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review