Featured · 2024
Co-convened (with Jakob Svensson, Stockholm University) an invitation-only Nobel Symposium gathering ~40 of the world's leading development economists — including Nobel laureate Esther Duflo — to take stock of microdevelopment research over the past 20 years. Held at STIAS, Stellenbosch, under the auspices of the Nobel Foundation and the Royal Swedish Academy of Sciences.
View symposium page ↗Professor of Economics · Stellenbosch University
Founding Director · Predictive Insights
Affiliated Professor · J-PAL (MIT)
Behavioural economist and applied microeconometrician using randomised field experiments and rigorous quantitative methods to study South African labour markets, poverty, and inequality. D.Phil (Oxford); 1,700+ Google Scholar citations.
Biography
Rulof Burger is Professor of Economics at Stellenbosch University, where he has taught since 2003, and Founding Director of Predictive Insights, a machine learning analytics company helping businesses in more than 20 countries leverage AI to make better operational and strategic decisions. His research sits at the intersection of behavioural economics and applied microeconometrics, using randomised controlled trials, structural econometric models, and rigorous quantitative methods to understand labour market behaviour, poverty, and inequality in South Africa. His work spans job search and employment, race-based discrimination, worker incentives and effort, the returns to education, and the design of effective anti-poverty interventions.
He holds a D.Phil in Economics from Oxford University, an M.Phil from Cambridge University, and an M.Comm from Stellenbosch University. He is an affiliated professor at the Abdul Latif Jameel Poverty Action Lab (J-PAL) at MIT and has held visiting positions at Harvard University. His research has been funded by the World Bank, IDRC, UNU-WIDER, and J-PAL Africa. He has forthcoming publications in the Review of Economics and Statistics and Experimental Economics, and his work has appeared in the American Economic Journal: Applied Economics, Health Economics, Empirical Economics, the Journal of African Economies, and the South African Journal of Economics, among others.
In 2024 he co-convened Nobel Symposium NS192 — Microdevelopment Research in the Last 20 Years — at STIAS alongside Jakob Svensson of Stockholm University, gathering approximately 40 of the world's leading development economists under the auspices of the Nobel Foundation.
Areas of Focus
Randomised field experiments, behavioural interventions, and the intention–behaviour gap in job search and workplace decisions.
Programme evaluation, non-parametric estimation, panel data methods, limited dependent variable models, and machine learning.
Employment, wages, unemployment dynamics, and labour market transitions in South Africa.
Poverty, inequality, social grants, and economic mobility in developing contexts.
Returns to schooling, teacher quality, and the unintended consequences of education policy.
Machine learning approaches to demand forecasting, applied through Predictive Insights.
Peer-Reviewed Work
Name-Based Race Discrimination: The Role of Heuristics
Review of Economics and Statistics
ForthcomingChoice Over Payment Schemes and Worker Effort
Experimental Economics
ForthcomingYouth Employability Programmes in South Africa: Which Features Work Best and for Whom?
Development Southern Africa, 41(1), 207–224
Journal ArticleBig Data Forecasting of South African Inflation
Empirical Economics, 65, 149–188
Journal ArticleThe Effectiveness of Affirmative Action Policies in South Africa
Handbook on Economics of Discrimination and Affirmative Action, Springer
Book ChapterTesting an Incentive-Based and Community Health Worker Package Intervention to Improve Maternal Health and Nutrition Outcomes
Maternal and Child Health Journal, 25(12), 1913–1922
Journal ArticleThe Value of Reference Letters: Experimental Evidence from South Africa
American Economic Journal: Applied Economics, 12(3), 40–71
Journal ArticleBridging the Intention-Behavior Gap? The Effect of Plan-Making Prompts on Job Search and Employment
American Economic Journal: Applied Economics, 11(2), 1–19
Journal ArticleAn Incentive-Based and Community Health Worker Package Intervention to Improve Early Utilization of Antenatal Care
Maternal and Child Health Journal, 23(5), 633–640
Journal ArticleAn Econometric Method for Estimating Population Parameters from Non-Random Samples: An Application to Clinical Case Finding
Health Economics, 26, 1110–1122
Journal ArticleIncome and Price Elasticities of Demand in South Africa: An Application of the Linear Expenditure System
South African Journal of Economics, 85(4), 491–514
Journal ArticleThe Effect of Schooling on Worker Productivity: Evidence from a South African Industry Panel
Journal of African Economies, 24(5), 629–644
Journal ArticleThe Unintended Consequences of Education Policies on South African Participation and Unemployment
South African Journal of Economics, 83(1), 74–100
Journal ArticleRising Unemployment in a Growing Economy: A Business Cycle, Generational and Life-Cycle Perspective
Studies in Economics and Econometrics, 38(1), 35–64
Journal ArticleThe Fertility Transition in South Africa: A Retrospective Panel Data Analysis
Development Southern Africa, 29(5), 738–755
Journal ArticleFull list of publications and working papers: Google Scholar · IDEAS/RePec
Academic Training
D.Phil in Economics
University of Oxford (Mansfield College)
Dissertation: Estimating the shape of the South African schooling earnings profile · Supervisor: Francis Teal · Passed coursework with distinction
M.Phil in Economics
University of Cambridge
Passed with distinction · Awarded Nedbank/Old Mutual Budget Speech Competition Cambridge Scholarship
M.Comm in Economics
Stellenbosch University
Passed with distinction · Best Master's student in Economics · Ernst and Ethel Eriksen Scholarship
B.Comm (Hons) in Economics
Stellenbosch University
Passed with distinction · S.A. Cloete Medal for best post-graduate student in Economics · Finansies & Tegniek prize for best Honours student
B.Comm in Mathematics
Stellenbosch University
Courses at Stellenbosch University
Completed Ongoing
Recognition
Get in Touch
I welcome inquiries from prospective postgraduate students, research collaborators, and organisations interested in applied economic analysis or predictive analytics.
Research on Socio-Economic Policy (2003–present)
Affiliated Professor (2020–present)
Visiting Scholar, Department of Economics (2016)
Founding Director (2018–present) · predictiveinsights.co.za ↗