The elasticity of taxable income in a developing economy: Evidence from Zambia’s 2017 Pay-As-You-Earn [PAYE] reform

Authors

DOI:

https://doi.org/10.51867/ajernet.7.4.111

Keywords:

Elasticity of Taxable Income, Gender, Optimal Income Tax, Pay-As-You-Earn, Welfare Cost, Zambia

Abstract

This study estimates the elasticity of taxable income (ETI) at the top of the income distribution in a low-income African economy and translates the estimates into welfare and optimal-rate implications for Pay-As-You-Earn (PAYE) policy. The analysis is guided by the optimal taxation sufficient-statistic framework, in which the ETI, the Pareto parameter of the upper-income tail, and the social welfare weight on top earners jointly determine welfare-consistent tax rates. A difference-in-differences design is applied to the Zambia Revenue Authority administrative panel data for 2014 –2019, exploiting the 2017 increase in the top marginal PAYE rate from 35 percent to 37.5 percent. The sample contains 3,646,850 person-year observations for 372,223 private formal sector employees. The baseline ETI is 0.27 and is robust to alternative specifications and sample restrictions. Responsiveness varies sharply by age and gender, from 0.134 for young men to 1.182 for young women. At the prevailing top rate, the baseline marginal excess burden is 0.162, the marginal welfare cost is 0.193, and the marginal cost of public funds is 1.19. With a Pareto parameter of 2.0, the full-sample revenue-maximising top rate is found to be 48.1 percent with a social welfare weight of 0.5. This exceeds the prevailing 37 percent, although the optimal rate for young women lies below the current rate. The results show that Zambia retains modest fiscal space at the top of the private formal PAYE distribution, but the aggregate masks costly subgroup responses. PAYE reform should therefore combine cautious, evidence-led rate appraisal with regular monitoring of demographic heterogeneity and targeted measures that protect formal employment among highly responsive groups.

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References

Axelson, C., Hohmann, A., Pirttilä, J., Raabe, R., & Riedel, N. (2024). Taxing top incomes in the emerging world: Economic impact under the microscope (WIDER Working Paper 2024/37). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2024/495-3

Bell, N. P. (2020). Taxpayer responsiveness to taxation: Evidence from bunching at kink points of the South African income tax schedule (WIDER Working Paper 2020/68). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2020/825-2

Blomquist, S., & Selin, H. (2010). Hourly wage rate and taxable labor income responsiveness to changes in marginal tax rates. Journal of Public Economics, 94(11-12), 878-889. https://doi.org/10.1016/j.jpubeco.2010.08.001

Byrne, W. J. (1983). The elasticity of the tax system of Zambia, 1966-1977. World Development, 11(2), 153-162. https://doi.org/10.1016/0305-750X(83)90065-7

Chetty, R. (2009). Is the taxable income elasticity sufficient to calculate deadweight loss? The implications of evasion and avoidance. American Economic Journal: Economic Policy, 1(2), 31-52. https://doi.org/10.1257/pol.1.2.31

Díaz-Caro, C., & Onrubia, J. (2018). How do taxable income responses to marginal tax rates differ by sex, marital status and age? Evidence from Spanish dual income tax. Economics: The Open-Access, Open-Assessment E-Journal, 12(2018-67), 1-25. https://ideas.repec.org/a/zbw/ifweej/201867.html

Feldstein, M. (1995). The effect of marginal tax rates on taxable income: A panel study of the 1986 Tax Reform Act. Journal of Political Economy, 103(3), 551-572. https://doi.org/10.1086/261994

Feldstein, M. (1999). Tax avoidance and the deadweight loss of the income tax. The Review of Economics and Statistics, 81(4), 674-680. https://doi.org/10.1162/003465399558391

Gruber, J., & Saez, E. (2002). The elasticity of taxable income: Evidence and implications. Journal of Public Economics, 84(1), 1-32. https://doi.org/10.1016/S0047-2727(01)00085-8

Jakobsen, K. M., & Søgaard, J. E. (2022). Identifying behavioral responses to tax reforms: New insights and a new approach. Journal of Public Economics, 212, 104691. https://doi.org/10.1016/j.jpubeco.2022.104691

Jouste, M., Kaidu, T., Ayo, J. O., Pirttilä, J., & Rattenhuber, P. (2021). The effects of personal income tax reform on employees' taxable income in Uganda (WIDER Working Paper 2021/11). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2021/945-7

Jouste, M., Barugahara, T. K., Ayo Okello, J., Pirttilä, J., & Rattenhuber, P. (2025). Taxpayer response to greater progressivity: Evidence from personal income tax reform in Uganda. International Tax and Public Finance, 32(4), 1177-1212. https://doi.org/10.1007/s10797-024-09861-w

Kanina, J., Mugure, J., Nato, J., Urzainqui, D. G., & Fisker, P. (2025). Assessing the impact of personal income tax reform in Kenya with administrative data: Behavioral responses and distributional implications (Working Paper GOK-AERC-UCPH-DERG-005). African Economic Research Consortium. https://ideas.repec.org/p/aer/wpaper/0e0a5942-36ed-4bc3-8bf2-ff6c4950fb06.html

Kemp, J. H. (2020). The elasticity of taxable income: New data and estimates for South Africa (WIDER Working Paper 2020/29). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2020/786-6

Kleven, H. J., Knudsen, M. B., Kreiner, C. T., Pedersen, S., & Saez, E. (2011). Unwilling or unable to cheat? Evidence from a tax audit experiment in Denmark. Econometrica, 79(3), 651-692. https://doi.org/10.3982/ECTA9113

Kleven, H. J., & Schultz, E. A. (2014). Estimating taxable income responses using Danish tax reforms. American Economic Journal: Economic Policy, 6(4), 271-301. https://doi.org/10.1257/pol.6.4.271

McKay, A., Pirttilä, J., & Schimanski, C. (2024). The tax elasticity of formal work in Sub-Saharan African countries. The Journal of Development Studies, 60(2), 217-244. https://doi.org/10.1080/00220388.2023.2279477

Ministry of Finance of Zambia. (2016). 2017 budget address by Honourable Felix C. Mutati, MP, Minister of Finance. https://www.parliament.gov.zm/sites/default/files/images/publication_docs/2017%20Budget%20Speech.pdf

Mirrlees, J. A. (1971). An exploration in the theory of optimum income taxation. The Review of Economic Studies, 38(2), 175-208. https://doi.org/10.2307/2296779

Neisser, C. (2021). The elasticity of taxable income: A meta-regression analysis. The Economic Journal, 131(640), 3365-3391. https://doi.org/10.1093/ej/ueab038

Piketty, T., & Saez, E. (2013). Optimal labor income taxation. In A. J. Auerbach, R. Chetty, M. Feldstein, & E. Saez (Eds.), Handbook of public economics (Vol. 5, pp. 391-474). Elsevier. https://doi.org/10.1016/B978-0-444-53759-1.00007-8

Piketty, T., Saez, E., & Stantcheva, S. (2014). Optimal taxation of top labor incomes: A tale of three elasticities. American Economic Journal: Economic Policy, 6(1), 230-271. https://doi.org/10.1257/pol.6.1.230

Republic of Zambia. (2016). Income Tax (Amendment) Act, 2016, Act No. 45 of 2016. Government Printer. https://www.policyvault.africa/wp-content/uploads/policy/ZMB48.pdf

Saez, E. (2001). Using elasticities to derive optimal income tax rates. The Review of Economic Studies, 68(1), 205-229. https://doi.org/10.1111/1467-937X.00166

Saez, E., Slemrod, J., & Giertz, S. H. (2012). The elasticity of taxable income with respect to marginal tax rates: A critical review. Journal of Economic Literature, 50(1), 3-50. https://doi.org/10.1257/jel.50.1.3

Slemrod, J., & Kopczuk, W. (2002). The optimal elasticity of taxable income. Journal of Public Economics, 84(1), 91-112. https://doi.org/10.1016/S0047-2727(01)00095-0

Weber, C. (2014). Toward obtaining a consistent estimate of the elasticity of taxable income using difference-in-differences. Journal of Public Economics, 117, 90-103. https://doi.org/10.1016/j.jpubeco.2014.05.004

https://doi.org/10.1016/j.jpubeco.2014.05.004

Wright, G., Gasior, K., Ollonqvist, J., Steyn, W., Ngobeni, W., Barnes, H., Noble, M., McLennan, D., Pirttilä, J., & Jansen, A. (2023). Exploring options to deepen and broaden the personal income tax base in South Africa (WIDER Working Paper 2023/147). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2023/455-7

Zambia Revenue Authority. (2020). Tax statistics bulletin. https://www.zra.org.zm/download/tax-statistics-bulletin/

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Published

2026-11-04

How to Cite

Simbeye, L. (2026). The elasticity of taxable income in a developing economy: Evidence from Zambia’s 2017 Pay-As-You-Earn [PAYE] reform. African Journal of Empirical Research, 7(4), 1346-1355. https://doi.org/10.51867/ajernet.7.4.111