The Cape of Good Hope Panel is a series of annual tax censuses (or opgaafrolle) collected by the colonial authorities in the seventeenth- to nineteenth-century Cape Colony. The censuses contain information not only about the complete settler population – by the end of the period, a total of more than 50 000 individuals – but also the enslaved and indigenous Khoesan population that lived and worked within the colonial economy.

Thanks to a generous grant from the Bank of Sweden Tercentenary Foundation (The establishment, growth and legacy of a settler colony: Quantitative panel studies of the political economy of Cape Colony – Dnr: M20-0041), the purpose of this project is to transcribe the full series of tax censuses, match households across censuses, match census households to other sources (like probate inventories and auction rolls) and match census households across generations (using genealogical records). This would allow us to investigate questions about the evolution of living standards and economic development, inequality and social mobility, networks and elite formation and slavery and labour coercion.

We aim to, ultimately, combine the wealth of data with innovative techniques to analyse and understand the economic development of this pre-industrial, colonial society.


Cape Panel student wins national competition

Tiaan de Swardt, Master’s student in Economics at Stellenbosch University and member of the Cape Panel team, won first prize at the Nedbank/Old Mutual Budget Speech Competition in February 2022. De Swardt’s research is on […]

Postdoc Leoné Walters joins Cape Panel project

Leoné is a postdoctoral fellow at Stellenbosch University’s Department of Economics. She is also affiliated to the university’s School for Data Science and Computational Thinking. Dr Walters completed her PhD in Economics at th University […]

First printed opgaafrolle handed over

On 22 October, PI Johan Fourie and several members of the Cape Panel project at Stellenbosch University awarded printed copies of the Graaff-Reinet opgaafrolle for preservation to Ellen Tise, the director of the Stellenbosch University […]



Erik Green

Department of Economic History, Lund University

Johan Fourie

Department of Economics, Stellenbosch University

Ann Carlos

Department of Economics, University of Colorado Boulder

Benjamin Chatterton

Department of Economic History, Lund University

Jeanne Cilliers

Department of Economic History, Lund University

Kate Ekama

Department of History, Stellenbosch University

Calumet Links

Department of Economics, Stellenbosch University

Igor Martin

Department of Economic History, Lund University

Anne McCants

Department of History, Massachusetts Institutes of Technology

Auke Rijpma

Department of History, Utrecht University

Robert Ross

Department of History, Leiden University

Jonathan Schoots

Department of Economics, Stellenbosch University

Dieter von Fintel

Department of Economics, Stellenbosch University

Leoné Walters

Department of Economics, Stellenbosch University



Harvard University


SOAS University of London


Northwestern University


UC Irvine


Oxford University

Jan Luiten
van Zanden

Utrecht University


The transcribed annual tax censuses (opgaafrolle) will be made available during the course of the project.


Fourie, J. and Garmon Jr, F. 2022. The settlers’ fortunes: Comparing tax censuses in the Cape Colony and early American Republic. Economic History Review, forthcoming.
Replication package

Cilliers, J., Green., E. and Ross, R., 2022. Did it pay to be a pioneer? Wealth accumulation in a newly settled frontier society. Economic History Review, forthcoming.
Replication package

Cillliers, J and E. Green (2018) ‘The Land–Labour Hypothesis in a Settler Economy: Wealth, Labour and Household Composition on the South African Frontier’, International Review of Social History, 63(2): 239-271

Rijpma, A., Cilliers, J. and Fourie, J., 2020. Record linkage in the Cape of Good Hope Panel. Historical Methods: A Journal of Quantitative and Interdisciplinary History, 53(2), pp.112-129.

Links, C., Fourie, J. and Green, E., 2020. The substitutability of slaves: Evidence from the eastern frontier of the Cape Colony. Economic History of Developing Regions, 35(2), pp.98-122.

Cilliers, J., Fourie, J. and Swanepoel, C., 2019. ‘Unobtrusively into the ranks of colonial society’: Intergenerational wealth mobility in the Cape Colony over the eighteenth century. Economic History of Developing Regions, 34(1), pp.48-71.

Cilliers, J. and Mariotti, M., 2019. The shaping of a settler fertility transition: eighteenth-and nineteenth-century South African demographic history reconsidered. European Review of Economic History, 23(4), pp.421-445.

Fourie, J. and Green, E., 2018. Building the Cape of Good Hope Panel. The History of the Family, 23(3), pp.493-502.

Fourie, J. and Green, E., 2015. The missing people: accounting for the productivity of indigenous populations in Cape Colonial History. Journal of African History, 56(2), p.195.


PhD graduates

Calumet Links (Stellenbosch, 2021): The Economic Impact of the Khoe on the North-Eastern Frontier of the Cape Colony

Igor Martins (Lund, 2020): Collateral Effect: Slavery and Wealth in the Cape Colony

Heinrich Nel (Stellenbosch, 2020): Wealth mobility, familial ties and migration: Evidence form the Cape of Good Hope Panel


Madeleine Jarl

Research secretary
Lund University


We are grateful to the following supporters, without which this project would not be possible:

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