Data

Introduction

The National Treasury Secure Data Facility (NT-SDF), established through the collaboration between the United Nations University World Institute for Development Economics Research (UNU-WIDER), the South African Revenue Service (SARS) and National Treasury (NT), provides researchers with partially anonymised tax data for research. South Africa is one of only a few countries globally to grant access to this type of data for research purposes. This is a unique opportunity as access to national administrative data for researchers outside of senior officials is rarely granted. The administrative data plays a central part in the SA-TIED programme and aims to inform policy formulation.

Data access

Located on the 20th floor of the NT building in Pretoria, the NT-SDF has a number of terminals available to researchers. Researchers with successful applications in response to calls for proposals, listed under the opportunities tab, can secure access the data to conduct their research. 

Apart from responding to the request for proposals, researchers can send proposals (max five pages) to the National Treasury (ntsdf@treasury.gov.za) to request access to the data. Proposals should outline the research question, the relevant literature, the proposed methodology, exact data requirements, and the anticipated time needed in the data lab. In addition, the researcher should ensure that their proposal illustrates their familiarity with papers on the tax data relevant to their proposal. This will ensure they understand the data limitations and place their proposed contribution into the tax data literature.

Data description

The de-identified tax data available at the NT-SDF includes our core datasets such as the Corporate Income Tax (CIT), Employee Income Payroll certificates (IRP5), Personal Income Tax (PIT), Customs, and Value Added Tax (VAT) datasets. These datasets are linked to specific SARS forms that generate the data. Below is a comprehensive list of the datasets which are available.

  • Common Reporting Standards
  • Corporate Income Tax panel (IT14 and ITR14 forms)
  • Customs (SAD500 and CD1 forms)
  •   Employer Reconciliation Declaration (EMP 501 form)
  •  Employee Income Payroll certificates (IRP5 form)
  • Excise Duties
  •  Individual income tax return (ITR12 form)
  • Labour Brokers (IRP30A form)
  • Monthly Employer Declaration (EMP201 form)
  • SARS Treasury Matched Firm (STMF) Panel (merged CIT, Employee Income Payroll certificates, Customs and VAT)
  • SARS Treasury Matched Individual Panel (merged Employee Income Payroll certificates and Individual income tax return)
  •  Value-Added Tax (VAT201 form)
  • Meta and dummy data for selected datasets are available on this LINK.

Data Security

The data are de-identified by masking identifying information (e.g., tax reference numbers, PAYE reference numbers). This process ensures that no one granted access to the tax data at the NT-SDF can directly or indirectly identify the companies or individuals described in the data. Additionally, the NT-SDF enhances security by requiring users to sign a non-disclosure agreement (NDA) and take an Oath of Secrecy before accessing the data. Moreover, the NT-SDF enforces strict rules regarding the export of researcher outputs. This document: Output Rules for Researchers contains details on what outputs are permitted to leave the facility and the procedures for requesting export approval. 

Research

If you are planning on responding to an SA-TIED call for research proposals, please check the papers at the bottom of this page for completed, current, and ongoing research to avoid the duplication of existing research. Final papers resulting from the analysis of these data will be made available on our research page alongside all other SA-TIED final papers.

Some independent research studies have also been undertaken by staff at the National Treasury. An overview of this research can be accessed here.

Please feel free to send an email to: ntsdf@treasury.gov.za with additional questions regarding the data.

Working paper
Michelle Pleace, Matthew Clance and Nicky Nicholls
The attainment of financial independence by women holds significant importance for women’s empowerment and has implications for the increasing prevalence of female-headed households in the country. Previous estimates of the gender wage gap in South...
October 2023
Labour market and inequality
News
SA-TIED
SA-TIED marked a significant milestone on 13 October 2023, by hosting an inaugural National Treasury Secure Data Facility (NTSDF) data lab roadshow at the University of Pretoria . The event featured a presentation by the...
October 2023
Enterprise development
Public revenue
Labour market and inequality
Journal article
Marlies Piek, Dieter von Fintel, Johann Kirsten
Marlies Piek , Dieter von Fintel , Johann Kirsten This paper is the first to provide estimates of how minimum wages affect worker flows and employment growth rates in an employment scarce developing country context...
SEPTEMBER 2023
Abstract We incorporate a model of frictions into the bunching-based elasticity estimator to rationalize diffuse bunching around kinks and mass above notches in empirical distributions. Model agents draw a sparse set of opportunities from a...
Working paper
Andrew R. Donaldson
Andrew R. Donaldson March 2023 Tax administration statistics now provide considerably more complete and reliable measures of South African personal income and its distribution than the available household or other survey sources. However, there are...
March 2023
Labour market and inequality
Journal article
Ihsaan Bassier
How important are firms for wage inequality in developing countries where structural unemployment is high? Research focused on contexts close to full employment has suggested a substantial role of firms in labor market inequality...
MARCH 2023
Working paper
Ewa Karwowski, Hanna Szymborska, Keagile Lesame, and Tlhologelo Thoka
Globally, corporate cash holdings have risen since the 1980s. In South Africa, some commentators have accused corporations of engaging in an ‘investment strike’, while others see corporate liquidity as a precaution against systemic uncertainty. We...
August 2022
Enterprise development
Working paper
Michael Kilumelume, Bruno Morando, Carol Newman, and John Rand
Extractive industries form an important part of the economy for many developing countries, but their impact on growth and welfare remains understudied. With global efforts to transition to net-zero carbon emissions in the coming decades...
February 2022
Enterprise development
Working paper
Michael Kilumelume, Bruno Morando, Carol Newman, and John Rand
An often-neglected potential negative consequence of tariffs is the impact they may have on the misallocation of factor inputs. Trade protection can provide space for domestic firms to increase prices and mark-ups, allowing low-productivity firms...
December 2021
Enterprise development
Working paper
Amina Ebrahim, C. Friedrich Kreuser, and Michael Kilumelume
This paper presents version 4.0 of the CIT-IRP5 firm-level panel dataset. Version 4.0 is the latest edition of the firm-level component of the combined administrative data using sources from the South African Revenue Service. We...
December 2021
Enterprise development