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
Hammed Amusa, Njeri Wabiri, and David Fadiran
Using comprehensive, anonymized tax administrative data for the 2008–14 period, we examine firm-level productivity in South Africa. Measures of firm-level productivity are included in a spatial autoregressive model that assesses spillovers from total factor productivity...
January 2020
Enterprise development
Working paper
Anmar Pretorius, Carli Bezuidenhout, Marianne Matthee, and Derick Blaauw
In South Africa, the manufacturing sector—important for growth and employment creation—has shown declining growth, poor productivity performance, decreased labour demand, and increased imports of intermediate goods (offshoring activities). Offshoring influences jobs and wages differently depending...
October 2019
Enterprise development
Working paper
Isaac Marcelin, Daniel Brink, David Oluwatosin Fadiran, and Hammed Adedeji Amusa
Employing the difference-in-differences technique, this study examines the impact of the Employment Tax Incentive programme on a large sample of South African firms from 2011 to 2016. It finds that programme firms expanded investments by...
July 2019
Public revenue
Working paper
by Aroop Chatterjee
Understanding wealth inequality has unique significance in South Africa. The co-existence of extreme poverty and extreme wealth is starkly visible. Apartheid-era inequality has persisted despite more than 20 years of democracy. Much of the research...
March, 2019
Labour market and inequality
Working paper
by Amina Ebrahim and Jukka Pirttilä
The paper examines the incidence and employment impacts of the Employment Tax Incentive, a South African wage subsidy system that is targeted at the employers of low-wage youth. The paper uses a triple differences strategy...
March, 2019
Public revenue
Working paper
by Seppo Kari, Londiwe Khoza, Nagamso Manjezi, and Kyle McNabb
The problem of debt bias can be tackled through either disincentivizing the use of debt financing or incentivizing the use of equity financing. Considering the South African context—in which many firms are highly leveraged and...
March 2019
Public revenue
Working paper
by Amina Ebrahim, Rebone Gcabo, Lilian Khumalo, and Jukka Pirttilä
This framing paper has two main purposes. We first provide a brief survey of the economic literature on taxation in South Africa. Second, we attempt to offer some ideas about areas and topics on which...
March, 2019
Public revenue