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Groningen Growth and Development Centre

Faculty of Economics and Business
Productivity Penn World Table

PWT 10.01

Penn World Table version 10.01

PWT version 10.01 is a database with information on relative levels of income, output, input and productivity, covering 183 countries between 1950 and 2019. For questions not covered in the documentation, please contact pwt Access to the data is provided below:

Published on January 23, 2023, PWT 10.01 constitutes a minor update from PWT 10.0 . Please consult the what is new document for an overview of the changes.

User information

This data set is hosted on Dataverse, it can be accessed in its entirety through the following doi: 10.34894/QT5BCC

If you are new to PWT, please consult the User Guide to PWT 10.0 for further information and a guide to the available documentation. This Vox column is a good starting point as well. If you are an experienced PWT user, please consult What is new in PWT 10.01.

To stay informed about new releases, follow us on Twitter @PennWorldTable.

Attribution requirement - When using these data (for whatever purpose), please make the following reference:

  • Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at

License and funding
Penn World Table 10.01 by Robert C. Feenstra, Robert Inklaar and Marcel P. Timmer is licensed under a Creative Commons Attribution 4.0 International License . This research received support through grants from the National Science Foundation, the Sloan Foundation and the Transatlantic Platform’s Digging into Data program.


Paper introducing new concepts and new results of PWT, starting with version 8.
Note that details the changes in PWT 10.01 relative to PWT 10.0.
Note on the comparison of productivity estimations from four databases; PWT 10.01, OECD Productivity Database, Total Economy Database April 2022 release, and the 2021 release of EU KLEMS

Additional data and programs

NA data (Excel, Stata)
The National Accounts data in current and constant national prices and exchange rate and population data
Exports and imports by Broad Economic Category, including shares in CGDPo and price levels
Details on the sources and methods for compiling employment, educational attainment and labor share data
Capital detail (Excel, Stata)
Investment, capital stock and capital consumption data by assets.
The Stata data files and do-files necessary to replicate and customize PWT
Bilateral correlations between expenditure (budget) shares in the different global benchmark years
NA vintages (2009, 2010, 2011, 2014, 2017)
Older vintages of NA data with data up to the indicated year
ICP benchmark data (1970, 1975, 1980, 1985, 1996)
PPPs and expenditure at the most detailed level for publicly available benchmark years
Last modified:26 January 2023 3.29 p.m.