Dataset

Average learning outcomes vs. GDP per capita

owid.learning-outcomes-vs-gdp-per-capita
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About

Average learning outcomes correspond to harmonized test scores across standardized, psychometrically-robust international and regional student achievement tests. Average economic output per person in a country or region per year. This data is adjusted for inflation and differences in living costs between countries. Population by country, available from 10,000 BCE to 2023, based on data and estimates from different sources. Regions as defined by the World Bank.

Cite as: World Bank (2024) – processed by Our World in Data. “Harmonized test scores among all students” [dataset]. World Bank, “Human Capital Index – Harmonized Test Scores” [original data].

Publisher
Our World in Data
Tier
Official
Covers
1990–2025
Places
Countries, regions and groups of the world
Updated
annual
Last modified
2026-07-27
Units
international-$ in 2021 prices; people; score
License
Creative Commons Attribution 4.0 International
Method
https://ourworldindata.org/grapher/learning-outcomes-vs-gdp-per-capita

Columns

NameTypeDescription
entitytextcountry, region or group
codetextISO 3166-1 alpha-3, OWID_ for OWID's own groups, empty for most regions
yearinteger
harmonized_test_scores__sex_all_studentsnumberHarmonized test scores among all students (score)
ny_gdp_pcap_pp_kdnumberGDP per capita (international-$ in 2021 prices)
population_historicalnumberPopulation (people)
wb_regiontextWorld regions according to WB

Dimensions

NameValues
entity
year

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