Scholar4AI Updated 2026-11-05 06:02 UTC+09:00

PISA

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data category: Cross-country social and attitude surveys · 0 papers in the last 7 days

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Surveys run in many countries on values, trust, well-being, financial inclusion and skills.

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Names searched for: Programme for International Student Assessment, PISA

Key findings#

  • From Nov 2023 to Oct 2026, 140 archived papers mentioned PISA in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Dec 2025 (9).
  • PISA was mentioned in 3 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #103 of the 246 datasets mentioned.
  • By journal category: Higher Education and Research (2) and Economics (1).
  • Most of them appeared in Educational Research Review (1), Education and Information Technologies (1) and Ecological Economics (1).
  • From 2017 to 2026 (so far), PISA was mentioned in 307 papers in the tracked journals, most of them in higher education and research (165), economics (69) and operations research (23).
  • 36 of them were published in 2025, against 16 in 2017.
  • Since 2023, the institutions with the most of these papers were Beijing Normal University (7), KU Leuven (6) and Politecnico di Milano (5).
  • The journals publishing most of them were International Journal of Educational Development (28), Studies In Educational Evaluation (27) and Education and Information Technologies (21).
  • The most-cited of them is “PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting” (IEEE Transactions on Knowledge and Data Engineering, 2023), with 312 citations.
  • Papers use PISA most often with TIMSS / PIRLS (26), International Energy Agency (IEA) (7) and OECD statistics (6); it has 8 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
TrendNov 23–Oct 24Nov 24–Oct 25Nov 25–Oct 2636 months
473459140

Papers per year#

2017: 16 papers2018: 22 papers2019: 14 papers2020: 32 papers2021: 30 papers2022: 22 papers2023: 41 papers2024: 45 papers2025: 36 papers2026 (so far): 49 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Higher Education and Research612318171220272030
Economics86475691086
Operations Research1255203311
Statistics0101212137
Management0000213011
Information Systems1120010110
Finance0001100211
Health Economics and Policy0000012101
AI0000002002
Marketing0000000010
Tourism and Hospitality0000100000
All categories16221432302241453649

Where the papers come from#

Institutions with the most papers, since 2023
#InstitutionPapers
1Beijing Normal University7
2KU Leuven6
3Politecnico di Milano5
4University of Macau5
5Chinese University of Hong Kong4
6London School of Economics and Political Science4
7Universidad de Zaragoza4
8Education University of Hong Kong3
9Guangxi Normal University3
10Pontificia Universidad Católica de Chile3
Countries with the most papers, since 2023
#CountryPapers
1China31
2United States24
3United Kingdom20
4Italy16
5Spain15
6Turkey13
7Germany12
8Hong Kong10
9Australia8
10Belgium7
Keywords with the most papers, since 2023
#KeywordPapers
1academic performance47
2PISA39
3PISA 201837
4PISA 202234
5cross-national comparison24
6educational inequality23
7mathematics achievement23
8gender differences16
9reading achievement14
10socioeconomic status14

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
13129.0PromptCast: A New Prompt-Based Learning Paradigm for Time Series ForecastingIEEE Transactions on Knowledge and Data Engineering2023-12-13Hao Xue, Flora Dilys Salim
21752.5Stereotypes in financial literacy: Evidence from PISAJournal of Corporate Finance2020-12-20Laura Bottazzi, Annamaria Lusardi
31381.2The gender gap in mathematics achievement: Evidence from Italian dataEconomics of Education Review2017-03-16Dalit Contini, Maria Laura Di Tommaso, Silvia Mendolia
41363.8Global universal basic skills: Current deficits and implications for world developmentJournal of Development Economics2023-11-03Sarah Gust, Eric Alan Hanushek, Ludger Woessmann
51221.1What happens when econometrics and psychometrics collide? An example using the PISA dataEconomics of Education Review2017-09-29John Jerrim, Luis Alejandro López-Agudo, Óscar David Marcenaro Gutiérrez et al.

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Used together with#

Papers use PISA most often with TIMSS / PIRLS (26), International Energy Agency (IEA) (7) and OECD statistics (6); it has 8 partners in the code and data network, in the group around World Development…, Eurostat, International Energy…. The whole network →

What papers use PISA together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
TIMSS / PIRLSDataset2626.9
International Energy Agency (IEA)Dataset71.2
OECD statisticsDataset62.7
EurostatDataset50.5
World Development Indicators (World Bank)Dataset50.8
FacebookDataset30.2
V-DemDataset32.5
WITS / TRAINS tariff dataDataset30.7
Papers mentioning PISA in the last 30 days, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-28Teaching quality and socioeconomic inequalities in student achievement: Meta-Analytic evidence from PISA 2022Educational Research ReviewTamara Kastorff, Pia Todtenhöfer, Samuel GreiffTechnical University of Munich
2026-10-07ICT use and academic performance in top-performing Asian educational systems: A multilevel latent profile analysis of students and schoolsEducation and Information TechnologiesTianshu Zhang, Huan Zhou, Kexin Qin et al.Beijing Normal University
2026-10-07Is Europe a laggard? Comparing the EU and the US using an interdisciplinary well-being frameworkEcological EconomicsAnnegeke Jansen, Ranran Wang, Jan-emmanuel De Neve A et al.Leiden University; University of Oxford; State Key Laboratory of Pollution Control and Resource Reuse; …
Cite this page

Scholar4AI. (2026). PISA. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/pisa

@misc{scholar4ai-datasets-pisa,
  author = {{Scholar4AI}},
  title = {PISA},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/pisa}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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