Scholar4AI Updated 2026-11-04 18:03 UTC+09:00

WRDS

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data category: Financial data platforms · 1 paper in the last 7 days

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Commercial terminals and data services with prices, fundamentals and economic series.

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Names searched for: Wharton Research Data Services, WRDS

Key findings#

  • From Nov 2023 to Oct 2026, 121 archived papers mentioned WRDS in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2026 (10).
  • WRDS was mentioned in 3 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #106 of the 255 datasets mentioned.
  • By journal category: Finance (2) and Economics (1).
  • Most of them appeared in Review of Quantitative Finance and Accounting (1), Journal of Economics and Finance (1) and Computational Economics (1).
  • From 2017 to 2026 (so far), WRDS was mentioned in 126 papers in the tracked journals, most of them in finance (58), accounting (22) and economics (18).
  • 33 of them were published in 2025, against 0 in 2017.
  • Since 2023, the institutions with the most of these papers were Monash University (6), Durham University (5) and Erasmus University Rotterdam (4).
  • The journals publishing most of them were Review of Accounting Studies (18), Review of Quantitative Finance and Accounting (7) and Journal of Financial Economics (6).
  • The most-cited of them is “Corporate green innovation: The influence of ESG information disclosure” (Journal of Innovation & Knowledge, 2024), with 68 citations.
  • Papers use WRDS most often with Compustat (70), CRSP (55) and S&P 500 (30); it has 53 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.

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
333454121

Papers per year#

2017: 0 papers2018: 1 paper2019: 0 papers2020: 0 papers2021: 0 papers2022: 0 papers2023: 8 papers2024: 34 papers2025: 33 papers2026 (so far): 50 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Finance0100004141326
Accounting00000025510
Economics0000000666
Management0000001343
AI0000000223
Operations Research0000000130
Statistics0000001001
Marketing0000000200
Health Economics and Policy0000000001
Tourism and Hospitality0000000100
All categories0100008343350

Where the papers come from#

Countries with the most papers, since 2023
#CountryPapers
1United States49
2United Kingdom40
3Australia15
4China14
5Netherlands8
6Italy6
7Canada5
8Spain5
9Hong Kong5
10Switzerland4
Keywords with the most papers, since 2023
#KeywordPapers
1corporate governance22
2financial constraints6
3institutional investors6
4information asymmetry5
5institutional ownership5
6COVID-19 pandemic4
7asset pricing4
8bid-ask spread4
9board gender diversity4
10corporate disclosure4

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
1682.7Corporate green innovation: The influence of ESG information disclosureJournal of Innovation & Knowledge2024-10-01Lei Ruan, Liwen Yang, Kunyang Dong
2551.5The impact of economic policy uncertainty and inflation risk on corporate cash holdingsReview of Quantitative Finance and Accounting2023-11-07Bijoy Chandra Das, Fakhrul Hasan, Soma Rani Sutradhar
3531.7Accounting fraud detection using contextual language learningInternational Journal of Accounting Information Systems2024-03-11Indranil Bhattacharya, Ana Mićković
4471.5Dynamic datasets and market environments for financial reinforcement learningMachine Learning2024-02-26Xiao-Yang Liu, Ziyi Xia, Hongyang Yang et al.
5371.3Diversity targetsReview of Accounting Studies2024-07-03Wei Cai, Yue Chen, Shiva Rajgopal 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 WRDS most often with Compustat (70), CRSP (55) and S&P 500 (30); it has 53 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat. The whole network →

What papers use WRDS together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
CompustatDataset7042.2
CRSPDataset5549.0
S&P 500Dataset305.0
I/B/E/SDataset2537.7
Thomson Reuters 13F holdingsDataset1966.2
10-K filingsDataset1824.1
Earnings call transcriptsDataset1723.8
Economic Policy Uncertainty indexDataset142.2
Marketization index (Fan Gang)Dataset147.9
Kenneth French Data LibraryDataset1227.6
Loughran-McDonald dictionaryDataset1223.1
VIXDataset124.7
Papers mentioning WRDS in the last 30 days, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-31CEO power and stock price crash risk: moderating effect of environmental practicesReview of Quantitative Finance and AccountingHamad Aldawsari, Taufiq Choudhry, Muhammad Saad BalochSaudi Electronic University; University of Southampton
2026-10-26The effect of urban density on stock returns: evidence from satellite imagery and firms in the United StatesJournal of Economics and FinanceMahsa Memarian, Carles Vergara‐Alert, Sara BenettiUniversitat Autònoma de Barcelona; IESE Business School; ESE Business School; …
2026-10-23Markov-Switching Multifractal Models for High-Frequency Trade CountsComputational EconomicsZhamilya Mussayeva, Karim MoussaVrije Universiteit Amsterdam
Cite this page

Scholar4AI. (2026). WRDS. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/wrds

@misc{scholar4ai-datasets-wrds,
  author = {{Scholar4AI}},
  title = {WRDS},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/wrds}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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