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

Sustainalytics

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data category: ESG and sustainability ratings · 0 papers in the last 7 days

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Environmental, social and governance scores, controversies and carbon data of companies.

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Names searched for: Sustainalytics

Key findings#

  • From Nov 2023 to Oct 2026, 76 archived papers mentioned Sustainalytics in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Mar 2026 (6).
  • No paper of the tracked journals mentioned Sustainalytics in the last 30 days (2026-10-06 to 2026-11-04).
  • From 2017 to 2026 (so far), Sustainalytics was mentioned in 83 papers in the tracked journals, most of them in finance (41), management (14) and economics (10).
  • 23 of them were published in 2025, against 0 in 2017.
  • Since 2023, the institutions with the most of these papers were Technical University of Munich (4), Auckland University of Technology (3) and Erasmus University Rotterdam (3).
  • The journals publishing most of them were International Review of Economics & Finance (9), Research in International Business and Finance (5) and Annals of Operations Research (4).
  • The most-cited of them is “Climate change, ESG criteria and recent regulation: challenges and opportunities” (Eurasian economic review :, 2024), with 81 citations.
  • Papers use Sustainalytics most often with MSCI ESG / KLD (22), Refinitiv ESG (ASSET4) (20) and Morningstar (17); it has 34 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
24232976

Papers per year#

2017: 0 papers2018: 0 papers2019: 0 papers2020: 0 papers2021: 1 paper2022: 1 paper2023: 8 papers2024: 26 papers2025: 23 papers2026 (so far): 24 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Finance000011315912
Management0000002264
Economics0000001522
Accounting0000001231
Operations Research0000000223
AI0000001001
Marketing0000000011
All categories0000118262324

Where the papers come from#

Institutions with the most papers, since 2023
#InstitutionPapers
1Technical University of Munich4
2Auckland University of Technology3
3Erasmus University Rotterdam3
4Hong Kong Polytechnic University2
5Iowa State University2
6King's College London2
7Monash University2
8Swiss Finance Institute2
9University of Bari Aldo Moro2
10University of Hong Kong2
Countries with the most papers, since 2023
#CountryPapers
1United Kingdom17
2United States14
3Italy12
4China9
5Germany8
6Spain7
7Australia5
8Netherlands4
9New Zealand4
10Hong Kong3
Keywords with the most papers, since 2023
#KeywordPapers
1ESG ratings25
2corporate social responsibility12
3ESG performance11
4ESG disclosure10
5corporate governance9
6Sustainalytics7
7climate risk6
8institutional investors5
9ESG investing4
10credit rating agencies4

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
1812.5Climate change, ESG criteria and recent regulation: challenges and opportunitiesEurasian economic review :2024-03-01Mónica Oliver Yébenes
2731.4Take it with a pinch of salt—ESG rating of stocks and stock indicesInternational Review of Financial Analysis2022-07-25Szilárd Erhart
3631.6ESG in the financial industry: What matters for rating analysts?Research in International Business and Finance2023-07-27Marco Mandas, Oumaima Lahmar, Luca Piras et al.
4572.2ESG rating disagreement: Implications and aggregation approachesInternational Review of Economics & Finance2024-08-22Emawtee Bissoondoyal‐Bheenick, Scott Edward Bennett, Rob Lehnherr et al.
5563.9AI-driven sustainable finance: computational tools, ESG metrics, and global implementationFuture Business Journal2025-08-25Abdelghafar M. Elhady, Samaa Mohammed Shohieb

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 Sustainalytics most often with MSCI ESG / KLD (22), Refinitiv ESG (ASSET4) (20) and Morningstar (17); it has 34 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat. The whole network →

What papers use Sustainalytics together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
MSCI ESG / KLDDataset22101.4
Refinitiv ESG (ASSET4)Dataset2057.1
MorningstarDataset1768.5
S&P 500Dataset174.3
CompustatDataset1211.0
Refinitiv Eikon / LSEG WorkspaceDataset1218.2
CRSPDataset1114.9
Kenneth French Data LibraryDataset1034.9
Bloomberg ESGDataset968.3
FactSetDataset966.5
Marketization index (Fan Gang)Dataset97.7
Euro Stoxx / DAXDataset811.0
Cite this page

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

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

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