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

Russell 1000 / 2000 / 3000

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data category: Stock market indices · 0 papers in the last 7 days

← Most-used data · All Stock market indices datasets

Benchmark equity indices used as market returns, samples or index-membership designs.

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Names searched for: Russell 1000, Russell 2000, Russell 3000

Key findings#

  • From Nov 2023 to Oct 2026, 94 archived papers mentioned Russell 1000 / 2000 / 3000 in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Mar 2024 (8).
  • No paper of the tracked journals mentioned Russell 1000 / 2000 / 3000 in the last 30 days (2026-10-07 to 2026-11-05).
  • From 2017 to 2026 (so far), Russell 1000 / 2000 / 3000 was mentioned in 104 papers in the tracked journals, most of them in finance (52), AI (14) and accounting (10).
  • 28 of them were published in 2025, against 0 in 2017.
  • Since 2023, the institutions with the most of these papers were Monash University (3), Technische Universität Darmstadt (3) and University of Essex (3).
  • The journals publishing most of them were Review of Accounting Studies (7), Journal of Asset Management (7) and Financial Innovation (7).
  • The most-cited of them is “CNNpred: CNN-based stock market prediction using a diverse set of variables” (Expert Systems with Applications, 2019), with 643 citations.
  • Papers use Russell 1000 / 2000 / 3000 most often with S&P 500 (71), Compustat (22) and CRSP (21); it has 39 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
33293294

Papers per year#

2017: 0 papers2018: 0 papers2019: 1 paper2020: 2 papers2021: 3 papers2022: 0 papers2023: 7 papers2024: 37 papers2025: 28 papers2026 (so far): 26 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Finance000010422169
AI0011001533
Accounting0000100135
Management0000000523
Operations Research0001001105
Economics0000101330
Marketing0000000011
All categories0012307372826

Where the papers come from#

Institutions with the most papers, since 2023
#InstitutionPapers
1Monash University3
2Technische Universität Darmstadt3
3University of Essex3
4Athens University of Economics and Business2
5Ben-Gurion University of the Negev2
6BlackRock (United States)2
7Bocconi University2
8Concordia University2
9Newcastle University2
10SKEMA Business School2
Countries with the most papers, since 2023
#CountryPapers
1United States23
2United Kingdom20
3Australia10
4Germany10
5Spain8
6Italy7
7China6
8France6
9Hong Kong5
10South Korea5
Keywords with the most papers, since 2023
#KeywordPapers
1corporate governance11
2S&P 5006
3stock returns6
4asset allocation5
5Russell 20004
6US stock market4
7institutional investors4
8portfolio optimization4
9risk-return tradeoff4
10ESG disclosure3

Most-cited papers#

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 Russell 1000 / 2000 / 3000 most often with S&P 500 (71), Compustat (22) and CRSP (21); it has 39 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat. The whole network →

What papers use Russell 1000 / 2000 / 3000 together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
S&P 500Dataset7114.3
CompustatDataset2216.1
CRSPDataset2122.7
Marketization index (Fan Gang)Dataset1812.4
VIXDataset178.1
Dow Jones Industrial AverageDataset1319.1
MorningstarDataset1135.4
MSCI indicesDataset1128.0
MSCI ESG / KLDDataset1036.8
Euro Stoxx / DAXDataset99.9
I/B/E/SDataset916.4
WRDSDataset932.9
Cite this page

Scholar4AI. (2026). Russell 1000 / 2000 / 3000. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/russell-1000-2000-3000

@misc{scholar4ai-datasets-russell-1000-2000-3000,
  author = {{Scholar4AI}},
  title = {Russell 1000 / 2000 / 3000},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/russell-1000-2000-3000}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).