---
title: "CRSP: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 411 archived papers mentioned CRSP in their title, abstract, keywords or full text, most of them in Mar 2026 (19)."
url: https://scholar4ai.com/datasets/crsp
markdown_url: https://scholar4ai.com/datasets/crsp.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 411 archived papers mentioned CRSP in their title, abstract, keywords or full text, most of them in Mar 2026 (19). (as of 2026-11-04)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-04T18:03:26+09:00
window: 2026-10-06 to 2026-11-04
source: OpenAlex (CC0)
---

# CRSP

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/2.md)

Prices, returns, trading volume, quotes and shares outstanding of US-listed stocks.

- data category: US stock market data
- 0 papers in the last 7 days
- Names searched for: CRSP, Center for Research in Security Prices

Most-used data: https://scholar4ai.com/rankings/datasets.md · All US stock market data datasets: https://scholar4ai.com/datasets/us-stock-market-data.md



## Key findings

- From Nov 2023 to Oct 2026, 411 archived papers mentioned CRSP in their title, abstract, keywords or full text, most of them in Mar 2026 (19).
- CRSP was mentioned in 9 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #36 of the 255 datasets mentioned.
- By journal category: Finance (7), Operations Research (1) and Economics (1).
- Most of them appeared in Journal of Financial Economics (2), International Review of Economics & Finance (2) and Journal of Economics and Finance (1).
- From 2017 to 2026 (so far), CRSP was mentioned in 426 papers in the tracked journals, most of them in finance (234), accounting (86) and economics (45).
- 125 of them were published in 2025, against 1 in 2017.
- Since 2023, the institutions with the most of these papers were Monash University (18), Durham University (14) and University of Leeds (13).
- The journals publishing most of them were Review of Accounting Studies (56), Review of Quantitative Finance and Accounting (34) and Journal of Corporate Finance (26).
- The most-cited of them is “Green innovation and firms’ financial and environmental performance: The roles of pollution prevention versus control” (Journal of Accounting and Economics, 2024), with 190 citations.
- Papers use CRSP most often with Compustat (273), S&P 500 (124) and I/B/E/S (102); it has 105 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, keywords and full texts)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 134 | 132 | 145 | 411 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 1 | 1 | 18 | 80 | 66 | 68 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 19 | 29 | 31 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 13 | 18 | 10 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 10 | 6 | 10 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 2 | 6 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 2 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| All categories | 1 | 0 | 0 | 0 | 1 | 1 | 30 | 139 | 125 | 129 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 56 |
| 2 | [Review of Quantitative Finance and Accounting](https://scholar4ai.com/journals/review-of-quantitative-finance-and-accounting.md) | 34 |
| 3 | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 26 |
| 4 | [Journal of Banking & Finance](https://scholar4ai.com/journals/journal-of-banking-finance.md) | 22 |
| 5 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 18 |
| 6 | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 17 |
| 7 | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 16 |
| 8 | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | 10 |
| 9 | [Journal of Empirical Finance](https://scholar4ai.com/journals/journal-of-empirical-finance.md) | 10 |
| 10 | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 9 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Monash University](https://scholar4ai.com/institutions/monash-university.md) | 18 |
| 2 | [Durham University](https://scholar4ai.com/institutions/durham-university.md) | 14 |
| 3 | [University of Leeds](https://scholar4ai.com/institutions/university-of-leeds.md) | 13 |
| 4 | [University of Birmingham](https://scholar4ai.com/institutions/university-of-birmingham.md) | 12 |
| 5 | [University of Manchester](https://scholar4ai.com/institutions/university-of-manchester.md) | 11 |
| 6 | [University of Nottingham](https://scholar4ai.com/institutions/university-of-nottingham.md) | 10 |
| 7 | [Rutgers, The State University of New Jersey](https://scholar4ai.com/institutions/rutgers-the-state-university-of-new-jersey.md) | 9 |
| 8 | [University of Southern California](https://scholar4ai.com/institutions/university-of-southern-california.md) | 9 |
| 9 | [University of Warwick](https://scholar4ai.com/institutions/university-of-warwick.md) | 9 |
| 10 | [Singapore Management University](https://scholar4ai.com/institutions/singapore-management-university.md) | 8 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United States | 161 |
| 2 | United Kingdom | 152 |
| 3 | Australia | 55 |
| 4 | China | 47 |
| 5 | Germany | 33 |
| 6 | France | 30 |
| 7 | Hong Kong | 21 |
| 8 | Italy | 19 |
| 9 | Canada | 16 |
| 10 | Singapore | 15 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 49 |
| 2 | [stock returns](https://scholar4ai.com/keywords/stock-returns.md) | 30 |
| 3 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 26 |
| 4 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 19 |
| 5 | asset pricing | 18 |
| 6 | mergers and acquisitions | 18 |
| 7 | [abnormal returns](https://scholar4ai.com/keywords/abnormal-returns.md) | 16 |
| 8 | executive compensation | 15 |
| 9 | [institutional investors](https://scholar4ai.com/keywords/institutional-investors.md) | 14 |
| 10 | [corporate social responsibility](https://scholar4ai.com/keywords/corporate-social-responsibility.md) | 13 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 190 | 6.6 | [Green innovation and firms’ financial and environmental performance: The roles of pollution prevention versus control](https://doi.org/10.1016/j.jacceco.2024.101706) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2024-06-13 | Qiang Cheng, An-Ping Lin, Mengjie Yang |
| 2 | 120 | 3.5 | [Climate change exposure and cost of equity](https://doi.org/10.1016/j.eneco.2023.107288) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2024-01-04 | Oğuzhan Çepni, Ahmet Şensoy, Muhammed Hasan Yılmaz |
| 3 | 115 | 3.2 | [Machine learning and fund characteristics help to select mutual funds with positive alpha](https://doi.org/10.1016/j.jfineco.2023.103737) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2023-10-26 | Victor DeMiguel, Javier Gil‐Bazo, Francisco J. Nogales et al. |
| 4 | 115 | 3.6 | [Sentiment trading with large language models](https://doi.org/10.1016/j.frl.2024.105227) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 2024-03-15 | Kemal Kirtac, Guido Germano |
| 5 | 88 | 2.4 | [Climate policy uncertainty and green innovation](https://doi.org/10.1016/j.econlet.2023.111423) | [Economics Letters](https://scholar4ai.com/journals/economics-letters.md) | 2023-10-29 | Wendi Huang |

## Used together with

Papers use CRSP most often with Compustat (273), S&P 500 (124) and I/B/E/S (102); it has 105 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.

*What papers use CRSP together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [Compustat](https://scholar4ai.com/datasets/compustat.md) | Dataset | 273 | 48.7 |
| [S&P 500](https://scholar4ai.com/datasets/s-p-500.md) | Dataset | 124 | 6.1 |
| [I/B/E/S](https://scholar4ai.com/datasets/i-b-e-s.md) | Dataset | 102 | 45.5 |
| [Marketization index (Fan Gang)](https://scholar4ai.com/datasets/marketization-index-fan-gang.md) | Dataset | 62 | 10.4 |
| [ExecuComp](https://scholar4ai.com/datasets/execucomp.md) | Dataset | 59 | 77.0 |
| [Kenneth French Data Library](https://scholar4ai.com/datasets/kenneth-french-data-library.md) | Dataset | 58 | 39.5 |
| [WRDS](https://scholar4ai.com/datasets/wrds.md) | Dataset | 55 | 49.0 |
| [10-K filings](https://scholar4ai.com/datasets/10-k-filings.md) | Dataset | 54 | 21.4 |
| [Thomson Reuters 13F holdings](https://scholar4ai.com/datasets/thomson-reuters-13f-holdings.md) | Dataset | 54 | 55.6 |
| [Earnings call transcripts](https://scholar4ai.com/datasets/earnings-call-transcripts.md) | Dataset | 48 | 19.9 |
| [Economic Policy Uncertainty index](https://scholar4ai.com/datasets/economic-policy-uncertainty-index.md) | Dataset | 46 | 2.2 |
| [Loughran-McDonald dictionary](https://scholar4ai.com/datasets/loughran-mcdonald-dictionary.md) | Dataset | 46 | 26.2 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning CRSP in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-26 | [The effect of urban density on stock returns: evidence from satellite imagery and firms in the United States](https://doi.org/10.1007/s12197-026-09789-3) | [Journal of Economics and Finance](https://scholar4ai.com/journals/journal-of-economics-and-finance.md) | Mahsa Memarian, Carles Vergara‐Alert, Sara Benetti | Universitat Autònoma de Barcelona; IESE Business School; ESE Business School; … |
| 2026-10-23 | [From pixels to profits: trading arbitrage portfolios based on image representations](https://doi.org/10.1007/s11408-026-00507-x) | [Financial markets and portfolio management](https://scholar4ai.com/journals/financial-markets-and-portfolio-management.md) | Niklas Paluszkiewicz | Universität Ulm |
| 2026-10-22 | [Do long-term yields help to estimate short-term risk premia?](https://doi.org/10.1016/j.jfineco.2026.104386) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | Andrea Berardi, Roger Brown, Stephen M. Schaefer | Ca' Foscari University of Venice; London Business School |
| 2026-10-22 | [Cut the chit-chat: a new framework for the application of generative language models for portfolio construction](https://doi.org/10.1007/s10479-026-07418-0) | [Annals of Operations Research](https://scholar4ai.com/journals/annals-of-operations-research.md) | Francesco A. Fabozzi, Ionuţ Florescu | Stevens Institute of Technology |
| 2026-10-13 | [Can central bankers' talk predict bank stock returns? A machine learning approach](https://doi.org/10.1016/j.irfa.2026.105465) | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | Apostolos G. Katsafados, George N. Leledakis, Nikolaos P. Panagiotou et al. | Athens University of Economics and Business; University College Dublin |
| 2026-10-09 | [Product market competition and target difficulty: The role of innovation](https://doi.org/10.1016/j.iref.2026.105958) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Seul Gi Oh |  |
| 2026-10-07 | [Redefining fuel poverty: Introducing the temporal equity framework (TEF)](https://doi.org/10.1016/j.enpol.2026.115630) | [Energy Policy](https://scholar4ai.com/journals/energy-policy.md) | Torran Semple, J. Harvey, Grazziela Patrocinio Figueredo et al. | University of Oxford; University of Nottingham; Queen's Medical Centre |
| 2026-10-06 | [Chronologically consistent large language models](https://doi.org/10.1016/j.jfineco.2026.104374) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | Songrun He, Linying Lv, Asaf Manela et al. | Chinese University of Hong Kong; Washington University in St. Louis; University of Iowa |
| 2026-10-06 | [Sentiment interactions in financial markets: Conditional volatility, feedback, and shock propagation](https://doi.org/10.1016/j.iref.2026.105946) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Md Tanvir Hasan | University of Dhaka; University of Glasgow |

## Cite this page

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

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

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).