---
title: "Worldscope: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 69 archived papers mentioned Worldscope in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Feb 2024 (5)."
url: https://scholar4ai.com/datasets/worldscope
markdown_url: https://scholar4ai.com/datasets/worldscope.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 69 archived papers mentioned Worldscope in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Feb 2024 (5). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Worldscope

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/7.md)

Balance sheets, income statements and other accounting data of listed and private companies.

- data category: Company financial statements
- 0 papers in the last 7 days
- Names searched for: Worldscope

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Company financial statements datasets: https://scholar4ai.com/datasets/company-financial-statements.md



## Key findings

- From Nov 2023 to Oct 2026, 69 archived papers mentioned Worldscope in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Feb 2024 (5).
- No paper of the tracked journals mentioned Worldscope in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), Worldscope was mentioned in 73 papers in the tracked journals, most of them in finance (32), accounting (17) and management (12).
- 15 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Australian National University (4), Florida Atlantic University (4) and University of Birmingham (4).
- The journals publishing most of them were The British Accounting Review (6), International Review of Financial Analysis (6) and Review of Accounting Studies (5).
- The most-cited of them is “Firm biodiversity risk, climate vulnerabilities, and bankruptcy risk” (Journal of International Financial Markets Institutions and Money, 2024), with 89 citations.
- Papers use Worldscope most often with Refinitiv Datastream (33), Refinitiv ESG (ASSET4) (17) and Compustat (16); it has 28 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)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 37 | 20 | 12 | 69 |

## 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 | 0 | 0 | 3 | 18 | 5 | 6 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 9 | 5 | 0 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8 | 1 | 2 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 4 | 3 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| All categories | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 38 | 15 | 12 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 6 |
| 2 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 6 |
| 3 | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 5 |
| 4 | [Journal of Banking & Finance](https://scholar4ai.com/journals/journal-of-banking-finance.md) | 4 |
| 5 | [Review of Quantitative Finance and Accounting](https://scholar4ai.com/journals/review-of-quantitative-finance-and-accounting.md) | 4 |
| 6 | [Journal of International Accounting Auditing and Taxation](https://scholar4ai.com/journals/journal-of-international-accounting-auditing-and-taxation.md) | 4 |
| 7 | [Journal of Financial Stability](https://scholar4ai.com/journals/journal-of-financial-stability.md) | 4 |
| 8 | [Journal of International Business Studies](https://scholar4ai.com/journals/journal-of-international-business-studies.md) | 3 |
| 9 | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 3 |
| 10 | [Journal of International Financial Markets Institutions and Money](https://scholar4ai.com/journals/journal-of-international-financial-markets-institutions-and-money.md) | 3 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Australian National University](https://scholar4ai.com/institutions/australian-national-university.md) | 4 |
| 2 | Florida Atlantic University | 4 |
| 3 | [University of Birmingham](https://scholar4ai.com/institutions/university-of-birmingham.md) | 4 |
| 4 | [Zhejiang University](https://scholar4ai.com/institutions/zhejiang-university.md) | 4 |
| 5 | Azerbaijan State University of Economics | 3 |
| 6 | Coventry University | 3 |
| 7 | Edinburgh Napier University | 3 |
| 8 | [KU Leuven](https://scholar4ai.com/institutions/ku-leuven.md) | 3 |
| 9 | Swiss Finance Institute | 3 |
| 10 | Universidad de Valladolid | 3 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United Kingdom | 35 |
| 2 | United States | 12 |
| 3 | Australia | 10 |
| 4 | Germany | 10 |
| 5 | China | 9 |
| 6 | France | 8 |
| 7 | Italy | 7 |
| 8 | Spain | 6 |
| 9 | Switzerland | 4 |
| 10 | Netherlands | 4 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 11 |
| 2 | investor protection | 6 |
| 3 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 5 |
| 4 | mergers and acquisitions | 5 |
| 5 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 4 |
| 6 | [corporate social responsibility](https://scholar4ai.com/keywords/corporate-social-responsibility.md) | 4 |
| 7 | [firm size](https://scholar4ai.com/keywords/firm-size.md) | 4 |
| 8 | [firm value](https://scholar4ai.com/keywords/firm-value.md) | 4 |
| 9 | product market competition | 4 |
| 10 | stock price crash risk | 4 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 89 | 3.7 | [Firm biodiversity risk, climate vulnerabilities, and bankruptcy risk](https://doi.org/10.1016/j.intfin.2024.102075) | [Journal of International Financial Markets Institutions and Money](https://scholar4ai.com/journals/journal-of-international-financial-markets-institutions-and-money.md) | 2024-11-04 | Gbenga Adamolekun |
| 2 | 88 | 2.6 | [Corporate ESG investments and Firm's value under the real-option framework: Evidence from two world-leading economies](https://doi.org/10.1016/j.bir.2024.01.002) | [Borsa Istanbul Review](https://scholar4ai.com/journals/borsa-istanbul-review.md) | 2024-01-05 | Tanveer Bagh, Fuwei Jiang, Muhammad Asif Khan |
| 3 | 68 | 2.4 | [Board gender diversity reform and corporate carbon emissions](https://doi.org/10.1016/j.jcorpfin.2024.102616) | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 2024-06-11 | Raúl Barroso, Tinghua Duan, Siyue Guo et al. |
| 4 | 41 | 1.5 | [Climate governance and carbon risk in the global energy sector: Insights into corporate environmental initiatives](https://doi.org/10.1016/j.eneco.2024.107782) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2024-07-26 | Minh‐Lý Liêu, Thuy Dao, Tam Nguyen et al. |
| 5 | 39 | 1.2 | [Director networks and firm value](https://doi.org/10.1016/j.jcorpfin.2024.102545) | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 2024-01-23 | Tor‐Erik Bakke, Jeffrey R. Black, Hamed Mahmudi et al. |

## Used together with

Papers use Worldscope most often with Refinitiv Datastream (33), Refinitiv ESG (ASSET4) (17) and Compustat (16); it has 28 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.

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

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [Refinitiv Datastream](https://scholar4ai.com/datasets/refinitiv-datastream.md) | Dataset | 33 | 57.8 |
| [Refinitiv ESG (ASSET4)](https://scholar4ai.com/datasets/refinitiv-esg-asset4.md) | Dataset | 17 | 55.1 |
| [Compustat](https://scholar4ai.com/datasets/compustat.md) | Dataset | 16 | 16.6 |
| [Refinitiv Eikon / LSEG Workspace](https://scholar4ai.com/datasets/refinitiv-eikon-lseg-workspace.md) | Dataset | 15 | 25.9 |
| [Marketization index (Fan Gang)](https://scholar4ai.com/datasets/marketization-index-fan-gang.md) | Dataset | 13 | 12.7 |
| [I/B/E/S](https://scholar4ai.com/datasets/i-b-e-s.md) | Dataset | 11 | 28.6 |
| [BoardEx](https://scholar4ai.com/datasets/boardex.md) | Dataset | 10 | 55.1 |
| [CRSP](https://scholar4ai.com/datasets/crsp.md) | Dataset | 9 | 13.8 |
| [S&P 500](https://scholar4ai.com/datasets/s-p-500.md) | Dataset | 9 | 2.6 |
| [FTSE indices](https://scholar4ai.com/datasets/ftse-indices.md) | Dataset | 8 | 18.3 |
| [World Development Indicators (World Bank)](https://scholar4ai.com/datasets/world-development-indicators-world-bank.md) | Dataset | 8 | 5.6 |
| [Worldwide Governance Indicators](https://scholar4ai.com/datasets/worldwide-governance-indicators.md) | Dataset | 8 | 11.7 |

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

## Cite this page

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

```bibtex
@misc{scholar4ai-datasets-worldscope,
  author = {{Scholar4AI}},
  title = {Worldscope},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/worldscope}},
  urldate = {2026-11-05},
  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/).