---
title: "CSMAR: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 426 archived papers mentioned CSMAR in their title, abstract, keywords or full text, most of them in Sep 2026 (51)."
url: https://scholar4ai.com/datasets/csmar
markdown_url: https://scholar4ai.com/datasets/csmar.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 426 archived papers mentioned CSMAR in their title, abstract, keywords or full text, most of them in Sep 2026 (51). (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)
---

# CSMAR

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

Financial statements, trading, ownership and governance data of Chinese listed companies.

- data category: China financial and firm databases
- 0 papers in the last 7 days
- Names searched for: CSMAR, China Stock Market and Accounting Research

Most-used data: https://scholar4ai.com/rankings/datasets.md · All China financial and firm databases datasets: https://scholar4ai.com/datasets/china-financial-and-firm-databases.md



## Key findings

- From Nov 2023 to Oct 2026, 426 archived papers mentioned CSMAR in their title, abstract, keywords or full text, most of them in Sep 2026 (51).
- CSMAR was mentioned in 13 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #13 of the 255 datasets mentioned.
- By journal category: Finance (10), Management (2) and Economics (1).
- Most of them appeared in International Review of Economics & Finance (10), International Business Review (1) and Journal of International Management (1).
- From 2017 to 2026 (so far), CSMAR was mentioned in 438 papers in the tracked journals, most of them in finance (253), management (101) and economics (36).
- 97 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Capital University of Economics and Business (16), Xiamen University (15) and Central University of Finance and Economics (14).
- The journals publishing most of them were International Review of Economics & Finance (119), Financial Innovation (31) and International Review of Financial Analysis (23).
- The most-cited of them is “AI adoption rate and corporate green innovation efficiency: Evidence from Chinese energy companies” (Energy Economics, 2024), with 206 citations.
- Papers use CSMAR most often with CNRDS (120), Economic Policy Uncertainty index (74) and Wind (70); it has 73 partners in the code and data network, in the group around CSMAR, CNRDS, National Bureau of….

## 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 |
|---|---:|---:|---:|---:|
|  | 104 | 95 | 227 | 426 |

## 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 | 11 | 47 | 45 | 150 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 37 | 29 | 32 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 8 | 7 | 18 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 7 | 6 | 6 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 2 | 2 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 0 | 0 | 0 | 1 | 0 | 0 | 24 | 102 | 97 | 214 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 119 |
| 2 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 31 |
| 3 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 23 |
| 4 | [Borsa Istanbul Review](https://scholar4ai.com/journals/borsa-istanbul-review.md) | 21 |
| 5 | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 20 |
| 6 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 15 |
| 7 | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | 13 |
| 8 | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | 12 |
| 9 | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 9 |
| 10 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 8 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Capital University of Economics and Business](https://scholar4ai.com/institutions/capital-university-of-economics-and-business.md) | 16 |
| 2 | [Xiamen University](https://scholar4ai.com/institutions/xiamen-university.md) | 15 |
| 3 | [Central University of Finance and Economics](https://scholar4ai.com/institutions/central-university-of-finance-and-economics.md) | 14 |
| 4 | [Durham University](https://scholar4ai.com/institutions/durham-university.md) | 14 |
| 5 | [University of Nottingham](https://scholar4ai.com/institutions/university-of-nottingham.md) | 14 |
| 6 | [Shanghai University of Finance and Economics](https://scholar4ai.com/institutions/shanghai-university-of-finance-and-economics.md) | 12 |
| 7 | [Monash University](https://scholar4ai.com/institutions/monash-university.md) | 10 |
| 8 | [Shandong University](https://scholar4ai.com/institutions/shandong-university.md) | 10 |
| 9 | [Sun Yat-sen University](https://scholar4ai.com/institutions/sun-yat-sen-university.md) | 10 |
| 10 | Edinburgh Napier University | 9 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 363 |
| 2 | United Kingdom | 146 |
| 3 | Australia | 39 |
| 4 | Hong Kong | 22 |
| 5 | United States | 19 |
| 6 | Macao | 15 |
| 7 | New Zealand | 14 |
| 8 | France | 10 |
| 9 | Canada | 9 |
| 10 | South Korea | 9 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [Chinese listed companies](https://scholar4ai.com/keywords/chinese-listed-companies.md) | 126 |
| 2 | [state-owned enterprises](https://scholar4ai.com/keywords/state-owned-enterprises.md) | 78 |
| 3 | [China](https://scholar4ai.com/keywords/china.md) | 67 |
| 4 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 59 |
| 5 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 55 |
| 6 | [environmental regulation](https://scholar4ai.com/keywords/environmental-regulation.md) | 28 |
| 7 | [green innovation](https://scholar4ai.com/keywords/green-innovation.md) | 28 |
| 8 | [Chinese enterprises](https://scholar4ai.com/keywords/chinese-enterprises.md) | 27 |
| 9 | [ESG performance](https://scholar4ai.com/keywords/esg-performance.md) | 27 |
| 10 | [digital transformation](https://scholar4ai.com/keywords/digital-transformation.md) | 27 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 206 | 6.5 | [AI adoption rate and corporate green innovation efficiency: Evidence from Chinese energy companies](https://doi.org/10.1016/j.eneco.2024.107499) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2024-03-20 | Zongrun Wang, Taiyu Zhang, Xiaohang Ren et al. |
| 2 | 189 | 5.7 | [How does environmental regulation promote green technology innovation? Evidence from China's total emission control policy](https://doi.org/10.1016/j.ecolecon.2024.108137) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2024-02-06 | Zheming Yan, Yu Ying, Kerui Du et al. |
| 3 | 152 | 5.3 | [ESG performance and corporate technology innovation: Evidence from China](https://doi.org/10.1016/j.techfore.2024.123520) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2024-06-20 | Xiangyang Yang, Zijun Li, Zhaoxuan Qiu et al. |
| 4 | 111 | 5.1 | [A systematic review of AI-enhanced techniques in credit card fraud detection](https://doi.org/10.1186/s40537-024-01048-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-01-14 | Ibrahim Y. Hafez, Ahmed Y. Hafez, Ahmed Saleh et al. |
| 5 | 93 | 2.5 | [The impact of intelligent manufacturing on labor productivity: An empirical analysis of Chinese listed manufacturing companies](https://doi.org/10.1016/j.ijpe.2023.109070) | [International Journal of Production Economics](https://scholar4ai.com/journals/international-journal-of-production-economics.md) | 2023-10-16 | Minghao Zhu, Chen Liang, Andy C.L. Yeung et al. |

## Used together with

Papers use CSMAR most often with CNRDS (120), Economic Policy Uncertainty index (74) and Wind (70); it has 73 partners in the code and data network, in the group around CSMAR, CNRDS, National Bureau of….

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

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [CNRDS](https://scholar4ai.com/datasets/cnrds.md) | Dataset | 120 | 91.0 |
| [Economic Policy Uncertainty index](https://scholar4ai.com/datasets/economic-policy-uncertainty-index.md) | Dataset | 74 | 3.4 |
| [Wind](https://scholar4ai.com/datasets/wind.md) | Dataset | 70 | 46.9 |
| [Marketization index (Fan Gang)](https://scholar4ai.com/datasets/marketization-index-fan-gang.md) | Dataset | 64 | 10.4 |
| [Huazheng / Sino-Securities ESG](https://scholar4ai.com/datasets/huazheng-sino-securities-esg.md) | Dataset | 48 | 92.0 |
| [China patent office (CNIPA / SIPO)](https://scholar4ai.com/datasets/china-patent-office-cnipa-sipo.md) | Dataset | 39 | 35.8 |
| [Bloomberg ESG](https://scholar4ai.com/datasets/bloomberg-esg.md) | Dataset | 33 | 47.4 |
| [Climate Policy Uncertainty index](https://scholar4ai.com/datasets/climate-policy-uncertainty-index.md) | Dataset | 27 | 5.3 |
| [China Statistical Yearbook](https://scholar4ai.com/datasets/china-statistical-yearbook.md) | Dataset | 26 | 19.2 |
| [Hexun CSR ratings](https://scholar4ai.com/datasets/hexun-csr-ratings.md) | Dataset | 26 | 101.4 |
| [National Bureau of Statistics of China](https://scholar4ai.com/datasets/national-bureau-of-statistics-of-china.md) | Dataset | 26 | 17.3 |
| [Baidu Index](https://scholar4ai.com/datasets/baidu-index.md) | Dataset | 23 | 21.3 |

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

## Papers

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

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-28 | [Impact of US Entity List sanctions on Chinese firms’ export resilience: Evidence from intermediate import shocks](https://doi.org/10.1016/j.iref.2026.106015) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Lina Qu, Lirong Yan, Jieru Chen et al. | Shandong Normal University; Liaoning University |
| 2026-10-27 | [Pledging patents for ESG: Evidence from China's listed companies](https://doi.org/10.1016/j.iref.2026.105987) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Ruoyu Zhu, Qipo Wang, Xiaohui Xin | Tsinghua University; Shandong University of Finance and Economics; Beijing Jiaotong University |
| 2026-10-23 | [Managerial slack, information environment and stock price crash risk: Evidence from China](https://doi.org/10.1016/j.iref.2026.106011) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Chuyue Wu, Yuyang Ling, Yikai Han | Central University of Finance and Economics |
| 2026-10-21 | [The impact of carbon emissions trading on the cleanliness of corporate export products: Evidence from a quasi-natural experiment based on the carbon emissions trading pilot](https://doi.org/10.1016/j.iref.2026.105997) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Xiaohng Chen, Jing Yang, Huaqing Zuoma et al. | Xinjiang Normal University; Xinjiang University; China University of Petroleum, East China |
| 2026-10-21 | [Unlocking the “green dilemma”: How can turning data into assets break companies free from “carbon lock-in"?](https://doi.org/10.1016/j.iref.2026.105995) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Yuxiao Cao, Yujue Wang, Lin Li | Zhejiang Guangsha Vocational and Technical University of Construction; Hunan University |
| 2026-10-19 | [A reciprocal perspective on internationalization and ESG in EMNEs: The role of digitalization](https://doi.org/10.1016/j.ibusrev.2026.102668) | [International Business Review](https://scholar4ai.com/journals/international-business-review.md) | Chao Zhang, Ioannis Petrakis, Zonghan He et al. | Northumbria University; Chongqing University; University of Birmingham; … |
| 2026-10-17 | [The transparency dividend: Effects of corporate environmental management information disclosure on green-tech FDIs in emerging-market cities](https://doi.org/10.1016/j.intman.2026.101433) | [Journal of International Management](https://scholar4ai.com/journals/journal-of-international-management.md) | Zhuoran Liu, Yameng Zhang, Honglan Yu et al. | Xi’an Jiaotong-Liverpool University; University of Sheffield |
| 2026-10-14 | [Place-based big data policies and firm productivity: A design-sensitivity reassessment of China’s National Big Data Comprehensive Pilot Zones](https://doi.org/10.1016/j.eap.2026.10.044) | [Economic Analysis and Policy](https://scholar4ai.com/journals/economic-analysis-and-policy.md) | Fanglan Xu, Yuhan Lei |  |
| 2026-10-09 | [The impact of regional economic growth pressure on CSR disclosure: Evidence from China](https://doi.org/10.1016/j.iref.2026.105959) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Huahong Yan, Mingxuan Zhu, Jing Liu et al. | Capital University of Economics and Business; Shanxi University of Finance and Economics |
| 2026-10-09 | [Executive sustainability cognition and corporate innovation: Evidence from China](https://doi.org/10.1016/j.iref.2026.105961) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Qian Cheng, Yuhao Yang, Jianyu Zhao | Renmin University of China; Macquarie University; Central University of Finance and Economics |
| 2026-10-07 | [Human capital structure and corporate green transformation: Skill upgrading or cost burden?](https://doi.org/10.1016/j.iref.2026.105926) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Zishun Zhou | Sejong University |
| 2026-10-06 | [Can the digital revolution drive green growth? —the internal mechanism of corporate digital and intelligent transformation and green total factor productivity](https://doi.org/10.1016/j.iref.2026.105955) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Siming Chen, Feichong Yue, Yaxi Qian et al. | Chinese Academy of Governance; Jilin University; Shanghai University of Political Science and Law; … |
| 2026-10-06 | [Silent partners no more: Wife's managerial involvement and corporate carbon emissions in Chinese family firms](https://doi.org/10.1016/j.iref.2026.105936) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Zhan Xu, Yetong Hao | Capital University of Economics and Business |

## Cite this page

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

```bibtex
@misc{scholar4ai-datasets-csmar,
  author = {{Scholar4AI}},
  title = {CSMAR},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/csmar}},
  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/).