---
title: "Stock market research: papers, trends and top journals"
description: "From 2017 to 2026 (so far), the keyword “stock market” appeared in 919 papers in the tracked journals, most of them in finance (539), economics (280) and AI (46)."
url: https://scholar4ai.com/keywords/stock-market
markdown_url: https://scholar4ai.com/keywords/stock-market.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From 2017 to 2026 (so far), the keyword “stock market” appeared in 919 papers in the tracked journals, most of them in finance (539), economics (280) and AI (46). (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)
---

# Papers on “stock market”

Research on “stock market” in the 480 tracked journals: papers per year and category, the journals, institutions and countries publishing it, the keywords studied with it and its most-cited papers. It is not among the most frequent keywords of the last 30 days, so this page has no list of its latest papers.

Back to the ranking: https://scholar4ai.com/rankings/keywords.md

## Key findings

- From 2017 to 2026 (so far), the keyword “stock market” appeared in 919 papers in the tracked journals, most of them in finance (539), economics (280) and AI (46).
- 99 of them were published in 2025, against 80 in 2017.
- Since 2023, the institutions with the most of these papers were Lebanese American University (14), Sultan Qaboos University (12) and Hunan University (11).
- The journals publishing most of them were Finance research letters (45), International Review of Economics & Finance (33) and International Review of Financial Analysis (24).
- The most-cited of them is “Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions” (Finance research letters, 2017), with 817 citations.

## 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) | 50 | 34 | 32 | 47 | 60 | 60 | 75 | 78 | 65 | 38 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 26 | 19 | 25 | 26 | 43 | 35 | 34 | 38 | 23 | 11 |
| [AI](https://scholar4ai.com/categories/ai.md) | 1 | 4 | 1 | 3 | 8 | 5 | 10 | 4 | 3 | 7 |
| [Management](https://scholar4ai.com/categories/management.md) | 1 | 0 | 1 | 4 | 4 | 3 | 1 | 3 | 1 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 2 | 2 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 2 | 1 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 80 | 59 | 61 | 83 | 119 | 107 | 125 | 127 | 99 | 59 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 45 |
| 2 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 33 |
| 3 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 24 |
| 4 | [The North American Journal of Economics and Finance](https://scholar4ai.com/journals/the-north-american-journal-of-economics-and-finance.md) | 21 |
| 5 | [Research in International Business and Finance](https://scholar4ai.com/journals/research-in-international-business-and-finance.md) | 20 |
| 6 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 19 |
| 7 | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 16 |
| 8 | [Resources Policy](https://scholar4ai.com/journals/resources-policy.md) | 14 |
| 9 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 13 |
| 10 | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | 10 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Lebanese American University](https://scholar4ai.com/institutions/lebanese-american-university.md) | 14 |
| 2 | Sultan Qaboos University | 12 |
| 3 | [Hunan University](https://scholar4ai.com/institutions/hunan-university.md) | 11 |
| 4 | Tunis El Manar University | 10 |
| 5 | [Huazhong University of Science and Technology](https://scholar4ai.com/institutions/huazhong-university-of-science-and-technology.md) | 7 |
| 6 | [Nankai University](https://scholar4ai.com/institutions/nankai-university.md) | 7 |
| 7 | [Zhejiang Gongshang University](https://scholar4ai.com/institutions/zhejiang-gongshang-university.md) | 7 |
| 8 | Pusan National University | 6 |
| 9 | [Southwestern University of Finance and Economics](https://scholar4ai.com/institutions/southwestern-university-of-finance-and-economics.md) | 6 |
| 10 | United Arab Emirates University | 6 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 167 |
| 2 | United States | 50 |
| 3 | United Kingdom | 44 |
| 4 | India | 28 |
| 5 | Italy | 25 |
| 6 | France | 22 |
| 7 | Australia | 20 |
| 8 | Turkey | 19 |
| 9 | Tunisia | 18 |
| 10 | Spain | 14 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 81 |
| 2 | foreign exchange market | 53 |
| 3 | [volatility spillovers](https://scholar4ai.com/keywords/volatility-spillovers.md) | 52 |
| 4 | bond market | 42 |
| 5 | [Russian invasion of Ukraine](https://scholar4ai.com/keywords/russian-invasion-of-ukraine.md) | 41 |
| 6 | commodity markets | 40 |
| 7 | risk spillovers | 34 |
| 8 | [China](https://scholar4ai.com/keywords/china.md) | 29 |
| 9 | gold | 26 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 817 | 7.0 | [Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions](https://doi.org/10.1016/j.frl.2017.02.009) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 2017-02-07 | Elie I. Bouri, Rangan Gupta, Aviral Kumar Tiwari et al. |
| 2 | 772 | 7.6 | [Green bond and financial markets: Co-movement, diversification and price spillover effects](https://doi.org/10.1016/j.eneco.2018.05.030) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2018-05-29 | Juan C. Reboredo |
| 3 | 633 | 6.1 | [Portfolio diversification with virtual currency: Evidence from bitcoin](https://doi.org/10.1016/j.irfa.2018.03.004) | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 2018-03-25 | Khaled Guesmi, Samir Saadi, Ilyes Abid et al. |
| 4 | 631 | 8.1 | [Infected Markets: Novel Coronavirus, Government Interventions, and Stock Return Volatility around the Globe](https://doi.org/10.1016/j.frl.2020.101597) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 2020-05-21 | Adam Zaremba, Renatas Kizys, David Y. Aharon et al. |
| 5 | 603 | 7.8 | [Are cryptocurrencies a safe haven for equity markets? An international perspective from the COVID-19 pandemic](https://doi.org/10.1016/j.ribaf.2020.101248) | [Research in International Business and Finance](https://scholar4ai.com/journals/research-in-international-business-and-finance.md) | 2020-06-04 | Thomas Conlon, Shaen Corbet, Richard J. McGee |

## Cite this page

Scholar4AI. (2026). Papers on “stock market”. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/keywords/stock-market

```bibtex
@misc{scholar4ai-keywords-stock-market,
  author = {{Scholar4AI}},
  title = {Papers on “stock market”},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/keywords/stock-market}},
  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/).