---
title: "Dow Jones Industrial Average: papers using it"
description: "From Nov 2023 to Oct 2026, 228 archived papers mentioned Dow Jones Industrial Average in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (17)."
url: https://scholar4ai.com/datasets/dow-jones-industrial-average
markdown_url: https://scholar4ai.com/datasets/dow-jones-industrial-average.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 228 archived papers mentioned Dow Jones Industrial Average in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (17). (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)
---

# Dow Jones Industrial Average

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

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

- data category: Stock market indices
- 1 paper in the last 7 days
- Names searched for: Dow Jones Industrial Average, DJIA

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



## Key findings

- From Nov 2023 to Oct 2026, 228 archived papers mentioned Dow Jones Industrial Average in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (17).
- Dow Jones Industrial Average was mentioned in 1 paper in the last 30 days (2026-10-07 to 2026-11-05), ranking #165 of the 246 datasets mentioned.
- By journal category: Economics (1).
- Most of them appeared in Computational Economics (1).
- From 2017 to 2026 (so far), Dow Jones Industrial Average was mentioned in 311 papers in the tracked journals, most of them in finance (115), AI (82) and economics (53).
- 69 of them were published in 2025, against 9 in 2017.
- Since 2023, the institutions with the most of these papers were University of Southampton (6), Chinese University of Hong Kong (5) and Beihang University (4).
- The journals publishing most of them were Financial Innovation (33), Expert Systems with Applications (14) and Computational Economics (13).
- 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 Dow Jones Industrial Average most often with S&P 500 (133), Marketization index (Fan Gang) (52) and Twitter / X (39); it has 50 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 |
|---|---:|---:|---:|---:|
|  | 81 | 76 | 71 | 228 |

## 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) | 3 | 6 | 3 | 2 | 4 | 4 | 3 | 34 | 24 | 32 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 3 | 4 | 2 | 3 | 5 | 5 | 22 | 22 | 16 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 3 | 1 | 2 | 3 | 4 | 4 | 6 | 16 | 7 | 7 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 2 | 3 | 3 | 1 | 1 | 2 | 5 | 8 | 3 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 1 | 4 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 2 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 3 | 0 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 9 | 12 | 13 | 10 | 15 | 14 | 17 | 88 | 69 | 64 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 33 |
| 2 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 14 |
| 3 | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 13 |
| 4 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 10 |
| 5 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 8 |
| 6 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 7 |
| 7 | [Review of Quantitative Finance and Accounting](https://scholar4ai.com/journals/review-of-quantitative-finance-and-accounting.md) | 7 |
| 8 | [International Journal of Forecasting](https://scholar4ai.com/journals/international-journal-of-forecasting.md) | 6 |
| 9 | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 6 |
| 10 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 6 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [University of Southampton](https://scholar4ai.com/institutions/university-of-southampton.md) | 6 |
| 2 | [Chinese University of Hong Kong](https://scholar4ai.com/institutions/chinese-university-of-hong-kong.md) | 5 |
| 3 | [Beihang University](https://scholar4ai.com/institutions/beihang-university.md) | 4 |
| 4 | [Cardiff University](https://scholar4ai.com/institutions/cardiff-university.md) | 4 |
| 5 | [China University of Mining and Technology](https://scholar4ai.com/institutions/china-university-of-mining-and-technology.md) | 3 |
| 6 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 3 |
| 7 | [Fudan University](https://scholar4ai.com/institutions/fudan-university.md) | 3 |
| 8 | International University of Rabat | 3 |
| 9 | [Nanyang Technological University](https://scholar4ai.com/institutions/nanyang-technological-university.md) | 3 |
| 10 | [South China University of Technology](https://scholar4ai.com/institutions/south-china-university-of-technology.md) | 3 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 53 |
| 2 | United Kingdom | 43 |
| 3 | United States | 31 |
| 4 | Germany | 14 |
| 5 | Italy | 14 |
| 6 | Spain | 13 |
| 7 | India | 11 |
| 8 | Turkey | 11 |
| 9 | Netherlands | 10 |
| 10 | Canada | 9 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | Dow Jones Industrial Average | 48 |
| 2 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 21 |
| 3 | S&P 500 | 21 |
| 4 | [portfolio optimization](https://scholar4ai.com/keywords/portfolio-optimization.md) | 20 |
| 5 | stock price prediction | 14 |
| 6 | [Bitcoin](https://scholar4ai.com/keywords/bitcoin.md) | 13 |
| 7 | stock market volatility | 13 |
| 8 | [investor sentiment](https://scholar4ai.com/keywords/investor-sentiment.md) | 12 |
| 9 | US stock market | 10 |
| 10 | stock market | 10 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 643 | 7.0 | [CNNpred: CNN-based stock market prediction using a diverse set of variables](https://doi.org/10.1016/j.eswa.2019.03.029) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2019-03-20 | Ehsan Hoseinzade, Saman Haratizadeh |
| 2 | 548 | 15.7 | [A review of ensemble learning and data augmentation models for class imbalanced problems: Combination, implementation and evaluation](https://doi.org/10.1016/j.eswa.2023.122778) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2023-12-09 | Azal Ahmad Khan, Omkar Chaudhari, Rohitash Chandra |
| 3 | 327 | 7.8 | [Stock price prediction with optimized deep LSTM network with artificial rabbits optimization algorithm](https://doi.org/10.1016/j.eswa.2023.120346) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2023-05-04 | Burak Gülmez |
| 4 | 247 | 9.1 | [Transformer-Based Visual Segmentation: A Survey](https://doi.org/10.1109/tpami.2024.3434373) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2024-07-29 | Xiangtai Li, Henghui Ding, Haobo Yuan et al. |
| 5 | 180 | 5.3 | [The deep learning applications in IoT-based bio- and medical informatics: a systematic literature review](https://doi.org/10.1007/s00521-023-09366-3) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 2024-01-13 | Zahra Amiri, Arash Heidari, Nima Jafari Navimipour et al. |

## Used together with

Papers use Dow Jones Industrial Average most often with S&P 500 (133), Marketization index (Fan Gang) (52) and Twitter / X (39); it has 50 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.

*What papers use Dow Jones Industrial Average together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [S&P 500](https://scholar4ai.com/datasets/s-p-500.md) | Dataset | 133 | 8.9 |
| [Marketization index (Fan Gang)](https://scholar4ai.com/datasets/marketization-index-fan-gang.md) | Dataset | 52 | 11.9 |
| [Twitter / X](https://scholar4ai.com/datasets/twitter-x.md) | Dataset | 39 | 1.4 |
| [Yahoo Finance](https://scholar4ai.com/datasets/yahoo-finance.md) | Dataset | 32 | 24.1 |
| [Euro Stoxx / DAX](https://scholar4ai.com/datasets/euro-stoxx-dax.md) | Dataset | 31 | 11.3 |
| [FTSE indices](https://scholar4ai.com/datasets/ftse-indices.md) | Dataset | 29 | 15.5 |
| [Nikkei 225 / TOPIX](https://scholar4ai.com/datasets/nikkei-225-topix.md) | Dataset | 27 | 27.7 |
| [VIX](https://scholar4ai.com/datasets/vix.md) | Dataset | 24 | 3.8 |
| [Economic Policy Uncertainty index](https://scholar4ai.com/datasets/economic-policy-uncertainty-index.md) | Dataset | 22 | 1.4 |
| [Google Trends](https://scholar4ai.com/datasets/google-trends.md) | Dataset | 22 | 5.2 |
| [CSI 300 / Shanghai Composite](https://scholar4ai.com/datasets/csi-300-shanghai-composite.md) | Dataset | 21 | 10.7 |
| [ImageNet](https://scholar4ai.com/datasets/imagenet.md) | Dataset | 17 | 1.1 |

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

## Papers

*Papers mentioning Dow Jones Industrial Average in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-11-02 | [Portfolio Management Using Actor-Critic Deep Reinforcement Learning with Piotroski F-Score: Evidence from the Dow Jones Industrial Average Index](https://doi.org/10.1007/s10614-026-11461-1) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | Woosik Lee, Juhwan Lee | Gyeongsang National University |

## Cite this page

Scholar4AI. (2026). Dow Jones Industrial Average. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/dow-jones-industrial-average

```bibtex
@misc{scholar4ai-datasets-dow-jones-industrial-average,
  author = {{Scholar4AI}},
  title = {Dow Jones Industrial Average},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/dow-jones-industrial-average}},
  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/).