Research published in March 2024
What the tracked finance, accounting, economics, management, operations research and AI journals published in March 2024, by publication date in OpenAlex. This page is a fixed monthly record: its address does not change. Counts can still grow a little as late papers are indexed, and citations are updated daily. Also as Markdown.
← February 2024 · All months · April 2024 →
Key findings#
- In March 2024, the tracked journals published 3,586 papers (finance 692, accounting 73, economics 787, management 388, operations research 483, AI 1,163).
- The most frequent keywords were “COVID-19 pandemic” (117), “China” (94) and “corporate governance” (88).
- Compared with their share in the twelve months before, the keywords that grew most were “corporate governance” (88 papers, +32), “Chinese listed companies” (67 papers, +22) and “multimodal fusion” (26 papers, +12).
- The institutions with the most papers were Chinese Academy of Sciences (47), Peking University (43) and Hong Kong Polytechnic University (42).
- China was involved in 41% of the papers.
Papers by category#
| Category | Papers |
|---|---|
| Finance | 692 |
| Accounting | 73 |
| Economics | 787 |
| Management | 388 |
| Operations Research | 483 |
| AI | 1,163 |
Top keywords#
| # | Keyword | Papers |
|---|---|---|
| 1 | COVID-19 pandemic | 117 |
| 2 | China | 94 |
| 3 | corporate governance | 88 |
| 4 | Chinese listed companies | 67 |
| 5 | financial constraints | 57 |
| 6 | state-owned enterprises | 51 |
| 7 | attention mechanism | 34 |
| 8 | moderating effect | 34 |
| 9 | multi-objective optimization | 33 |
| 10 | CO2 emissions | 33 |
| 11 | stock returns | 33 |
| 12 | environmental regulation | 33 |
| 13 | class imbalance | 31 |
| 14 | information asymmetry | 30 |
| 15 | emerging markets | 30 |
Growing keywords#
| Keyword | Papers | At earlier share | Extra papers |
|---|---|---|---|
| corporate governance | 88 | 55.7 | +32.3 |
| Chinese listed companies | 67 | 44.6 | +22.4 |
| multimodal fusion | 26 | 14.1 | +11.9 |
| stock returns | 33 | 21.1 | +11.9 |
| hedging | 22 | 10.2 | +11.8 |
| environmental regulation | 33 | 21.2 | +11.8 |
| combinatorial optimization | 23 | 11.8 | +11.2 |
| Bitcoin | 26 | 15.3 | +10.7 |
| mediating effect | 26 | 15.4 | +10.6 |
| green innovation | 28 | 17.5 | +10.5 |
Top keywords by category#
| Category | Most frequent keywords |
|---|---|
| Finance | corporate governance (63); Chinese listed companies (50); COVID-19 pandemic (45); financial constraints (41); China (36) |
| Accounting | corporate governance (9); corporate social responsibility (5); CEO turnover (3); analyst coverage (3); financial constraints (3) |
| Economics | China (48); COVID-19 pandemic (41); energy transition (18); environmental regulation (16); monetary policy (16) |
| Management | moderating effect (17); COVID-19 pandemic (16); digital transformation (15); dynamic capabilities (13); mediating effect (12) |
| Operations Research | combinatorial optimization (18); multi-objective optimization (17); mixed-integer linear programming (14); demand uncertainty (13); vehicle routing (13) |
| AI | attention mechanism (33); class imbalance (28); graph neural networks (28); multimodal fusion (26); contrastive learning (25) |
Institutions#
| # | Institution | Papers |
|---|---|---|
| 1 | Chinese Academy of Sciences | 47 |
| 2 | Peking University | 43 |
| 3 | Hong Kong Polytechnic University | 42 |
| 4 | Lebanese American University | 41 |
| 5 | Centre National de la Recherche Scientifique | 39 |
| 6 | Huazhong University of Science and Technology | 39 |
| 7 | Xi'an Jiaotong University | 39 |
| 8 | Renmin University of China | 36 |
| 9 | Southwestern University of Finance and Economics | 35 |
| 10 | Tsinghua University | 35 |
Countries#
| # | Country | Papers |
|---|---|---|
| 1 | China | 1,471 |
| 2 | United States | 628 |
| 3 | United Kingdom | 347 |
| 4 | Germany | 195 |
| 5 | France | 188 |
| 6 | Italy | 170 |
| 7 | Australia | 169 |
| 8 | India | 154 |
| 9 | Spain | 140 |
| 10 | Canada | 132 |
Journals#
| # | Journal | Papers |
|---|---|---|
| 1 | Expert Systems with Applications | 242 |
| 2 | Finance research letters | 152 |
| 3 | International Review of Financial Analysis | 119 |
| 4 | Knowledge-Based Systems | 117 |
| 5 | Neural Computing and Applications | 91 |
| 6 | Pattern Recognition | 90 |
| 7 | Computers & Industrial Engineering | 80 |
| 8 | Applied Intelligence | 78 |
| 9 | Energy Economics | 77 |
| 10 | International Review of Economics & Finance | 68 |
Equations and models#
| # | Equation or model | Papers |
|---|---|---|
| 1 | Scaled dot-product attention (Transformer) | 82 |
| 2 | Linear and integer programming | 70 |
| 3 | Convolutional neural network (CNN) | 69 |
| 4 | Graph neural network (graph convolution) | 65 |
| 5 | Contrastive loss (InfoNCE) | 42 |
| 6 | Mediation model (indirect effect) | 36 |
| 7 | Vector autoregression (VAR) | 31 |
| 8 | Generative adversarial network (GAN) | 24 |
| 9 | Gradient boosting (XGBoost) | 24 |
| 10 | Long short-term memory (LSTM) | 24 |
Datasets#
| # | Dataset | Papers |
|---|---|---|
| 1 | Economic Policy Uncertainty index | 22 |
| 2 | Twitter / X | 15 |
| 3 | S&P 500 | 12 |
| 4 | ImageNet | 10 |
| 5 | MS COCO | 10 |
| 6 | CIFAR-10 / CIFAR-100 | 7 |
| 7 | Climate Policy Uncertainty index | 6 |
| 8 | CSI 300 / Shanghai Composite | 6 |
| 9 | PASCAL VOC | 5 |
| 10 | VIX | 5 |
← February 2024 · All months · April 2024 →
Cite this page
Scholar4AI. (2026). Research published in March 2024. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/reports/2024-03
@misc{scholar4ai-reports-2024-03,
author = {{Scholar4AI}},
title = {Research published in March 2024},
year = {2026},
howpublished = {\url{https://scholar4ai.com/reports/2024-03}},
urldate = {2026-10-26},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}