Research published in November 2024
What the tracked finance, accounting, economics, management, operations research and AI journals published in November 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.
← October 2024 · All months · December 2024 →
Key findings#
- In November 2024, the tracked journals published 3,652 papers (finance 616, accounting 70, economics 843, management 425, operations research 462, AI 1,236).
- The most frequent keywords were “China” (133), “Chinese listed companies” (96) and “corporate governance” (82).
- Compared with their share in the twelve months before, the keywords that grew most were “Chinese listed companies” (96 papers, +36), “interpretability” (39 papers, +18) and “regional heterogeneity” (39 papers, +16).
- The institutions with the most papers were Hong Kong Polytechnic University (57), Chinese Academy of Sciences (55) and Xi'an Jiaotong University (49).
- China was involved in 44% of the papers.
Papers by category#
| Category | Papers |
|---|---|
| Finance | 616 |
| Accounting | 70 |
| Economics | 843 |
| Management | 425 |
| Operations Research | 462 |
| AI | 1,236 |
Top keywords#
| # | Keyword | Papers |
|---|---|---|
| 1 | China | 133 |
| 2 | Chinese listed companies | 96 |
| 3 | corporate governance | 82 |
| 4 | COVID-19 pandemic | 79 |
| 5 | financial constraints | 67 |
| 6 | state-owned enterprises | 65 |
| 7 | graph neural networks | 46 |
| 8 | information asymmetry | 44 |
| 9 | interpretability | 39 |
| 10 | regional heterogeneity | 39 |
| 11 | class imbalance | 38 |
| 12 | moderating effect | 38 |
| 13 | digital transformation | 36 |
| 14 | firm performance | 35 |
| 15 | data augmentation | 34 |
Growing keywords#
| Keyword | Papers | At earlier share | Extra papers |
|---|---|---|---|
| Chinese listed companies | 96 | 60.1 | +35.9 |
| interpretability | 39 | 21.0 | +18.0 |
| regional heterogeneity | 39 | 22.8 | +16.2 |
| large language models | 33 | 18.8 | +14.2 |
| data augmentation | 34 | 21.9 | +12.1 |
| ESG performance | 26 | 16.4 | +9.6 |
| reinforcement learning | 27 | 17.5 | +9.5 |
| climate risk | 20 | 11.2 | +8.8 |
| digital financial inclusion | 13 | 4.5 | +8.5 |
| digital economy | 21 | 13.3 | +7.7 |
Top keywords by category#
| Category | Most frequent keywords |
|---|---|
| Finance | Chinese listed companies (74); corporate governance (61); China (56); financial constraints (49); state-owned enterprises (43) |
| Accounting | corporate governance (7); corporate social responsibility (5); audit fees (4); earnings management (4); information asymmetry (4) |
| Economics | China (68); COVID-19 pandemic (26); state-owned enterprises (17); regional heterogeneity (14); CO2 emissions (13) |
| Management | firm performance (15); digital transformation (13); purchase intention (13); COVID-19 pandemic (12); innovation (12) |
| Operations Research | mixed-integer linear programming (20); vehicle routing (15); mixed integer programming (13); multi-objective optimization (12); Benders decomposition (11) |
| AI | graph neural networks (44); class imbalance (35); data augmentation (34); interpretability (34); large language models (32) |
Institutions#
| # | Institution | Papers |
|---|---|---|
| 1 | Hong Kong Polytechnic University | 57 |
| 2 | Chinese Academy of Sciences | 55 |
| 3 | Xi'an Jiaotong University | 49 |
| 4 | Centre National de la Recherche Scientifique | 42 |
| 5 | Peking University | 40 |
| 6 | Wuhan University | 38 |
| 7 | Southeast University | 36 |
| 8 | Huazhong University of Science and Technology | 35 |
| 9 | Tsinghua University | 35 |
| 10 | Northwestern Polytechnical University | 30 |
Countries#
| # | Country | Papers |
|---|---|---|
| 1 | China | 1,624 |
| 2 | United States | 634 |
| 3 | United Kingdom | 360 |
| 4 | Germany | 190 |
| 5 | Australia | 178 |
| 6 | France | 166 |
| 7 | Italy | 148 |
| 8 | Canada | 128 |
| 9 | Hong Kong | 126 |
| 10 | India | 120 |
Journals#
| # | Journal | Papers |
|---|---|---|
| 1 | Expert Systems with Applications | 284 |
| 2 | Finance research letters | 148 |
| 3 | Pattern Recognition | 116 |
| 4 | Neural Networks | 107 |
| 5 | Knowledge-Based Systems | 104 |
| 6 | International Review of Financial Analysis | 96 |
| 7 | Neural Computing and Applications | 80 |
| 8 | Energy Economics | 74 |
| 9 | International Review of Economics & Finance | 73 |
| 10 | Technological Forecasting and Social Change | 66 |
Equations and models#
| # | Equation or model | Papers |
|---|---|---|
| 1 | Graph neural network (graph convolution) | 92 |
| 2 | Scaled dot-product attention (Transformer) | 81 |
| 3 | Linear and integer programming | 78 |
| 4 | Convolutional neural network (CNN) | 65 |
| 5 | Contrastive loss (InfoNCE) | 54 |
| 6 | Long short-term memory (LSTM) | 44 |
| 7 | Mediation model (indirect effect) | 31 |
| 8 | Gradient boosting (XGBoost) | 29 |
| 9 | Generative adversarial network (GAN) | 25 |
| 10 | Random forest | 23 |
Datasets#
| # | Dataset | Papers |
|---|---|---|
| 1 | Economic Policy Uncertainty index | 19 |
| 2 | S&P 500 | 18 |
| 3 | Twitter / X | 14 |
| 4 | China Household Finance Survey (CHFS) | 8 |
| 5 | Climate Policy Uncertainty index | 8 |
| 6 | ImageNet | 8 |
| 7 | China Family Panel Studies (CFPS) | 6 |
| 8 | CIFAR-10 / CIFAR-100 | 6 |
| 9 | KITTI | 6 |
| 10 | MS COCO | 5 |
← October 2024 · All months · December 2024 →
Cite this page
Scholar4AI. (2026). Research published in November 2024. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/reports/2024-11
@misc{scholar4ai-reports-2024-11,
author = {{Scholar4AI}},
title = {Research published in November 2024},
year = {2026},
howpublished = {\url{https://scholar4ai.com/reports/2024-11}},
urldate = {2026-10-26},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}