Research published in September 2024
What the tracked finance, accounting, economics, management, operations research and AI journals published in September 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.
← August 2024 · All months · October 2024 →
Key findings#
- In September 2024, the tracked journals published 3,346 papers (finance 621, accounting 56, economics 743, management 396, operations research 455, AI 1,075).
- The most frequent keywords were “China” (143), “COVID-19 pandemic” (92) and “Chinese listed companies” (84).
- Compared with their share in the twelve months before, the keywords that grew most were “Chinese listed companies” (84 papers, +35), “moderating effect” (44 papers, +17) and “manufacturing companies” (30 papers, +13).
- The institutions with the most papers were Chinese Academy of Sciences (48), Xi'an Jiaotong University (45) and Sun Yat-sen University (40).
- China was involved in 42% of the papers.
Papers by category#
| Category | Papers |
|---|---|
| Finance | 621 |
| Accounting | 56 |
| Economics | 743 |
| Management | 396 |
| Operations Research | 455 |
| AI | 1,075 |
Top keywords#
| # | Keyword | Papers |
|---|---|---|
| 1 | China | 143 |
| 2 | COVID-19 pandemic | 92 |
| 3 | Chinese listed companies | 84 |
| 4 | corporate governance | 69 |
| 5 | financial constraints | 54 |
| 6 | graph neural networks | 53 |
| 7 | state-owned enterprises | 52 |
| 8 | moderating effect | 44 |
| 9 | corporate social responsibility | 34 |
| 10 | digital transformation | 34 |
| 11 | CO2 emissions | 33 |
| 12 | attention mechanism | 32 |
| 13 | information asymmetry | 32 |
| 14 | emerging markets | 31 |
| 15 | spillover effects | 31 |
Growing keywords#
| Keyword | Papers | At earlier share | Extra papers |
|---|---|---|---|
| Chinese listed companies | 84 | 49.2 | +34.8 |
| moderating effect | 44 | 26.7 | +17.3 |
| manufacturing companies | 30 | 17.1 | +12.9 |
| total factor productivity | 22 | 9.9 | +12.1 |
| spillover effects | 31 | 19.0 | +12.0 |
| cross-national comparison | 29 | 17.2 | +11.8 |
| ESG performance | 24 | 13.4 | +10.6 |
| risk aversion | 24 | 13.4 | +10.6 |
| digital economy | 20 | 10.3 | +9.7 |
| Russian invasion of Ukraine | 26 | 17.2 | +8.8 |
Top keywords by category#
| Category | Most frequent keywords |
|---|---|
| Finance | Chinese listed companies (71); China (66); corporate governance (43); financial constraints (41); COVID-19 pandemic (37) |
| Accounting | corporate governance (9); information asymmetry (4); audit delay (3); ownership structure (3); state-owned enterprises (3) |
| Economics | China (59); COVID-19 pandemic (27); CO2 emissions (14); energy transition (14); economic growth (13) |
| Management | corporate social responsibility (15); digital transformation (14); China (13); moderating effect (13); multinational corporations (13) |
| Operations Research | mixed-integer linear programming (18); multi-objective optimization (16); vehicle routing (15); CO2 emissions (11); convergence analysis (10) |
| AI | graph neural networks (50); attention mechanism (30); contrastive learning (27); class imbalance (23); explainable AI (22) |
Institutions#
| # | Institution | Papers |
|---|---|---|
| 1 | Chinese Academy of Sciences | 48 |
| 2 | Xi'an Jiaotong University | 45 |
| 3 | Sun Yat-sen University | 40 |
| 4 | Tsinghua University | 38 |
| 5 | Renmin University of China | 36 |
| 6 | Shanghai Jiao Tong University | 34 |
| 7 | Beijing Institute of Technology | 33 |
| 8 | Centre National de la Recherche Scientifique | 33 |
| 9 | Hong Kong Polytechnic University | 33 |
| 10 | Peking University | 33 |
Countries#
| # | Country | Papers |
|---|---|---|
| 1 | China | 1,418 |
| 2 | United States | 561 |
| 3 | United Kingdom | 291 |
| 4 | Germany | 182 |
| 5 | Australia | 181 |
| 6 | France | 161 |
| 7 | Italy | 158 |
| 8 | India | 113 |
| 9 | Spain | 108 |
| 10 | Canada | 107 |
Journals#
| # | Journal | Papers |
|---|---|---|
| 1 | Expert Systems with Applications | 185 |
| 2 | Finance research letters | 152 |
| 3 | International Review of Financial Analysis | 92 |
| 4 | Pattern Recognition | 90 |
| 5 | International Review of Economics & Finance | 89 |
| 6 | Knowledge-Based Systems | 87 |
| 7 | IEEE Transactions on Neural Networks and Learning Systems | 78 |
| 8 | Neural Computing and Applications | 70 |
| 9 | Neural Networks | 69 |
| 10 | Technological Forecasting and Social Change | 68 |
Equations and models#
| # | Equation or model | Papers |
|---|---|---|
| 1 | Scaled dot-product attention (Transformer) | 88 |
| 2 | Graph neural network (graph convolution) | 87 |
| 3 | Linear and integer programming | 62 |
| 4 | Convolutional neural network (CNN) | 44 |
| 5 | Contrastive loss (InfoNCE) | 43 |
| 6 | Total factor productivity (Solow residual) | 28 |
| 7 | Mediation model (indirect effect) | 27 |
| 8 | Long short-term memory (LSTM) | 24 |
| 9 | Shapley value (SHAP) | 20 |
| 10 | Vector autoregression (VAR) | 20 |
Datasets#
| # | Dataset | Papers |
|---|---|---|
| 1 | Economic Policy Uncertainty index | 23 |
| 2 | Climate Policy Uncertainty index | 9 |
| 3 | S&P 500 | 9 |
| 4 | Twitter / X | 9 |
| 5 | ImageNet | 7 |
| 6 | China Household Finance Survey (CHFS) | 4 |
| 7 | CIFAR-10 / CIFAR-100 | 4 |
| 8 | D4RL | 3 |
| 9 | Financial stress indices | 3 |
| 10 | Google Trends | 3 |
← August 2024 · All months · October 2024 →
Cite this page
Scholar4AI. (2026). Research published in September 2024. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/reports/2024-09
@misc{scholar4ai-reports-2024-09,
author = {{Scholar4AI}},
title = {Research published in September 2024},
year = {2026},
howpublished = {\url{https://scholar4ai.com/reports/2024-09}},
urldate = {2026-10-26},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}