---
title: "Monash University: research profile, papers and co-authors"
description: "Research profile of Monash University: 2,607 papers in 400 tracked journals since 2017, mostly economics and AI; #47 for 2023–2025; h-index 1,160."
url: https://scholar4ai.com/institutions/monash-university
markdown_url: https://scholar4ai.com/institutions/monash-university.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Research profile of Monash University: 2,607 papers in 400 tracked journals since 2017, mostly economics and AI; #47 for 2023–2025; h-index 1,160. (as of 2026-11-02)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-02T12:20:52+09:00
window: 2026-10-04 to 2026-11-02
source: OpenAlex (CC0)
---

# Monash University

- 1 paper in the last 7 days
- country: Australia
- web domain: monash.edu

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

## Key findings

- Monash University was involved in 13 papers in the last 30 days (2026-10-04 to 2026-11-02), ranking #65 of 3,191 institutions.
- Most of them appeared in Journal of Accounting and Public Policy (1), Computers & Operations Research (1) and Higher Education (1).
- Countries: Australia (13), China (4) and United States (3).
- From 2023 to 2025, Monash University ranks #47 among all institutions publishing in the tracked journals, #3 in accounting and #10 in health economics and policy.
- From 2017 to 2026 (so far), authors at Monash University took part in 2,607 papers in the tracked journals, most of them in economics (749), AI (458) and operations research (307).
- 282 of them were published in 2025, against 184 in 2017.
- Since 2023, the institutions with the most of these papers were The University of Melbourne (76), The University of Queensland (49) and Deakin University (45).
- The journals publishing most of them were Transportation Research Part C Emerging Technologies (36), Expert Systems with Applications (33) and Energy Economics (31).
- The most-cited of them is “A Comprehensive Survey on Graph Neural Networks” (IEEE Transactions on Neural Networks and Learning Systems, 2020), with 10,982 citations.
- Across everything OpenAlex indexes, Monash University has 283,503 works with 23,646,696 citations (h-index 1,160).
- The tracked journals hold 2,367 of its 139,398 works in OpenAlex from 2017 to 2025 (1.7%).
- Its main research topics in OpenAlex are Innovations in Medical Education (3,129), Substance Abuse Treatment and Outcomes (2,585) and Stellar, planetary, and galactic studies (2,580).

## In the rankings

Top institutions, 2023–2025: [#47 overall](https://scholar4ai.com/rankings/institutions-by-year.md) · [#3 in accounting](https://scholar4ai.com/rankings/institutions-by-year/accounting.md) · [#10 in health economics and policy](https://scholar4ai.com/rankings/institutions-by-year/health-economics-and-policy.md)

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Economics](https://scholar4ai.com/categories/economics.md) | 67 | 72 | 79 | 93 | 91 | 79 | 77 | 70 | 69 | 52 |
| [AI](https://scholar4ai.com/categories/ai.md) | 11 | 22 | 29 | 37 | 67 | 65 | 63 | 47 | 57 | 60 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 25 | 30 | 26 | 36 | 36 | 39 | 27 | 25 | 36 | 27 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 18 | 24 | 18 | 33 | 51 | 32 | 34 | 32 | 33 | 20 |
| [Management](https://scholar4ai.com/categories/management.md) | 22 | 31 | 28 | 31 | 39 | 39 | 20 | 24 | 26 | 24 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 18 | 8 | 16 | 14 | 22 | 21 | 24 | 26 | 24 | 18 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 12 | 10 | 6 | 11 | 11 | 6 | 8 | 5 | 6 | 11 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 2 | 6 | 6 | 10 | 8 | 8 | 10 | 8 | 11 | 14 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 2 | 4 | 1 | 8 | 7 | 9 | 5 | 11 | 15 | 11 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 2 | 3 | 5 | 3 | 4 | 1 | 5 | 5 | 0 | 1 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 2 | 0 | 5 | 3 | 6 | 3 | 4 | 3 | 2 | 1 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 3 | 3 | 2 | 4 | 1 | 4 | 1 | 1 | 3 | 1 |
| All categories | 184 | 213 | 221 | 283 | 343 | 306 | 278 | 257 | 282 | 240 |

## Where the papers come from and its co-authors

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 36 |
| 2 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 33 |
| 3 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 31 |
| 4 | [PharmacoEconomics](https://scholar4ai.com/journals/pharmacoeconomics.md) | 30 |
| 5 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 26 |
| 6 | [Computers and Education Artificial Intelligence](https://scholar4ai.com/journals/computers-and-education-artificial-intelligence.md) | 26 |
| 7 | [Journal of Economic Behavior & Organization](https://scholar4ai.com/journals/journal-of-economic-behavior-organization.md) | 23 |
| 8 | [Journal of Banking & Finance](https://scholar4ai.com/journals/journal-of-banking-finance.md) | 21 |
| 9 | [Transportation Research Part A Policy and Practice](https://scholar4ai.com/journals/transportation-research-part-a-policy-and-practice.md) | 21 |
| 10 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 20 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [The University of Melbourne](https://scholar4ai.com/institutions/the-university-of-melbourne.md) | 76 |
| 2 | The University of Queensland | 49 |
| 3 | Deakin University | 45 |
| 4 | RMIT University | 37 |
| 5 | [The University of Sydney](https://scholar4ai.com/institutions/the-university-of-sydney.md) | 35 |
| 6 | [Southeast University](https://scholar4ai.com/institutions/southeast-university.md) | 33 |
| 7 | [UNSW Sydney](https://scholar4ai.com/institutions/unsw-sydney.md) | 31 |
| 8 | Monash University Malaysia | 28 |
| 9 | Australian National University | 25 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Australia | 1,057 |
| 2 | China | 301 |
| 3 | United States | 159 |
| 4 | United Kingdom | 139 |
| 5 | Germany | 50 |
| 6 | Hong Kong | 41 |
| 7 | Canada | 35 |
| 8 | New Zealand | 34 |
| 9 | France | 33 |
| 10 | India | 32 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 40 |
| 2 | [large language models](https://scholar4ai.com/keywords/large-language-models.md) | 28 |
| 3 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 26 |
| 4 | Australia | 22 |
| 5 | [China](https://scholar4ai.com/keywords/china.md) | 20 |
| 6 | [cost-effectiveness](https://scholar4ai.com/keywords/cost-effectiveness.md) | 19 |
| 7 | gender differences | 14 |
| 8 | quality-adjusted life years | 13 |
| 9 | [generative AI](https://scholar4ai.com/keywords/generative-ai.md) | 12 |
| 10 | time series classification | 11 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 10,982 | 138.5 | [A Comprehensive Survey on Graph Neural Networks](https://doi.org/10.1109/tnnls.2020.2978386) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2020-03-24 | Zonghan Wu, Shirui Pan, Fengwen Chen et al. |
| 2 | 3,336 | 36.2 | [Deep learning for time series classification: a review](https://doi.org/10.1007/s10618-019-00619-1) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 2019-03-02 | Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. |
| 3 | 2,940 | 44.4 | [A Survey on Knowledge Graphs: Representation, Acquisition, and Applications](https://doi.org/10.1109/tnnls.2021.3070843) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2021-04-26 | Shaoxiong Ji, Shirui Pan, Erik Cambria et al. |
| 4 | 2,801 | 30.1 | [An agenda for sustainability transitions research: State of the art and future directions](https://doi.org/10.1016/j.eist.2019.01.004) | [Environmental Innovation and Societal Transitions](https://scholar4ai.com/journals/environmental-innovation-and-societal-transitions.md) | 2019-01-31 | Jonathan Köhler, Frank Willem Geels, Florian Kern et al. |
| 5 | 1,892 | 22.3 | [The future of social media in marketing](https://doi.org/10.1007/s11747-019-00695-1) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2019-10-12 | Gil Appel, Lauren S. Grewal, Rhonda Hadi et al. |
| 6 | 1,852 | 18.7 | [Servant Leadership: A systematic review and call for future research](https://doi.org/10.1016/j.leaqua.2018.07.004) | [The Leadership Quarterly](https://scholar4ai.com/journals/the-leadership-quarterly.md) | 2018-07-31 | Nathan Eva, Mulyadi Robin, Sen Sendjaya et al. |
| 7 | 1,784 | 24.2 | [InceptionTime: Finding AlexNet for time series classification](https://doi.org/10.1007/s10618-020-00710-y) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 2020-09-07 | Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier et al. |
| 8 | 1,433 | 17.5 | [Vision, challenges, roles and research issues of Artificial Intelligence in Education](https://doi.org/10.1016/j.caeai.2020.100001) | [Computers and Education Artificial Intelligence](https://scholar4ai.com/journals/computers-and-education-artificial-intelligence.md) | 2020-01-01 | Gwo‐Jen Hwang, Haoran Xie, Benjamin Wan-Sang Wah et al. |
| 9 | 1,410 | 14.9 | [Deep learning in spiking neural networks](https://doi.org/10.1016/j.neunet.2018.12.002) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2018-12-18 | Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh et al. |
| 10 | 1,403 | 11.9 | [Psychological safety: A systematic review of the literature](https://doi.org/10.1016/j.hrmr.2017.01.001) | [Human Resource Management Review](https://scholar4ai.com/journals/human-resource-management-review.md) | 2017-01-16 | Alexander Newman, Ross Donohue, Nathan Eva |

## In OpenAlex

*Monash University in OpenAlex*

| Item | Value |
|---|---|
| Type | University |
| Location | Melbourne, Victoria, Australia |
| Units listed in OpenAlex | 11 |
| Works in OpenAlex | 283,503 |
| Citations | 23,646,696 |
| h-index | 1,160 |
| i10-index | 307,243 |
| 2-year mean citedness | 5.83 |
| Website | [www.monash.edu](https://www.monash.edu) |
| ROR | [ror.org/02bfwt286](https://ror.org/02bfwt286) |
| OpenAlex | [openalex.org/I56590836](https://openalex.org/I56590836) |

*Works and citations per year in OpenAlex, and its papers in the tracked journals*

| Year | Works in OpenAlex | Citations received | In the tracked journals | Share |
|---|---:|---:|---:|---:|
| 2026 (so far) | 16,212 | 778,741 | 240 | 1.5% |
| 2025 | 18,372 | 967,097 | 282 | 1.5% |
| 2024 | 17,327 | 933,780 | 257 | 1.5% |
| 2023 | 17,486 | 856,462 | 278 | 1.6% |
| 2022 | 16,636 | 803,994 | 306 | 1.8% |
| 2021 | 16,398 | 757,482 | 343 | 2.1% |
| 2020 | 15,471 | 622,831 | 283 | 1.8% |
| 2019 | 13,517 | 494,224 | 221 | 1.6% |
| 2018 | 12,687 | 418,572 | 213 | 1.7% |
| 2017 | 11,504 | 366,758 | 184 | 1.6% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Innovations in Medical Education | Medicine | 3,129 |
| 2 | Substance Abuse Treatment and Outcomes | Medicine | 2,585 |
| 3 | Stellar, planetary, and galactic studies | Physics and Astronomy | 2,580 |
| 4 | Traffic and Road Safety | Engineering | 2,408 |
| 5 | Dementia and Cognitive Impairment Research | Medicine | 2,367 |

From OpenAlex's own record of the institution (CC0), read again monthly. Works and citations count everything OpenAlex indexes, not only the tracked journals; topics are OpenAlex's classification of those works.

*Papers, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-30 | [Audit fee cuts and audit quality in initial-year bank audits](https://doi.org/10.1016/j.jaccpubpol.2026.107485) | [Journal of Accounting and Public Policy](https://scholar4ai.com/journals/journal-of-accounting-and-public-policy.md) | Huawei Huang, Mai Dao, Ting‐Chiao Huang et al. | Monash University; University of Toledo; National Cheng Kung University |
| 2026-10-26 | [A time-expanded network exact algorithm for solving escape interdiction games on transportation networks](https://doi.org/10.1016/j.cor.2026.107708) | [Computers & Operations Research](https://scholar4ai.com/journals/computers-operations-research.md) | Peter Edward Gill, Andreas T Ernst | Monash University |
| 2026-10-20 | [Privileged yet precarious postdoctoral becoming: A new materialist duo-ethnography of Chinese PhD returnees](https://doi.org/10.1007/s10734-026-01762-7) | [Higher Education](https://scholar4ai.com/journals/higher-education.md) | Boya Yuan, Lei Lu, Dave Yan | University of Auckland; Beijing Normal University; Peking University; … |
| 2026-10-17 | [Towards informed incomplete multi-view multi-label learning via prior knowledge integration](https://doi.org/10.1016/j.inffus.2026.104875) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Zihan Fang, Shide Du, Zhihao Wu et al. | Fuzhou University; Monash University; Zhejiang University; … |
| 2026-10-15 | [Identifying the impact of financial sanctions on innovation of target countries](https://doi.org/10.1016/j.jimonfin.2026.103687) | [Journal of International Money and Finance](https://scholar4ai.com/journals/journal-of-international-money-and-finance.md) | Xinxin Zhao, Paresh Kumar Narayan, Susan Sunila Sharma | China University of Geosciences (Beijing); Monash University; Deakin University |
| 2026-10-13 | [How do audit committee members' and audit partners' communication styles jointly influence client managers’ negotiation behavior?](https://doi.org/10.1016/j.aos.2026.101664) | [Accounting Organizations and Society](https://scholar4ai.com/journals/accounting-organizations-and-society.md) | Abhijit Das, Soon‐Yeow Phang | James Cook University; Monash University |
| 2026-10-11 | [The role of remoteness and competition on Australian mining costs](https://doi.org/10.1016/j.resourpol.2026.106077) | [Resources Policy](https://scholar4ai.com/journals/resources-policy.md) | Stuart D.C. Walsh, Marcus W. Haynes | Monash University; Geoscience Australia |
| 2026-10-10 | [Can green innovations enhance competitive advantage?](https://doi.org/10.1007/s11747-026-01209-6) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | The Hoa Mai, Satheesh Seenivasan, David Sugianto Lie et al. | Monash University; University at Buffalo, State University of New York |
| 2026-10-09 | [Director qualifications and acquisition outcomes](https://doi.org/10.1016/j.jfs.2026.101602) | [Journal of Financial Stability](https://scholar4ai.com/journals/journal-of-financial-stability.md) | Abeyratna Gunasekarage, Kristina Minnick, Asror Nigmonov et al. | Monash University; Bentley University; Abu Dhabi University; … |
| 2026-10-07 | [Discovering session-level demand patterns for reinforcement learning-based dynamic inventory allocation in live-streaming e-commerce](https://doi.org/10.1007/s10115-026-02895-y) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Thi-Linh Ho, Hiep Pham, Hoang Quan Dinh et al. | Ton Duc Thang University; RMIT Vietnam; HUTECH University; … |
| 2026-10-07 | [From institutional pressures to employee involvement in organizational sustainability: The role of common good HRM](https://doi.org/10.1016/j.jbusres.2026.116575) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | Teng Li, Ying Lu, Mingqiong Mike Zhang et al. | Shanghai University of International Business and Economics; Shandong University of Science and Technology; Macquarie University; … |
| 2026-10-06 | [CSR focus under competitive pressure: The role of national institutions](https://doi.org/10.1016/j.jwb.2026.101784) | [Journal of World Business](https://scholar4ai.com/journals/journal-of-world-business.md) | Limin Fu, Dirk Michael Boehe, Mariano L.M. Heyden | Monash University; Université Mohammed VI Polytechnique |
| 2026-10-05 | [Optimal size and composition of government spending in small open economies](https://doi.org/10.1016/j.jedc.2026.105436) | [Journal of Economic Dynamics and Control](https://scholar4ai.com/journals/journal-of-economic-dynamics-and-control.md) | Qingyuan Du, Pedro Gomis‐Porqueras, Solmaz Moslehi et al. | Monash University; Queensland University of Technology; Australian National University |

## Cite this page

Scholar4AI. (2026). Monash University. Journal and Conference Research Rankings. Retrieved November 2, 2026, from https://scholar4ai.com/institutions/monash-university

```bibtex
@misc{scholar4ai-institutions-monash-university,
  author = {{Scholar4AI}},
  title = {Monash University},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/institutions/monash-university}},
  urldate = {2026-11-02},
  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/).