---
title: "Deakin University: research profile, papers and co-authors"
description: "Research profile of Deakin University: 1,366 papers in 480 tracked journals since 2017, mostly AI and economics; h-index 641."
url: https://scholar4ai.com/institutions/deakin-university
markdown_url: https://scholar4ai.com/institutions/deakin-university.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Research profile of Deakin University: 1,366 papers in 480 tracked journals since 2017, mostly AI and economics; h-index 641. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T18:03:37+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# Deakin University

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

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

## Key findings

- Deakin University was involved in 8 papers in the last 30 days (2026-10-05 to 2026-11-03), ranking #195 of 3,809 institutions.
- Most of them appeared in International Journal for Educational Integrity (1), Technology in Society (1) and Empirical Economics (1).
- Countries: Australia (8), China (7) and United States (3).
- From 2017 to 2026 (so far), authors at Deakin University took part in 1,366 papers in the tracked journals, most of them in AI (420), economics (234) and finance (195).
- 137 of them were published in 2025, against 118 in 2017.
- Since 2023, the institutions with the most of these papers were Monash University (45), The University of Melbourne (33) and Swinburne University of Technology (30).
- The journals publishing most of them were Expert Systems with Applications (32), Knowledge-Based Systems (28) and Pacific-Basin Finance Journal (22).
- The most-cited of them is “A review of uncertainty quantification in deep learning: Techniques, applications and challenges” (Information Fusion, 2021), with 2,788 citations.
- Across everything OpenAlex indexes, Deakin University has 93,588 works with 6,073,862 citations (h-index 641).
- The tracked journals hold 1,261 of its 53,396 works in OpenAlex from 2017 to 2025 (2.4%).
- Its main research topics in OpenAlex are Physical Activity and Health (2,593), Obesity, Physical Activity, Diet (2,310) and Nutrition, Health and Food Behavior (1,994).

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [AI](https://scholar4ai.com/categories/ai.md) | 18 | 26 | 20 | 29 | 54 | 63 | 67 | 58 | 54 | 31 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 32 | 21 | 32 | 30 | 24 | 20 | 21 | 19 | 20 | 15 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 27 | 26 | 24 | 24 | 20 | 19 | 16 | 18 | 16 | 5 |
| [Management](https://scholar4ai.com/categories/management.md) | 11 | 12 | 14 | 18 | 11 | 9 | 11 | 10 | 11 | 9 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 6 | 2 | 6 | 4 | 9 | 5 | 14 | 13 | 17 | 14 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 3 | 7 | 6 | 10 | 15 | 14 | 7 | 9 | 4 | 9 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 4 | 1 | 2 | 5 | 6 | 16 | 7 | 8 | 2 | 8 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 4 | 4 | 5 | 5 | 3 | 3 | 5 | 9 | 3 | 8 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 5 | 5 | 5 | 6 | 2 | 3 | 6 | 5 | 3 | 2 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 2 | 5 | 4 | 5 | 2 | 3 | 5 | 5 | 4 | 2 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 5 | 0 | 7 | 3 | 6 | 4 | 4 | 3 | 3 | 2 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| All categories | 118 | 110 | 125 | 139 | 152 | 160 | 163 | 157 | 137 | 105 |

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

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 32 |
| 2 | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 28 |
| 3 | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | 22 |
| 4 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 22 |
| 5 | [Health Research Policy and Systems](https://scholar4ai.com/journals/health-research-policy-and-systems.md) | 18 |
| 6 | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 15 |
| 7 | [Higher Education](https://scholar4ai.com/journals/higher-education.md) | 14 |
| 8 | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 13 |
| 9 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 12 |
| 10 | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 12 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Monash University](https://scholar4ai.com/institutions/monash-university.md) | 45 |
| 2 | [The University of Melbourne](https://scholar4ai.com/institutions/the-university-of-melbourne.md) | 33 |
| 3 | [Swinburne University of Technology](https://scholar4ai.com/institutions/swinburne-university-of-technology.md) | 30 |
| 4 | [The University of Queensland](https://scholar4ai.com/institutions/the-university-of-queensland.md) | 25 |
| 5 | [The University of Sydney](https://scholar4ai.com/institutions/the-university-of-sydney.md) | 20 |
| 6 | [University of Technology Sydney](https://scholar4ai.com/institutions/university-of-technology-sydney.md) | 20 |
| 7 | [Curtin University](https://scholar4ai.com/institutions/curtin-university.md) | 17 |
| 8 | [UNSW Sydney](https://scholar4ai.com/institutions/unsw-sydney.md) | 17 |
| 9 | [RMIT University](https://scholar4ai.com/institutions/rmit-university.md) | 16 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Australia | 562 |
| 2 | China | 152 |
| 3 | United States | 80 |
| 4 | United Kingdom | 64 |
| 5 | Canada | 28 |
| 6 | Germany | 20 |
| 7 | Hong Kong | 19 |
| 8 | Malaysia | 19 |
| 9 | Bangladesh | 17 |
| 10 | India | 16 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 16 |
| 2 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 13 |
| 3 | [hyperparameter optimization](https://scholar4ai.com/keywords/hyperparameter-optimization.md) | 10 |
| 4 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 9 |
| 5 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 9 |
| 6 | Australia | 8 |
| 7 | [China](https://scholar4ai.com/keywords/china.md) | 8 |
| 8 | [cost-effectiveness](https://scholar4ai.com/keywords/cost-effectiveness.md) | 8 |
| 9 | [explainable AI](https://scholar4ai.com/keywords/explainable-ai.md) | 8 |
| 10 | [generative AI](https://scholar4ai.com/keywords/generative-ai.md) | 8 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,788 | 42.6 | [A review of uncertainty quantification in deep learning: Techniques, applications and challenges](https://doi.org/10.1016/j.inffus.2021.05.008) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2021-05-23 | Moloud Abdar, Farhad Pourpanah, Sadiq Hussain et al. |
| 2 | 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 |
| 3 | 1,078 | 10.5 | [Leadership, creativity, and innovation: A critical review and practical recommendations](https://doi.org/10.1016/j.leaqua.2018.03.001) | [The Leadership Quarterly](https://scholar4ai.com/journals/the-leadership-quarterly.md) | 2018-03-30 | David John Hughes, Allan Lee, Amy Wei Tian et al. |
| 4 | 892 | 8.1 | [Green human resource management research in emergence: A review and future directions](https://doi.org/10.1007/s10490-017-9532-1) | [Asia Pacific Journal of Management](https://scholar4ai.com/journals/asia-pacific-journal-of-management.md) | 2017-09-18 | Shuang Ren, Guiyao Tang, Susan E. Jackson |
| 5 | 874 | 8.6 | [Entrepreneurial self-efficacy: A systematic review of the literature on its theoretical foundations, measurement, antecedents, and outcomes, and an agenda for future research](https://doi.org/10.1016/j.jvb.2018.05.012) | [Journal of Vocational Behavior](https://scholar4ai.com/journals/journal-of-vocational-behavior.md) | 2018-05-23 | Alexander Newman, Martin Obschonka, Susan McDonald Schwarz et al. |
| 6 | 807 | 7.6 | [Developing evaluative judgement: enabling students to make decisions about the quality of work](https://doi.org/10.1007/s10734-017-0220-3) | [Higher Education](https://scholar4ai.com/journals/higher-education.md) | 2017-12-15 | Joanna Tai, Rola Ajjawi, David J. Boud et al. |
| 7 | 679 | 5.8 | [Comparing online and blended learner's self-regulated learning strategies and academic performance](https://doi.org/10.1016/j.iheduc.2017.01.004) | [The Internet and Higher Education](https://scholar4ai.com/journals/the-internet-and-higher-education.md) | 2017-01-26 | Jaclyn Broadbent |
| 8 | 623 | 10.4 | [Deep Reinforcement Learning for Cyber Security](https://doi.org/10.1109/tnnls.2021.3121870) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2021-11-01 | Thanh Thi Nguyen, Vijay Janapa Reddi |
| 9 | 545 | 11.3 | [Discourses of artificial intelligence in higher education: a critical literature review](https://doi.org/10.1007/s10734-022-00937-2) | [Higher Education](https://scholar4ai.com/journals/higher-education.md) | 2022-10-23 | Margaret Bearman, Juliana Ryan, Rola Ajjawi |
| 10 | 535 | 20.0 | [Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications](https://doi.org/10.1186/s40537-024-00973-y) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2024-08-11 | Rajib Kumar Halder, Mohammed Nasir Uddin, Md. Ashraf Uddin et al. |

## In OpenAlex

*Deakin University in OpenAlex*

| Item | Value |
|---|---|
| Type | University |
| Location | Burwood, Victoria, Australia |
| Works in OpenAlex | 93,588 |
| Citations | 6,073,862 |
| h-index | 641 |
| i10-index | 91,890 |
| 2-year mean citedness | 5.93 |
| Website | [www.deakin.edu.au](https://www.deakin.edu.au) |
| ROR | [ror.org/02czsnj07](https://ror.org/02czsnj07) |
| Wikidata | [Q1180978](Q1180978) |
| OpenAlex | [openalex.org/I149704539](https://openalex.org/I149704539) |

*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) | 5,487 | 250,944 | 105 | 1.9% |
| 2025 | 6,594 | 315,562 | 137 | 2.1% |
| 2024 | 6,768 | 300,751 | 157 | 2.3% |
| 2023 | 6,366 | 272,992 | 163 | 2.6% |
| 2022 | 6,599 | 253,815 | 160 | 2.4% |
| 2021 | 6,531 | 237,895 | 152 | 2.3% |
| 2020 | 5,933 | 190,306 | 139 | 2.3% |
| 2019 | 5,210 | 147,416 | 125 | 2.4% |
| 2018 | 4,906 | 122,896 | 110 | 2.2% |
| 2017 | 4,489 | 104,188 | 118 | 2.6% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Physical Activity and Health | Medicine | 2,593 |
| 2 | Obesity, Physical Activity, Diet | Medicine | 2,310 |
| 3 | Nutrition, Health and Food Behavior | Nursing | 1,994 |
| 4 | Substance Abuse Treatment and Outcomes | Medicine | 1,319 |
| 5 | Nutritional Studies and Diet | Medicine | 1,245 |

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 |
|---|---|---|---|---|
| 2026-10-31 | [AI humanizers and the political economy of academic integrity in higher education](https://doi.org/10.1007/s40979-026-00238-6) | [International Journal for Educational Integrity](https://scholar4ai.com/journals/international-journal-for-educational-integrity.md) | Jasper Roe, Mike Perkins, Peter Bannister et al. | Durham University; British University Vietnam; Universidad Internacional de La Rioja; … |
| 2026-10-24 | [Designing evidence-based explainable AI decision support systems: A means–end framework for human-centered decision-making](https://doi.org/10.1016/j.techsoc.2026.103593) | [Technology in Society](https://scholar4ai.com/journals/technology-in-society.md) | P. A. Love, Jane Matthews, Weili Fang et al. | Curtin University; Deakin University; Huazhong University of Science and Technology |
| 2026-10-21 | [When bargaining power matters: foreign direct investment and bilateral GDP disparities](https://doi.org/10.1007/s00181-026-02990-7) | [Empirical Economics](https://scholar4ai.com/journals/empirical-economics.md) | Xing Xu, Emin Gahramanov, Qinglai Meng et al. | Shanghai Institute of Technology; American University of Sharjah; Oregon State University; … |
| 2026-10-21 | [Examining the conceptual and instrumental use of the knowledge-to-action framework: a citation analysis and scoping review](https://doi.org/10.1186/s13012-026-01547-7) | [Implementation Science](https://scholar4ai.com/journals/implementation-science.md) | Christine E. Cassidy, Erin McConnell, Laura Kennedy et al. | Dalhousie University; Izaak Walton Killam Health Centre; University College Cork; … |
| 2026-10-17 | [MarketToM: A Theory of Mind framework for modeling latent mental states in stock trend prediction](https://doi.org/10.1016/j.dss.2026.114784) | [Decision Support Systems](https://scholar4ai.com/journals/decision-support-systems.md) | Yuyu Chen, Haowen Deng, Weiguo Fan et al. | Shanghai University of Finance and Economics; University of Iowa; Deakin University |
| 2026-10-16 | [Towards efficient large language models for scientific data: a review](https://doi.org/10.1007/s10462-026-11727-y) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Huy Quoc To, Guangyan Huang, Jun Wang et al. | Deakin University; Zhengzhou University of Aeronautics |
| 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 |
| 2026-10-08 | [More than a grain of salt: technological substitution and the instability of critical mineral policy](https://doi.org/10.1007/s13563-026-00717-9) | [Mineral Economics](https://scholar4ai.com/journals/mineral-economics.md) | Ron Janjua, Vlado Vivoda, Chengjian Xu | University of Groningen; Deakin University; The University of Queensland; … |

## Cite this page

Scholar4AI. (2026). Deakin University. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/institutions/deakin-university

```bibtex
@misc{scholar4ai-institutions-deakin-university,
  author = {{Scholar4AI}},
  title = {Deakin University},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/institutions/deakin-university}},
  urldate = {2026-11-03},
  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/).