---
title: "Macquarie University: research profile and papers"
description: "Research profile of Macquarie University: 1,520 papers in 400 tracked journals since 2017, mostly AI and economics; h-index 706."
url: https://scholar4ai.com/institutions/macquarie-university
markdown_url: https://scholar4ai.com/institutions/macquarie-university.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Research profile of Macquarie University: 1,520 papers in 400 tracked journals since 2017, mostly AI and economics; h-index 706. (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)
---

# Macquarie University

- 0 papers in the last 7 days
- country: Australia
- web domain: mq.edu.au

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

## Key findings

- Macquarie University was involved in 9 papers in the last 30 days (2026-10-04 to 2026-11-02), ranking #121 of 3,191 institutions.
- Most of them appeared in Industrial Marketing Management (1), Statistics and Computing (1) and International Review of Economics & Finance (1).
- Countries: Australia (9), China (4) and United Kingdom (2).
- From 2023 to 2025, Macquarie University ranks #1 in accounting.
- From 2017 to 2026 (so far), authors at Macquarie University took part in 1,520 papers in the tracked journals, most of them in AI (314), economics (304) and finance (301).
- 187 of them were published in 2025, against 74 in 2017.
- Since 2023, the institutions with the most of these papers were University of Technology Sydney (50), UNSW Sydney (45) and The University of Sydney (41).
- The journals publishing most of them were Pattern Recognition (32), Energy Economics (32) and IEEE Transactions on Knowledge and Data Engineering (29).
- The most-cited of them is “A Comprehensive Survey on Graph Anomaly Detection With Deep Learning” (IEEE Transactions on Knowledge and Data Engineering, 2021), with 849 citations.
- Across everything OpenAlex indexes, Macquarie University has 98,682 works with 5,798,146 citations (h-index 706).
- The tracked journals hold 1,357 of its 50,287 works in OpenAlex from 2017 to 2025 (2.7%).
- Its main research topics in OpenAlex are Geological and Geochemical Analysis (2,861), Stellar, planetary, and galactic studies (2,268) and Animal Behavior and Reproduction (1,706).

## In the rankings

Top institutions, 2023–2025: [#1 in accounting](https://scholar4ai.com/rankings/institutions-by-year/accounting.md)

## 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) | 5 | 7 | 6 | 25 | 30 | 26 | 41 | 59 | 69 | 46 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 15 | 23 | 30 | 32 | 38 | 42 | 36 | 40 | 18 | 30 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 14 | 19 | 18 | 37 | 44 | 36 | 29 | 31 | 42 | 31 |
| [Management](https://scholar4ai.com/categories/management.md) | 12 | 12 | 11 | 18 | 35 | 27 | 23 | 32 | 20 | 10 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 3 | 3 | 1 | 10 | 9 | 14 | 10 | 18 | 11 | 12 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 9 | 5 | 5 | 10 | 6 | 13 | 7 | 15 | 5 | 10 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 6 | 5 | 6 | 7 | 4 | 9 | 2 | 13 | 4 | 5 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 4 | 3 | 4 | 2 | 9 | 5 | 3 | 5 | 3 | 7 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 2 | 2 | 1 | 2 | 7 | 7 | 5 | 7 | 8 | 3 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 1 | 6 | 2 | 3 | 7 | 4 | 2 | 5 | 6 | 7 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 2 | 1 | 1 | 4 | 1 | 6 | 1 | 3 | 1 | 1 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 1 | 0 | 1 | 2 | 3 | 2 | 0 | 1 | 0 | 1 |
| All categories | 74 | 86 | 86 | 152 | 193 | 191 | 159 | 229 | 187 | 163 |

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

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 32 |
| 2 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 32 |
| 3 | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 29 |
| 4 | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 27 |
| 5 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 26 |
| 6 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 23 |
| 7 | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | 19 |
| 8 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 19 |
| 9 | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 18 |
| 10 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 17 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | University of Technology Sydney | 50 |
| 2 | [UNSW Sydney](https://scholar4ai.com/institutions/unsw-sydney.md) | 45 |
| 3 | [The University of Sydney](https://scholar4ai.com/institutions/the-university-of-sydney.md) | 41 |
| 4 | University of Newcastle Australia | 24 |
| 5 | [Wuhan University](https://scholar4ai.com/institutions/wuhan-university.md) | 24 |
| 6 | [Beihang University](https://scholar4ai.com/institutions/beihang-university.md) | 22 |
| 7 | [Griffith University](https://scholar4ai.com/institutions/griffith-university.md) | 21 |
| 8 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 19 |
| 9 | [Monash University](https://scholar4ai.com/institutions/monash-university.md) | 19 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Australia | 738 |
| 2 | China | 341 |
| 3 | United States | 75 |
| 4 | United Kingdom | 69 |
| 5 | New Zealand | 29 |
| 6 | France | 25 |
| 7 | Canada | 23 |
| 8 | India | 20 |
| 9 | Germany | 18 |
| 10 | Italy | 18 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [China](https://scholar4ai.com/keywords/china.md) | 35 |
| 2 | [graph neural networks](https://scholar4ai.com/keywords/graph-neural-networks.md) | 24 |
| 3 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 22 |
| 4 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 21 |
| 5 | [Chinese listed companies](https://scholar4ai.com/keywords/chinese-listed-companies.md) | 20 |
| 6 | state-owned enterprises | 20 |
| 7 | [contrastive learning](https://scholar4ai.com/keywords/contrastive-learning.md) | 17 |
| 8 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 17 |
| 9 | [large language models](https://scholar4ai.com/keywords/large-language-models.md) | 16 |
| 10 | corporate social responsibility | 15 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 849 | 14.0 | [A Comprehensive Survey on Graph Anomaly Detection With Deep Learning](https://doi.org/10.1109/tkde.2021.3118815) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2021-10-10 | Xiaoxiao Ma, Jia Xin Wu, Shan Xue et al. |
| 2 | 766 | 10.1 | [Cybersecurity data science: an overview from machine learning perspective](https://doi.org/10.1186/s40537-020-00318-5) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2020-07-01 | Iqbal Hasan Sarker, A. S. M. Kayes, Shahriar Badsha et al. |
| 3 | 500 | 9.0 | [A Comprehensive Survey on Community Detection With Deep Learning](https://doi.org/10.1109/tnnls.2021.3137396) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2022-03-09 | Xing Su, Shan Xue, Fanzhen Liu et al. |
| 4 | 469 | 7.3 | [Green credit policy and firm performance: What we learn from China](https://doi.org/10.1016/j.eneco.2021.105415) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2021-06-29 | Shouyu Yao, Yuying Pan, Ahmet Şensoy et al. |
| 5 | 459 | 5.3 | [Infrared and visible image fusion via detail preserving adversarial learning](https://doi.org/10.1016/j.inffus.2019.07.005) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2019-07-22 | Jiayi Ma, Pengwei Liang, Wei Yu et al. |
| 6 | 453 | 4.8 | [R&D intensity and carbon emissions in the G7: 1870–2014](https://doi.org/10.1016/j.eneco.2018.12.020) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2018-12-27 | Sefa Awaworyi Churchill, John Nkwoma Inekwe, Russell Smyth et al. |
| 7 | 452 | 10.1 | [The Ethical Implications of Artificial Intelligence (AI) For Meaningful Work](https://doi.org/10.1007/s10551-023-05339-7) | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | 2023-02-10 | Sarah Bankins, Paul Formosa |
| 8 | 440 | 5.7 | [Does board gender diversity affect renewable energy consumption?](https://doi.org/10.1016/j.jcorpfin.2020.101665) | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 2020-06-05 | Muhammad Atif, Mohammed Mosaraf Hossain, Md Samsul Alam et al. |
| 9 | 405 | 6.6 | [Stock market reactions to adverse ESG disclosure via media channels](https://doi.org/10.1016/j.bar.2021.101045) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 2021-09-14 | Jin Boon Wong, Qin Zhang |
| 10 | 401 | 5.7 | [A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning](https://doi.org/10.1109/tkde.2021.3104155) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2021-01-01 | Di Jin, Zhizhi Yu, Pengfei Jiao et al. |

## In OpenAlex

*Macquarie University in OpenAlex*

| Item | Value |
|---|---|
| Type | University |
| Location | Sydney, New South Wales, Australia |
| Units listed in OpenAlex | 5 |
| Works in OpenAlex | 98,682 |
| Citations | 5,798,146 |
| h-index | 706 |
| i10-index | 79,865 |
| 2-year mean citedness | 4.75 |
| Website | [www.mq.edu.au](https://www.mq.edu.au) |
| ROR | [ror.org/01sf06y89](https://ror.org/01sf06y89) |
| OpenAlex | [openalex.org/I99043593](https://openalex.org/I99043593) |

*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) | 5,731 | 222,775 | 163 | 2.8% |
| 2025 | 6,218 | 286,436 | 187 | 3.0% |
| 2024 | 6,238 | 276,973 | 229 | 3.7% |
| 2023 | 5,863 | 257,962 | 159 | 2.7% |
| 2022 | 5,978 | 243,650 | 191 | 3.2% |
| 2021 | 6,375 | 238,365 | 193 | 3.0% |
| 2020 | 5,832 | 197,865 | 152 | 2.6% |
| 2019 | 4,981 | 160,032 | 86 | 1.7% |
| 2018 | 4,779 | 132,652 | 86 | 1.8% |
| 2017 | 4,023 | 113,949 | 74 | 1.8% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Geological and Geochemical Analysis | Earth and Planetary Sciences | 2,861 |
| 2 | Stellar, planetary, and galactic studies | Physics and Astronomy | 2,268 |
| 3 | Animal Behavior and Reproduction | Agricultural and Biological Sciences | 1,706 |
| 4 | Galaxies: Formation, Evolution, Phenomena | Physics and Astronomy | 1,581 |
| 5 | Astronomy and Astrophysical Research | Physics and Astronomy | 1,374 |

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 |
|---|---|---|---|---|
| 2026-10-23 | [Foreign knowledge spillovers and new product development speed in boundary-spanning teams: A sufficiency–necessity perspective on digital interoperability and collaborative conflict resolution capabilities](https://doi.org/10.1016/j.indmarman.2026.10.006) | [Industrial Marketing Management](https://scholar4ai.com/journals/industrial-marketing-management.md) | Charles Baah, Yaw Agyabeng‐Mensah, Ebenezer Afum et al. | Charles Darwin University; Macquarie University; University of Bristol; … |
| 2026-10-16 | [Interpretable models for forecasting high-dimensional functional time series](https://doi.org/10.1007/s11222-026-10993-8) | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | Han Lin Shang, Cristian Felipe Jiménez Varón | Macquarie University; University of York |
| 2026-10-09 | [Executive sustainability cognition and corporate innovation: Evidence from China](https://doi.org/10.1016/j.iref.2026.105961) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Qian Cheng, Yuhao Yang, Jianyu Zhao | Renmin University of China; Macquarie University; Central University of Finance and Economics |
| 2026-10-08 | [Is There a Human Premium in Negotiations? A Relational-Economic Tradeoff in Human vs. AI Bargaining](https://doi.org/10.1007/s10726-026-10027-8) | [Group Decision and Negotiation](https://scholar4ai.com/journals/group-decision-and-negotiation.md) | Alexandra A. Mislin, Daniel Druckman, Louise Serre | American University; George Mason University; The University of Queensland; … |
| 2026-10-08 | [Chatbot service quality in omnichannel retailing: Effects of ChatbotSQ on decision confidence and customer behavior](https://doi.org/10.1016/j.jretconser.2026.105151) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | Fatimah Ali Abbas, Jamie Carlson, Syed Mahmudur Rahman et al. | University of Newcastle Australia; Jazan University; Macquarie University; … |
| 2026-10-08 | [Interpretable additive model for analyzing high-dimensional functional time series](https://doi.org/10.1016/j.jmva.2026.105722) | [Journal of Multivariate Analysis](https://scholar4ai.com/journals/journal-of-multivariate-analysis.md) | Haixu Wang, Tianyu Guan, Han Lin Shang | University of Calgary; York University; Macquarie 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; … |
| 2026-10-07 | [Being collaborative or collusive? The role of common institutional investors in corporate carbon emissions](https://doi.org/10.1016/j.eneco.2026.109639) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | Jing Zhou, Kaiwen Wu, Xiang Zhang et al. | Southwestern University of Finance and Economics; Macquarie University; Jiangxi University of Finance and Economics |
| 2026-10-06 | [The impact of industry-specific information disclosure on insider trading behavior](https://doi.org/10.1016/j.qref.2026.102246) | [The Quarterly Review of Economics and Finance](https://scholar4ai.com/journals/the-quarterly-review-of-economics-and-finance.md) | Lin Zhang, Yong Fan, Xiaoyuan Pan | Wuhan University of Technology; Macquarie University; University of International Business and Economics |

## Cite this page

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

```bibtex
@misc{scholar4ai-institutions-macquarie-university,
  author = {{Scholar4AI}},
  title = {Macquarie University},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/institutions/macquarie-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/).