---
title: "National Taiwan University: research profile and papers"
description: "Research profile of National Taiwan University: 961 papers in 480 tracked journals since 2017, mostly finance and economics; h-index 747."
url: https://scholar4ai.com/institutions/national-taiwan-university
markdown_url: https://scholar4ai.com/institutions/national-taiwan-university.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Research profile of National Taiwan University: 961 papers in 480 tracked journals since 2017, mostly finance and economics; h-index 747. (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# National Taiwan University

[Browse institution research profiles](https://scholar4ai.com/institutions/directory/page/3.md)

- 1 paper in the last 7 days
- country: Taiwan
- web domain: ntu.edu.tw

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



## Key findings

- National Taiwan University was involved in 5 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #413 of 3,880 institutions.
- Most of them appeared in Scientometrics (1), Journal of Corporate Finance (1) and The Journal of Academic Librarianship (1).
- Countries: Taiwan (5).
- From 2017 to 2026 (so far), authors at National Taiwan University took part in 961 papers in the tracked journals, most of them in finance (185), economics (177) and operations research (146).
- 106 of them were published in 2025, against 77 in 2017.
- Since 2023, the institutions with the most of these papers were National Yang Ming Chiao Tung University (32), National Chengchi University (21) and Academia Sinica (19).
- The journals publishing most of them were Review of Quantitative Finance and Accounting (24), Transportation Research Part E Logistics and Transportation Review (14) and International Review of Economics & Finance (11).
- The most-cited of them is “A strategic framework for artificial intelligence in marketing” (Journal of the Academy of Marketing Science, 2020), with 2,041 citations.
- Across everything OpenAlex indexes, National Taiwan University has 179,482 works with 14,407,418 citations (h-index 747).
- The tracked journals hold 868 of its 69,135 works in OpenAlex from 2017 to 2025 (1.3%).
- Its main research topics in OpenAlex are Particle physics theoretical and experimental studies (3,863), Quantum Chromodynamics and Particle Interactions (3,164) and Analog and Mixed-Signal Circuit Design (2,328).

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Finance](https://scholar4ai.com/categories/finance.md) | 20 | 23 | 8 | 14 | 21 | 16 | 24 | 21 | 23 | 15 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 9 | 11 | 15 | 22 | 14 | 25 | 17 | 18 | 28 | 18 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 13 | 15 | 13 | 9 | 25 | 20 | 13 | 15 | 13 | 10 |
| [AI](https://scholar4ai.com/categories/ai.md) | 6 | 11 | 14 | 20 | 14 | 14 | 14 | 13 | 14 | 17 |
| [Management](https://scholar4ai.com/categories/management.md) | 10 | 9 | 6 | 6 | 9 | 8 | 6 | 8 | 4 | 8 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 5 | 7 | 9 | 4 | 6 | 9 | 10 | 13 | 6 | 5 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 4 | 5 | 7 | 4 | 3 | 10 | 3 | 8 | 7 | 7 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 4 | 6 | 2 | 3 | 2 | 5 | 3 | 2 | 9 | 4 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 4 | 1 | 2 | 3 | 4 | 2 | 5 | 6 | 1 | 0 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 2 | 0 | 2 | 1 | 2 | 0 | 4 | 1 | 4 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 2 | 1 | 3 | 2 | 1 | 0 | 0 | 5 | 0 | 2 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 3 | 2 | 0 | 1 | 1 | 0 | 0 | 3 |
| All categories | 77 | 91 | 82 | 91 | 100 | 112 | 96 | 113 | 106 | 93 |

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

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Review of Quantitative Finance and Accounting](https://scholar4ai.com/journals/review-of-quantitative-finance-and-accounting.md) | 24 |
| 2 | [Transportation Research Part E Logistics and Transportation Review](https://scholar4ai.com/journals/transportation-research-part-e-logistics-and-transportation-review.md) | 14 |
| 3 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 11 |
| 4 | [Scientometrics](https://scholar4ai.com/journals/scientometrics.md) | 10 |
| 5 | [Social Science & Medicine](https://scholar4ai.com/journals/social-science-medicine.md) | 10 |
| 6 | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 9 |
| 7 | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | 9 |
| 8 | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 9 |
| 9 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 8 |
| 10 | [Transport Policy](https://scholar4ai.com/journals/transport-policy.md) | 8 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | National Yang Ming Chiao Tung University | 32 |
| 2 | National Chengchi University | 21 |
| 3 | Academia Sinica | 19 |
| 4 | National Taipei University | 18 |
| 5 | Fu Jen Catholic University | 16 |
| 6 | National Taiwan University Hospital | 16 |
| 7 | [Yuan Ze University](https://scholar4ai.com/institutions/yuan-ze-university.md) | 16 |
| 8 | National Cheng Kung University | 15 |
| 9 | Institute of Economics, Academia Sinica | 12 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Taiwan | 408 |
| 2 | United States | 89 |
| 3 | China | 54 |
| 4 | Hong Kong | 24 |
| 5 | United Kingdom | 21 |
| 6 | Japan | 14 |
| 7 | Singapore | 14 |
| 8 | Canada | 13 |
| 9 | India | 10 |
| 10 | South Korea | 10 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | Taiwan | 38 |
| 2 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 12 |
| 3 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 11 |
| 4 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 8 |
| 5 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 7 |
| 6 | [R&D investment](https://scholar4ai.com/keywords/r-d-investment.md) | 6 |
| 7 | [abnormal returns](https://scholar4ai.com/keywords/abnormal-returns.md) | 6 |
| 8 | [artificial intelligence](https://scholar4ai.com/keywords/artificial-intelligence.md) | 6 |
| 9 | [gender differences](https://scholar4ai.com/keywords/gender-differences.md) | 6 |
| 10 | [income inequality](https://scholar4ai.com/keywords/income-inequality.md) | 6 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,041 | 28.3 | [A strategic framework for artificial intelligence in marketing](https://doi.org/10.1007/s11747-020-00749-9) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2020-11-04 | Ming‐Hui Huang, Roland T. Rust |
| 2 | 963 | 10.8 | [Temporal pattern attention for multivariate time series forecasting](https://doi.org/10.1007/s10994-019-05815-0) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | 2019-06-11 | Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee |
| 3 | 560 | 6.1 | [Vehicle routing problem with drones](https://doi.org/10.1016/j.trb.2019.03.005) | [Transportation Research Part B Methodological](https://scholar4ai.com/journals/transportation-research-part-b-methodological.md) | 2019-03-13 | Zheng Wang, Jiuh‐Biing Sheu |
| 4 | 458 | 6.7 | [A Framework for Collaborative Artificial Intelligence in Marketing](https://doi.org/10.1016/j.jretai.2021.03.001) | [Journal of Retailing](https://scholar4ai.com/journals/journal-of-retailing.md) | 2021-03-08 | Ming‐Hui Huang, Roland T. Rust |
| 5 | 454 | 7.5 | [Long-term macroeconomic effects of climate change: A cross-country analysis](https://doi.org/10.1016/j.eneco.2021.105624) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2021-10-18 | Matthew E. Kahn, Kamiar Mohaddes A, Ryan N. C. Ng et al. |
| 6 | 310 | 3.0 | [The relationship between CSR and performance: Evidence in China](https://doi.org/10.1016/j.pacfin.2018.04.006) | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | 2018-04-23 | Erin Hui-Chuan Kao, Chih-Chuan Yeh, Li-Hsun Wang et al. |
| 7 | 263 | 2.3 | [Technology-driven service strategy](https://doi.org/10.1007/s11747-017-0545-6) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2017-06-05 | Ming‐Hui Huang, Roland T. Rust |
| 8 | 260 | 3.2 | [DSNet: Joint Semantic Learning for Object Detection in Inclement Weather Conditions](https://doi.org/10.1109/tpami.2020.2977911) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2020-01-01 | Shih-Chia Huang, Trung-Hieu Le, Da-Wei Jaw |
| 9 | 256 | 5.9 | [International business in the digital age: Global strategies in a world of national institutions](https://doi.org/10.1057/s41267-023-00618-x) | [Journal of International Business Studies](https://scholar4ai.com/journals/journal-of-international-business-studies.md) | 2023-04-04 | Klaus E. Meyer, Jiatao Li, Keith D. Brouthers et al. |
| 10 | 252 | 3.1 | [Double machine learning with gradient boosting and its application to the Big N audit quality effect](https://doi.org/10.1016/j.jeconom.2020.01.018) | [Journal of Econometrics](https://scholar4ai.com/journals/journal-of-econometrics.md) | 2020-02-07 | Jui‐Chung Yang, Hui-Ching Chuang, Chung‐Ming Kuan |

## In OpenAlex

*National Taiwan University in OpenAlex*

| Item | Value |
|---|---|
| Type | University |
| Location | Taipei, Taiwan |
| Also known as | NTU |
| Works in OpenAlex | 179,482 |
| Citations | 14,407,418 |
| h-index | 747 |
| i10-index | 247,454 |
| 2-year mean citedness | 4.12 |
| Website | [www.ntu.edu.tw](https://www.ntu.edu.tw/) |
| ROR | [ror.org/05bqach95](https://ror.org/05bqach95) |
| OpenAlex | [openalex.org/I16733864](https://openalex.org/I16733864) |

*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) | 7,911 | 281,333 | 93 | 1.2% |
| 2025 | 9,299 | 381,792 | 106 | 1.1% |
| 2024 | 8,765 | 380,954 | 113 | 1.3% |
| 2023 | 8,167 | 363,600 | 96 | 1.2% |
| 2022 | 8,164 | 364,026 | 112 | 1.4% |
| 2021 | 7,860 | 358,550 | 100 | 1.3% |
| 2020 | 7,314 | 315,851 | 91 | 1.2% |
| 2019 | 6,817 | 269,376 | 82 | 1.2% |
| 2018 | 6,422 | 245,974 | 91 | 1.4% |
| 2017 | 6,327 | 230,007 | 77 | 1.2% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Particle physics theoretical and experimental studies | Physics and Astronomy | 3,863 |
| 2 | Quantum Chromodynamics and Particle Interactions | Physics and Astronomy | 3,164 |
| 3 | Analog and Mixed-Signal Circuit Design | Engineering | 2,328 |
| 4 | Radio Frequency Integrated Circuit Design | Engineering | 2,239 |
| 5 | Organic Electronics and Photovoltaics | Engineering | 2,160 |

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 | [Patent strategies under different innovation modes: a comparative analysis of FDA-approved blockbuster drugs using Orange Book and USPTO data](https://doi.org/10.1007/s11192-026-05886-6) | [Scientometrics](https://scholar4ai.com/journals/scientometrics.md) | Chao‐Chih Hsueh, Dar-Zen Chen, Mu-Hsuan Huang et al. | National Pingtung University of Science and Technology; National Taiwan University; Fu Jen Catholic University; … |
| 2026-10-29 | [Liability maturity opacity and debt structure: Evidence from lease accounting reform](https://doi.org/10.1016/j.jcorpfin.2026.103105) | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | Chen-Ting Lien | National Taiwan University |
| 2026-10-26 | [The value of rare books in libraries and museums: Perceptions of patrons, librarians, and curators](https://doi.org/10.1016/j.acalib.2026.103359) | [The Journal of Academic Librarianship](https://scholar4ai.com/journals/the-journal-of-academic-librarianship.md) | Yu‐Wei Chang, Hsiang-Jou Lin, Rong-Kang Pei | National Taiwan University |
| 2026-10-20 | [A socio-technical framework for generative AI integration in knowledge intensive systems: Insights from the agri-food ecosystem](https://doi.org/10.1016/j.techsoc.2026.103590) | [Technology in Society](https://scholar4ai.com/journals/technology-in-society.md) | Chun-Wei Peng, Hsin‐Lu Chang, Wang JiunHao | National Chengchi University; National Taiwan University |
| 2026-10-13 | [Diversity in opportunity sets: perspective from preferences satisficing](https://doi.org/10.1007/s00355-026-01680-8) | [Social Choice and Welfare](https://scholar4ai.com/journals/social-choice-and-welfare.md) | Wen-An Tseng | National Taiwan University |

## Cite this page

Scholar4AI. (2026). National Taiwan University. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/institutions/national-taiwan-university

```bibtex
@misc{scholar4ai-institutions-national-taiwan-university,
  author = {{Scholar4AI}},
  title = {National Taiwan University},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/institutions/national-taiwan-university}},
  urldate = {2026-11-05},
  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/).