---
title: "National Science and Technology Council"
description: "From 2017 to 2026 (so far), National Science and Technology Council was named as a funder of 1,080 papers in the tracked journals, most of them in finance (219), operations research (218) and AI (180). It ranks #27 among the funders of the tracked journals' papers from 2023 to 2025."
url: https://scholar4ai.com/funders/national-science-and-technology-council
markdown_url: https://scholar4ai.com/funders/national-science-and-technology-council.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From 2017 to 2026 (so far), National Science and Technology Council was named as a funder of 1,080 papers in the tracked journals, most of them in finance (219), operations research (218) and AI (180). (as of 2026-10-31)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-31T17:45:59+09:00
window: 2026-10-02 to 2026-10-31
source: OpenAlex (CC0)
---

# National Science and Technology Council

Papers in the tracked journals that name National Science and Technology Council as a funder. Funders are the organisations OpenAlex links to a paper from its funding information (Crossref metadata and the paper's acknowledgements); a paper counts once for each funder it names. Grant numbers are not shown.

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

## Key findings

- From 2017 to 2026 (so far), National Science and Technology Council was named as a funder of 1,080 papers in the tracked journals, most of them in finance (219), operations research (218) and AI (180).
- It ranks #27 among the funders of the tracked journals' papers from 2023 to 2025.
- 331 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were National Cheng Kung University (122), National Taiwan University (121) and National Yang Ming Chiao Tung University (115).
- The journals publishing most of them were Computers & Industrial Engineering (69), Expert Systems with Applications (68) and Pacific-Basin Finance Journal (51).
- The most-cited of them is “Empowering ChatGPT with guidance mechanism in blended learning: effect of self-regulated learning, higher-order thinking skills, and knowledge construction” (International Journal of Educational Technology in Higher Education, 2024), with 271 citations.

## 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) | 0 | 0 | 0 | 1 | 1 | 3 | 48 | 67 | 51 | 48 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 2 | 38 | 49 | 70 | 59 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 2 | 23 | 31 | 58 | 66 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 23 | 53 | 33 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 23 | 32 | 24 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 16 | 15 | 23 | 14 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 15 | 13 | 9 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 1 | 8 | 8 | 10 | 15 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 6 | 6 | 8 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 6 | 9 | 9 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 3 | 7 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 3 | 0 |
| All categories | 0 | 0 | 0 | 1 | 1 | 8 | 198 | 249 | 331 | 292 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 69 |
| 2 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 68 |
| 3 | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | 51 |
| 4 | [Annals of Operations Research](https://scholar4ai.com/journals/annals-of-operations-research.md) | 37 |
| 5 | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 28 |
| 6 | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 27 |
| 7 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 27 |
| 8 | [Review of Quantitative Finance and Accounting](https://scholar4ai.com/journals/review-of-quantitative-finance-and-accounting.md) | 22 |
| 9 | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 20 |
| 10 | [The International Journal of Management Education](https://scholar4ai.com/journals/the-international-journal-of-management-education.md) | 20 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | National Cheng Kung University | 122 |
| 2 | National Taiwan University | 121 |
| 3 | National Yang Ming Chiao Tung University | 115 |
| 4 | National Tsing Hua University | 93 |
| 5 | National Chengchi University | 79 |
| 6 | Feng Chia University | 67 |
| 7 | National Central University | 58 |
| 8 | National Sun Yat-sen University | 56 |
| 9 | National Taipei University | 55 |
| 10 | National Taiwan University of Science and Technology | 45 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Taiwan | 1,039 |
| 2 | United States | 114 |
| 3 | China | 95 |
| 4 | Australia | 31 |
| 5 | Vietnam | 30 |
| 6 | Japan | 26 |
| 7 | Indonesia | 25 |
| 8 | United Kingdom | 24 |
| 9 | South Korea | 15 |
| 10 | Hong Kong | 13 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | Taiwan | 53 |
| 2 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 33 |
| 3 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 32 |
| 4 | Taiwan stock market | 23 |
| 5 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 23 |
| 6 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 16 |
| 7 | retail investors | 14 |
| 8 | [moderating effect](https://scholar4ai.com/keywords/moderating-effect.md) | 13 |
| 9 | feature selection | 12 |
| 10 | gender differences | 12 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 271 | 8.5 | [Empowering ChatGPT with guidance mechanism in blended learning: effect of self-regulated learning, higher-order thinking skills, and knowledge construction](https://doi.org/10.1186/s41239-024-00447-4) | [International Journal of Educational Technology in Higher Education](https://scholar4ai.com/journals/international-journal-of-educational-technology-in-higher-education.md) | 2024-03-03 | Hsin‐Yu Lee, Pei-Hua Chen, Wei‐Sheng Wang et al. |
| 2 | 120 | 3.3 | [Can AI chatbots help retain customers? An integrative perspective using affordance theory and service-domain logic](https://doi.org/10.1016/j.techfore.2023.122921) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2023-10-18 | Chia‐Ying Li, Yu‐Hui Fang, Yu-Hung Chiang |
| 3 | 98 | 3.0 | [Artificial intelligence innovation of tourism businesses: From satisfied tourists to continued service usage intention](https://doi.org/10.1016/j.ijinfomgt.2024.102757) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2024-01-25 | Edward C.S. Ku, Chun-Der Chen |
| 4 | 92 | 2.3 | [It is not merely a chat: Transforming chatbot affordances into dual identification and loyalty](https://doi.org/10.1016/j.jretconser.2023.103447) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 2023-06-12 | Kuo‐Wei Lee, Chia‐Ying Li |
| 5 | 89 | 3.3 | [Digital transformation in manufacturing industries: Effects of firm size, product innovation, and production type](https://doi.org/10.1016/j.techfore.2024.123624) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2024-08-07 | Chia-Hung Wu, Che-Wei Chou, Chen–Fu Chien et al. |
| 6 | 83 | 2.2 | [Leveraging computer vision for adaptive learning in STEM education: effect of engagement and self-efficacy](https://doi.org/10.1186/s41239-023-00422-5) | [International Journal of Educational Technology in Higher Education](https://scholar4ai.com/journals/international-journal-of-educational-technology-in-higher-education.md) | 2023-09-28 | Ting‐Ting Wu, Hsin‐Yu Lee, Wei‐Sheng Wang et al. |
| 7 | 80 | 2.0 | [Enhancing brand love, customer engagement, brand experience, and repurchase intention: Focusing on the role of gamification in mobile apps](https://doi.org/10.1016/j.dss.2023.114020) | [Decision Support Systems](https://scholar4ai.com/journals/decision-support-systems.md) | 2023-06-01 | Chia‐Lin Hsu |
| 8 | 70 | 1.9 | [Causal complexity analysis of ESG performance](https://doi.org/10.1016/j.jbusres.2023.114327) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2023-10-10 | Kun‐Huang Huarng, Tiffany Hui‐Kuang Yu |
| 9 | 68 | 2.0 | [The empirical study of digital marketing strategy and performance in small and medium-sized enterprises (SMEs)](https://doi.org/10.1016/j.techfore.2023.123142) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2024-01-04 | Chih‐Wen Wu, Dolores Botella-Carrubí, Cristina Blanco González‐Tejero |
| 10 | 65 | 1.7 | [Staging a comeback? The influencing mechanism of tourist crowding perception on adaptive behavior](https://doi.org/10.1016/j.tourman.2023.104827) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | 2023-08-10 | Jie Yin, Yun Cheng, Yensen Ni |

## Cite this page

Scholar4AI. (2026). National Science and Technology Council. Journal Research Rankings. Retrieved October 31, 2026, from https://scholar4ai.com/funders/national-science-and-technology-council

```bibtex
@misc{scholar4ai-funders-national-science-and-technology-council,
  author = {{Scholar4AI}},
  title = {National Science and Technology Council},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/funders/national-science-and-technology-council}},
  urldate = {2026-10-31},
  note = {Journal 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/).