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Jan. 2020-Jul. 2021 Research Assistant Institute of Sociology, Academia Sinica
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學歷
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Sep 2021-Mar 2025 Doctor of Philosophy, Psychology. National Taiwan University, Taiwan
Sep 2015-Jan. 2019 Master of Science, Psychology, National Taiwan University, Taiwan
Sep. 2009-Jun. 2015 Bachelor of Science, Applied Mathematics, Chung Yuan Christian University, Taiwan
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獲頒榮譽
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Dec. 2019 Master Thesis Award Chinese Association of Psychological Testing, Taiwan
Nov. 2019 The Su Shiang-Yeu Master Thesis Award Taiwanese Psychological Association, Taiwan
Jun. 2019 Dean's Award College of Science, National Taiwan University, Taiwan
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Sep. 2024-Mar. 2025 The Graduate Students Study Abroad Program (千里馬計畫)
113-2917-I-002-041- National Science and Technology Council, Taiwan, Kellogg School of Management, Northwestern University
Sep. 2021-Mar. 2025 Outstanding Scholarship for Ph.D. Students, National Science and Technology Council, Taiwan
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研究興趣或專長領域
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Item Response Theory, Relational data modeling, Decision-making model, Measurement development and evaluation, Network data analysis, Applications of ML and DL in social science
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著作發表
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專業期刊與著作
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- Leng, C. H., Böckenholt, U., Lee, H. W., & Yao, G. (2025). Item Response Models for Rating Relational Data. Psychometrika. (SCIE/SSCI). (Accepted).
- Chang, H. T., Hua, M. S., Chiu, M. J., Chen, T. F., Chiu, P. Y., Lai, Y. M., Leng, C. H., & Lin, L. C. (2025). Optimal Detection of Cognitive and Subjective Cognitive Complaint Patterns in Patients with Mild Cognitive Impairment using Machine Learning Models. Chinese Journal of Psychology, 67 (1), 67-100. DOI:10.6129/CJP.202503_67(1).0004 (TSSCI).
- Leng, C. H., & Yao, G. (2024). Developing an Abbreviated WHOQOL-BREF for Patients with Major Chronic Diseases with the Assistance of Item Response Theory (IRT). Taiwan Journal of Public Health/Taiwan Gong Gong Wei Sheng Za Zhi, 43(1). (TSSCI).
- Leng, C. H., Tsai, C. S., Chan, T. C., & Lee, H. W. (2023). Quality of life in multiple scenarios: The Impact of Work Mode and Social Contact Quantity. Frontiers in Psychology. 14:1018415. https://doi.org/10.3389/fpsyg.2023.1018415.(SSCI).
- Lee, H. W., Leng, C. H., & Chan, T. C. (2022). Determinants of Personal Vaccination Hesitancy before and after the Mid-2021 COVID-19 Outbreak in Taiwan. Plos one, 17(7), e0270349. (SCIE).
- Leng, C. H., Huang, H. Y., & Yao, G. (2020). A Social Desirability Item Response Theory Model: Retrieve–Deceive–Transfer. Psychometrika, 85(1), 56-74. (SCIE/SSCI).
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學位論文與專書論文
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Lee, H. W.†, Leng, C. H.†, & Tsai, C. S.† (2024). To Stay or to Leave? A Study of Noncompliance of COVID-19 Quarantine Regulations in Taiwan. In Taiwan’s COVID-19 Experience (pp. 155-177). Routledge. †: contributed equally.
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研討會發表
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- Lin, L. C., Leng, C. H., & Yao, G. (2025). Detecting the Risk of Suicide Attempts among First-year College Students: Machine Learning Approach. 2025 International Conference on Medical and Health Informatics, May. 16-18, 2025, Kyoto, Japan.
- Leng, C. H., Lin, L. C. & Yao, G. (2024). Analyzing and Visualizing the Developing Trends and Intervention Effects on Psychological Counseling Using Social Network Analysis: the Taiwan Example. 2024 HKICEPS: International Conference on Education, Psychology, and Society, Aug. 1-3, 2024, Hokkaido, Japan.
- Leng, C. H., Lin, L. C., & Yao, G. (2022). Developing an Abbreviated WHOQOL-BREF for Patients with Major Chronic Diseases Using the IRT Model. International Society for Pharmacoeconomics and Outcomes Research (ISPOR) 25th Annual European Congress, Nov. 6-9, 2022, Vienna, Austria.
- Chiang, Y. L., Leng, C. H., & Lee, H. W. (2020). Hypergamy or Homogamy? Spousal Choices among Taiwanese Young Adults. 2020 The 8th Conference of Taiwan Youth Project, Nov. 20, 2020, Taipei, Taiwan.
- Leng, C. H., Huang, H. Y., & Yao, G. (2019). An Item Response Theory Model for Socially Desirable Behavior. 2019 Annual Conference of Chinese Association of Psychological Testing, Dec. 8, 2019, Taipei, Taiwan. (invited speech for Master Thesis Award)
- Leng, C. H., Yao, G., & Huang, H. Y. (2016). Multidimensional Rating Scale Model for Testlets. Conference of Asia-Pacific Education Research Association (APERA) – Taiwan Educational Research Association (TERA), Nov. 10-12, 2016, Kaohsiung, Taiwan.
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