DAVID MIN-HENG WANG

A behavioral scientist specializing in computational and experimental methods to address cognitive biases on online platforms, and a data scientist applying causal inference and machine learning to solve complex, decision-driven problems.

• IBM Metro Pulse Data & Analytics Challenge, 1st Place, Columbia University
• Academic Excellence Award, Top 5% of class, National Taiwan University

• Fairness in Predicting Cancer Mortality Across Racial Subgroups, Ganta, T., Kia, A., Parchure, P., Wang, M. H., Besculides, M., Mazumdar, M., Smith, C. B., JAMA Network Open, 7, 7, e2421290, 2024
• Dealing with missing data in multi-informant studies: A comparison of approaches., Chen, P. Y., Jia, F., Wu, W., Wang, M. H., Chao, T. Y., Behavior Research Methods, 1-22, 2024
• Improving serious illness conversations in oncology: A machine learning approach that integrates natural language processing for mortality prediction., Vargas, M., Graham, L., Wang, M.-H., Gorbenko, K. O., Mazumdar, M., Smith, C. B., Kia, A., JCO Oncology Practice, 19, 11_suppl, 590-590, 2023
• Perceived Need-Supportive Parenting and Adolescents' Adaptation: The Cross-Lagged Mediating Effect of Dual Autonomous Capacity, Yeh, K. H., Wu, C. W., Wang, M. H., Indigenous Psychological Research in Chinese Societies, 45, 57-92, 2016

• Hope Hurts: Expectations-based Reference Dependence in Yelp Review, Huang, Y. K., Wang, M. H., Zhan, S., 2021, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3891195
• "To know or not to know?" Cross-cultural contrasts in information preferences: Leveraging the partial scalar invariance model., Wang, M.-H., Hagmann, D., Sheen, G. C.-H., Ho, E., Chen, P.-Y., 2024
• Succinct and efficient: Optimizing risk-taking propensity measurement (DOSPERT) with artificial intelligence techniques., Wang, M.-H., Sheen, G. C.-H., Chen, P.-Y., Ho, E., 2024

Calculus, Linear Algebra, Psychometrics, Dynamic Network Analysis, Mathematical Statistics, Data Mining, Machine Learning, Econometrics, Text Analysis, Multilevel Models, Discrete Choice Model.