PUBLICATIONS
Articles
Wang, X., Lin, Y.-W., Han, W., & Qiu, L. (2025). When gig workers no longer gig: The impact of California Assembly Bill 5 on the online labor market. Forthcoming in Information Systems Research.
Lin, Y.-W., Yang, S., Han, W., & Lu, J.G. (2024). The Black Lives Matter movement mitigates bias against racial minority actors. Proceedings of the National Academy of Sciences (PNAS), 121 (29), e2307726121.
Lin, Y.-W., Zhou, Y., Faghri, F., Shaw, M. J., & Campbell, R. H. (2019). Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory. PLOS ONE, 14(7).
Book Chapter
Lin, Y.-W., Karhade, P., Chang, H., Shaw, M. J. (2023). Machine learning for decision support in the ICU. Encyclopedia of Data Science and Machine Learning. IGI Global.
Conference Proceedings
Lin, Y.-W., Yang, S., Han, W. (2023). The impact of social movement on racial diversification initiatives: Evidence from the movie industry, 56th Hawaii International Conference on Systems Science (HICSS-56 2023).
Wang, X., Lin, Y.-W., Han, W. (2023). Does regulation help? The impact of California‘s AB5 on gig workers, 56th Hawaii International Conference on Systems Science (HICSS-56 2023).
Lin, Y.-W., Ivanov, A., Chang, H., Shaw, M. J. (2021). Role of telehealth adoption in shaping perceived quality of care: Empirical analysis, International Conference on Information Systems 2021 Proceedings (Full Research Paper).
Lin, Y.-W., Ahsen, M. E., Shaw, M. J., and Seshadri S. (2019). The impacts of patients' sentiment trajectory features on their willingness to share in online support groups, International Conference on Information Systems 2019 Proceedings (Full Research Paper).
Media Mentions & Contributions
Lin, Y.-W., Yang, S., Han, W., & Lu, J. G. (2024, November 8). Social movements boost appreciation for minority stars in media. Character & Context Blog of the Society for Personality and Social Psychology (SPSP).
MANUSCRIPT UNDER REVISION
Lin, Y.-W., Han, W., Wang, X., & Qiu, L. Unintended effects of DEI regulations on female workers – Evidence from gig economy. (Under revision at MIS Quarterly)
– Conference Presentations: MISQ Virtual Author Development Workshop 2024, CIST 2024
Lin, Y.-W., Yang, S., & Garimella, A., Past, present, and future focus in entrepreneurial narratives: How does language temporal structure influence fundraising performance? (Under revision at Information & Management)
– Conference Presentations: CIST 2019
WORKING PAPERS
Yang, S., Goncalo, J.A., Khessina, O.M., Emich, K.J., Lin, Y.-W. Authentically creative? Identifying and reconciling the tension between authenticity and creativity. AOM 2021, ACR 2021
Lin, Y.-W., Ahsen, M. E., Seshadri S., Shaw, M. J. Impact of patients’ sentiment dynamic features on their willingness to engage in knowledge-sharing behavior in online support groups. ICIS 2019, CIST 2021
Lin, Y.-W., Ivanov, A., Chang, H., Shaw, M. J. Role of telehealth adoption in shaping perceived quality of care: Empirical analysis. ICIS 2021
CONFERENCE PRESENTATIONS (* Denotes presenter)
Lin, Y.-W.*, Han, W., Wang, X., & Qiu, L. Unintended effects of DEI regulations on female workers – Evidence from gig economy. Conference of Information Systems and Technology (CIST), Seattle, WA, October 2024.
Yang, S.*, Lin, Y.-W., Han, W., & Hahl, O.* The dual pressures of gender equality: What women’s cinematic presence can teach us about reception of DEI initiatives. People and Organizations Conference at Wharton School, September 2024.
Lin, Y.-W., Yang, S.*, Han, W., & Lu, J. G. The Black Lives Matter movement mitigates bias against racial minority actors. Academy of Management Annual Meeting, Chicago, August 2024
Lin, Y.-W., Han, W.*, Wang, X., & Qiu, L. Unintended effects of DEI regulations on female workers – Evidence from gig economy. MISQ Virtual Author Development Workshop, June 2024.
Lin, Y.-W.*, Yang, S., Han, W. The impact of social movement on racial diversification initiatives: Evidence from the movie industry. 56th Hawaii International International Conference on Systems Science (HICSS), Hawaii, January 2023
Wang, X.*, Lin, Y.-W., Han, W. Does regulation help? The impact of California‘s AB5 on Gig Workers. 56th Hawaii International International Conference on Systems (HICSS), Hawaii, January 2023
Lin, Y.-W.*, Yang, S., Han, W. For real or for show? Impact of racial diversification in main cast in the context of the new media-enabled social movement. Conference of Information Systems and Technology (CIST), Indianapolis, IN, October 2022.
Wang, X.*, Lin, Y.-W., Han, W. When gig workers no longer gig: The impact of California Assembly Bill 5 on the online labor market. Conference of Information Systems and Technology (CIST), Indianapolis, IN, October 2022.
Lin, Y.-W.*, Ivanov, A., Chang, H., Shaw, M. J. Role of telehealth adoption in shaping perceived quality of care: Empirical analysis. International Conference on Information Systems (ICIS), Austin, TX, December 2021.
Lin, Y.-W.*, Ahsen, M. E., Seshadri S., Shaw, M. J. Impact of patients’ sentiment dynamic features on their willingness to engage in knowledge-sharing behavior in online support groups. Conference of Information Systems and Technology (CIST), Newport Beach, CA, October 2021.
Lin, Y.-W.*, Ivanov, A., Chang, H., Shaw, M. J. Role of telehealth adoption in shaping perceived quality of care: Empirical analysis. Conference of the Chinese Scholars Association for Management Science and Engineering (CSAMSE), Shanghai, China, July 2021.
Lin, Y.-W.*, Yang, S., Garimella, A., Shaw, M. J., Past, present, and future focus in entrepreneurial narratives: How does language temporal structure influence fundraising performance? Conference of Information Systems and Technology (CIST), Virtual Event, November 2020.
Yang, S.*, Chen, J., & Lin, Y.-W. Time in the past is real and honest: The role of nostalgia in enhancing authenticity. The Association for Consumer Research conference (ACR), Virtual Event, October 2020
Lin, Y.-W.*, Ahsen, M. E., Shaw, M. J., and Seshadri S. The impacts of patients' sentiment trajectory features on their willingness to share in online support groups. International Conference on Information Systems (ICIS), Munich, Germany, December 2019.
Lin, Y.-W.*, Shaw, M. J. Deep learning from multiple sources of data: Applications in precision medicine. Workshop on e-Business (WeB), Munich, Germany, December 2019.
INVITED: Lin, Y.-W.*, Ahsen, M. E., Shaw, M. J., and Seshadri S. The impacts of patients' sentiment trajectory features on their willingness to share in online support groups. INFORMS Annual Meeting, Seattle, WA, November 2019.
Lin, Y.-W.*, & Shaw, M. J., Analysis and prediction of individual acceptable states for successful invasive ventilator weaning in intensive care units with deep learning. Conference on Health IT and Analytics (CHITA), Washington, DC, November 2018
Sun, R.*, Lin, Y., Shaw, M. J., Machine learning and deep learning for healthcare decision support: Multiple imputation improves predictions - A clinical example of ICU readmission. Conference on Health IT and Analytics (CHITA), Washington, DC, November 2018
Lin, Y.-W.*, Han, W., Shaw, M. J., Yi, Y., and Zhang, K. Discovering hidden B2C relations using engagement data in social media: The heterogeneous information network models, INFORMS Workshop on Data Science, Houston, TX, October 2017