Publications

In Press
Yian Fang, Tianyue Ma, Ming Wu, and Sian Hsiang-Te Tsuei. In Press. “Mitigating donor interests in the case of COVID-19 vaccine: the implication of COVAX and DAC membership.” BMJ Global Health. Publisher's Version
In Preparation
Sian Hsiang-Te Tsuei and Winnie CM Yip. In Preparation. “How hospitals’ autonomy affect provider payment reforms”.
Sian Hsiang-Te Tsuei and Winnie CM Yip. In Preparation. “How hospitals’ goal setting, feedback, and process standardization capacity impact provider payment reforms”.
Sian Hsiang-Te Tsuei, Michaela J Kerrissey, and Sebastian Bauhoff. In Preparation. “How personnel diversity, mutual support, and group pride affect health care organizations’ response to payment reform”.
Jacqueline Kueper, Mahzabeen Emu, Mark Banbury, Lise M Bjerre, Michael Green, Nicholas Pimlott, Steve Slade, Sian Hsiang-Te Tsuei, and Jeff Sisler. In Preparation. “Artificial Intelligence for Family Medicine Research in Canada: Current State and Future Directions”.
Submitted
Yushu Huang, Duo Xu, Hongqiao Fu, and Sian Hsiang-Te Tsuei. Submitted. “Understanding impacts of online dual practice by public hospital doctors: a qualitative study in China”.
Michaela J Kerrissey, Alcusky Matthew, Colleen Florio, and Sian Hsiang-Te Tsuei. Submitted. “Trade-offs in locational choices for care coordination resources in Accountable Care Organizations”.
2019
Sian Hsiang-Te Tsuei, Dongho Lee, Charles Ho, Glenn Regehr, and Laura Nimmon. 11/2019. “Exploring the Construct of Psychological Safety in Medical Education.” Academic Medicine, 94, 11S, Pp. S28-S35. Publisher's VersionAbstract

Purpose 

Psychological safety (PS) is recognized as key in health professions education. However, most studies exploring PS in medical education have focused on mistreatment, thus focusing on what PS is not. The authors set out to explicitly explore learners’ concept of PS in the context of medical education to better understand and define PS and its educational consequences for medical students.

Method 

This descriptive exploratory study was conducted in the context of a pilot peer-assisted learning (PAL) program. The program brought together residents and medical students for 16 semiformal learning sessions. Eight medical students from a PAL program were recruited for semistructured interviews to explore their experiences of PS. Transcripts were thematically analyzed using an inductive approach, and social ecological theory was integrated in the later stages of analysis.

Results 

Students described PS as not feeling judged. Having supportive relationships with peers and mentors improved PS. Students’ sense of PS appeared to free them to focus on learning in the present moment without considering the consequences for their image in the eyes of others. Feeling safe also seemed to facilitate relationship building with the mentors.

Conclusions 

A sense of PS appears to free learners from constantly being self-conscious about projecting an image of competence. This enables learners to be present in the moment and concentrate on engaging with the learning task at hand. The authors propose that the term “educational safety” be used to describe a relational construct that can capture the essence of what constitutes PS for learners.

2018
Sian Hsiang-Te Tsuei. 2018. “Machine Doctor: The Threat to Established Medicine from Machine Learning.” UBCMJ, 9, 1, Pp. 25-26. Publisher's VersionAbstract
The age of “Big Data” has arrived with the liberation of large amounts of digital and analog data. The data can be used to help deep learning algorithms develop sophisticated layers of computerized “neural networks” that generate increasingly accurate clinical gestalt refined over numerous iterations. Combined with the simultaneously advancing clinical capabilities of computers, autonomous “machine doctors” might begin to offer financial and operational advantages over human medical care. However, taking up such a technology should be weighed against the machine’s lack of ethical transparency and inability to improve health equity.
tsuei-proof.pdf
2017
Sian Hsiang-Te Tsuei, Veronic Clair, Victoria Mutiso, Abednego Musau, Albert Tele, Erica Frank, and David Ndetei. 2017. “Factors influencing Kenyan health professionals’ and lay health workers’ self-efficacy in screening, brief interventions, identification and treatment of complication and co-morbidities for alcohol, tobacco and other substance use disorders.” International Journal of Mental Health and Addiction, 15, 4, Pp. 766-781. Publisher's Version