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Haijing Hao

Associate Professor, Computer Information Systems
Board Member, Cambridge Community Television (CCTV)
Secretary, SIG Health, Association for Information Systems (AIS)
Steering Committee Member, Boston Computer Human Interactions (CHI), ACM
Ph. D., Carnegie Mellon University, 2012
Office: Smith Technology Center 416 | hhao@bentley.edu
                       


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Bio

Haijing received her Ph.D. in Information Systems Management, Heinz College, Carnegie Mellon University, 2012. Her dissertation received The William W. Cooper Doctoral Dissertation Award at CMU, entitled, Social Influence on Information Technology Adoption and Sustained Use in Healthcare: A Hierarchical Bayesian Learning Method Analysis. Haijing was awarded 2020 Grace Hopper Celebration (GHC) Faculty Scholarship. Haijing was an Associate at Asia Center, Harvard University (2014 - 2019) and a visiting scholar at the Media Lab, MIT (2018 - 2019). Haijing is a steering committee member of Boston CHI, ACM since 2016, the secretary of SIG Health, AIS since 2018, and a board member of Cambridge Community Television (CCTV) since 2021.

Teaching Interests

Database management and SQL for analytics, data driven decision making, data visualization for business.

Research Interests

Haijing's research interests include technology adoption, online health community/online doctor reviews, econometrical modeling, Bayesian learning models, and text mining. She has published in Information Systems Research (ISR), Journal of Medical Internet Research (JMIR), International Journal of Medical Informatics, Electronic Commerce Research, IEEE Transactions on Engineering Management etc. Her study on online doctor reviews in China was quoted by The Economist magazine, July 2014.

Professional Links

http://www.linkedin.com/in/haijing

Awards and Honors

2021, FAC Summer Research Grant, Bentley University
2020, Grace Hopper Celebration Faculty Scholarship 2020, GHC Scholarships Program, AnitaB.org
2020, Health Thought Leadership Network Seed Funding, Bentley University
2013, The William W. Cooper Doctoral Dissertation Award, Carnegie Mellon University
2011, Best Student Paper Award, Workshop on Health IT and Economics, Washington, DC.
2011, Selected Fellow of Doctoral Internationalization Consortium in Information Systems, Foster School, University of Washington, Seattle, WA.
2011, Selected Fellow of 5th Doctoral Consortium on Sociotechnical Issues in Medical Informatics, The American Medical Informatics Association
2010, Outstanding Teaching Assistant Award, Carnegie Mellon University
2004, William Cooper Scholarship, Heinz School, Carnegie Mellon University
2003, William Cooper Scholarship, Heinz School, Carnegie Mellon University
2002, Best Ten Master Thesis Award, Capital University of Economics and Business, Beijing, China

Publications

Journal Article(s)
Purao, S. R., Hao, H., Meng, C. (2021). The Use of Smart Home Speakers by the Elderly: Exploratory Analyses and Potential for Big Data. Big Data Research.

Soltanisehat, L., Alizadeh, R., Hao, H., Choo, K. R. (2020). Technical, Temporal, and Spatial Research Challenges and Opportunities in Blockchain-Based Healthcare: A Systematic Literature Review. IEEE Transactions on Engineering Management, 2020 (Sept.), 1-16.

Hao, H., Levkoff, S., Wang, W., Zhang, Q., Chen, H., Zhu, D. (2020). Studying Online Support for Caregivers of Patients with Alzheimer’s Disease in China: A Text-mining Approach to Online forum in China. International Journal of Healthcare Information Systems and Informatics, 2020 (4).

Zhang, W., Xu, W., Hao, H., Zhu, D. (2020). Cost-sensitive multiple-instance learning method with dynamic transactional data for personal credit scoring. Expert Systems with Applications, 157. (link)

Hao, H., Padman, R., Sun, B., Telang, R. (2019). Modeling social learning on consumers' long-term usage of a mobile technology: a Bayesian estimation of a Bayesian learning model. Electronic Commerce Research, 19, 1-12.

Hao, H., Padman, R., Sun, B., Telang, R. (2018). Quantifying the Impact of Social Influence on the Information Technology Implementation Process by Physicians: A Hierarchical Bayesian Learning Approach. Information Systems Research, 29 (1), 25-41.

Hao, H., Padman, R. (2018). An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system. Health Informatics Journal, 24 (3), 323-333.

Zhang, T., Zhang, W., Xu, W., Hao, H. (2018). Multiple instance learning for credit risk assessment with transaction data. Knowledge-Based Systems, 161 (65-77).

Hao, H., Zhang, K., Wang, W., Gao, G. (2017). A tale of two countries: International comparison of online doctor reviews between China and the United States. International Journal of Medical Informatics, 99, 37-44.

Hao, H., Zhang, K. (2016). The Online Voice of Health Consumers in China: A Text Mining Approach to Online Doctor Reviews. Journal of Medical Internet Research. (link)

Hao, H. (2015). The Development of Online Doctor Reviews in China: An Analysis of the Largest Online Doctor Review Website in China. Journal of Medical Internet Research. (link)

Hao, H., Caulkins, J. (2008). Modelling drug market supply disruptions: Where do all the drugs not go? Journal of Policy Modeling, 30 (2), 251-270.

Books
Zhan, J, Hao, H, Li, X. (2003). eGov: eBusiness Strategies for Government (translation). China Machine Press.

Yang, Y, Hao, H. (2002). Software Project Management and CMM. People’s Posts and Telecom Press, China.

Yang, Y, Hao, H, , . (2001). CMM Methods and Applications in China. People’s Posts and Telecom Press, China.

Conference Presentations

Hao, H., Garfield, M. J., Purao, S. R. (2020). "Regression Models of Length of Homeless Shelter Stays In Boston: An Application of Data Analytics." Presented at the Presented at the Conference on Health IT and Analytics (CHITA) , Virtual.

Han, G., Zhu, D., Hao, H. (2019). "Mining health messages from unstructured Twitter streaming texts: A topic modelling analysis of health tweets." Presented at the Conference on Health IT and Analytics (CHITA) , Washington DC.

Hao, H. (2017). "Online Health Analytics and Digital Divide." Presented at the Americas Conference on Information Systems AMCIS , Boston, MA.

Hao, H., Shi, Y., Shi, A. (2017). "Health Insurance and People’s opinion on Medical Cost and Doctor Trust in China." Presented at the INFORMS, Houston.

Hao, H. (2017). "Digital Divide in Online Health Community." Presented at the INFORMS Healthcare, Rotterdam, Neitherlands.

Hao, H., Zhang, K., Wang, W., Gao, G. (2016). "What Are Patients Complaining? A Text Mining Approach To Online Doctor Reviews by International Comparison" Presented at the INFORMS International , Big Island, Hawaii.

Hao, H. (2016). "Digital Divide in Online Health Utilization in China: A Case Study of Geographic Health Analytics." Presented at the Pre-ICIS SIGHealth Workshop, Dublin, Ireland.

Hao, H. (2015). "Online Health Community In China." Presented at the INFORMS Healthcare , Nashville, TN.

Hao, H., Padman, R., Sun, B., Telang, R. (2014). "Examining the Social Influence on Information Technology Sustained Use in a Community Health System: A Hierarchical- Bayesian Learning Method Analysis." Presented at the 47th Annual Hawaii International Conference on System Sciences (HICSS), Big Island, Hawaii.

Hao, H., Padman, R. (2013). "Physician’s Usage of Mobile Clinical Applications in A Community Hospital: A Longitudinal Analysis of Adoption Behavior." Presented at the UKAIS International Conference on Information Systems, Oxford, United Kingdom.

Hao, H., Padman, R., Sun, B., Telang, R. (2011). "An Empirical Study of Opinion Leader Effects on Mobile Information Technology Adoption in Healthcare." Presented at the American Medical Informatics Association (AMIA) Annual Symposium, Washington, DC.

Hao, H., Padman, R., Sun, B., Telang, R. (2011). "Do Opinion Leaders Affect Information Technology Adoption in Clinical Care? A Structural Learning Model" Presented at the INFORMS Healthcare, Montreal, Canada.

Hao, H., Padman, R., Sun, B. (2011). "Quantifying the Influence of Opinion Leaders on Information Technology Adoption in Healthcare: A Simple Bayesian Learning Model." Presented at the Workshop on Health IT and Economics (WHITE), Washington, DC.

Hao, H., Padman, R., Telang, R. (2010). "Physician’s Usage of Mobile Clinical Applications in a Community Hospital." Presented at the The 13th International Congress on Medical Informatics, Cape Town, South Africa.

Service

Department Service
Committee Member for IT 101 Development Committee, 2021 - Present
Committee Member for Data Driven new course proposal committee, 2021 - Present
Committee Member for Department Recruiting Committee, 2021 - 2021
Committee Member for Department Research Committee, 2019 - 2020

University Service
Committee Member for Curriculum Implementation Committee (CIC), 2021 - Present
Other for Faculty Evaluation Procedures Committee, 2020 - Present
Instructor for First Year Seminar, 2021 - 2021
Admitted Student Day, 2020 - 2020

Professional Service
Committee Member for Boston Computer Human Interactions (Boston CHI), ACM, 2016 - Present
Officer, Secretary for SIG Health, Association for Information Systems, 2016 - Present
Editor (Associate), Journal for Co-editor for a special issue of Frontiers, Big Data Technologies in Public Health, 2020., 2020 - 2021
Editor (Associate), Journal for Co-editor for a special issue on e-Health and m-Health Management, Journal of Organizational and End User Computing (JOEUC)., 2020 - 2021
Editor (Associate), Conference for Track: IS in Healthcare, ICIS, Austin, TX, 2021. AIS., 2020 - 2021
Editor (Associate), Conference for Track: IS in Healthcare, ICIS, Hyderabad, India, 2020. AIS., 2019 - 2020
Conference/Workshop Session Chair for Conference On Health IT and Analytics (CHITA), 2020 - 2020
Conference/Workshop Organizer for Health Information Technology Symposium (HITS), Pre-ICIS, AIS, 2019 - 2019
Editor (Associate), Conference for Track: Crowds, Social Media and Digital Collaborations, ICIS, Munich, Germany, 2019. AIS., 2018 - 2019
Conference/Workshop Session Chair for Session: Health 3.0: Data, Process and Outcome Opportunities, INFORMS Healthcare, 2019 - 2019
Editor (Associate), Conference for Track: IS in Healthcare, ICIS, San Francisco, CA, 2018. AIS., 2018 - 2018
Conference/Workshop Session Chair for Conference On Health IT and Analytics (CHITA), 2018 - 2018
Conference/Workshop Session Chair for Conference On Health IT and Analytics (CHITA), 2017 - 2017
Conference/Workshop Session Chair for Workshop on Health IT and Economics (WHITE), 2016 - 2016
Conference/Workshop Session Chair for Session: Healthcare Analytics, INFORMS International, 2016 - 2016
Conference/Workshop Session Chair for Workshop on Health IT and Economics (WHITE), 2015 - 2015
Conference/Workshop Session Chair for Workshop on Health IT and Economics (WHITE), 2014 - 2014
Conference/Workshop Session Chair for Workshop on Health IT and Economics (WHITE), 2013 - 2013

Public Service
Board Member for Cambridge Community Television, 2021 - Present