skip to main content
10.1145/3440054.3440064acmotherconferencesArticle/Chapter ViewAbstractPublication PagesbdsicConference Proceedingsconference-collections
research-article

An Evolutionary Game Analysis on Patients’ Value Creation Behavior in Online Healthcare Community

Published: 01 February 2021 Publication History

Abstract

Online Healthcare Communities(OHCs) afford a convenient approach to obtaining healthcare information and services, and encourage users to engage in their own healthcare management activities. However, user loyalty and use frequency to OHCs is rather low. Therefore, to figure out how to promote the OHCs stickiness for pa-tients and what factors are affecting patients’ value creation activities, this research adopts evolutionary stability strategies and replicator dynamics of evolutionary game theory(EGT) to construct a game model concerning patients’ value creation behavior. The results not only show that there are equilibrium strategies and evolution paths in the game model, it also reveals the outcomes of variable levels of collusion between patients in OHCs. We also find that influencing factors, such as perceived value, self-efficacy, healthcare knowledge return, costs of participation, are critical to the patients’ value creation behavior in OHCs. Furthermore, our study contributes to existing game theories of individual behavior in online communities, and provides OHCs with guidelines that support them in effectively increase user stickiness to help community to maximize their value.

References

[1]
O'Grady, L. A., Witteman, H. and Wathen, C. N. 2008.The Experiential Health Information Processing Model: Supporting Collaborative Web-Based Patient Education. Bmc Med Inform Decis Mak, 8, 1 (Dec,2008), 58-58.
[2]
Street, R. L. 2013. How Clinician-Patient Communication Contributes to Health Improvement: Modeling Pathways from Talk to Outcome. Patient Education and Counseling. 92, 3 (Sep 2013), 286-291. http://doi.acm.org/10.1016/j.pec.2013.05.004 .
[3]
Zhang, C and Wang, X.L. 2020. Research on Formation Mechanism of Follower Relationship Network in Online Physician Community. The Chinese Health Service Management. 37, 03 (2020), 175-179. http://CNKI:SUN:ZWSG.0.2020-03-009
[4]
Liu, Q. Q., Liu, X. X. and Guo, X. T. 2020. The Effects of Participating in a Physician-Driven Online Health Community in Managing Chronic Disease: Evidence from Two Natural Experiments. MIS Quarterly. 44, 1 (Jan,2020), 391-419.
[5]
Kaya, B. and Gündoğan, E. 2018. Evaluating Reliability of Question-Disease Relations in Online Health Forms: A Link Prediction Approach. Telematics & Informatics. 35, 7(Oct, 2018). https://doi.org/10.1016/j.tele.2018.05.009
[6]
Yang, H. L., Guo, X .T. and Wu, T. S. 2015. Exploring the Influence of the Online Physician Service Delivery Process on Patient Satisfaction. Decision Support Systems. 78 (Oct 2015), 113-121. https://doi.org/10.1016/j.dss.2015.05.%20006
[7]
Atanasova, S., Kamin, T. and Petrič, G. 2018. The Benefits and Challenges of Online Professional-Patient Interaction: Comparing views between Users and Health Professional Moderators in an Online Health Community. Computers in Human Behavior. 83 (Jun 2018), 106-118. https://doi.org/10.1016/j.chb.2018.01.031
[8]
Audrain-Pontevia, A.-F. and Menvielle, L.2018. Do Online Health Communities Enhance Patient-Physician Relationship? An Assessment of the Impact Of Social Support and Patient Empowerment. Health services management research. 31, 3 (Aug 2018), 154-162. https://doi.org/10.1177/0951484 817748462
[9]
Brashers,D. E., Goldsmith, D. J., Hsieh,E. 2002. Information Seeking and Avoiding in Health Contexts. Human Communication Research. 28, 2 (Apr 2002), 258-271. https://doi.org/10.1093/hcr/28.2.258
[10]
Goetzinger, L., Park, J., Yun, J. L. and Widdows, R. 2007. Value-Driven Consumer E-Health Information Search Behavior. International Journal of Pharmaceutical & Healthcare Marketing. 1, 2 (Jul 2007), 128-142.
[11]
Ba, S. and Wang, L. 2013. Digital Health Communities: The Effect of Their Motivation Mechanisms. Decision Support Systems. 55, 4 (Jan 2013), 941-947. https://doi.org/10.1016/j.dss.2013.01.003
[12]
Gao, G., Greenwood, B. N., Agarwal, R. and McCullough, J. S. 2015. Vocal minority and Silent Majority: How Do Online Ratings Reflect Population Perceptions of Quality. Mis Quarterly. 39, 3 (Sep 2015), 565-589.
[13]
Street, R. L., Makoul, G., Arora, N. K. and Epstein, R. M. 2009. How Does Communication Heal? Pathways Linking Clinician–Patient Communication to Health Outcomes. Patient Education and Counseling. 74, 3 (Mar 2009), 295-301.
[14]
James, T. L., Warkentin, M. and Collignon, S. E. 2015. A Dual Privacy Decision Model for Online Social Networks. Information & Management. 52, 8 (Dec 2015), 893-908. https://doi.org/10.1016/j.im.2015.07.010
[15]
Anderson, C. L. and Agarwal, R. 2011. The Digitization of healthcare: Boundary Risks, Emotion, and Consumer Willingness to Disclose Personal Health Information. Information Systems Research. 22,3 (Sep 2011), 469-490.
[16]
Cerdan, J., Catalan-Matamoros, D. and Berg, S. W. 2017. Online Communication in a Rehabilitation Setting: Experiences of Patients with Chronic Conditions Using a Web Portal in Denmark. Patient Education & Counseling. 100, 12 (Dec 2017), 2283-2289. https://doi.org/10.1016/j.pec.2017.06.023
[17]
Edejer, T. T. 2000. Disseminating Health Information in Developing Countries: the Role of the Internet. BMJ,. 321, 7264 (Sep 2000), 797-800. https://doi.org/10.1136/bmj.321.7264.797
[18]
Prahalad, C. K., Ramaswamy, V. 2004. Co-creation Experiences: The Next Practice in Value Creation. Journal of Interactive Marketing.18,3(2004), 5-14. https://doi.org/10.1002/dir.20015
[19]
Flath, C. M., Friesike, S., Wirth, M. and Thiesse, F. 2017. Copy, Transform, Combine: Exploring the Remix as a Form of Innovation. Journal of Information Technology, 32, 4 (Aug 2017), 306-325. https://doi.org/10.1057/s41265-017-0043
[20]
Vargo, S. and Lusch, R. 2004.Evolving to a New Dominant Logic for Marketing. Journal of Marketing, 68 (Jan 2004), 1-17.
[21]
Vargo, S. L. and Lusch, R. F. 2016.Institutions and Axioms: an Extension and Update of Service-Dominant Logic. Journal of the Academy of Marketing Science, 44, 1 (Jul 2016), 5-23. https://doi.org/10.1007/s11747-015-045
[22]
Vargo, S. L. and Lusch, R. F. 2008.Why “service”? Journal of the Academy of Marketing Science, 36, 1 (Aug 2008), 25-38. https://doi.org/10.1007/s11747-007-0068-7
[23]
Yi, Y. and Gong, T. 2013.Customer Value Co-Creation Behavior: Scale Development and Validation. Journal of Business Research, 66, 9 (Sep 2013), 1279-1284. https://doi.org/10.1016/j.jbusres.2012.02.026
[24]
Oerle, S. V., Lievens, A. and Mahr, D. 2018.Value Co-Creation in Online Healthcare Communities: The Impact of Patients’ Reference Frames on Cure And Care. Psychology & Marketing,35,9,(Mar 2018). 629-639. https://doi.org/10.1002/mar.21111
[25]
Zainuddin, N., Russell-Bennett, R. and Previte, J. 2013. The Value of Health and Wellbeing: An Empirical Model of Value Creation in Social Marketing. European Journal of Marketing, 47, 9 (Nov 2013), 1504-1524. https://doi.org/10.1108/ejm-10-2011-0564
[26]
Deng, Z., Hong, Z., Zhang, W., Evans, R. and Chen, Y. 2019.The Effect of Online Effort and Reputation of Physicians on Patients' Choice: 3-Wave Data Analysis of China's Good Doctor Website. Journal of Medical Internet Research, 21, 3 (Mar 2019),e10170. https://doi.org/10.2196/10170
[27]
Liu, X., Guo, X., Wu, H. and Wu, T. 2016.The Impact of Individual and Organizational Reputation on Physicians' Appointments Online. International Journal of Electronic Commerce, 20, 4 (Oct 2016), 551-577. https://doi.org/10.1080/10864415.2016.1171977
[28]
Shah, A. M., Yan, X., Shah, S. A. A., Shah, S. J. and Mamirkulova, G. 2019. Exploring the Impact of Online Information Signals in Leveraging the Economic Returns of Physicians. Journal of Biomedical Informatics, 98 (Oct 2019), 103272.

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Other conferences
BDSIC '20: Proceedings of the 2020 2nd International Conference on Big-data Service and Intelligent Computation
December 2020
69 pages
ISBN:9781450388399
DOI:10.1145/3440054
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 February 2021

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. Evolutionary Game Theory
  2. Evolutionary Stability Strategies
  3. Online Healthcare Communities
  4. Replicator Dynamics
  5. Value Creation Behavior

Qualifiers

  • Research-article
  • Research
  • Refereed limited

Funding Sources

  • the Key Research and Development Program of Shandong Province of China

Conference

BDSIC 2020

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 86
    Total Downloads
  • Downloads (Last 12 months)25
  • Downloads (Last 6 weeks)1
Reflects downloads up to 15 Jan 2025

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

HTML Format

View this article in HTML Format.

HTML Format

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media