The Process of Building Patient Trust in Health Information Exchange (HIE): The Impacts of Perceived Benefits, Perceived Transparency of Privacy Policy, and Familiarity

Exchange technologies such as health information exchanges (HIE) currently lack acceptance theories that consider not only cognitive beliefs that result in adoption behavior but also emotional factors that may influence adoption intention. Based on the theory of reasoned action (TRA), the technology-adoption literature, and the trust literature, I theoretically explain and empirically test the impact that perceived benefits, perceived transparency of privacy policy, and familiarity have on cognitive trust and emotional trust in HIE. Moreover, I analyze the effect that cognitive trust and emotional trust have on individuals’ intention to opt into HIE and their willingness to disclose health information. I conducted an online survey using data from individuals who knew about HIE through experiences with providers that participated in a regional consumer-mediated HIE network. In my SEM analysis, I found empirical support for the proposed model. My findings indicate that, when patients know more about HIE benefits, HIE sharing procedures, and privacy guidelines, they feel more in control, more assured, and less at risk. The results also show that patient trust in HIE may take the forms of intentions to opt in to HIE and patients’ willingness to disclose personal health information that providers exchange through the HIE. I discuss the implications my results have for both academics and practitioners.

[1]  Steven M. F. Stuban,et al.  System dynamics simulation modeling of health information exchange (HIE) adoption and policy intervention: A case study in the State of Maryland , 2017 .

[2]  Jung Ho Park,et al.  Patients' perceptions of a health information exchange: A pilot program in South Korea , 2013, Int. J. Medical Informatics.

[3]  Rainu Kaushal,et al.  Consumer perceptions of electronic health information exchange. , 2012, American journal of preventive medicine.

[4]  Claude Sicotte,et al.  Modeling factors explaining the acceptance, actual use and satisfaction of nurses using an Electronic Patient Record in acute care settings: An extension of the UTAUT , 2015, Int. J. Medical Informatics.

[5]  Kim M. Unertl,et al.  The financial impact of health information exchange on emergency department care , 2011, J. Am. Medical Informatics Assoc..

[6]  Vaishali Patel,et al.  Public attitudes toward health information exchange: perceived benefits and concerns. , 2011, The American journal of managed care.

[7]  Esma Aïmeur,et al.  When changing the look of privacy policies affects user trust: An experimental study , 2016, Comput. Hum. Behav..

[8]  N. Birbaumer,et al.  Alcohol Affects Emotion Through Cognition , 2001, Psychological science.

[9]  José Luis Fernández Alemán,et al.  Security and privacy in electronic health records: A systematic literature review , 2013, J. Biomed. Informatics.

[10]  Mary J. Culnan,et al.  Strategies for reducing online privacy risks: Why consumers read (or don't read) online privacy notices , 2004 .

[11]  Clement McDonald,et al.  Protecting patients in health information exchange: a defense of the HIPAA privacy rule. , 2009, Health affairs.

[12]  Viswanath Venkatesh,et al.  Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology , 2012, MIS Q..

[13]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[14]  Detmar W. Straub,et al.  Trust and TAM in Online Shopping: An Integrated Model , 2003, MIS Q..

[15]  Alessandro Acquisti,et al.  The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study , 2011, WEIS.

[16]  N. Luhmann Trust and Power , 1979 .

[17]  Borka Jerman-Blazic,et al.  User awareness and tolerance of privacy abuse on mobile Internet: An exploratory study , 2016, Telematics Informatics.

[18]  Michael K Paasche-Orlow,et al.  Notices of Privacy Practices: A Survey of the Health Insurance Portability and Accountability Act of 1996 Documents Presented to Patients at US Hospitals , 2005, Medical care.

[19]  Ritu Agarwal,et al.  Adoption of Electronic Health Records in the Presence of Privacy Concerns: The Elaboration Likelihood Model and Individual Persuasion , 2009, MIS Q..

[20]  Leslie Lenert,et al.  Shifts in the architecture of the Nationwide Health Information Network , 2012, J. Am. Medical Informatics Assoc..

[21]  Peter Trkman,et al.  Analyzing older users' home telehealth services acceptance behavior - applying an Extended UTAUT model , 2016, Int. J. Medical Informatics.

[22]  Andrew P. McAfee,et al.  The state of regional health information organizations: current activities and financing. , 2007, Health affairs.

[23]  Siew Fan Wong,et al.  Compliance to personal data protection principles: A study of how organizations frame privacy policy notices , 2017, Telematics Informatics.

[24]  Dan J. Kim,et al.  A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents , 2019 .

[25]  Nili Steinfeld,et al.  "I agree to the terms and conditions": (How) do users read privacy policies online? An eye-tracking experiment , 2016, Comput. Hum. Behav..

[26]  Viswanath Venkatesh,et al.  Predicting Collaboration Technology Use: Integrating Technology Adoption and Collaboration Research , 2010, J. Manag. Inf. Syst..

[27]  Andrea Everard,et al.  Privacy Concerns Versus Desire for Interpersonal Awareness in Driving the Use of Self-Disclosure Technologies: The Case of Instant Messaging in Two Cultures , 2011, J. Manag. Inf. Syst..

[28]  D. Bates,et al.  What Affects Clinicians’ Usage of Health Information Exchange? , 2011, Applied Clinical Informatics.

[29]  Helena M. Mentis,et al.  Non-static nature of patient consent: shifting privacy perspectives in health information sharing , 2013, CSCW.

[30]  Michael Boyer O'Leary,et al.  Beyond Being There: The Symbolic Role of Communication and Identification in Perceptions of Proximity to Geographically Dispersed Colleagues , 2014, MIS Q..

[31]  Douglas B. McCarthy,et al.  Learning from Health Information Exchange Technical Architecture and Implementation in Seven Beacon Communities , 2014, EGEMS.

[32]  Ashish K. Jha,et al.  Patient Engagement Remain Low In Office Settings Despite Substantial Progress In EHR Adoption , Health Information Exchange And , 2014 .

[33]  Varol O. Kayhan,et al.  The nature, dimensionality, and effects of perceptions of community governance , 2015, Inf. Manag..

[34]  Detmar W. Straub,et al.  Structural Equation Modeling and Regression: Guidelines for Research Practice , 2000, Commun. Assoc. Inf. Syst..

[35]  B. Byrne,et al.  Structural Equation Modeling: Perspectives on the Present and the Future , 2001 .

[36]  Pouyan Esmaeilzadeh,et al.  Comparison of consumers' perspectives on different health information exchange (HIE) mechanisms: an experimental study , 2018, Int. J. Medical Informatics.

[37]  Sumeet Gupta,et al.  Understanding the Balanced Effects of Belief and Feeling on Information Systems Continuance , 2004, ICIS.

[38]  Lorrie Faith Cranor,et al.  Timing is everything?: the effects of timing and placement of online privacy indicators , 2009, CHI.

[39]  Richard J. Whiddett,et al.  Patients' attitudes towards sharing their health information , 2006, Int. J. Medical Informatics.

[40]  Michael R. Hyman,et al.  Antecedents and consequences of trust in a service provider: The case of primary care physicians , 2004 .

[41]  Qing Zhu,et al.  Health information privacy concerns, antecedents, and information disclosure intention in online health communities , 2017, Inf. Manag..

[42]  Anne Holbrook,et al.  Views on health information sharing and privacy from primary care practices using electronic medical records , 2011, Int. J. Medical Informatics.

[43]  Claudia H. Williams,et al.  From the Office of the National Coordinator: the strategy for advancing the exchange of health information. , 2012, Health affairs.

[44]  John C. Mitchell,et al.  A Formalization of HIPAA for a Medical Messaging System , 2009, TrustBus.

[45]  Elizabeth M. Poposki,et al.  Detecting and Deterring Insufficient Effort Responding to Surveys , 2012 .

[46]  Devon S. Johnson,et al.  Cognitive and affective trust in service relationships , 2005 .

[47]  David C. Yen,et al.  The effect of online privacy policy on consumer privacy concern and trust , 2012, Comput. Hum. Behav..

[48]  D. McGraw,et al.  Privacy as an enabler, not an impediment: building trust into health information exchange. , 2009, Health affairs.

[49]  C. Derbaix,et al.  The Impact of Affective Reactions on Attitudes toward the Advertisement and the Brand: A Step toward Ecological Validity , 1995 .

[50]  Charles J. Kacmar,et al.  Developing and Validating Trust Measures for e-Commerce: An Integrative Typology , 2002, Inf. Syst. Res..

[51]  D. Gustafson,et al.  Impact of a patient-centered, computer-based health information/support system. , 1999, American journal of preventive medicine.

[52]  Kim M. Unertl,et al.  Health information exchange technology on the front lines of healthcare: workflow factors and patterns of use , 2011, J. Am. Medical Informatics Assoc..

[53]  Robert P. Hawkins,et al.  Information and Its Outcomes Interplay of Negative Emotion and Health Self-Efficacy on the Use of Health , 2008 .

[54]  J. G. Holmes,et al.  Trust in close relationships. , 1985 .

[55]  Jengchung V. Chen,et al.  Information privacy policies: The effects of policy characteristics and online experience , 2015, Comput. Stand. Interfaces.

[56]  Marko Sarstedt,et al.  PLS-SEM: Indeed a Silver Bullet , 2011 .

[57]  Izak Benbasat,et al.  Understanding Customer Trust in Agent-Mediated Electronic Commerce, Web-Mediated Electronic Commerce, and Traditional Commerce , 2004, Inf. Technol. Manag..

[58]  Rainu Kaushal,et al.  Health information exchange system usage patterns in three communities: Practice sites, users, patients, and data , 2013, Int. J. Medical Informatics.

[59]  William A. Wallace,et al.  Trust in electronic environments , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[60]  Lucila Ohno-Machado,et al.  Comparison of consumers' views on electronic data sharing for healthcare and research , 2015, J. Am. Medical Informatics Assoc..

[61]  Nandita Mitra,et al.  Public preferences about secondary uses of electronic health information. , 2013, JAMA internal medicine.

[62]  Yuanxiang Li,et al.  Online Privacy Policy of the Thirty Dow Jones Corporations: Compliance with FTC Fair Information Practice Principles and Readability Assessment , 2012 .

[63]  Daniel Walker,et al.  Factors Related to Health Information Exchange Participation and Use , 2014, Journal of Medical Systems.

[64]  James Miller,et al.  A user-centric evaluation of the readability of privacy policies in popular web sites , 2011, Inf. Syst. Frontiers.

[65]  R. Kaushal,et al.  Healthcare Consumers’ Attitudes Towards Physician and Personal Use of Health Information Exchange , 2011, Journal of general internal medicine.

[66]  Albert H. Segars,et al.  Assessing the unidimensionality of measurement : a paradigm and illustration within the context of information systems research , 1997 .

[67]  Tiago Oliveira,et al.  Understanding mobile banking: The unified theory of acceptance and use of technology combined with cultural moderators , 2015, Comput. Hum. Behav..

[68]  Julia Adler-Milstein,et al.  The Number Of Health Information Exchange Efforts Is Declining, Leaving The Viability Of Broad Clinical Data Exchange Uncertain. , 2016, Health affairs.

[69]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[70]  B. B. Zaidan,et al.  A distributed framework for health information exchange using smartphone technologies , 2017, J. Biomed. Informatics.

[71]  Rainu Kaushal,et al.  The value of health information exchange , 2012 .

[72]  Eric C. Pan,et al.  The value of health care information exchange and interoperability. , 2005, Health affairs.

[73]  Detmar W. Straub,et al.  Information Technology Adoption Across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs , 1999, MIS Q..

[74]  Sejung Marina Choi,et al.  Your Privacy Is Sealed: Effects of Web Privacy Seals on Trust and Personal Disclosures , 2005 .

[75]  L. Robin Keller,et al.  Trust antecedents, trust and online microsourcing adoption: An empirical study from the resource perspective , 2016, Decis. Support Syst..

[76]  J. Marc Overhage,et al.  A Framework for evaluating the costs, effort, and value of nationwide health information exchange , 2010, J. Am. Medical Informatics Assoc..

[77]  Pouyan Esmaeilzadeh The Effects of Public Concern for Information Privacy on the Adoption of Health Information Exchanges (HIEs) by Healthcare Entities , 2019, Health communication.

[78]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[79]  Rainu Kaushal,et al.  Consumer Support for Health Information Exchange and Personal Health Records: A Regional Health Information Organization Survey , 2012, Journal of Medical Systems.

[80]  Steven R. Simon,et al.  Physician attitudes toward health information exchange: results of a statewide survey. , 2010, Journal of the American Medical Informatics Association : JAMIA.

[81]  Yunan Chen,et al.  Privacy management in dynamic groups: understanding information privacy in medical practices , 2013, CSCW.

[82]  D. Bates,et al.  Patients’ Attitudes Toward Electronic Health Information Exchange: Qualitative Study , 2009, Journal of medical Internet research.

[83]  Linda Dimitropoulos,et al.  A state-based approach to privacy and security for interoperable health information exchange. , 2009, Health affairs.

[84]  Tamara Dinev,et al.  An Extended Privacy Calculus Model for E-Commerce Transactions , 2006, Inf. Syst. Res..

[85]  Jan Marco Leimeister,et al.  Design, Implementation, and Evaluation of Trust-Supporting Components in Virtual Communities for Patients , 2005, J. Manag. Inf. Syst..

[86]  P. Gilbert,et al.  The power and omnipotence of voices: subordination and entrapment by voices and significant others , 2000, Psychological Medicine.

[87]  Mercy Mpinganjira,et al.  Precursors of trust in virtual health communities: A hierarchical investigation , 2018, Inf. Manag..

[88]  Niam Yaraghi,et al.  An empirical analysis of the financial benefits of health information exchange in emergency departments , 2015, J. Am. Medical Informatics Assoc..

[89]  Robert Ho,et al.  Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS , 2006 .

[90]  Gregory N. Connolly,et al.  Concern about security and privacy, and perceived control over collection and use of health information are related to withholding of health information from healthcare providers , 2014, J. Am. Medical Informatics Assoc..

[91]  J. Allan Hobson,et al.  Emotion and Cognition: Feeling and Character Identification in Dreaming , 2002, Consciousness and Cognition.

[92]  Andrew B. Whinston,et al.  Hope or Hype: On the Viability of Escrow Services as Trusted Third Parties in Online Auction Environments , 2004, Inf. Syst. Res..

[93]  Walter Sujansky,et al.  Retrospective: lessons learned from the Santa Barbara project and their implications for health information exchange. , 2007, Health affairs.

[94]  Cheryl Tatano Beck,et al.  The content validity index: are you sure you know what's being reported? Critique and recommendations. , 2006, Research in nursing & health.

[95]  Paul N. Gorman,et al.  Barriers and facilitators to exchanging health information: a systematic review , 2016, Int. J. Medical Informatics.

[96]  J. H. Davis,et al.  An Integrative Model of Organizational Trust: Past, Present, and Future , 2007 .

[97]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[98]  Izak Benbasat,et al.  The Effects of Personalizaion and Familiarity on Trust and Adoption of Recommendation Agents , 2006, MIS Q..

[99]  M. Tripathi,et al.  Engaging patients for health information exchange. , 2009, Health affairs.