Online written consultation, telephone consultation and offline appointment: An examination of the channel effect in online health communities

INTRODUCTION The emergence of online health communities broadens and diversifies channels for patient-doctor interaction. Given limited medical resources, online health communities aim to provide better treatment by decreasing medical costs, making full use of available resources and providing more diverse channels for patients. OBJECTIVES This research examines how online channel usage affects offline channels, i.e., "Online Booking, Service in Hospitals" (OBSH), and how the channel effects change with doctors' online and offline reputation. METHODS The study uses data of 4254 doctors from a Chinese online health community. RESULTS Our findings demonstrate a strong relationship between online health communities and offline hospital communication with an important moderating role for reputation. There are significant channel effects, wherein written consultation complements OBSH (β=3.320, p<0.10), but telephone consultation can be a readily substitute for OBSH (β=-9.854, p<0.001). We also find that doctors with higher online and offline reputations can attract more patients to use the OBSH (βonline=0.433, p<0.001; βoffline=2.318&2.123, p<0.001). Third, channel effects fluctuate, relative to doctors' online and offline reputations: doctors with higher online reputations mitigate substitution effects between telephone consultation and OBSH (β=0.064, p<0.01), and doctors with higher offline reputations mitigate complementary effects between written consultation and OBSH (β=-1.586&-1.417, p<0.001). CONCLUSIONS This study contributes to both knowledge and practice. This study shows that there is channel effect in healthcare, websites' managers can encourage physicians to provide online services, especially for these physicians who do not have enough patients.

[1]  Rajendra K. Srivastava,et al.  Market Structure Analysis: Hierarchical Clustering of Products Based on Substitution-in-Use , 1981 .

[2]  Yubo Chen,et al.  Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix , 2004, Manag. Sci..

[3]  Stuart Landon,et al.  The Use of Quality and Reputation Indicators by Consumers: The Case of Bordeaux Wine , 1997 .

[4]  Frances Cairncross,et al.  The death of distance , 1997 .

[5]  Hong Wu,et al.  How your colleagues' reputation impact your patients' odds of posting experiences: Evidence from an online health community , 2016, Electron. Commer. Res. Appl..

[6]  Shuiqing Yang,et al.  Empirical investigation of customers' channel extension behavior: Perceptions shift toward the online channel , 2011, Comput. Hum. Behav..

[7]  Elizabeth Sillence,et al.  Why don't we trust health websites that help us help each other?: an analysis of online peer-to-peer healthcare , 2013, WebSci.

[8]  J. Wareham,et al.  Health 2.0 and Medicine 2.0: Tensions and Controversies in the Field , 2008, Journal of medical Internet research.

[9]  Kun Chang Lee,et al.  Transfer From Offline Trust to Key Online Perceptions: An Empirical Study , 2007, IEEE Transactions on Engineering Management.

[10]  Tung Bui,et al.  Harnessing the Influence of Social Proof in Online Shopping: The Effect of Electronic Word of Mouth on Sales of Digital Microproducts , 2011, Int. J. Electron. Commer..

[11]  Richard L. Daft,et al.  Organizational information requirements, media richness and structural design , 1986 .

[12]  Sarah Maxwell,et al.  Rule-based price fairness and its effect on willingness to purchase , 2002 .

[13]  Paul A. Pavlou,et al.  Building Effective Online Marketplaces with Institution-Based Trust , 2004, Inf. Syst. Res..

[14]  Jacquelyn S. Thomas,et al.  Challenges and Opportunities in Multichannel Customer Management , 2006 .

[15]  Avi Goldfarb,et al.  Competition between Local and Electronic Markets: How the Benefit of Buying Online Depends on Where You Live , 2007, Manag. Sci..

[16]  C. I. Bliss,et al.  THE METHOD OF PROBITS. , 1934, Science.

[17]  Jennifer Preece,et al.  A multilevel analysis of sociability, usability, and community dynamics in an online health community , 2005, TCHI.

[18]  M. Dekimpe,et al.  The Market Valuation of Internet Channel Additions , 2002 .

[19]  Varun Grover,et al.  Creating synergy with a clicks and mortar approach , 2003, CACM.

[20]  H. Raghav Rao,et al.  On risk, convenience, and Internet shopping behavior , 2000, CACM.

[21]  Puneet Manchanda,et al.  Social Dollars: The Economic Impact of Customer Participation in a Firm-Sponsored Online Customer Community , 2015, Mark. Sci..

[22]  P. Bansal,et al.  Consumers' Willingness to Pay for Corporate Reputation: The Context of Airline Companies , 2007 .

[23]  A. Tishler,et al.  Perceived Organizational Reputation and Organizational Performance: An Empirical Investigation of Industrial Enterprises , 2005 .

[24]  Nan Hu,et al.  Ratings lead you to the product, reviews help you clinch it? The mediating role of online review sentiments on product sales , 2014, Decis. Support Syst..

[25]  David Gefen,et al.  The impact of personal dispositions on information sensitivity, privacy concern and trust in disclosing health information online , 2010, Decis. Support Syst..

[26]  O. Williamson Transaction-Cost Economics: The Governance of Contractual Relations , 1979, The Journal of Law and Economics.

[27]  Peter R. Harris,et al.  How do patients evaluate and make use of online health information? , 2007, Social science & medicine.

[28]  Rolf T. Wigand,et al.  Electronic Commerce: Effects on Electronic Markets , 2006, J. Comput. Mediat. Commun..

[29]  S. Helm,et al.  How corporate reputation affects customers’ reactions to price increases , 2013 .

[30]  Paul A. Pavlou,et al.  Evidence of the Effect of Trust Building Technology in Electronic Markets: Price Premiums and Buyer Behavior , 2002, MIS Q..

[31]  Mayukh Dass,et al.  Consumer decision-making across modern and traditional channels: E-commerce, m-commerce, in-store , 2014, Decis. Support Syst..

[32]  Q. Ye,et al.  The impact of e-word-of-mouth on the online popularity of restaurants: a comparison of consumer reviews and editor reviews. , 2010 .

[33]  Prasad A. Naik,et al.  A Hierarchical Marketing Communications Model of Online and Offline Media Synergies , 2009 .

[34]  Ingoo Han,et al.  The Effect of On-Line Consumer Reviews on Consumer Purchasing Intention: The Moderating Role of Involvement , 2007, Int. J. Electron. Commer..

[35]  O. Williamson The Economics of Organization: The Transaction Cost Approach , 1981, American Journal of Sociology.

[36]  J. Schepers,et al.  Identifying Cross-Channel Dissynergies for Multichannel Service Providers , 2007 .

[37]  Mark W. Frank Media Substitution in Advertising: A Spirited Case Study , 2008 .

[38]  Sulin Ba,et al.  Digital health communities: The effect of their motivation mechanisms , 2013, Decis. Support Syst..

[39]  J. Bakos Reducing buyer search costs: implications for electronic marketplaces , 1997 .

[40]  C. Shapiro Premiums for High Quality Products as Returns to Reputations , 1983 .

[41]  Manfred Schwaiger,et al.  Corporate reputation: disentangling the effects on financial performance , 2005 .

[42]  Joel Huber,et al.  Effects of Competitive Context and of Additional Information on Price Sensitivity , 1986 .

[43]  Wen-Kuo Chen,et al.  UNDERSTANDING THE EFFECTS OF EWOM ON COSMETIC CONSUMER BEHAVIORAL INTENTION , 2014 .

[44]  Kara Dawson,et al.  An analysis of healthcare providers' online ratings. , 2009, Informatics in primary care.

[45]  S. Utz,et al.  On-line Reputation Systems: The Effects of Feedback Comments and Reactions on Building and Rebuilding Trust in On-line Auctions , 2009, Int. J. Electron. Commer..

[46]  B. Menguc,et al.  Corporate reputation, stakeholders and the social performance-financial performance relationship , 2005 .

[47]  Allan D. Shocker,et al.  A Customer-oriented Approach for Determining Market Structures , 1984 .

[48]  Lawrence G. Friedman,et al.  The channel advantage : going to market with multiple sales channels to reach more customers, sell more products, make more profit , 1999 .

[49]  Benjamin Klein,et al.  Non-Governmental Enforcement of Contracts: The Role of Market Forces in Assuring Quality , 1980 .

[50]  Bart J. Bronnenberg,et al.  Exploring the implications of the internet for consumer marketing , 1997 .

[51]  Shailey Minocha,et al.  Usability beyond the website: An empirically-grounded e-commerce evaluation instrument for the total customer experience , 2006, Behav. Inf. Technol..

[52]  Shankar Ganesan Determinants of Long-Term Orientation in Buyer-Seller Relationships , 1994 .

[53]  JoAnne Yates,et al.  Electronic markets and electronic hierarchies , 1987, CACM.

[54]  Michael R. Ward Will Online Shopping Compete More with Traditional Retailing or Catalog Shopping? , 2001 .

[55]  Rolf T. Wigand,et al.  Electronic Commerce: Definition, Theory, and Context , 1997, Inf. Soc..

[56]  Amar Cheema Surcharges and Seller Reputation , 2008 .

[57]  Joshua S. Gans,et al.  The Impact of Targeting Technology on Advertising Markets and Media Competition , 2010 .

[58]  A. Zellner An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias , 1962 .

[59]  Andrew Whinston,et al.  The Economics Of Electronic Commerce , 1997 .

[60]  P. Bone Word-of-mouth effects on short-term and long-term product judgments , 1995 .

[61]  Peter H. Reingen,et al.  Sociocognitive Analysis of Group Decision Making among Consumers , 1990 .

[62]  Antonio Moreno,et al.  Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information , 2014, Manag. Sci..

[63]  Melody Y. Kiang,et al.  In-Depth Analysis of the Seller Reputation and Price Premium Relationship: A Comparison between Ebay Us and Taobao China , 2013 .

[64]  John G. Lynch,et al.  Interactive Home Shopping: Consumer, Retailer, and Manufacturer Incentives to Participate in Electronic Marketplaces , 1997 .

[65]  J. Heckman Sample selection bias as a specification error , 1979 .

[66]  Aron M. Levin,et al.  Product Category Dependent Consumer Preferences for Online and Offline Shopping Features and Their Influence on Multi-Channel Retail Alliances , 2003, J. Electron. Commer. Res..

[67]  L. Engelen,et al.  Definition of Health 2.0 and Medicine 2.0: A Systematic Review , 2010, Journal of medical Internet research.

[68]  Priya Nambisan,et al.  Information seeking and social support in online health communities: impact on patients' perceived empathy , 2011, J. Am. Medical Informatics Assoc..

[69]  Sharron J. Lennon,et al.  Reciprocal Effects Between Multichannel Retailers’ Offline and Online Brand Images , 2009 .

[70]  H. Raghav Rao,et al.  Factors influencing online health information search: An empirical analysis of a national cancer-related survey , 2014, Decis. Support Syst..

[71]  Efthymios Constantinides,et al.  Web 2.0: Conceptual foundations and marketing issues , 2008 .

[72]  B. Klein,et al.  The Role of Market Forces in Assuring Contractual Performance , 1981, Journal of Political Economy.

[73]  Anthony D. Miyazaki,et al.  Consumer Perceptions of Privacy and Security Risks for Online Shopping , 2001 .

[74]  Anindya Ghose,et al.  Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets , 2008, Inf. Syst. Res..