Developing and Validating Trust Measures for e-Commerce: An Integrative Typology

Evidence suggests that consumers often hesitate to transact with Web-based vendors because of uncertainty about vendor behavior or the perceived risk of having personal information stolen by hackers. Trust plays a central role in helping consumers overcome perceptions of risk and insecurity. Trust makes consumers comfortable sharing personal information, making purchases, and acting on Web vendor advice--behaviors essential to widespread adoption of e-commerce. Therefore, trust is critical to both researchers and practitioners. Prior research on e-commerce trust has used diverse, incomplete, and inconsistent definitions of trust, making it difficult to compare results across studies. This paper contributes by proposing and validating measures for a multidisciplinary, multidimensional model of trust in e-commerce. The model includes four high-level constructs--disposition to trust, institution-based trust, trusting beliefs, and trusting intentions--which are further delineated into 16 measurable, literature-grounded subconstructs. The psychometric properties of the measures are demonstrated through use of a hypothetical, legal advice Web site. The results show that trust is indeed a multidimensional concept. Proposed relationships among the trust constructs are tested (for internal nomological validity), as are relationships between the trust constructs and three other e-commerce constructs (for external nomological validity)--Web experience, personal innovativeness, and Web site quality. Suggestions for future research as well as implications for practice are discussed.

[1]  R. Burt,et al.  Trust and third-party gossip. , 1996 .

[2]  Michaela Koller Risk as a Determinant of Trust , 1988 .

[3]  D. H. Mills The Logic and Limits of Trust , 1983 .

[4]  Batya Friedman,et al.  Trust online , 2000, CACM.

[5]  Roger N. Blakeney,et al.  A Transactional View of the Role of Trust in Organizational Communication , 1986 .

[6]  E. Buchborn [Trust and distrust]. , 1983, MMW, Munchener medizinische Wochenschrift.

[7]  Janet H. Gaines,et al.  Upward Communication in Industry: An Experiment , 1980 .

[8]  Blair H. Sheppard,et al.  Business on a handshake , 1992 .

[9]  J. Horrigan,et al.  Trust and privacy online: Why Americans want to rewrite the rules , 2000 .

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

[11]  R. Lewicki,et al.  Trust And Distrust: New Relationships and Realities , 1998 .

[12]  Bryan W. Husted,et al.  Trust in Business Relations: Directions for Empirical Research , 1989 .

[13]  R. Lewicki,et al.  Trust in relationships: A model of development and decline. , 1995 .

[14]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[15]  Sirkka L. Jarvenpaa,et al.  Consumer Trust in an Internet Store: A Cross-Cultural Validation , 2006, J. Comput. Mediat. Commun..

[16]  Viswanath Venkatesh,et al.  Creation of Favorable User Perceptions: Exploring the Role of Intrinsic Motivation , 1999, MIS Q..

[17]  C. Coogler,et al.  Foundations of Behavioral Research 2nd ed , 1974 .

[18]  J. H. Davis,et al.  An Integrative Model Of Organizational Trust , 1995 .

[19]  J. Lewis,et al.  Trust as a Social Reality , 1985 .

[20]  J. Dunn Trust and Political Agency , 1990 .

[21]  L. Zucker Production of trust: Institutional sources of economic structure, 1840–1920. , 1986 .

[22]  McKnightD. Harrison,et al.  Developing and Validating Trust Measures for e-Commerce , 2002 .

[23]  Blair H. Sheppard,et al.  The Theory of Reasoned Action: A Meta-Analysis of Past Research with Recommendations for Modifications and Future Research , 1988 .

[24]  L. Solomon The influence of some types of power relationships and game strategies upon the development of interpersonal trust. , 1960 .

[25]  Rolph E. Anderson,et al.  Multivariate data analysis with readings (2nd ed.) , 1986 .

[26]  James A. Narus,et al.  A Model of Distributor Firm and Manufacturer Firm Working Partnerships , 1990 .

[27]  K. Giffin The contribution of studies of source credibility to a theory of interpersonal trust in the communication process. , 1967, Psychological bulletin.

[28]  Ellen Christiaanse,et al.  The role of trust and assurance services in electronic channels: an exploratory study , 1999, ICIS.

[29]  Ma. de la Natividad Jiménez Salas,et al.  The Conduct of Inquiry , 1967 .

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

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

[32]  Brian Robert Dobing Building trust in user-analyst relationships , 1993 .

[33]  Ben Shneiderman,et al.  Designing trust into online experiences , 2000, CACM.

[34]  Joseph J. Martocchio,et al.  Microcomputer playfulness: development of a measure with workplace implications , 1992 .

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

[36]  J. Eldridge,et al.  Beyond Contract: Work, Power and Trust Relations , 1975 .

[37]  N. L. Chervany,et al.  Initial Trust Formation in New Organizational Relationships , 1998 .

[38]  Gary Klein,et al.  Supervisor Support and Career Anchor Impact on the Career Satisfaction of the Entry-Level Information Systems Professional , 1999, J. Manag. Inf. Syst..

[39]  David Gefen,et al.  Managing User Trust in B2C e-Services , 2003 .

[40]  P. Blau Exchange and Power in Social Life , 1964 .

[41]  Roderick M. Kramer,et al.  Swift trust and temporary groups. , 1996 .

[42]  Filip Lievens,et al.  The construct validity of a Belgian assessment centre: A comparison of different models , 2001 .

[43]  L. Wrightsman CHAPTER 8 – Interpersonal Trust and Attitudes toward Human Nature , 1991 .

[44]  R. Liden,et al.  Effects of impression management on performance ratings: A longitudinal study. , 1995 .

[45]  Sanjay Sharma Managerial Interpretations and Organizational Context as Predictors of Corporate Choice of Environmental Strategy , 2000 .

[46]  P. Ring,et al.  Developmental Processes of Cooperative Interorganizational Relationships , 1994 .

[47]  M. Deutsch The Resolution of ConflictConstructive and Destructive Processes , 1974 .

[48]  Fred D. Davis,et al.  A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies , 2000, Management Science.

[49]  David G. Carnevale,et al.  Trust in the Public Sector , 1992 .

[50]  Dawn S. Carlson,et al.  Construction and Initial Validation of a Multidimensional Measure of Work–Family Conflict , 2000 .

[51]  R. Golembiewski,et al.  The centrality of interpersonal trust in group processes , 1975 .

[52]  N. Luhmann,et al.  Trust: Making and Breaking Cooperative Relations , 1990 .

[53]  M. Gordon,et al.  The “Science of the Sophomore” Revisited: from Conjecture to Empiricism , 1986 .

[54]  G. Zalman,et al.  The importance of personal trust in the use of research , 1998 .

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

[56]  D. Mcgregor The professional manager , 1968 .

[57]  L. L. Cummings,et al.  The Organizational Trust Inventory (OTI): Development and validation. , 1996 .

[58]  A. Zaheer,et al.  Relational governance as an interorganizational strategy: An empirical test of the role of trust in economic exchange , 1995 .

[59]  Samer Faraj,et al.  The Role of Intermediaries in the Development of Trust on the WWW: The Use and Prominence of Trusted Third Parties and Privacy Statements , 2006, J. Comput. Mediat. Commun..

[60]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[61]  Matthew K. O. Lee,et al.  EC-Trust (Trust in Electronic Commerce): Exploring the Antecedent Factors , 1999 .

[62]  I. Fras Identity: Youth and Crisis , 1968 .

[63]  Dale E. Zand Trust and Managerial Problem Solving , 1972 .

[64]  P. Keen,et al.  Electronic Commerce Relationships: Trust by Design , 1999 .

[65]  S. Sitkin,et al.  Explaining the Limited Effectiveness of Legalistic “Remedies” for Trust/Distrust , 1993 .

[66]  Richard P. Bagozzi,et al.  Assessing Construct Validity in Organizational Research , 1991 .

[67]  D. Gefen,et al.  E-commerce: the role of familiarity and trust , 2000 .

[68]  Donna L. Hoffman,et al.  Building consumer trust online , 1999, CACM.

[69]  L. Delbeke Quasi-experimentation - design and analysis issues for field settings - cook,td, campbell,dt , 1980 .

[70]  J. Rotter Generalized expectancies for interpersonal trust. , 1971 .

[71]  Duane T. Wegener,et al.  Evaluating the use of exploratory factor analysis in psychological research. , 1999 .

[72]  Aneil Mishra ORGANIZATIONAL RESPONSES TO CRISIS: THE CENTRALITY OF TRUST , 1996 .

[73]  Gregory A. Bigley,et al.  Straining for Shared Meaning in Organization Science: Problems of Trust and Distrust , 1998 .

[74]  Harvey Einbinder,et al.  International Encyclopedia of the Social Sciences , 2008 .

[75]  John K. Butler Toward Understanding and Measuring Conditions of Trust: Evolution of a Conditions of Trust Inventory , 1991 .

[76]  R. Cranley,et al.  Multivariate Analysis—Methods and Applications , 1985 .

[77]  S. Worchel,et al.  The Social psychology of intergroup relations , 1979 .

[78]  Detmar W. Straub,et al.  Validating Instruments in MIS Research , 1989, MIS Q..

[79]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[80]  Abraham Kaplan,et al.  Book Review of the Month : "A Guide For the Perplexed" , 1965 .

[81]  Chen Wang,et al.  Consumer privacy concerns about Internet marketing , 1998, CACM.

[82]  Joseph P. Cannon,et al.  Understanding the Influence of National Culture on the Development of Trust , 1998 .

[83]  Robert N. Stern,et al.  Informal Networks and Organizational Crises: An Experimental Simulation , 1988 .

[84]  Richard D. Heimovics Trust and Influence in an Ambiguous Group Setting , 1984 .

[85]  M. Zanna,et al.  Direct Experience And Attitude-Behavior Consistency , 1981 .

[86]  T. Yamagishi,et al.  Trust and commitment in the United States and Japan , 1994 .

[87]  H. W. Kee,et al.  Conceptual and methodological considerations in the study of trust and suspicion , 1970 .

[88]  Viswanath Venkatesh,et al.  Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model , 2000, Inf. Syst. Res..

[89]  Colin Camerer,et al.  Not So Different After All: A Cross-Discipline View Of Trust , 1998 .

[90]  Venkateshviswanath,et al.  A Theoretical Extension of the Technology Acceptance Model , 2000 .

[91]  Norman L. Chervany,et al.  What Trust Means in E-Commerce Customer Relationships: An Interdisciplinary Conceptual Typology , 2001, Int. J. Electron. Commer..

[92]  David Gefen,et al.  Building users' trust in freeware providers and the effects of this trust on users' perceptions of usefulness, ease of use and intended use of freeware , 1997 .

[93]  G. Dunea Typologies , 1986, British medical journal.

[94]  T. Cook,et al.  Quasi-experimentation: Design & analysis issues for field settings , 1979 .

[95]  Anol Bhattacherjee,et al.  Individual Trust in Online Firms: Scale Development and Initial Test , 2002, J. Manag. Inf. Syst..

[96]  Steven C. Currall,et al.  Measuring trust between organizational boundary role persons. , 1995 .

[97]  J. Lynch Theory and external validity , 1999 .

[98]  Howard B. Lee,et al.  Foundations of Behavioral Research , 1973 .

[99]  Ritu Agarwal,et al.  A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology , 1998, Inf. Syst. Res..

[100]  VenkateshViswanath Determinants of Perceived Ease of Use , 2000 .

[101]  Kaori Sato Trust and group size in a social dilemma , 1988 .

[102]  J. H. Steiger Statistically based tests for the number of common factors , 1980 .

[103]  Katherine J. Stewart,et al.  Transference as a means of building trust in World Wide Web sites , 1999, ICIS.

[104]  A. Baier Trust and Antitrust , 1986, Ethics.

[105]  R. Kasperson,et al.  Social Distrust as a Factor in Siting Hazardous Facilities and Communicating Risks , 1992 .

[106]  Prabhudev Konana,et al.  Understanding trustworthiness beliefs in electronic brokerage usage , 1999, ICIS.

[107]  S. Shapiro The Social Control of Impersonal Trust , 1987, American Journal of Sociology.

[108]  Norman L. Chervany,et al.  Trust and Distrust Definitions: One Bite at a Time , 2000, Trust in Cyber-societies.

[109]  Eric M. Uslaner,et al.  Social capital and the net , 2000, CACM.

[110]  T. Bonoma Conflict, cooperation and trust in three power systems , 1976 .

[111]  Detmar W. Straub,et al.  Validation in Information Systems Research: A State-of-the-Art Assessment , 2001, MIS Q..

[112]  J. G. Holmes Trust and the appraisal process in close relationships. , 1991 .

[113]  S. Lindskold Trust development, the GRIT proposal, and the effects of conciliatory acts on conflict and cooperation. , 1978 .

[114]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[115]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[116]  C. Johnson-George,et al.  Measurement of specific interpersonal trust: Construction and validation of a scale to assess trust in a specific other. , 1982 .

[117]  Roderick P. McDonald,et al.  Factor Analysis and Related Methods , 1985 .