Perceived risk and trust associated with purchasing at electronic marketplaces
Open accessAbstract
Understanding consumer behaviour is of vital importance to consumer-oriented e-business models today. In this paper, we study the relationships between consumer perceptions of risk and trust and the attitude towards purchasing at a consumer-to-consumer electronic marketplace (EM). Typical for EM settings is that consumer behaviour is subject to perceptions of the selling party as well as of the institutional structures of the intermediary that is operating the EM. Building upon the well-established literature of trust, we consider the concepts of intermediary trust and seller trust. We extend this categorisation by introducing the concepts of intermediary risk and seller risk. We developed measurement instruments for intermediary risk and seller risk. All measurement scales have acceptable alphas and are unidimensional. An empirical study is conducted to explore the relationships between the risk and trust types and consumer purchase attitude. The results reveal significant, direct effects of seller trust and seller risk. Second-order effects of intermediary trust and intermediary risk are investigated and reported. The paper concludes with general observations and recommendations for research and practice.
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Trust beliefs positively influence customer online purchase intention.
“It has been demonstrated in the extant literature that trust beliefs positively influence customer online purchase intention (Verhagen, Meents, and Tan, 2006;Verhagen, Tan and Meents, 2004;McKnight, Choudhury and Kacmar, 2002;Lim, Sia, Lee and Benbasat, 2001;Jarvenpaa, Tractinsky, and Vitale, 1999).”
From The Effects of Shopping Orientations, Online Trust and Prior Online Purchase Experience toward Customers' Online Purchase Intention (2010) · cites this paper as Verhagen, Meents, and Tan, 2006
The Discussion (page unavailable) reports that party trust positively predicts attitudes toward purchasing at an electronic marketplace. The Conceptual model (page unavailable) says such effects can carry over to behavioural intention through attitude, but this study tested attitudes, not purchase intention itself. (LLM, conf=0.85)
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Cites
A Paradigm for Developing Better Measures of Marketing Constructs
Churchill, G. A. (1979) · Journal of Marketing Research · doi:10.1177/002224377901600110 · Cited by 16,549 · see citing works
Developing buyer-seller relationships
Dwyer, F. R., Schurr, P. H., & Oh, S. (1987) · Journal of Marketing · doi:10.1177/002224298705100202 · Cited by 9,139 · see citing works
Trust and TAM in Online Shopping: An Integrated Model1
Gefen, D., Karahanna, E., & Straub, D. W. (2003) · MIS Quarterly · doi:10.2307/30036519 · Cited by 8,635 · see citing works
Determinants of Long-Term Orientation in Buyer-Seller Relationships
Ganesan, S. (1994) · Journal of Marketing · doi:10.1177/002224299405800201 · Cited by 6,741 · see citing works
(2003) · International Journal of Electronic Commerce · doi:10.1080/10864415.2003.11044275 · Cited by 5,715 · see citing works
Development and validation of work–family conflict and family–work conflict scales
Netemeyer, R. G., Boles, J. S., & McMurrian, R. (1996) · Journal of Applied Psychology · doi:10.1037/0021-9010.81.4.400 · Cited by 3,864 · see citing works
Consumer trust in an Internet store
Jarvenpaa, S. L., Tractinsky, N., & Vitale, M. (2000) · Information Technology and Management · doi:10.1023/a:1019104520776 · Cited by 2,577 · see citing works
Building Effective Online Marketplaces with Institution-Based Trust
Pavlou, P. A., & Gefen, D. (2004) · Information Systems Research · doi:10.1287/isre.1040.0015 · Cited by 2,516 · see citing works
What trust means in e-commerce customer relationships: an interdisciplinary conceptual typology
McKnight, D. H., & Chervany, N. L. (2001) · International Journal of Electronic Commerce · doi:10.1080/10864415.2001.11044235 · Cited by 2,282 · see citing works
Statistical analysis of sets of congeneric tests
Jöreskog, K. G. (1971) · Psychometrika · doi:10.1007/bf02291393 · Cited by 1,481 · see citing works
The emerging role of electronic marketplaces on the Internet
Bakos, Y. (1998) · Communications of the ACM · doi:10.1145/280324.280330 · Cited by 1,386 · cited 1× · see citing works
“An EM is defined here as a website as well as the underlying procedures, routines and information systems that match buyers and sellers, facilitate the exchange of information, goods, services and payments associated with transactions and provide an institutional infrastructure (see Bakos, 1998).”
BackgroundPerceived risk: Further considerations for the marketing discipline
Stone, R. N., & Grønhaug, K. (1993) · European Journal of Marketing · doi:10.1108/03090569310026637 · Cited by 1,348 · cited 2× · see citing works
“According to the TRA, the attitude towards behaviour is a direct determinant of the behavioural intention to perform the behaviour.”
BackgroundUnderstanding online purchase intentions: contributions from technology and trust perspectives
van der Heijden, H., Verhagen, T., & Creemers, M. (2003) · European Journal of Information Systems · doi:10.1057/palgrave.ejis.3000445 · Cited by 1,230 · see citing works
Self-citationOn the Meaning of within-Factor Correlated Measurement Errors
Gerbing, D. W., & Anderson, J. C. (1984) · Journal of Consumer Research · doi:10.1086/208993 · Cited by 526 · see citing works
Pavlou, P. A. (2002) · The Journal of Strategic Information Systems · doi:10.1016/s0963-8687(02)00017-3 · Cited by 510 · see citing works
Flagged first, then by citations
Research works printed but not linked: 64
- AGARWAL S and TEAS RK (2001) Perceived value: mediating role of perceived risk. Journal of Marketing theory and Practice 9(4), 1-14.
- AJZEN I and FISHBEIN M (1980) Understanding Attitudes and Predicting Social Behaviour , Prentice Hall, Inc., Englewood Cliffs, New Jersey.
- ANDERSON JC and GERBING DW (1988) Structural equation modelling in practice: a review and recommended two-step approach. Psychological Bulletin 103(3), 411-423.
- ARTZ N and TYBOUT AM (1999) The moderating impact of quantitative information on the relationship between source credibility and persuasion: a persuasion knowledge model interpretation. Marketing Letters 10(1), 51-62.
- BAGOZZI RP and PHILIPS LW (1982) Representing and testing organizational theories: a holistic construal. Administrative Science Quarterly 27, 459-489.
- BAILEY J and BAKOS JY (1997) An exploratory study of the emerging role of electronic intermediaries. International Journal of Electronic Commerce 1(3), 7-20.
- BELANGER F, HILLER JS and SMITH WJ (2002) Trustworthiness in electronic commerce: the role of privacy, security, and site attributes. Journal of Strategic Information Systems (11),
- BENSAOU M and VENKATRAMAN N (1996) Inter-organizational relationships and information technology: a conceptual synthesis and a research framework. European Journal of Information Systems 5(2), 84-91.
- BOUDREAU MC, GEFEN D and STRAUB DW (2001) Validation in information systems research: a state-of-the-art assessment. MIS Quarterly 25(1), 1-16.
- BUSS AH (1989) Personality as traits. American Psychologist 44(11), 1378-1388.
- CONCHAR MP, ZINKHAN GM, PETERS C and OLAVARRIETA S (2004) An integrated framework for the conceptualization of consumers' perceived-risk processing. Academy of Marketing Science 32(4), 418-436.
- CROSBY LA, EVANS KR and COWLES D (1990) Relationship quality in services selling: an interpersonal influence perspective. Journal of Marketing 54, 68-81.
- DAS TK and TENG B-S (1998) Between trust and control: developing confidence in partner cooperation in alliances, Academy of Management Review , 23(3), 491-512.
- DAS TK and TENG B-S (2001) Trust, control, and risk in strategic alliances: an integrated framework. Organization Studies 22(2), 251-283.
- DONEY PM and CANNON JP (1997) An examination of the nature of trust in buyer-seller relationships. Journal of Marketing 61(1), 35-51.
- DOWLING GR and STAELIN R (1994) A model of perceived risk and intended riskhandling activity. Journal of Consumer Research, 21(1), 119-134.
- DURKHEIM E (1964) The division of labor in society , Free Press, New York.
- DWYER FR and OH S (1987) Output sector munificence effects on the internal political economy of marketing channels. Journal of Marketing Research 24, 347-358.
- FEATHERMAN MS and PAVLOU PA (2003) Predicting e-services adoption: a perceived risk facets perspective. International Journal of Human-Computer Studies , 59, 451-474.
- FISHBEIN M and AJZEN I (1975) Belief, Attitude, Intention and Behaviour: an introduction to theory and research. Addison-Wesley Publishing Company, Reading Massachusetts.
- GALLIVAN M and DEPLEDGE G (2003) Trust, control and the role of interorganizational systems in electronic partnerships. Information Systems Journal , 13(2), 159-190.
- GEFEN D (2002) Reflections on the dimension of trust and trustworthiness among online consumers . The data base for Advances in Information Systems , 33(3), 38-53.
- GERBING DW and ANDERSON JC (1988) An updated paradigm for scale development incorporating unidimensionality and its assessment. Journal of Marketing Research 25, 186192.
- GRABNER-KRAUTER S (2002) The role of consumers' trust in online-shopping. Journal of Business Ethics 39, 43-50.
- GRABNER-KRAUTER S. and KALUSHA EA (2003) Empirical research in on-line trust: a review and critical assessment. International Journal of Human-Computer Studies 58(6), 783812.
- HIRSHLEIFER J and RILEY JG (1979) The analytics of uncertainty and information: an expository survey. Journal of Economic Literature 17(4), 375-1421.
- JACOBY J and KAPLAN LB (1972) The components of perceived risk. In Proceedings of the third annual conference on the association for consumer research (VENKETASAN M, Ed), p. 382-393, Chicago.
- JAHNG JJ, JAIN H and RAMAMURTHY K (2002) Personality traits and effectiveness of presentation of product information in e-business systems. European Journal of Information systems 11(3), 181- 195.
- JONES MA, REYNOLDS KE, WEUNG S and BEATTY SE (2003) The product-specific nature of impulse buying tendency. Journal of Business Research 56. 505-511.
- 9(1), 1-19. KOUFARIS M and HAMPTON-SOSA W (2004) The development of initial trust in an online company by new customers. Information & Management (41), 377-397.
- KUMAR N, SCHEER LK and STEENKAMP J-BEM (1995a) The effects of supplier fairness on vulnerable resellers. Journal of Marketing Research 32, 54-65.
- KUMAR N, SCHEER LK and STEENKAMP J-BEM (1995b) The effects of perceived interdependence on dealer attitudes. Journal of Marketing Research 32, 348-356.
- LARZELERE RE and HUSTON TL (1980) The dyadic trust scale: toward understanding interpersonal trust in close relationships. Journal of Marriage and the Family , 595-604.
- MALHOTRA NK, Kim SS and Agarwal J (2004) Internet users' information privacy concerns (IUIPC): The construct, the scale, and a causal model. Information Systems Research 15 (4), 336-355.
- MAYER RC, DAVIS JH and SCHOORMAN FD (1995) An integrative model of organizational trust, Academy of Management Review 20(3), 709-734.
- MCKNIGHT DH, CUMMINGS LL and CHERVANY NL (1998) Initial trust formation in new organizational relationships. Academy of Management Review 23(3), 473-490.
- MCKNIGHT DH, CHOUDHURY V and KACMAR C (2002) The impact of initial consumer trust on intentions to transact with a web site: a trust building model. Journal of Strategic Information Systems 11, 297-323.
- MILLIMAN RE and FUGATE DL (1988) Using trust-transference as a persuasion technique: an empirical field investigation. The Journal of Personal Selling and Sales Management 8(2), 1-7.
- MOON J-W and KIM Y-G (2001) Extending the TAM for a world-wide-web context. Information and Management 38(4), 217-230.
- MURRAY KB (1991) A test of services marketing theory: consumer information acquisition activities. Journal of Marketing 55(1), 10-25.
- NETEMEYER RG, BEARDEN WO and SHARMA S (2003) Scaling procedures: issues and applications, Sage Publications , Thousand Oaks, California.
- NUNNALLY JC (1978) Psychometric Theory. McGraw-Hill, New York.
- O'CASS A and FENECH T (2002) Web retailing adoption: exploring the nature of internet users web retailing behaviour. Journal of Retailing and Consumer Services 10(2), 81-94.
- OHANIAN R (1991) The impact of celebrity spokespersons 'perceived image on consumers' intention to purchase. Journal of Advertising Research 31(1), 45-64.
- PALMER JW, BAILEY JP and FARAJ S (2000) The role of intermediaries in the development of trust on the WWW: use and prominence of trusted third parties and privacy statements. Journal of Computer Mediated Communication 5(3), available online at http://jcmc.indiana.edu/vol5/issue3/palmer.html
- PAVLOU PA and GEFEN D (2004) Building effective online marketplaces with institutionbased trust. Information Systems Research 15(1), 37-59.
- PETTY RE, CACIOPPO JT and SCHUMANN D (1983) Central and peripheral routes to advertising effectiveness: the moderating role of involvement. Journal of Consumer Research 10, 135-146.
- RATNASINGAM P (2005) Trust in inter-organizational exchanges: a case study in business to business electronic commerce. Decision Support Systems 39(3), 525-544.
- RING PS and VAN DE VEN AH (1994) Developing processes of cooperative interorganizational relationships. Academy of Management Review 19, 90-118.
- ROUSSEAU DM, SITKIN SB, BURT RS and CAMERER C (1998) Not So Different After All: A Cross-Discipline View of Trust. Academy of Management Review 23(3), 393-404.
- RYAN MJ AND BONFIELD EH (1975) The Fishbein extended model and consumer behaviour. Journal of Consumer Research 2(2), 118-136.
- SCHURR PH and OZANNE JL (1985) Influences on exchange processes: buyers' preconceptions of a seller's trustworthiness and bargaining toughness. Journal of Consumer Research 11, 939-953.
- SHAPIRO SP (1987) The social control of impersonal trust. American Journal of Social Psychology 93(3), 623-658.
- SHEPPARD BH, HARTWICK J and WARSHAW PR (1988) The theory of reasoned action: a meta-analysis of past research with recommendations for modifications and future research. Journal of Consumer Research 15(3), 325-343.
- SHIH H-P (2004) An empirical study on predicting user acceptance of e-shopping on the Web. Information & Management 41(3), 351-368.
- SHIM S, EASTLICK MA, LOTZ SL and WARRINGTON P (2001) An online prepurchase intentions model: the role of intention to search. Journal of Retailing 77(3), 397-416.
- SIRDESHMUKH D, SINGH J and SABOL B (2002) Consumer trust, value, and loyalty in relational exchanges. Journal of Marketing 66 (January), 15-37.
- STRAUB DW (1989) Validating instruments in MIS reseach. MIS Quarterly 13(2),147-169.
- STRUB PJ and PRIEST TB (1976) Two patterns of establishing trust: the marijuana user. Sociological focus 9(4), 399-411.
- TAN Y-H and THOEN W (2000) Towards a generic model of trust for electronic commerce. International Journal of Electronic Commerce 5(2), 61-74.
- TAN Y-H and THOEN W (2002) Formal aspects of a generic model of trust for electronic commerce. Decision Support Systems 33(3), 233-246.
- VAN DER HEIJDEN H and VERHAGEN T (2004) Online store image: conceptual foundations and empirical measurement. Information and Management 41(5), 609-617.
- ZAHEER A. MCEVILIY B and PERRONE V (1998) Does trust matter? Exploring the effects of interorganizational and interpersonal trust on performance. Organization Science 9(2), 141-159.
- ZUCKER L (1986) Production of trust: institutional sources of economic structure. in Organization Behaviour 8(1), 53-111.
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- Authors
- Verhagen, T., Meents, S., & Tan, Y.-H.
- Affiliations
- Vrije Universiteit Amsterdam (NL)
- Corresponding author
- Verhagen, Tibert
- Venue
- European Journal of Information Systems
- Publisher
- Informa UK Limited
- Published
- 2006-12
- Volume
- 15
- Issue
- 6
- Pages
- 542-555
- ISSN
- 0960-085X (ISSN-L)
- 1476-9344
- OpenAlex
- W2266213622
- Cited by
- 270
- References
- 15
- Citations by year
- 2026: 6 · 2025: 3 · 2024: 15 · 2023: 14 · 2022: 14 · 2021: 25 · 2020: 15 · 2019: 13 · 2018: 15 · 2017: 11 · 2016: 20 · 2015: 18 · 2014: 15 · 2013: 15 · 2012: 16
- FWCI
- 24.51
- Type
- journal article
- Language
- en
- Open access
- green
- research.vu.nl
- Licence
- Locations
- European Journal of Information Systems (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- research memorandum (submittedVersion)
- Journal of the Association for Information Systems (submittedVersion)
- VU Research Portal (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- European Conference on Information Systems
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Social Sciences › Sociology and Political Science › Privacy, Security, and Data Protection
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Keywords
- risk perception, trust, seller trust, purchase attitude, consumer behavior, e-commerce business models, measurement instruments
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