Abstract
This study investigates how the e-business platform certification system affects online trust-building mechanisms for existing brands. Integrating theories of online trust and brand knowledge, we propose that brand awareness and brand image, two sub-dimensions of brand knowledge, contribute to building brand trust in online stores. The effectiveness of e-business platform services also contributes to consumers’ trust in the online channel. Instead of regarding the platform guarantees as the antecedents of online trust, we hypothesize that the e-business platform certification system positively moderates the effects of building online trust. We test the research hypotheses using questionnaire data collected through an online survey and use structural equation modeling to analyze the data. The findings support our proposed model. The theoretical and managerial implications are identified based on the results.

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Aaker, D. A. (1996). Measuring brand equity across products and markets. California Management Review, 38(3), 102–121.
Aaker, J., & Fournier, S. (1995). A brand as a character, a partner and a person: Three perspectives on the question of brand personality. Advances in Consumer Research, 22, 391–395.
Alamro, A., & Rowley, J. (2011). Antecedents of brand preference for mobile telecommunications services. Journal of Product & Brand Management, 20(6), 475–486.
Anderson, J. R. (1983). A spreading activation theory of memory. Journal of Verbal Learning and Verbal Behavior, 54(1), 42–58.
Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 123–133.
Anderson, J. C., & Narus, J. A. (1990). A model of distributor firm and manufacturer firm working partnerships. Journal of Marketing, 54(1), 42–58.
Ba, S., & Pavlou, P. A. (2002). Evidence of the effect of trust building technology in electronic markets: Price premiums and buyer behavior. MIS Quarterly, 26(3), 243–268.
Bentler, P. M. (1983). Some contributions to efficient statistics in structural models: Specification and estimation of moment structures. Psychometrika, 48(4), 493–517.
Bhattacherjee, A. (2002). Individual trust in online firms: Scale development and initial test. Journal of Management Information Systems, 19(1), 211–241.
Bryant, F. B., & Yarnold, P. R. (1995). Principal-components analysis and exploratory and confirmatory factor analysis. In L. G. Grimm & P. R. Yarnold (Eds.), Reading and understanding multivariate statistics (4th ed., pp. 99–136). Washington: American Psychological Association.
Buil, I., de Chernatony, L., & Martínez, E. (2008). A cross-national validation of the consumer-based brand equity scale. Journal of Product & Brand Management, 17(6), 384–392.
Burt, R. S., & Knez, M. (1995). Kinds of third-party effects on trust. Rationality and Society, 7(3), 255–292.
Bustillo, M., & Fowler, G.A., (2009), Wal-Mart sees stores as online edge. The Wall Street Journal. Retrieved from, http://vandymkting.typepad.com/files/2009-12-15-wal-mart-uses-logistics-to-blunt-amazon—wsj.com.pdf.
Byrne, B. M. (2001). Structural equation modeling with AMOS, EQS, and LISREL: Comparative approaches to testing for the factorial validity of a measuring instrument. International Journal of Testing, 1(1), 55–86.
Chaudhuri, A., & Holbrook, M. B. (2001). The chain of effects from brand trust and brand affect to brand performance: The role of brand loyalty. Journal of Marketing, 65(2), 81–93.
Chellappa, R. K., & Pavlou, P. A. (2002). Perceived information security, financial liability and consumer trust in electronic commerce transactions. Logistics Information Management, 15(5/6), 358–368.
Chen, C. C., Chen, X.-P., & Meindl, J. R. (1998). How can cooperation be fostered? The cultural effects of individualism-collectivism. The Academy of Management Review, 23(2), 285–304.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255.
Clark, E. V. (2009). First language acquisition. New York: Cambridge University Press.
Costello, A. B., & Osborne, J. W. (2011) Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment Research & Evaluation 2005.
Cronbach, Lf J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334.
Delgado-Ballester, E., & Munuera-Alemán, J. L. (2001). Brand trust in the context of consumer loyalty. European Journal of Marketing, 35, 1238–1258.
Delgado-Ballester, E., Munuera-Aleman, J. L., & Yague-Guillen, M. J. (2003). Development and validation of a brand trust scale. International Journal of Market Research, 45(1), 35–54.
Denison, D. R., & Mishra, A. K. (1995). Toward a theory of organizational culture and effectiveness. Organization Science, 6(2), 204–223.
Driscoll, J. W. (1978). Trust and participation in organizational decision making as predictors of satisfaction. Academy of Management Journal, 21(1), 44–56.
Erdem, T., & Swait, J. (2004). Brand credibility, brand consideration, and choice. Journal of Consumer Research, 31(1), 191–198.
Esch, F.-R., Langner, T., Schmitt, B. H., & Geus, P. (2006). Are brands forever? How brand knowledge and relationships affect current and future purchases. Journal of Product & Brand Management, 15(2), 98–105.
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299.
Flavián, C., Guinalíu, M., & Gurrea, R. (2006). The role played by perceived usability, satisfaction and consumer trust on website loyalty. Information & Management, 43(1), 1–14.
Gabarro, J. J. (1978). The development of trust, influence, and expectations. In A. Athos & J. J. Gabarro (Eds.), Interpersonal behavior (pp. 290–303). Englewood Cliffs: Prentice Hall.
Ganesan, S. (1994). Determinants of long-term orientation in buyer-seller relationships. Journal of Marketing, 58(2), 1–19.
Garbarino, E., & Johnson, M. S. (1999). The different roles of satisfaction, trust, and commitment in customer relationships. Journal of Marketing, 63(2), 70–87.
Garson, G. D. (2008). Path analysis, from Statnotes: Topics in multivariate analysis.
Gefen, D. (2000). E-commerce: The role of familiarity and trust. Omega, 28, 725–737.
Gefen, D. (2002). Reflections on the dimensions of trust and trustworthiness among online consumers. ACM Sigmis Database, 33(3), 38–53.
Gefen, D., & Silver, M. (1999). Lessons learned from the successful adoption of an ERP system, In Proceedings of the 5th International Conference of the Decision Sciences Institute (pp. 1054–1057).
Gefen, D., & Straub, D. W. (2004). Consumer trust in B2C e-Commerce and the importance of social presence: Experiments in e-Products and e-Services. Omega, 32, 407–424.
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90.
Granovetter, M. (1985). Economic action and social structure: The problem of embeddedness. American Journal of Sociology, 91(3), 481–510.
Hamilton, D. L., & Sherman, S. J. (1996). Perceiving persons and groups. Psychological Review, 103(2), 336–355.
Hawass, H. H. (2013). Brand trust: Implications from consumer doubts in the Egyptian mobile phone market. Journal of Islamic Marketing, 4(1), 80–100.
Herbst, K. C., Finkel, E. J., Allan, D., & Fitzsimons, G. M. (2011). On the dangers of pulling a fast one: Advertisement disclaimer speed, brand trust, and purchase intention. Journal of Consumer Research, 38, 909–919.
Hoffman, D. L., Novak, T. P., & Peralta, M. (1999). How merchants can win back lost consumer trust in the interests of e-commerce sales. Communications of the ACM, 42(4), 80–85.
Hong, I. B., & Cho, H. (2011). The impact of consumer trust on attitudinal loyalty and purchase intentions in B2C e-marketplaces: Intermediary trust vs. seller trust. International Journal of Information Management, 31(5), 469–479.
Hoyer, W. D., & Brown, S. P. (1990). Effects of brand awareness on choice for a common, repeat-purchase product. Journal of Consumer Research, 17(2), 141–148.
Hsu, C., and Cai, L. A., (2009), Brand knowledge, trust and loyalty-a conceptual model of destination branding. In International CHRIE conference-refereed track.
Jarvenpaa, S. L., Tractinsky, N., & Saarinen, L. (1999). Consumer trust in an internet store: A cross-cultural validation. Journal of Computer-Mediated Communication, 5(2), 1–33.
Jiang, P., Jones, D. B., & Javie, S. (2008). How third-party certification programs relate to consumer trust in online transactions: An exploratory study. Psychology & Marketing, 25(9), 839–858.
Kaiser, H. F. (1970). A Second-Generation Little Jiffy. Psychometrika, 35, 401–415.
Kamins, M. A., & Gupta, K. (1994). Congruence between spokesperson and product type: A matchup hypothesis perspective. Psychology & Marketing, 11(6), 569–586.
Keen, P., Balance, G., Chan, S., & Schrump, S. (1999). Electronic Commerce Relationships: Trust by Design. Upper Saddle River: Prentice Hall PTR.
Keller, K. L. (1993). Conceptualizing, measuring, and managing customer-based brand equity. Journal of Marketing, 57(1), 1–22.
Kim, D. J., Song, Y. I., Braynov, S. B., & Rao, H. R. (2005). A multidimensional trust formation model in B-to-C e-commerce: A conceptual framework and content analyses of academia/practitioner perspectives. Decision Support Systems, 40, 143–165.
Kimery, K. M., & McCord, M. (2002). Third party assurances: Mapping the road to trust in e-retailing. Journal of Information Technology Theory and Application (JITTA), 4(2), 63–82.
Kini, A., & Choobineh, J. (1998). Trust in electronic commerce: Definition and theoretical considerations. Proceedings of the Thirty-First Hawaii International Conference on System Sciences, 4, 51–61.
Kollock, P. (1999). The economies of online cooperation, gifts and publics goods in cyberspace. In M. Smith & P. Kollock (Eds.), Communities in cyberspace. London: Routledge.
Kumar, N., Scheer, L. K., & Steenkamp, J. B. E. M. (1995). The effects of perceived interdependence on dealer attitudes. Journal of Marketing Research, 32(3), 348–356.
Larzelre, R. E., & Huston, T. L. (1980). The dyadic trust scale: Toward understanding interpersonal trust in close relationships. Journal of Marriage and Family, 42, 595–604.
Lau, G. T., & Lee, S. H. (1999). Consumers’ trust in a brand and the link to brand loyalty. Journal of Market-Focused Management, 4, 341–370.
Legris, P., Ingham, J., & Collerette, P. (2003). Why do people use information technology? A critical review of the technology acceptance model. Information & Management, 40(3), 191–204.
Lowry, P. B., & Gaskin, J. (2014). Partial least squares (PLS) structural equation modeling (SEM) for building and testing behavioral causal theory: When to choose it and how to use it. IEEE Transactions on Professional Communication, IEEE, 57(2), 123–146.
Luhmann, N. (1982). Trust and Power. Chichester, UK: Wiley.
Luhmann, N. (1998). Observations on modernity. Stanford, California: Stanford University Press.
Luo, Y. (2002). Contract, cooperation, and performance in international joint ventures. Strategic Management Journal, 23, 903–919.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4(1), 84–99.
Macdonald, E. K., & Sharp, B. M. (2000). Brand awareness effects on consumer decision making for a common, repeat purchase product: A replication. Journal of Business Research, 48, 5–15.
Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integrative model of organizational trust. The Academy of Management Review, 20(3), 709–734.
McAllister, D. J. (1995). Affect- and cognition-based trust as foundations for interpersonal cooperation in organizations. The Academy of Management Journal, 38(1), 24–59.
McKnight, D. H., Cummings, L. L., & Chervany, N. L. (1998). Initial trust formation in new organizational relationships. Academy of Management Review, 23(3), 473–490.
McKnight, D. H., Choudhury, V., & Kacmar, C. (2002). Developing and validating trust measures for e-commerce: An integrative typology. Information Systems Research, 13(3), 334–359.
Moorman, C., Zaltman, G., & Deshpande, R. (1992). Relationships between providers and users of market research: The dynamics of trust. Journal of Marketing Research, 29(3), 314–328.
Motameni, R., & Shahrokhi, M. (1998). Brand equity valuation: A global perspective. Journal of Product & Brand Management, 7(4), 275–290.
Netemeyer, R. G., Krishnan, B., Pullig, C., Wang, G., Yagci, M., Dean, D., et al. (2004). Developing and validating measures of facets of customer-based brand equity. Journal of Business Research, 57, 209–224.
Nidumolu, S. (1989). The impact of interorganizational systems on the form and climate of seller-buyer relationships. In Proceedings of the Tenth International Conference on Information Systems (pp. 28–304). ACM.
North, D. C. (1990). A transaction cost theory of politics. Journal of Theoretical Politics, 2(4), 355–367.
Ou, C. X., Pavlou, P. A., & Davison, R. M. (2014). Swift GUANXI in online marketplaces: The role of computer-mediated communication technologies. MIS Quarterly, 38(1), 209–230.
Palmer, J. W., Bailey, J. P., & Faraj, S. (2000). The role of intermediaries in the development of trust on the WWW: The use and prominence of trusted third parties and privacy statements. Journal of Computer-Mediated Communication. doi:10.1111/j.1083-6101.2000.tb00342.x.
Pappu, R., Quester, P. G., & Cooksey, R. W. (2005). Consumer-based brand equity: Improving the measurement-empirical evidence. Journal of Product & Brand Management, 14(3), 143–154.
Park, C. W., Jaworski, B. J., & Maclnnis, D. J. (1986). Strategic and brand concept-image management. Journal of Marketing, 50, 135–145.
Pavlou, P. A., & Gefen, D. (2004). Building effective online marketplaces with institution-based trust. Information Systems Research, 15(1), 37–59.
Qureshi, I., & Compeau, D. (2009). Assessing between-group differences in information systems research: A comparison of covariance-and component-based SEM. MIS Quarterly, 33(1), 197–214.
Raykov, T., & Marcoulides, G. A. (2006). On multilevel model reliability estimation from the perspective of structural equation modeling. Structural Equation Modeling, 13(1), 130–141.
Reichheld, F. F. (2000). Schefter P. E-loyalty, Harvard Business Review, 78(4), 105–113.
Rempel, J. K., Holmes, J. G., & Zanna, M. P. (1985). Trust in close relationships. Journal of Personality and Social Psychology, 49(1), 95–112.
Richardson, P. S., Dick, A. S., & Jain, A. K. (1994). Extrinsic and intrinsic cue effects on perceptions of store brand quality. Journal of Marketing, 58(4), 28–36.
Rossiter, J. R., & Larry, P. (1987). Advertising and promotion management: McGraw-Hill series in marketing. New York, NY, England: McGraw-Hill Book Company.
Rotter, J. (1967). A new scale for the measurement of interpersonal trust. Journal of Personality, 35(4), 651–665.
Rousseau, D. M., Sitkin, S. B., Burt, R. S., & Camerer, C. (1998). Not so different after all: A cross-discipline view of trust. Academy of Management Review, 23(3), 393–404.
Sauer, P. L., & Dick, A. (1993). Using moderator variables in structural equation models. Advances in Consumer Research, 20(1), 637–640.
Schumacher, R. E., & Lomax, R. G. (1996). A beginner’s guide to structural equation modeling. New Jersey: Erlbaum.
Serva, M. A., Benamati, J. S., & Fuller, M. A. (2005). Trustworthiness in B2C E-commerce: An examination of alternative models. The DATABASE for Advances in Information Systems, 36(3), 89–108.
Shah, D. V., Cho, J., Eveland, W. P, Jr, & Kwak, N. (2005). Information and expression in a digital age: Modeling internet effects on civic participation. Communication Research, 32(5), 531–565.
Srinivasan, V., Park, C. S., & Chang, D. R. (2005). An approach to the measurement, analysis, and prediction of brand equity and its sources. Management Science, 51(9), 1433–1448.
Srull, T. K., & Wyer, R. S, Jr. (1989). Person, memory and judgment. Psychological Review, 96(1), 58–83.
Stewart, K. J., & Zhang, Y. (2003). Effects of hypertext links on trust transfer. In Proceedings of the 5th International Conference on Electronic Commerce (pp. 235–239). New York: ACM Press.
Tolba, A. H., & Hassan, S. S. (2009). Linking customer-based brand equity with brand market performance: A managerial approach. Journal of Product & Brand Management, 18(5), 356–366.
Urban, G. L., Sultan, F., & Qualls, W. J. (2000). Placing trust at the center of your Internet strategy. Sloan Management Review, 42(1), 39–48.
Westland, J. C. (2015). Structural equation modeling: from paths to networks (pp. 47–60). New York: Springer.
Williamson, O. E. (1993). Calculativeness, trust, and economic organization. Journal of Law and Economics, 36910, 453–486.
Zucker, L. G. (1986). Production of trust: Institutional sources of economic structure. Research in Organizational Behavior, 8, 53–111.
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Ke, D., Chen, A. & Su, C. Online trust-building mechanisms for existing brands: the moderating role of the e-business platform certification system. Electron Commer Res 16, 189–216 (2016). https://doi.org/10.1007/s10660-016-9217-8
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DOI: https://doi.org/10.1007/s10660-016-9217-8