Abstract
We develop an overarching model to explain the adoption of business-to-business e-commerce using five business factors: external environment, organizational context, decision-maker’s characteristics, technology context, and organizational learning. Data collected from IS executives was analyzed using logistic regression. Our model has a good fit with over 77 % variance explained. Findings indicate that the existence of informal interest groups, and the tolerant attitude of decision makers towards negative information about business-to-business e-commerce have significant influence on the adoption decision. In addition, our results indicate that price intensity and perceived barriers negatively affect the adoption decision.
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Abdul-Gader, A. H., & Kozar, K. A. (1995). The impact of computer alienation on information technology investment decisions: an exploratory cross-national analysis. MIS Quarterly, 19(4), 535–559.
Ahmad, I. & Agrawal, A.M. (2014). Major impediments in the Growth of B2B E-Commerce market in Kuwait: an empirical study from industrial perspective. European Journal of Business and Management, (6).
Ahmed, M., Hussein, R., Minakhatun, R., & Islam, R. (2007). Building consumers’ confidence in adopting e-commerce: a Malaysian case. International Journal of Business and Systems Research, 1(2), 236–255.
Alam, S. S., Khatibi, A., Ahmad, M. I. S., & Ismail, H. B. (2007). Factors affecting e-commerce adoption in the electronic manufacturing companies in Malaysia. International Journal of Commerce and Management, 17(1/2), 129–139.
Alsaad, A. K. H., Mohamad, R., & Ismail, N. A. (2014). The Moderating Role of Power Exercise in B2B E-commerce Adoption Decision. Procedia – Social and Behavioral Sciences, 130, 515–523.
Al-Somali, S.A., Gholami, R., & Clegg, B. (2011). Determinants of B2B e-commerce adoption in Saudi Arabian firms. International Journal of Digital Society (IJDS), 2(2).
Archer, N., Wang, S., & Kang, C. (2008). Barriers to the adoption of online supply chain solutions in small and medium enterprises. Supply Chain Management: An International Journal, 13(1), 73–82.
Asher, A. (2007). Developing a B2B E-Commerce implementation framework: a study of EDI implementation for procurement. Information Systems Management, 24(4), 373–390.
Attewell, P. (1992). Technology diffusion and organizational learning: the case of business computing. Organization Science, 3(1), 1–19.
Awad, N., & Ragowsky, A. (2008). Establishing trust in electronic commerce through online word of mouth: an examination across genders. Journal of Management Information Systems, 24(4), 101–121.
Bajwa, D. S., & Lewis, L. F. (2003). Does size matter? An investigation of collaborative information technology adoption by U.S. firms. Journal of Information Technology Theory and Application, 5(1), 29.
Bakos, J. P. (1991). A strategic analysis of electronic marketplaces. MIS Quarterly, 15(3), 295–310.
Bala, H., & Venkatesh, V. (2007). Assimilation of interorganizational business process standards. Information Systems Research, 18(3), 340–362.
Barua, A., Konana, P., & Whinston, A. B. (2004). An empirical investigation of net enabled business value. MIS Quarterly, 28(4), 585–620.
Baumeister, R. F., Bratslavsky, E., Finkenauer, C., & Vohs, K. D. (2001). Bad is stronger than good. Review of General Psychology, 5, 323–370.
Beath, C. M. (1991). Supporting the information technology champion. MIS Quarterly, 15(3), 355–374.
Bharati, P., & Chaudhury, A. (2006). Studying the current status of technology adoption. Communications of the ACM, 49(10), 88.
Bhattacherjee, A., Hikmet, N., Menachemi, N., Kayhan, V. O., & Brooks, R. G. (2007). The differential performance effects of healthcare information technology adoption. Information Systems Management, 24(1), 5–14.
Bigne-Alcaniz, E., Aldas-Manzano, J., Andreu-Simo, L., & Ruiz-Mafe, C. (2009). Business-to-Business e-commerce adoption and perceived benefits: evidence from small and medium Spanish enterprises. International Journal of Electronic Business, 7(6), 599–624.
Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminate validation by the multi-trait multi-method matrix. Psychology Bulletin, 56(1), 81–150.
Cao, Q., Duan, W., & Gan. Q. (2011). “Exploring determinants of voting for the “helpfulness” of online user reviews: A text mining approach” Decision Support Systems, 50, 511–521.
Chad, L., Yu-An, H., Man-Shin, C., & Wo-Chung, L. (2007). Effects of information technology maturity on the adoption of investment evaluation methodologies: a survey of large Australian organizations. International Journal of Management, 24(4), 697–711.
Chang, H. H., & Wong, K. H. (2010). Adoption of e-procurement and participation of e-marketplace on firm performance. Information and Management, 47, 262–270.
Chang, H.-L., Easley, R. F., & Shaw, M. J. (2009). Market model-based channel selection in B2B E-Commerce: exploring a buyer’s adoption decisions. Journal of Organizational Computing and Electronic Commerce, 19(4), 237–264.
Chau, P. Y. K., & Tam, K. Y. (1997). Factors affecting the adoption of open systems: an exploratory. MIS Quarterly, 21(1), 1–21.
Chen, P., & Forman, C. (2006). Can Vendors Influence Switching Costs and Compatibility in an Environment with Open Standards? MIS Quarterly, 30, 541–562.
Cho, V. (2006). Factors in the adoption of third-party B2B portals in the textile industry. The Journal of Computer Information Systems, 46(3), 18–31.
Chong, S., & Pervan, G. (2007). “Factors Influencing the Extent of Deployment of Electronic Commerce for Small and Medium-sized Enterprises. Journal of Electronic Commerce in Organizations 5(1), 1--29.
Chwelos, P., Benbasat, I., & Dexter, A. (2001). “Empirical Test of an EDI Adoption Model,” Information Systems Research, 12(1), 304--321.
Cooper, R. B., & Zmud, R. W. (1990). Information Technology Implementation Research: A Technological Diffusion Approach. Management Science, 36(2), 123–139.
Dai, O., & Kauffman, R. J. (2002). Business Models for Internet-Based B2B Electronic Markets. International Journal of Electronic Commerce, 6(4), 41–72.
Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 318–340.
Davis-Sramek, B., Droge, C., Mentzer, J. T., & Myers, M. B. (2009). Creating commitment and loyalty behavior among retailers: what are the roles of service quality and satisfaction? Journal of the Academy of Marketing Science, 37(4), 440–454.
Easingwood, C., & Beard, C. (1989). High Technology Launch Strategies in the U.K. Industrial Marketing Management, 18, 125–138.
Fichman, R. G. (2004). Real Options and IT Platform Adoption: Implications for Theory and Practice. Information Systems Research, 15(2), 132–154.
Fichman, R. G., & Kemerer, C. F. (1999). The Illusory Diffusion of Innovation: An Examination of Assimilation Gaps. Information Systems Research, 10(3), 255–275.
Fiske, S. T. (1980). “Attention and Weight in Person Perception: The Impact of Negative and Extreme Behavior,” Journal of Personality and Social Psychology, 38(6), 889--906.
Frambach, R. T., Barkema, H. G., Nooteboom, B., & Wedel, M. (1998). Adoption of a Service Innovation in the Business Market: An Empirical Test of Supply-Side Variables. Journal of Business Research, 41(2), 161–174.
Gatignon, H., & Robertson, T. S. (1989). Technology Diffusion: An Empirical Test of Competitive Effects. Journal of Marketing, 53(1), 35–49.
Ghobakhloo, M., Hong, T. S., & Standing, C. (2014). Business-to-Business Electronic Commerce Success: A Supply Network Perspective. Journal of Organizational Computing and Electronic Commerce, 24, 312–341.
Gogan, J. L. (1996). The Web’s Impact on Selling Techniques: Historical Perspective and Early Observations. International Journal of Electronic Commerce, 1(2), 89–108.
Grover, V., & Goslar, M. D. (1993). The Initiation, Adoption, and Implementation of Telecommunications Technologies in U.S. Organizations. Journal of Management of Information Systems, 10(1), 141–163.
Gunasekaran, A., McGaughy, R. E., Ngai, E. W. T., & Rai, B. K. (2009). E-Procurement adoption in the Southcoast SMEs. International Journal of Production Economics, 122, 161–175.
Hofstede, G. (1994). The Business of International Business Is Culture. International Business Review, 3(1), 1–14.
Hoffman, D. L., Novak, T. P., & Chatterjee, P. (1995). Commercial Scenarios for the Web: Opportunities and Challenges. Journal of Computer-Mediated Communication, 1(3), 0--0.
Hong, W., & Zhu, K. (2006). Migrating to internet-based e-commerce: Factors affecting e-commerce adoption and migration at the firm level. Information and Management, 43(1), 204–221.
Hosmer, D. W., & Lemeshow, J. S. (1989). Applied Logistic Regression. New York: Wiley.
Huang, Z., Janz, B. D., & Frolick, M. N. (2008). A Comprehensive Examination of Internet-EDI Adoption. Information Systems Management, 25, 273–286.
Iacovou, C. L., Benbasat, I., & Dexter, A. (1995). Electronic Data Interchange and Small Organizations Adoption and Impact of Technology. MIS Quarterly, 19(4), 465–485.
Janita, I., & Chong, W. K. (2013). Barriers of B2B e-Business Adoption in Indonesian SMEs: A Literature Analysis. Procedia Computer Science, 17, 571–578.
Jarvenpaa, S. L., & Ives, B. (1996). Introducing Transformational Information Technologies: The case of the WWW Technology. International Journal of Electronic Commerce, 1(2), 95–126.
Johnson, M. (2010). Barriers to innovation adoption: a study of e-markets. Industrial Management & Data Systems, 110(2), 157–174.
Kang, K. H., & Kang, J. (2009). How do Firms Source External Knowledge for Innovation? Analysing Effects of Different Knowledge Sourcing Methods. International Journal of Innovation Management, 13(1), 1–17.
Kautz, K., & Nielsen, P. A. (2004). Understanding the implementation of software process improvement innovations in software organizations. Information Systems Journal, 14, 3–22.
Kayas, O. G., McLean, R., Hines, T., & Wright, G. H. (2008). The panoptic gaze: Analyzing the interaction between enterprise resource planning technology and organizational culture. International Journal of Information Management, 28(6), 446–452.
Kraemer, K. L., Melville, N. P., Zhu, K., & Dedrick, J. (2006). Global e-commerce: Impacts of National Environment and Policy. Cambridge, Cambridge University Press, 389--402.
Kuan, K. K. Y., & Chau, P. Y. K. (2001). A perception-based model for EDI adoption in small businesses using a technology-organization-environment framework. Information and Management, 38, 507–521.
Larsen, T. J. (1993). Middle Managers’ Contribution to Implemented Information Technology Innovation. Journal of Management Information Systems, 10(2), 155–176.
Laudon, K. C., & Traver, C. G. (2012). Ecommerce 2012- Business-Technology-Society. Eighth Edition. Pearson Education Incorporation, Prentice Hall
Lederer, A. L., Mirchandani, D. A., & Sims, K. (1997). The Link Between information Strategy and Electronic Commerce. Journal of Organizational Computing and Electronic Commerce, 7(1), 17–34.
Lederer, A. L., Mirchandani, D. A., & Sims, K. (1998). Using WISs to Enhance Competitiveness. Communications of the ACM, 41(7), 94–95.
Lee, Y.-C., Chu, P.-Y., & Tseng, H.-L. (2009). Exploring the relationships between information technology adoption and business process reengineering. Journal of management and organization, 15(2), 170–185.
Legner, C., & Vogel, T. (2008). Service-based Interoperability-Leveraging Web Services for Implementing Industry Standards. Electronic Markets, 18(1), 39–52.
Leonard-Barton, D. (1985). Experts as Negative Opinion Leaders in the Diffusion of a Technological Innovation. Journal of Consumer Research, 11(4), 914–92.
Liao, C., Prashant, P., & Hong-Nan, L. (2006). The roles of habit and website quality in ecommerce. International Journal of Information Management, 26(6), 469–483.
Lin, H.-F., & Lin, S.-M. (2008). Determinants of e-business diffusion: A test of the technology diffusion perspective. Technovation, 28, 135–145.
Lin, C., Huang, Y. & Burn, J. (2007). Realising B2B e-Commerce Benefits: The Link with IT Maturity, Evaluation Practices, and B2B e-Commerce Adoption Readiness. European Journal of Information Systems, 16(6), 806--819.
Linying, D., Heshan, S., & Yulin, F. (2007). Do Perceived Leadership Behaviors affect User Technology Beliefs? An Examination of the Impact of Project Champions and Direct Managers. Communications of AIS, 19, 655–679.
Lip-Sam, T., & Hock-Eam, L. (2011). Estimating the Determinants of B2B E-commerce Adoption Among Small & Medium Enterprises. International Journal of Business and Society, 12, 15–30.
Loonam, J. A., & McDonaghi, J. (2005). Exploring Top Management Support for the Introduction of Enterprise Information Systems: A Literature Review. Irish Journal of Management, 26(1), 163–178.
Loukis, E., Spinellis, D., & Katsigiannis, A. (2011). Information Systems Management, 28(2), 130–146.
Mahajan, V., Muller, E., & Kerin, R. A. (1984). Introduction Strategy for New Products with Positive and Negative word-of-mouth. Management Science, 30(12), 1389–1404.
Malhotra, A., Gosain, S., & El Sawy, O. A. (2007). Leveraging Standard Electronic Business Interfaces to Enable Adaptive Supply Chain Partnerships. Information Systems Research, 18(3), 260–279.
Menard, S. (1995). Applied Logistic Regression Analysis. Sage University Paper Series (pp. 07–107). Thousand Oaks: Quantitative Applications in Social Sciences.
Mendoza, A., Stern, L., & Carroll, J. (2010). Support mechanisms for early, medium and longer-term use of technologies. 21st Australasian Conference on Information Systems Proceedings, Paper 73.
Mirchandani, D. A., & Motwani, J. (2001). Understanding Small Business Electronic Commerce Adoption: An Empirical Analysis. Journal of Computer Information Systems, 41(3), 70–73.
Molla, A., & Licker, P. S. (2005). E-Commerce adoption in developing countries: a model and instrument. Information and Management, 42(6), 877–899.
Morgan, P. S., & Teachman, J. D. (1988). Logistic Regression: Description, Examples, and Comparison. Journal of Marriage and the Family, 50, 929–936.
Mukhopadhyay, T., & Kekre, S. (2002). Strategic and Operational Benefits of Electronic Integration in B2B Procurement Processes. Management Science, 48(10), 1301–1313.
Niwe, M. (2007). Standards-based B2B e-Commerce adoption. In J.M. Kizza, J. Muhirwe, J. Aisbett, K. Getao, V. Mbarika, D. Patel, & A.J. Rodrigues (Eds) Special Topics in Computing and ICT Research: Strengthening the role of ICT in Development, Fountain Publishers (pp. 335–346), 3.
Nunnally, J. C. (1967). Psychometric Theory. New York: McGraw-Hill.
Oliveria, T., & Dhillon, G. (2015). From Adoption to Routinization of B2B e-Commerce: Understanding Patterns Across Europe. Journal of Global Information Management, 23(1), 24–43.
Oliveria, T., & Martins, M. F. (2010). Understanding e-business adoption across industries in European countries. Industrial Management & Data Systems, 110(9), 1337–1354.
Pathak, J., & Baldwin, A. (2008). Audit Resource Planning Success in B2B E-Commerce: Development and Testing of a Measurement Scale. Information Systems Management, 25(3), 230–243.
Pavlou, P. A., & Fygenson, M. (2006). Understanding and Predicting Electronic Commerce Adoption: An Extension of the Theory of Planned Behavior. MIS Quarterly, 30(1), 115–143.
Piotrowicz, W. & Irani, Z. (2009). Analysing B2B electronic procurement benefits – information systems perspective. In Proceedings of European and Mediterranean Conference on Information System (EMCIS), pp. 559–579, July 13–14, 2009, Crowne Plaza Hotel, Izmir, Turkey.
Pires, G. D., & Stanton, J. (2005). A Research Framework for the Electronic Procurement Adoption Process: Drawing From Australian Evidence. Journal of Global Business and Technology, 1(2), 12–20.
Porter, M. E. (1979). How Competitive Forces Shape Strategy. Harvard Business Review, 57, 137–145.
Porter, M. E. (1980). Competitive Strategy: Techniques for Analyzing Industries and Companies. New York: The Free Press.
Prescott, M. B., & Conger, S. A. (1995a). Diffusion of Innovation Theory: Borrowing, Extensions and Modifications from IT Researchers. The DATABASE for Advances in Information Systems, 26(2&3), 16–19.
Prescott, M. B., & Conger, S. A. (1995b). Information Technology Innovations: A Classification by IT Locus of Impact and Research Approach. The DATABASE for Advances in Information Systems, 26(2&3), 20–41.
Quaddus, M., & Hofmeyer, G. (2007). An investigation into the factors influencing the adoption of B2B trading exchanges in small businesses. European Journal of Information Systems, 16, 202–216.
Rai, A., Brown, P., & Tang, X. (2009). Organizational Assimilation of Electronic Procurement Innovations. Journal of Management Information Systems, 26(1), 257–296.
Ranganathan, C., Dhaliwal, S. J., & Teo, T. S. H. (2004). Assimilation and diffusion of of web technologies in supply-chain management: an examination of key drivers and performance impacts. International Journal of Electronic Commerce, 9(1), 127–161.
Resnick, P., & Zeckhauser, R. (2002). “Trust Among Strangers in Internet Transactions: Empirical Analysis of eBay's Reputation System,” The Economics of the Internet and E-Commerce. Michael R. Baye (ed). Volume 11 of Advances in Applied Microeconomics. Amsterdam, Elsevier Science, 127--157.
Richards, J., & Shen, D. (2006). E-commerce adoption among Chinese consumers: An exploratory study. Joumal of Intemational Consumer Marketing, 18(3), 33–55.
Robertson, T. S., & Gatignon, H. (1986). Competitive Effects on Technology Diffusion. Journal of Marketing, 50, 1–12.
Rogers, E. M. (1983). Diffusion of Innovations. New York: Free Press.
Ruppel, C. P., & Howard, G. S. (1998). Facilitating Innovation Adoption and Diffusion: The Case of Tele-work. Information Resources Management Journal, 11(3), 5–15.
Sallas, B., Lane, S., Mathews, R., Watkins, T., & Wiley-Patton, S. (2007). An Iterative Assessment Approach to Improve Technology Adoption and Implementation Decisions by Healthcare Managers. Information Systems Management, 24(1), 43–57.
Segev, A., Porra, J., & Roldan, M. (1998). Internet Security and the Case of Bank of America. Communications of the ACM, 41(10), 81–87.
Sharma, S., & Rai, A. (2003). An assessment of the relationship between ISD leadership characteristics and IS innovation adoption in organizations. Information and Management, 40(1), 391–401.
Shih, C., Dedrick, J., & Kraemer, K. L. (2005). Rule of Law and the International Diffusion of E-Commerce. Communications of the ACM, 48(11), 57–62.
Sila, I. (2013). Factors Affecting the Adoption of B2B E-commerce technologies. Electronic Commerce Research, 13, 199–236.
Sila, I., & Dobni, D. (2012). Patterns of B2B e-commerce usage in SMEs. Industrial Management & Data Systems, 122(8), 1255–1271.
Sinha, R. K., & Chandrashekaran, M. (1992). Split Hazard Model for Analyzing the Diffusion of Innovations. Journal of Marketing Research, 29(2), 116–127.
Son, J., & Benbasat, I. (2007). Organizational Buyers’ Adoption and Use of B2B Electronic Marketplaces: Efficiency- and Legitimacy-oriented Perspectives. Journal of Management Information Systems, 24(1), 55–99.
SPSS Window Base 7.5, (1996). SPSS Inc., Chicago, IL.
Stewart, J. (2007). Local Experts in the Domestication of Information and Communication Technologies. Information, Communication & Society, 10(4), 547–569.
Sutton, S., Khazanchi, D., Hampton, C., & Arnold, V. (2008). Risk Analysis in Extended Enterprise Environments: Identification of Critical Risk Factors in B2B E-Commerce Relationships. Journal of the Association of Information Systems, 9(3/4), 151–174.
Swanson, E. B. (1994). Information Systems Innovation among Organizations. Management Science, 40(9), 1069–1092.
Tan, J., Tyler, K., & Manica, A. (2007). Business-to-business adoption of eCommerce in China. Information and Management, 44, 322–351.
Templeton, G. F., Lewis, B. R., & Snyder, C. A. (2002). Development of a Measure for the Organizational Learning Construct. Journal of Management Information Systems, 19(2), 175–218.
Teo, S. H. T., & Kee-hung, L. (2009). Usage and Performance Impact of Electronic Procurement. Journal of Business Logistics, 30(2), 125–139.
Teo, S. H. T., & Ranganathan, C. (2004). Adopters and non-adopters of business-to-business electronic commerce in Singapore. Information and Management, 42(1), 89–102.
Teo, H. H., Wei, K. K., & Benbasat, I. (2003). Predicting Intention to Adopt Interorganizational Linkages: An Institutional Perspective. MIS Quarterly, 27(1), 19–49.
Thatcher, S. M. B., Foster, W., & Zhu, L. (2006). B2B E-Commerce Adoption Decisions in Taiwan: The Interaction of Cultural and Other Institutional Factors. Electronic Commerce Research and Applications, 5, 92–104.
Thaw, Y. Y., Mahmood, A. K., & Dominic, P. D. D. (2009). A Study on the Factors That Influence the Consumers’ Trust on E-commerce Adoption. International Journal of Computer Science and Information Security, 4(1&2), 153–159.
Thong, J. (1999). An Integrated Model of Information Systems Adoption in Small Businesses. Journal of Management Information Systems, 15(4), 187–214.
To, M. L., & Ngai, E. W. T. (2006). Predicting the organizational adoption of B2C e-commerce: an empirical study. Industrial Management and Data Systems, 106(8), 1133–1147.
Tornatzky, L. G., & Fleischer, M. (1990). The Processes of Technological Innovation. Lexington: Lexington Books.
Venkatesh, V., & Bala, H. (2012). Adoption and Impacts of Inter-organizational Business Process Standards: Role of Partnering Synergy. Information Systems Research, 23(4), 1131–1157.
Warrts, E., Van Everdingen, Y. M., & Hillegersberg, J. (2002). The Dynamics of Factors Affecting the Adoption of Innovations. The Journal of Product Innovation Management, 19, 412–23.
White, A., Daniel, E., Ward, J., & Wilson, H. (2007). The adoption of consortium B2B e-marketplaces: An exploratory study. Journal of Strategic Information Systems, 16(1), 71–103.
Wigand, R. T., Steinfield, C. W., & Markus, M. L. (2005). Information Technology Standards Choices and Industry Structure Outcomes: The Case of the U.S. Home Mortgage Industry. Journal of Management Information Systems, 22(2), 165–192.
Wright, P. (1974). The Harassed Decision Maker: Time Pressures, Distractions, and the Use of Evidence. Journal of Applied Psychology, 59, 555–561.
Yin, D., Bond, S., & Zhang, H. (2014). Anxious or Angry? Effects of Discrete Emotions on the Perceived Helpfulness of Online Reviews. MIS Quarterly, 38(2), 539–560.
Yu, C.-S. (2007). What drives enterprises to trading via B2B e-marketplaces? Journal of Electronic Commerce Research, 8(1), 84–100.
Zhang, C., & Dhaliwal, J. (2009). An investigation of resource-based and institutional theoretic factors in technology adoption for operations and supply chain management. International Journal of Production Economics, 120, 252–269.
Zhu, Y., Li, Y., Wang, W., & Chen, J. (2010). What leads to post-implementation success of ERP? An empirical study of the Chinese retail industry. International Journal of Information Management, 30, 265–276.
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Gorla, N., Chiravuri, A. & Chinta, R. Business-to-business e-commerce adoption: An empirical investigation of business factors. Inf Syst Front 19, 645–667 (2017). https://doi.org/10.1007/s10796-015-9616-8
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DOI: https://doi.org/10.1007/s10796-015-9616-8