A multi-theory perspective on enablers of inter-organizational information and communication technology: A comparison of China and the Netherlands

Abstract Prior research on implementation of Information and Communication Technology (ICT) has predominantly been viewed from an intra- organizational perspective. This paper aims to extend this view by taking an inter-organizational perspective. By combining insights gained from two theoretical perspectives: transaction cost economics and relational exchange theory, we seek to understand enablers of inter-organizational ICT. Also, we investigate the effect of the socio-economic climate by comparing the country contexts of China and the Netherlands. We use survey data from 112 Dutch and 320 Chinese firms to test our hypotheses regarding potential differences between these countries. The paper helps in understanding the idea that enablers of Inter-organizational ICT implementation could depend on country context. In the Dutch context, the transaction cost based perspective provides a valuable explanation for the use of Inter-organizational ICT, while in the Chinese context, both transaction cost economics, and relational exchange theory based perspectives help understand enablers for Inter-organizational ICT. Managers of global companies can use insights from this study to help guide their implementation of ICT strategy. Particularly, it may be noted that, despite a desire for uniformity and standardization, there might be different ways of implementing ICT that are attributed to country contexts.

[1]  Kevin Zhu,et al.  Global Technology, Local Adoption: A Cross-Country Investigation of Internet Adoption by Companies in the United States and China , 2004, Electron. Mark..

[2]  J. Oxley,et al.  E-Commerce Readiness: Institutional Environment and International Competitiveness , 2001 .

[3]  Baofeng Huo,et al.  Backward supply chain information sharing: who does it benefit? , 2019 .

[4]  Joseph P. Cannon,et al.  Buyer–Seller Relationships in Business Markets , 1999 .

[5]  L. Phillips Assessing Measurement Error in Key Informant Reports: A Methodological Note on Organizational Analysis in Marketing , 1981 .

[6]  S. Schwartz A Theory of Cultural Values and Some Implications for Work , 1999 .

[7]  Hong Yan,et al.  Benefits of information sharing with supply chain partnerships , 2001, Ind. Manag. Data Syst..

[8]  P. Lowry,et al.  Factors that Influence Interorganizational Use of Information and Communications Technology in Relationship-Based Supply Chains: Evidence from the Macedonian and American Wine Industries , 2016 .

[9]  Jie Wei,et al.  The Assimilation of RFID Technology by Chinese Companies: A Technology Diffusion Perspective , 2015, Inf. Manag..

[10]  Annette Mills,et al.  A model of Internet adoption by SMEs , 2001, Inf. Manag..

[11]  Suzanne Rivard,et al.  A transaction cost model of IT outsourcing , 2004, Inf. Manag..

[12]  Joseph F. Hair,et al.  On the Emancipation of PLS-SEM: A Commentary on Rigdon (2012) , 2014 .

[13]  Giner Alor-Hernández,et al.  The impact of information and communication technologies (ICT) on agility, operating, and economical performance of supply chain , 2017 .

[14]  L. Mattsson Reorganization of distribution in globalization of markets: the dynamic context of supply chain management , 2003 .

[15]  Peng Wang Extra-legal Protection In China: How Guanxi Distorts China’s Legal System And Facilitates The Rise Of Unlawful Protectors , 2014 .

[16]  Gordon W. Cheung,et al.  Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance , 2002 .

[17]  Adam Dymitrowski,et al.  Informal relationships in a company’s internationalization process , 2019, Journal of Business & Industrial Marketing.

[18]  Ziqi Liao,et al.  Inter-firm dependence, inter-firm trust, and operational performance: The mediating effect of e-business integration , 2015, Inf. Manag..

[19]  Patrick Y. K. Chau,et al.  A perception-based model for EDI adoption in small businesses using a technology-organization-environment framework , 2001, Inf. Manag..

[20]  David C. Chou,et al.  Applying design thinking method to social entrepreneurship project , 2018, Comput. Stand. Interfaces.

[21]  Barbara B. Flynn,et al.  The myth of the dragon: Operations management in today's China , 2007 .

[22]  Ling Xue,et al.  Alignments between the depth and breadth of inter-organizational systems deployment and their impact on firm performance , 2016, Inf. Manag..

[23]  Chun-Ho Wu,et al.  An Internet of Things (IoT)-based risk monitoring system for managing cold supply chain risks , 2018, Ind. Manag. Data Syst..

[24]  Anas Aloudat,et al.  An empirical assessment of the antecedents of electronic-business implementation and the resulting organizational performance , 2016, Internet Res..

[25]  M. Hafizi The Existence of Flight to Quality: Evidence From Indonesia , 2019, Proceedings of the 2018 International Conference on Islamic Economics and Business (ICONIES 2018).

[26]  Edward W. N. Bernroider,et al.  The performance of contingencies of supply chain information integration: The roles of product and market complexity , 2015 .

[27]  S. Démurger Infrastructure Development and Economic Growth: An Explanation for Regional Disparities in China? , 2001 .

[28]  Wantao Yu,et al.  Guanxi and operational performance: the mediating role of supply chain integration , 2017, Ind. Manag. Data Syst..

[29]  T. Cheng,et al.  Product variety management and supply chain performance: A capability perspective on their relationships and competitiveness implications , 2017 .

[30]  Sherah Kurnia,et al.  A qualitative study of business-to-business electronic commerce adoption within the Indonesian grocery industry: A multi-theory perspective , 2015, Inf. Manag..

[31]  Brian Fynes,et al.  Investigating the impact of e‐business applications on supply chain collaboration in the German automotive industry , 2013 .

[32]  Joseph F. Hair,et al.  PLS-SEM or CB-SEM: updated guidelines on which method to use , 2017 .

[33]  D. Engel,et al.  The investment-divestment relationship: Resource shifts and intersubsidiary competition within MNEs , 2017, International Business Review.

[34]  Baofeng Huo,et al.  Enablers of supply chain integration: Interpersonal and interorganizational relationship perspectives , 2016, Ind. Manag. Data Syst..

[35]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

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

[37]  Akhil Kumar,et al.  XML - Based Schema Definition for Support of Interorganizational Workflow , 2003, Inf. Syst. Res..

[38]  Ing-Long Wu,et al.  Examining the diffusion of electronic supply chain management with external antecedents and firm performance: A multi-stage analysis , 2010, Decis. Support Syst..

[39]  A. Oke,et al.  Supply Chain Technologies: Linking Adoption, Utilization, and Performance , 2016 .

[40]  F. Pigni,et al.  An Explorative Analysis of the Effects of Information and Communication Technologies and Inter-Organizational Relationships on Supply Chain Management Systems , 2010 .

[41]  Alain Yee-Loong Chong,et al.  Influence of interorganizational relationships on SMEs' e-business adoption , 2009, Internet Res..

[42]  Seng Chee Lim,et al.  An empirical study on factors affecting e-commerce adoption among SMEs in west Malaysia , 2018 .

[43]  F. Jia,et al.  Mitigation of supply chain relational risk caused by cultural differences between China and the West , 2010 .

[44]  M. Frohlich,et al.  Demand chain management in manufacturing and services: web-based integration, drivers and performance , 2002 .

[45]  Thomas J. Dunn,et al.  From alpha to omega: a practical solution to the pervasive problem of internal consistency estimation. , 2014, British journal of psychology.

[46]  Joseph P. Cannon,et al.  Building long-term orientation in buyer–supplier relationships: The moderating role of culture , 2010 .

[47]  Yolanda Polo-Redondo,et al.  Antecedents and consequences of e-business use for European retailers , 2012, Internet Res..

[48]  Yi Jiang,et al.  An institution-based view of international business strategy: a focus on emerging economies , 2008 .

[49]  T. V. D. Vaart,et al.  A critical review of survey-based research in supply chain integration , 2008 .

[50]  Rodney L. Stump,et al.  The contingent effect of specific asset investments on joint action in manufacturer-supplier relationships: An empirical test of the moderating role of reciprocal asset investments, uncertainty, and trust , 1999 .

[51]  F. Sufian,et al.  Bank’s Profit Efficiency Under China Economic Structure Rebalancing: Empirical Evidence Using Index of Economic Freedom , 2018 .

[52]  Kenneth L. Kraemer,et al.  Information Technology Payoff in E-Business Environments: An International Perspective on Value Creation of E-Business in the Financial Services Industry , 2004, J. Manag. Inf. Syst..

[53]  Monideepa Tarafdar,et al.  Agile supply chain strategy and supply chain performance: complementary roles of supply chain practices and information systems capability for agility , 2017, Int. J. Prod. Res..

[54]  J. Scott Armstrong,et al.  Estimating nonresponse bias in mail surveys. , 1977 .

[55]  Izak Benbasat,et al.  Electronic Data Interchange and Small Organizations: Adoption and Impact of Technology , 1995, MIS Q..

[56]  J. Michael Pearson,et al.  Electronic commerce adoption: an empirical study of small and medium US businesses , 2004, Inf. Manag..

[57]  Stephan Ludwig,et al.  Regional Adoption of Business-to-Business Electronic Commerce in China , 2016, Int. J. Electron. Commer..

[58]  Stephen J. Carson,et al.  Uncertainty, Opportunism and Governance: The Effects of Volatility and Ambiguity on Formal and Relational Contracting , 2006 .

[59]  Thomas Alexander Fischer,et al.  A Process Model of Complementarity and Substitution of Contractual and Relational Governance in IS Outsourcing , 2013, J. Manag. Inf. Syst..

[60]  Markus Hertwig,et al.  Institutional effects in the adoption of e-business-technology: Evidence from the German automotive supplier industry , 2012, Inf. Organ..

[61]  Alberto De Toni,et al.  Just-in-time purchasing: an empirical study of operational practices, supplier development and performance , 2000 .

[62]  Kyung Kyu Kim,et al.  Interorganizational information systems visibility and supply chain performance , 2014, Int. J. Inf. Manag..

[63]  J. D. Darbari,et al.  An integrated optimization model for selection of sustainable suppliers based on customers’ expectations , 2019, Operations Research Perspectives.

[64]  Aaron K. Chatterji,et al.  The limits of relational governance: Sales force strategies in the U.S. medical device industry , 2018, Strategic Management Journal.

[65]  Enno Siemsen,et al.  Common Method Bias in Regression Models With Linear, Quadratic, and Interaction Effects , 2010 .

[66]  L. Fredendall,et al.  Supply chain management practices and intellectual property protection in China: Perceptions of Mittelstand managers , 2016 .

[67]  J. Cook,et al.  National Institutions, Entrepreneurship and Global Ict Adoption: A Cross-Country Test of Competing Theories , 2010 .

[68]  Pedro Soto-Acosta,et al.  Analyzing ICT adoption and use effects on knowledge creation: An empirical investigation in SMEs , 2010, Int. J. Inf. Manag..

[69]  W. Reinartz,et al.  Retailing Innovations in a Globalizing Retail Market Environment , 2011 .

[70]  R. Bachmann,et al.  Contract Law, Social Norms and Inter-firm Cooperation , 1997 .

[71]  Dimitrios Chatzoudes,et al.  Factors affecting e-business adoption in SMEs: an empirical research , 2016, J. Enterp. Inf. Manag..

[72]  Keith D. Brouthers,et al.  Boundaries of the Firm: Insights From International Entry Mode Research , 2007 .

[73]  Eric K. Clemons,et al.  Sustaining IT Advantage: The Role of Structural Differences , 1991, MIS Q..

[74]  Suzanne Rivard,et al.  An assessment of the use of Transaction Cost Theory in information technology outsourcing , 2011, J. Strateg. Inf. Syst..

[75]  Zhenzhong Ma,et al.  Relational governance in supplier-buyer relationships: The mediating effects of boundary spanners' interpersonal guanxi in China's B2B market , 2017 .

[76]  Martin Hemmert,et al.  The effectiveness of relational and contractual governance in new product development collaborations: Evidence from Korea , 2015 .

[77]  Blanca Hernández Ortega,et al.  The firm's continuance intentions to use inter-organizational ICTs: The influence of contingency factors and perceptions , 2014, Inf. Manag..

[78]  C. Giménez,et al.  Supply chain integration and performance: the moderating effect of supply complexity , 2012 .

[79]  Roger G. Schroeder,et al.  Perceptual measures of performance: Fact or fiction? , 2004 .

[80]  Pierluigi Rippa,et al.  ERP Implementation: A Cross-Cultural Perspective , 2011 .

[81]  Jan B. Heide,et al.  Do Norms Matter in Marketing Relationships? , 1992 .

[82]  T. V. D. Vaart,et al.  Does ICT influence supply chain management and performance? A review of survey-based research , 2011 .

[83]  Alain Yee-Loong Chong,et al.  E-Supply Chain Integration Adoption: Examination of Buyer–Supplier Relationships , 2018, J. Comput. Inf. Syst..

[84]  D. Arner,et al.  Banking Liberalization and Restructuring in Post-WTO China , 2005 .

[85]  Steve Muylle,et al.  Leveraging the impact of supply chain integration through information technology , 2017 .

[86]  Syed Zamberi Ahmad,et al.  An Empirical Study of Factors Affecting e-Commerce Adoption among Small- and Medium-Sized Enterprises in a Developing Country: Evidence from Malaysia , 2015, Inf. Technol. Dev..

[87]  Ilyoo B. Hong,et al.  A new framework for interorganizational systems based on the linkage of participants' roles , 2002, Inf. Manag..

[88]  Nathan S. Hartman,et al.  Method Variance and Marker Variables: A Review and Comprehensive CFA Marker Technique , 2010 .

[89]  T. V. D. Vaart,et al.  The different impact of inter-organizational and intra-organizational ICT on supply chain performance , 2016 .

[90]  O. Williamson OUTSOURCING: TRANSACTION COST ECONOMICS AND SUPPLY CHAIN MANAGEMENT† , 2008 .

[91]  Thompson S. H. Teo,et al.  Web-enabled supply chain management: Key antecedents and performance impacts , 2011, Int. J. Inf. Manag..

[92]  Kenneth L. Kraemer,et al.  Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value , 2004, MIS Q..

[93]  Rudolf R. Sinkovics,et al.  The impact of technological, organizational and environmental characteristics on electronic collaboration and relationship performance in international customer-supplier relationships , 2014, Inf. Manag..

[94]  Vidyaranya B. Gargeya,et al.  Information systems for supply chain management: a systematic literature analysis , 2019, Int. J. Prod. Res..

[95]  Jaideep Motwani,et al.  Understanding Small Business Electronic Commerce Adoption: An Empirical Analysis , 2001, J. Comput. Inf. Syst..

[96]  Torbjørn H. Netland,et al.  Implementing Corporate Lean Programs: The Effect of Management Control Practices , 2015 .

[97]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

[98]  David C. Yen,et al.  Web technology and supply chain management , 2004, Inf. Manag. Comput. Secur..

[99]  Noor Azizi Ismail,et al.  The moderating role of trust in business to business electronic commerce (B2B EC) adoption , 2017, Comput. Hum. Behav..

[100]  Qian Huang,et al.  The impact of trust, guanxi orientation and face on the intention of Chinese employees and managers to engage in peer‐to‐peer tacit and explicit knowledge sharing , 2011, Inf. Syst. J..

[101]  Yipeng Liu,et al.  How culture influences the way entrepreneurs deal with uncertainty in inter-organizational relationships: The case of returnee versus local entrepreneurs in China , 2016 .

[102]  S. Afshin Mansouri,et al.  The role of Guanxi in green supply chain management in Asia's emerging economies: A conceptual framework , 2017 .

[103]  M. Huang,et al.  Relationship governance mechanisms and collaborative performance: A relational life-cycle perspective , 2018, Journal of Purchasing and Supply Management.

[104]  Shaohan Cai,et al.  Implementing supply chain information integration in China: The role of institutional forces and trust⋆ , 2010 .

[105]  A. Tsakanikas,et al.  What drives ICT adoption by SMEs? Evidence from a large-scale survey in Greece , 2017 .

[106]  K. Kim,et al.  Inter-organizational information systems visibility in buyer-supplier relationships: The case of telecommunication equipment component manufacturing industry , 2011 .

[107]  M. Cao,et al.  Exploring antecedents of supply chain collaboration: Effects of culture and interorganizational system appropriation , 2018 .

[108]  David A. Johnston,et al.  Effects of supplier trust on performance of cooperative supplier relationships , 2004 .

[109]  P. M. Podsakoff,et al.  Self-Reports in Organizational Research: Problems and Prospects , 1986 .

[110]  J. Jayaram,et al.  A meta-analysis of the exchange hazards–interfirm governance relationship: An informal institutions perspective , 2017 .

[111]  Maris G. Martinsons,et al.  The effects of trust and distrust on ICT-enabled information sharing in supply chains , 2019, The International Journal of Logistics Management.

[112]  Ismail Sila,et al.  Do organisational and environmental factors moderate the effects of Internet-based interorganisational systems on firm performance? , 2010, Eur. J. Inf. Syst..

[113]  A. Sohal,et al.  The effects of supply chain management on technological innovation: The mediating role of guanxi , 2018, International Journal of Production Economics.

[114]  Alain Yee-Loong Chong,et al.  Predicting open IOS adoption in SMEs: An integrated SEM-neural network approach , 2014, Expert Syst. Appl..

[115]  J. Henseler,et al.  Interplay of relational and contractual governance in public-private partnerships: The mediating role of relational norms, trust and partners' contribution , 2018 .

[116]  Eunseong Cho Making Reliability Reliable , 2016 .

[117]  Tiago Oliveira,et al.  Understanding e-business adoption across industries in European countries , 2010, Ind. Manag. Data Syst..

[118]  K. Saffu,et al.  An Empirical Study of Factors Influencing E-Commerce Adoption/Non-Adoption in Slovakian SMEs , 2016 .

[119]  Izak Benbasat,et al.  Research Report: Empirical Test of an EDI Adoption Model , 2001, Inf. Syst. Res..

[120]  Arthur G. Bedeian,et al.  The Measurement Equivalence of Web-Based and Paper-and-Pencil Measures of Transformational Leadership , 2006 .

[121]  Kit Hong Wong,et al.  The effects of business systems leveraging on supply chain performance: Process innovation and uncertainty as moderators , 2019, Inf. Manag..

[122]  Jao-Hong Cheng,et al.  Inter-organizational relationships and information sharing in supply chains , 2011, Int. J. Inf. Manag..

[123]  Jianping Peng,et al.  Mediation effect of business process and supply chain management capabilities on the impact of IT on firm performance: Evidence from Chinese firms , 2016, Int. J. Inf. Manag..

[124]  Fabrice Lumineau,et al.  Revisiting the Interplay between Contractual and Relational Governance: A Qualitative and Meta-Analytic Investigation , 2014 .

[125]  Ibrahim Elbeltagi,et al.  An empirical investigation of business‐to‐business e‐commerce adoption and its impact on SMEs competitive advantage: The case of Egyptian manufacturing SMEs , 2018 .

[126]  Corey M. Angst,et al.  The impact of culture on the relationship between governance and opportunism in outsourcing relationships , 2015 .

[127]  David A. Griffith,et al.  The performance implications of strategic fit of relational norm governance strategies in global supply chain relationships , 2005 .

[128]  W. Zikmund Business Research Methods , 1984 .

[129]  Noor Azizi Ismail,et al.  The contingent role of dependency in predicting the intention to adopt B2B e-commerce , 2018, Inf. Technol. Dev..

[130]  Hsiu-Fen Lin,et al.  Determinants of e-business diffusion: A test of the technology diffusion perspective , 2008 .

[131]  Muhammad Usman Ahmed,et al.  Do a country's logistical capabilities moderate the external integration performance relationship? , 2014 .

[132]  C. Medlin,et al.  Finding good relationships – intended and realized relational governance of international fine wine exchanges , 2018, Journal of World Business.

[133]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[134]  Shuqi Zhang,et al.  Moderating Effects of Gender and Life Cycle in the Relationship between Desired Self-Image and Sport Participation Behavior: A Multi-Group Analysis , 2018, Measurement in Physical Education and Exercise Science.

[135]  Saul Estrin,et al.  Institutions, resources and entry strategies in emerging economies , 2009 .

[136]  Kevin Zhu,et al.  Migrating to internet-based e-commerce: Factors affecting e-commerce adoption and migration at the firm level , 2006, Inf. Manag..

[137]  Marko Grünhagen,et al.  Technological opportunism effects on IT adoption, intra-firm diffusion and performance: Evidence from the U.S. and Spain , 2014 .

[138]  Jose Benitez-Amado,et al.  Adoption of E-Commerce Applications in SMEs , 2011, Ind. Manag. Data Syst..

[139]  Marios Theodosiou,et al.  Antecedents and Performance of Electronic Business Adoption in the Hotel Industry , 2012 .

[140]  Fengmei Gong,et al.  The impact of different contract structures on IT investment in logistics outsourcing , 2018 .

[141]  Alain Yee-Loong Chong,et al.  Adoption of interorganizational system standards in supply chains: An empirical analysis of RosettaNet standards , 2008, Ind. Manag. Data Syst..

[142]  Jorge Luis García-Alcaraz,et al.  The Role of Planning and Implementation of ICT in Operational Benefits , 2018, Sustainability.

[143]  Arun Rai,et al.  Relational Antecedents of Information Flow Integration for Supply Chain Coordination , 2006, J. Manag. Inf. Syst..

[144]  PengJianping,et al.  Mediation effect of business process and supply chain management capabilities on the impact of IT on firm performance , 2016 .

[145]  Jing Zhao,et al.  The influence of inter-firm IT governance strategies on relational performance: The moderation effect of information technology ambidexterity , 2017, Int. J. Inf. Manag..

[146]  Raja Kali,et al.  Guanxi Versus the Market: Ethics and Efficiency , 1999 .

[147]  Shaohan Cai,et al.  The Role of the Guanxi Institution in Skill Acquisition Between Firms: A Study of Chinese Firms , 2014 .

[148]  J. Dunning,et al.  The Cultural Roots of Guanxi: An Exploratory Study , 2007 .

[149]  T. Cheng,et al.  An information processing perspective on supply chain risk management: Antecedents, mechanism, and consequences , 2017 .

[150]  Hongping Yuan,et al.  Investigating partners' opportunistic behavior in joint ventures in China: The role of transaction costs and relational exchanges , 2016 .

[151]  Ida Lindgren,et al.  Emerging forms of inter-organizational and cross-sector collaborations in e-government initiatives: Implications for participative development of information systems , 2016 .