Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs

Abstract Social commerce is becoming an important hub for product sourcing, which helps companies to connect with customers and to gain competitive advantages. However, very little empirical research that focuses on small-and medium-sized enterprises (SMEs) has been conducted to date. This study examines factors that affect social commerce adoption by SMEs. Using the Technology-Organisation-Environment (TOE) as the theoretical framework, the researchers tested the model and related hypotheses, employing structural equation modelling. The results from a survey of 181 SMEs in Saudi Arabia indicate that trading partner pressure in the environmental context, followed by top management support in the organisational context, and perceived usefulness in the technological context, have the most significant influence on behavioural intention to use social commerce. The research contributions and conclusion as well as limitations and future research directions are presented.

[1]  H. Alipour,et al.  CRM performance and development of media entrepreneurship in digital, social media and mobile commerce , 2019, International Journal of Emerging Markets.

[2]  James Y. L. Thong,et al.  An Integrated Model of Information Systems Adoption in Small Businesses , 1999, J. Manag. Inf. Syst..

[3]  Joseph F. Hair,et al.  Essentials of Business Research Methods , 2003 .

[4]  A. Gunasekaran,et al.  E-Procurement adoption in the Southcoast SMEs , 2009 .

[5]  A. Scupola,et al.  The Adoption of Internet Commerce by SMEs in the South of Italy: An Environmental, Technological and Organizational Perspective , 2003 .

[6]  A. Achyar,et al.  Effects of Externalities and Flow on Perceived Usefulness, Satisfaction, and Loyalty in Mobile Instant Messaging Promotion , 2016 .

[7]  Lemuria Carter,et al.  Twitter Adoption and Use by SMEs: An Empirical Study , 2012, 2013 46th Hawaii International Conference on System Sciences.

[8]  Salma S. Abed.  A Critical Review of Empirical Research Examining SMEs Adoption from Selected Journals , 2018, I3E.

[9]  Nripendra P. Rana,et al.  Exploring barriers of m-commerce adoption in SMEs in the UK: Developing a framework using ISM , 2019, Int. J. Inf. Manag..

[10]  Damian Radcliffe,et al.  State of Social Media, Middle East: 2018 , 2019 .

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

[12]  Yogesh Kumar Dwivedi,et al.  An empirical validation of a unified model of electronic government adoption (UMEGA) , 2017, Gov. Inf. Q..

[13]  Yogesh Kumar Dwivedi,et al.  Social commerce adoption research from the consumer context: a literature review , 2017, Int. J. Bus. Inf. Syst..

[14]  Anabel Gutierrez Mendoza,et al.  Technological, organisational and environmental factors influencing managers' decision to adopt cloud computing in the UK , 2015, J. Enterp. Inf. Manag..

[15]  Veera Bhatiasevi,et al.  The determinants of social commerce system success for SMEs in Thailand , 2017 .

[16]  Ales Popovic,et al.  Industrial Management & Data Systems Understanding the determinants of business intelligence system adoption stages : an empirical study of SMEs , 2018 .

[17]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[18]  E. Rogers,et al.  Diffusion of Innovations , 1964 .

[19]  Tiago Oliveira,et al.  Literature Review of Information Technology Adoption Models at Firm Level , 2011 .

[20]  Ismail Sila,et al.  Factors affecting the adoption of B2B e-commerce technologies , 2013, Electronic Commerce Research.

[21]  B. Khashab,et al.  Does Facebook Commerce Enhance SMEs Performance? A Structural Equation Analysis of Omani SMEs , 2020 .

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

[23]  Kok Wai Wong,et al.  Perceived Ease of Use and Perceived Usefulness of Social Media for e-Learning in Libyan Higher Education: A Structural Equation Modeling Analysis , 2016 .

[24]  Kar Yan Tam,et al.  Factors Affecting the Adoption of Open Systems: An Exploratory Study , 1997, MIS Q..

[25]  Lemuria Carter,et al.  Social Media Tools Adoption and Use by SMES: An Empirical Study , 2014, J. Organ. End User Comput..

[26]  Aikaterini C. Valvi,et al.  Determinants of social media adoption by B2B organizations , 2015 .

[27]  Frantz Rowe,et al.  An Empirical Study of Determinants of E-Commerce Adoption in SMEs in Vietnam: An Economy in Transition , 2012, J. Glob. Inf. Manag..

[28]  I. Fillis,et al.  Factors impacting on e‐business adoption and development in the smaller firm , 2004 .

[29]  Peter Kawalek,et al.  Predicting SMEs' adoption of enterprise systems , 2009, J. Enterp. Inf. Manag..

[30]  Diana Rahmawati,et al.  Exploratory Study of SMEs Technology Adoption Readiness Factors , 2017 .

[31]  Khalid S. Soliman,et al.  An exploratory study to identify the critical factors affecting the decision to establish Internet-based interorganizational information systems , 2004, Inf. Manag..

[32]  Alemayehu Molla,et al.  eCommerce adoption in developing countries: a model and instrument , 2005, Inf. Manag..

[33]  Alok Mishra,et al.  Factors influencing consumer intention in social commerce adoption , 2017, Inf. Technol. People.

[34]  Tran Thi Hoang Yen,et al.  Analyzing the Barriers to Innovation Development in Emerging Economies: Vietnamese Small and Medium Enterprises (SMEs) as an Empirical Case , 2019, Asian Economic and Financial Review.

[35]  Fintan Clear,et al.  SMEs, electronically-mediated working and data security: cause for concern? , 2007 .

[36]  Diana Adler,et al.  Using Multivariate Statistics , 2016 .

[37]  Jeffrey P. Baker,et al.  The Technology–Organization–Environment Framework , 2012 .

[38]  Peyman Akhavan,et al.  E-Readiness Assessment of Non-Profit ICT SMEs in a Developing Country: The Case of Iran , 2008 .

[39]  M. Mukhtar,et al.  Validating the factors influencing social commerce adoption in small and medium enterprise in Malaysia , 2020 .

[40]  T. Simatupang,et al.  An integrative framework for supply chain collaboration , 2005 .

[41]  Daniel K. Maduku,et al.  Understanding mobile marketing adoption intention by South African SMEs: A multi-perspective framework , 2016, Int. J. Inf. Manag..

[42]  Salma S. Abed.  An Empirical Examination of Factors Affecting Continuance Intention Towards Social Networking Sites , 2016, I3E.

[43]  Colin Gray,et al.  Impact of e-Commerce on Consumers and Small Firms , 2017 .

[44]  Yogesh Kumar Dwivedi,et al.  Industrial Management & Data Systems Development of a survey instrument to examine consumer adoption of broadband , 2016 .

[45]  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.

[46]  Anand Jeyaraj,et al.  A review of the predictors, linkages, and biases in IT innovation adoption research , 2006, J. Inf. Technol..

[47]  Lisa Harris,et al.  Web 2.0 and micro‐businesses: an exploratory investigation , 2012 .

[48]  Mariano Corso,et al.  A role for startups in unleashing the disruptive power of social media , 2016, Int. J. Inf. Manag..

[49]  Margaret McCann,et al.  Use and measurement of social media for SMEs , 2015 .

[50]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[51]  Yogesh Kumar Dwivedi,et al.  Social commerce as a business tool in Saudi Arabia's SMEs , 2016 .

[52]  Varun Grover,et al.  The Initiation, Adoption, and Implementation of Telecommunications Technologies in U.S. Organizations , 1993, J. Manag. Inf. Syst..

[53]  M. Jambulingamis,et al.  Barriers of Venturing into Facebook Commerce among SMEs , 2016 .

[54]  N. Michaelidou,et al.  Usage, barriers and measurement of social media marketing: An exploratory investigation of small and medium B2B brands , 2011 .

[55]  M. Nyadzayo,et al.  Service innovation and adoption in industrial markets: An SME perspective , 2020 .

[56]  David J. Pauleen,et al.  How social media applications affect B2B communication and improve business performance in SMEs , 2016 .

[57]  Adel Alkhalil,et al.  SMEs' Perception of Cloud Computing: Potential and Security , 2012, PRO-VE.

[58]  Yogesh Kumar Dwivedi,et al.  Demographic influence on UK citizens' e-government adoption , 2008, Electron. Gov. an Int. J..

[59]  Gurmeet Singh,et al.  Use of Social Networking Sites by SMEs to Engage With Their Customers: A Developing Country Perspective , 2020 .

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

[61]  M. Nor,et al.  Internal Factors within Entrepreneurs that Influence the Acceptance and Use of Social Commerce among SMEs in Malaysia , 2016 .

[62]  Ahmad Jamal,et al.  Perceived value and perceived usefulness of halal labeling: the role of religion and culture , 2015 .

[63]  C. Gray.  Stage Models of ICT Adoption in Small Firms , 2017 .

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

[65]  Mahmood Hajli,et al.  Social commerce constructs and consumer's intention to buy , 2015, Int. J. Inf. Manag..

[66]  Hart O. Awa,et al.  Using T-O-E theoretical framework to study the adoption of ERP solution , 2016 .

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

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

[69]  Yogesh Kumar Dwivedi,et al.  Evaluating alternative theoretical models for examining citizen centric adoption of e‐government , 2013 .

[70]  Paul A. Pavlou,et al.  Understanding and Predicting Electronic Commerce Adoption: An Extension of the Theory of Planned Behavior , 2006, MIS Q..

[71]  Emilio Esposito,et al.  Using knowledge management systems: A taxonomy of SME strategies , 2017, Int. J. Inf. Manag..

[72]  Yogesh Kumar Dwivedi,et al.  Content design of advertisement for consumer exposure: Mobile marketing through short messaging service , 2017, Int. J. Inf. Manag..

[73]  Paul Cragg,et al.  Creating Value: An SME And Social Media , 2011, PACIS.

[74]  Jana Vogel,et al.  From Words To Numbers Narrative Data And Social Science , 2016 .

[75]  A. Cater-Steel,et al.  SME adoption of e-Commerce in the Central Okanagan region of Canada , 2007 .

[76]  P. Ahmed,et al.  Understanding social commerce adoption: An extension of the Technology Acceptance Model , 2012, 2012 IEEE International Conference on Management of Innovation & Technology (ICMIT).

[77]  Fred D. Davis,et al.  A critical assessment of potential measurement biases in the technology acceptance model: three experiments , 1996, Int. J. Hum. Comput. Stud..

[78]  Stefan Stieglitz,et al.  Adoption and Use of Social Media in Small and Medium-Sized Enterprises , 2013, PRET.

[79]  Zhuo Ran,et al.  What drives consumer knowledge sharing in online travel communities?: Personal attributes or e-service factors? , 2016, Comput. Hum. Behav..

[80]  Ali M. Quazi,et al.  Social Media and SMEs: A Study of Drivers of Adoption of Innovation in Organizational Setting , 2018, J. Electron. Commer. Organ..

[81]  Yogesh Kumar Dwivedi,et al.  Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model , 2017, Information Systems Frontiers.

[82]  Olivier Toubia,et al.  Deriving Value from Social Commerce Networks , 2009 .

[83]  Kenneth L. Kraemer,et al.  Innovation diffusion in global contexts: determinants of post-adoption digital transformation of European companies , 2006, Eur. J. Inf. Syst..

[84]  Khamis Haji Salum,et al.  Exploring the Challenge Impacted SMEs to Adopt Cloud ERP , 2016 .

[85]  Colin C. J. Cheng,et al.  How to enhance SMEs customer involvement using social media: The role of Social CRM , 2018, International Small Business Journal: Researching Entrepreneurship.

[86]  V. Mahajan,et al.  An analysis of e-business adoption and its impact on business performance , 2003 .

[87]  P. Vel,et al.  Attitudinal loyalty, behavioural loyalty and social media: an introspection , 2013 .

[88]  Ashir Ahmed,et al.  Identifying Business Value From The Use Of Social Media: An Sme Perspective , 2012, PACIS.

[89]  Yogesh Kumar Dwivedi,et al.  Implementing e-government in Sri Lanka: Lessons from the UK , 2009, Inf. Technol. Dev..

[90]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[91]  Paul Taylor.  Information and Communication Technology (ICT) Adoption by Small and Medium Enterprises in Developing Countries: The Effects of Leader, Organizational and Market Environment Factors , 2019 .

[92]  Hosny I. Hamdy,et al.  Determinants of continuance intention factor in Kuwait communication market: Case study of Zain-Kuwait , 2015, Comput. Hum. Behav..

[93]  Yu Min Wang,et al.  Understanding the determinants of RFID adoption in the manufacturing industry , 2010 .

[94]  Jinyoung Min,et al.  Building relationships within corporate SNS accounts through social presence formation , 2016, Int. J. Inf. Manag..

[95]  William Yeoh,et al.  Factors That Influence Adoption of Cloud Computing: An Empirical Study of Australian SMEs , 2018, Australas. J. Inf. Syst..

[96]  Yogesh Kumar Dwivedi,et al.  Innovation adoption attributes: a review and synthesis of research findings , 2014 .

[97]  M. Dileepkumar,et al.  Technology disruption and business performance in SMEs , 2019 .

[98]  Chinyao Low,et al.  Understanding the determinants of cloud computing adoption , 2011, Ind. Manag. Data Syst..

[99]  Kevin Grant,et al.  International Journal of Information Management , 2022 .

[100]  Richard W. Brislin,et al.  Comparative Research Methodology: Cross-Cultural Studies , 1976 .

[101]  G. Soutar,et al.  Linking social media to customer relationship management (CRM): a qualitative study on SMEs , 2018 .