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

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Cited by:

  1. Rehman, Anisur & Behera, Rajat Kumar & Islam, Md Saiful & Elahi, Yasir Arafat & Abbasi, Faraz Ahmad & Imtiaz, Asma, 2024. "Drivers of metaverse adoption for enhancing marketing capabilities of retail SMEs," Technology in Society, Elsevier, vol. 79(C).
  2. Zhen Wang & Hongyan Zhao, 2025. "A configuration analysis of the driving path of corporate physical investments: Necessary condition analysis and qualitative comparative analysis based on fuzzy sets," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 681-697, January.
  3. Sylvie Michel & Marc Ohana & François Cocula, 2025. "Factors influencing the adoption of digital sales support tools in short food supply chains by agricultural producers," Post-Print hal-05438588, HAL.
  4. Hoang Thuy Dam Luong & Nguyen Huy Khanh, 2022. "Towards an economic recovery after the COVID-19 pandemic: empirical study on electronic commerce adoption by small and medium-sized enterprises in Vietnam," Management & Marketing, Sciendo, vol. 17(2), pages 98-119, June.
  5. Yogesh K Dwivedi & Elvira Ismagilova & Prianka Sarker & Anand Jeyaraj & Yassine Jadil & Laurie Hughes, 2023. "A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption," Information Systems Frontiers, Springer, vol. 25(4), pages 1421-1437, August.
  6. Arsalan Ahmed & Sara Rashid & Norizan Mat Saad & Muhammad Waqas Rana & Ikhtiar Ahmed Khoso & Zeshan Ahmed, 2025. "The tech advantage: exploring technological determinants of social media marketing adoption in Pakistani small and medium startups," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-20, December.
  7. Khalid Mehmood & Pradeep Kautish & Md Rashid & Mei Kei Leong & Huang Honglei, 2026. "Harvesting Green Futures: Charting the TOE‐Based Roadmap to Innovation and Sustainability in Manufacturing SMEs," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 33(1), pages 835-852, January.
  8. Isaac Kofi Mensah & Muhammad Khalil Khan & Cornelius B. Pratt, 2025. "The Moderating Influence of Government Support as the Major Environmental Context on SMEs’ Adoption of Social Media Systems—from the Technology-Organization-Environment Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12567-12594, September.
  9. Muhammad Noman Shafique & Ammar Rashid & Sook Fern Yeo & Umar Adeel, 2023. "Transforming Supply Chains: Powering Circular Economy with Analytics, Integration and Flexibility Using Dual Theory and Deep Learning with PLS-SEM-ANN Analysis," Sustainability, MDPI, vol. 15(15), pages 1-23, August.
  10. Juliet Orji, Ifeyinwa & Ojadi, Frank & Kalu Okwara, Ukoha, 2022. "The nexus between e-commerce adoption in a health pandemic and firm performance: The role of pandemic response strategies," Journal of Business Research, Elsevier, vol. 145(C), pages 616-635.
  11. Ravi Seethamraju & Angela Hecimovic, 2023. "Adoption of artificial intelligence in auditing: An exploratory study," Australian Journal of Management, Australian School of Business, vol. 48(4), pages 780-800, November.
  12. Subhodeep Mukherjee & Venkataiah Chittipaka, 2022. "Analysing the Adoption of Intelligent Agent Technology in Food Supply Chain Management: An Empirical Evidence," FIIB Business Review, , vol. 11(4), pages 438-454, December.
  13. Eman Ismail & Mohamed Hamed Elsharnouby & Hossam Ahmed Hanafy, 2025. "RAISA adoption and organizational performance in Egypt’s travel and hospitality sector: an integrated TOE–BOE perspective," Future Business Journal, Springer, vol. 11(1), pages 1-18, December.
  14. Alok Raj & Anand Jeyaraj, 2023. "Antecedents and consequents of industry 4.0 adoption using technology, organization and environment (TOE) framework: A meta-analysis," Annals of Operations Research, Springer, vol. 322(1), pages 101-124, March.
  15. Laradi, Sofiane & Alrawad, Mahmaod & Lutfi, Abdalwali & Agag, Gomaa, 2024. "Understanding factors affecting social commerce purchase behavior: A longitudinal perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
  16. Srivastava, Deepak Kumar & Kumar, Vikas & Ekren, Banu Yetkin & Upadhyay, Arvind & Tyagi, Mrinal & Kumari, Archana, 2022. "Adopting Industry 4.0 by leveraging organisational factors," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  17. Aminu Adamu Ahmed, 2023. "Analysing the issues surrounding information and communication technology penetration and growth," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 716-732, March.
  18. Gupta, Somya & Ghardallou, Wafa & Pandey, Dharen Kumar & Sahu, Ganesh P., 2022. "Artificial intelligence adoption in the insurance industry: Evidence using the technology–organization–environment framework," Research in International Business and Finance, Elsevier, vol. 63(C).
  19. Yogesh K. Dwivedi & Elvira Ismagilova & Nripendra P. Rana & Ramakrishnan Raman, 2023. "Social Media Adoption, Usage And Impact In Business-To-Business (B2B) Context: A State-Of-The-Art Literature Review," Information Systems Frontiers, Springer, vol. 25(3), pages 971-993, June.
  20. Omar A. Alghamdi, 2024. "Exploring the Link Between Social Media Adoption and Saudi Arabia SME’s Sustainable Performance: The Moderating Role of COVID-19," SAGE Open, , vol. 14(4), pages 21582440241, October.
  21. Kumar, Aman & Shankar, Amit, 2024. "Building a sustainable future with enterprise metaverse in a data-driven era: A technology-organization-environment (TOE) perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
  22. Setyowati, Nuning & Masyhuri & Handoyo Mulyo, Jangkung & Irham, . "Benefits, barriers, and levels of e-commerce adoption: study of traditional beverage SMEs," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 10(3).
  23. Venkataiah Chittipaka & Satish Kumar & Uthayasankar Sivarajah & Jana Lay-Hwa Bowden & Manish Mohan Baral, 2023. "Blockchain Technology for Supply Chains operating in emerging markets: an empirical examination of technology-organization-environment (TOE) framework," Annals of Operations Research, Springer, vol. 327(1), pages 465-492, August.
  24. Sophie Altrock & Anne-Laure Mention & Tor Helge Aas, 2025. "Automation and augmentation in professional services: Exploring the impact of financial self-service technology," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-25, December.
  25. Ai, Mingye & Yu, Yang & Bu, Yan, 2025. "The impact of digital transformation of resource-based enterprises on green innovation: Mechanism analysis based on TOE framework," Innovation and Green Development, Elsevier, vol. 4(4).
  26. Yang, Heetae, 2024. "The utility of remote work solutions in the post-pandemic era: Exploring the mediating effects of productivity and work flexibility," Technology in Society, Elsevier, vol. 78(C).
  27. Ghazanfar Ali Abbasi & Noor Fareen Abdul Rahim & Hongyan Wu & Mohammad Iranmanesh & Benjamin Ng Chee Keong, 2022. "Determinants of SME’s Social Media Marketing Adoption: Competitive Industry as a Moderator," SAGE Open, , vol. 12(1), pages 21582440211, January.
  28. Andrew Jia‐Yi Kam & Siew Yean Tham, 2022. "Barriers to e‐commerce adoption: evidence from the retail and food and beverage sectors in Malaysia," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 36(2), pages 32-51, November.
  29. Ali Alrsheedi & Yulita Hanum P. Iskandar, 2025. "Key factors influencing fintech adoption among Saudi banks: a conceptual framework," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
  30. Kumar, Aman & Shankar, Amit & Behl, Abhishek & Pereira, Vijay & Kapoor, Payal & Papa, Armando, 2025. "Implementing enterprise metaverse as a means of enhancing growth hacking performance: Will adopting the metaverse be a success in organizations?," Journal of Business Research, Elsevier, vol. 188(C).
  31. repec:osf:osfxxx:q7zmu_v1 is not listed on IDEAS
  32. Christian Kwaku Awute, 2026. "Determinants and prevention of creative accounting in financial institutions: Evidence from banking and non-banking sectors in the Tarkwa Nsuaem Municipality, Ghana," International Journal of Business and Management (IJBM), International Emerging Scholars Society (IESS), New Zealand, vol. 5(1), pages 616-642, April.
  33. Pham Quang Huy & Vu Kien Phuc, 2025. "Insight into how social media platforms in building relational social commerce capability for green entrepreneurial innovation," Future Business Journal, Springer, vol. 11(1), pages 1-32, December.
  34. Gupta, Rohit & Rathore, Bhawana & Biswas, Baidyanath & Jaiswal, Mahadeo & Singh, Raunak Kumar, 2024. "Are we ready for metaverse adoption in the service industry? Theoretically exploring the barriers to successful adoption," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  35. Ying Teng & Kuo-Chung Shang & Hui-Chih Wang & Szu-Yu Kuo & Chin-Shan Lu, 2025. "The implementation of blockchain adoption in China’s manufacturing industry: the technology organization environment (TOE) method," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
  36. George Thomas & Norah Ali Albishri & Jamid Ul Islam & Muhammad Tanveer, 2025. "Exploring the Determinants of Artificial Intelligence Adoption Intention in the SMEs of United Arab Emirates," SAGE Open, , vol. 15(4), pages 21582440251, November.
  37. Pham Quang Huy & Vu Kien Phuc, 2025. "How Generative AI Operated by Large Language Models Fosters Sustainable Green Practices in Green Metaverse: Mediating Role of Green Cybersecurity," SN Operations Research Forum, Springer, vol. 6(3), pages 1-36, September.
  38. Sikandar Ali Qalati & Dragana Ostic & Mohammad Ali Bait Ali Sulaiman & Aamir Ali Gopang & Asadullah Khan, 2022. "Social Media and SMEs’ Performance in Developing Countries: Effects of Technological-Organizational-Environmental Factors on the Adoption of Social Media," SAGE Open, , vol. 12(2), pages 21582440221, May.
  39. Oltra, Itziar & Camarero, Carmen & San José, Rebeca, 2025. "Agility in marketing teams: An analysis of factors influencing the entry decision into a trendy social network," Journal of Business Research, Elsevier, vol. 187(C).
  40. Sha Lou & Chunqiong Yao & Dehua Zhang, 2025. "How to promote green innovation of high-pollution firms? A fuzzy-set QCA approach based on the TOE framework," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 4911-4935, February.
  41. Kimberly O. Matao & Sharamie N. Padernal & John Mark B. Lazaro & Helaria B. Carmona, 2025. "Strategic Management and Market Orientation as Influencer of Business Performance among Small and Medium Enterprises," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(6), pages 763-789, June.
  42. Priveena Thanabalan & Ali Vafaei-Zadeh & Haniruzila Hanifah & T. Ramayah, 2025. "Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture," Information Systems Frontiers, Springer, vol. 27(3), pages 1061-1087, June.
  43. Ruchi Mishra & Rajesh Kr Singh & Angappa Gunasekaran, 2025. "Adoption of industry 4.0 technologies for decarbonisation in the steel industry: self-assessment framework with case illustration," Annals of Operations Research, Springer, vol. 355(2), pages 2311-2350, December.
  44. Mohd Faizal Abu Hassan & Abdul Hafaz Ngah & Michael Boon Yiaw Tio, 2023. "Third-party logistics intention to provide cold transportation services. The mediating effect of top management support and organizational readiness in TOE framework," OPSEARCH, Springer;Operational Research Society of India, vol. 60(4), pages 1603-1625, December.
  45. Ha Hoang, 2024. "Navigating the Digital Landscape: An Exploration of the Relationship Between Technology-Organization-Environment Factors and Digital Transformation Adoption in SMEs," SAGE Open, , vol. 14(4), pages 21582440241, November.
  46. Sabelo Mpungose & Lawrence Mpele Lekhanya & Emem O. Anwana, 2025. "A proposed social media adoption model for enhancing the survival and growth of rural SMMEs during the Covid-19 crisis in KwaZulu-Natal," International Journal of Business Ecosystem & Strategy (2687-2293), Bussecon International Academy, vol. 7(3), pages 18-40, June.
  47. Park, Jonghwa & Han, Kyunghyun, 2024. "Exploring Small Entrepreneurs' Goals in Electronic Commerce Ecosystem: A Goal Hierarchy Approach," 24th ITS Biennial Conference, Seoul 2024. New bottles for new wine: digital transformation demands new policies and strategies 302510, International Telecommunications Society (ITS).
  48. Al-Omoush, Khaled Saleh & Ancillo, Antonio de Lucas & Gavrila, Sorin Gavrila, 2022. "The role of cultural values in social commerce adoption in the Arab world: An empirical study," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  49. Reck, Lukas & Kemper, Anne Christin, "undated". "Addressable TV für regionale Werbetreibende: Eine empirische Untersuchung der Einflussfaktoren einer Nutzung als Kommunikationsinstrument [Addressable TV for Regional Advertisers: An Empirical Investigation of the Factors Influencing its Use as a ," Duesseldorf Working Papers in Applied Management and Economics 57, Duesseldorf University of Applied Sciences.
  50. wael AL-khatib, Ayman, 2023. "Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework," Technology in Society, Elsevier, vol. 75(C).
  51. Ghobakhloo, Morteza & Asadi, Shahla & Iranmanesh, Mohammad & Foroughi, Behzad & Mubarak, Muhammad Faraz & Yadegaridehkordi, Elaheh, 2023. "Intelligent automation implementation and corporate sustainability performance: The enabling role of corporate social responsibility strategy," Technology in Society, Elsevier, vol. 74(C).
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