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A SEM-neural network approach for predicting antecedents of m-commerce acceptance

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Cited by:

  1. Xu, Xiao-Yu & Jia, Qing-Dan & Tayyab, Syed Muhammad Usman, 2024. "Exploring the stimulating role of augmented reality features in E-commerce: A three-staged hybrid approach," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
  2. Liu, Shengmin & Mei, Yu, 2026. "How does artificial intelligence adoption shape employee performance? A novel exploration of mimetic artificial intelligence performance through a hybrid approach based on PLS-SEM and ANN," Technological Forecasting and Social Change, Elsevier, vol. 222(C).
  3. Hossain, Akram & Quaresma, Rui & Rahman, Habibur, 2019. "Investigating factors influencing the physicians’ adoption of electronic health record (EHR) in healthcare system of Bangladesh: An empirical study," International Journal of Information Management, Elsevier, vol. 44(C), pages 76-87.
  4. Thuy Dung Pham Thi & Van Kien Pham & Nam Tien Duong, 2025. "Why Do Users Adopt Mobile Payment? An Integrated Model," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 4364-4391, March.
  5. Ali, Sikandar & Wahid, Fazli & Abbasi, Irshad Ahmed & Algarni, Fahad & Alotaibi, Saud S. & Alkhayyat, Ahmed, 2026. "A two-phase TOE framework integrating SEM and ANN for evaluating cloud computing adoption in software testing," Technological Forecasting and Social Change, Elsevier, vol. 222(C).
  6. Ritesh Patel & Viral Bhatt & Sujo Thomas & Twinkle Trivedi & Sudhir Pandey, 2024. "Predicting the cause-related marketing participation intention by examining big-five personality traits and moderating role of subjective happiness," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 21(1), pages 199-228, March.
  7. Foroughi, Behzad & Nhan, Pham Viet & Iranmanesh, Mohammad & Ghobakhloo, Morteza & Nilashi, Mehrbakhsh & Yadegaridehkordi, Elaheh, 2023. "Determinants of intention to use autonomous vehicles: Findings from PLS-SEM and ANFIS," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
  8. Simona VINEREAN & Carolina ȚÎMBALARI & Alin OPREANA, 2025. "Why Do Shoppers Prefer M-Commerce? Discovering Key Drivers Based On A Sem–Ann Approach," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 20(3), pages 322-344, December.
  9. Leenshya Gunnoo & Eric Bindah & Ushad Agathee Subadar & Sheereen Banon Fauzel, 2026. "Exploring adoption intention of mobile fintech services among merchants in a small island state: The mediating role of attitude," International Journal of Business and Management (IJBM), International Emerging Scholars Society (IESS), New Zealand, vol. 5(1), pages 113-148, February.
  10. Alya J. Abuseem & Udechukwu Ojiako & Fikri T. Dweiri, 2024. "Overcoming ignorance and the unknown in UAE projects: the role of improvisation," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 15(3), pages 871-897, March.
  11. Rabindra Kumar Jena, 2022. "Investigating and Predicting Intentions to Continue Using Mobile Payment Platforms after the COVID-19 Pandemic: An Empirical Study among Retailers in India," JRFM, MDPI, vol. 15(7), pages 1-24, July.
  12. Xu, Xiao-Yu & Gao, Ya-Xuan & Jia, Qing-Dan, 2023. "The role of social commerce for enhancing consumers’ involvement in the cross-border product: Evidence from SEM and ANN based on MOA framework," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
  13. Sanjoy Kumar Roy & Udayshankar Sarkar & Md. Rahat Khan & Most. Tahura Pervin & Abdullah Al Ahad, 2025. "Generation Z’s Behavioral Factors Affecting Purchase Intention Through Social Media Portals: A Hybrid PLS-SEM and ANN Modeling Approach," SAGE Open, , vol. 15(3), pages 21582440251, August.
  14. Sanjoy Kumar Roy & Amena Khatun, 2024. "Influencing factors for ready-to-cook food purchase intentions: a two-stage approach," SN Business & Economics, Springer, vol. 4(1), pages 1-31, January.
  15. Alcántara-Pilar, Juan Miguel & Rodriguez-López, María Eugenia & Kalinić, Zoran & Liébana-Cabanillas, Francisco, 2024. "From likes to loyalty: Exploring the impact of influencer credibility on purchase intentions in TikTok," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
  16. Hemant Kumar Sah & Gyanendra Singh Sisodia & Gouher Ahmed & Aqila Rafiuddin & Naseem Abidi, 2023. "The Role of Energy Consumption and Economic Growth on Carbon Emission- Application of Artificial Neural Network," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 591-596, November.
  17. Rana, Nripendra P. & Barnard, Daniel J. & Baabdullah, Abdullah M.A. & Rees, Daniel & Roderick, Sian, 2019. "Exploring barriers of m-commerce adoption in SMEs in the UK: Developing a framework using ISM," International Journal of Information Management, Elsevier, vol. 44(C), pages 141-153.
  18. Siyal, Abdul Waheed & Chen, Hongzhuan & Jamal Shah, Syed & Shahzad, Fakhar & Bano, Shaher, 2024. "Customization at a glance: Investigating consumer experiences in mobile commerce applications," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
  19. E. Rebekah & Mohd Afjal, 2025. "Exploring the Mediating Role of FinTech Adoption and Digital Transformation in Enhancing Bank Performance: A TOE Framework Study Using a Hybrid SEM-ANN Approach," SAGE Open, , vol. 15(4), pages 21582440251, October.
  20. Köster, Max Antonius & Hurst, William & Krampe, Caspar, 2025. "Financing sustainable farming: The role of trust in the adoption of fintech by farmers," Technological Forecasting and Social Change, Elsevier, vol. 220(C).
  21. Khan, Rizwan Ullah & Richardson, Christopher & Salamzadeh, Yashar, 2022. "Spurring competitiveness, social and economic performance of family-owned SMEs through social entrepreneurship; a multi-analytical SEM & ANN perspective," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  22. Jain, Geetika & Kamble, Sachin S. & Ndubisi, Nelson Oly & Shrivastava, Archana & Belhadi, Amine & Venkatesh, Mani, 2022. "Antecedents of Blockchain-Enabled E-commerce Platforms (BEEP) adoption by customers – A study of second-hand small and medium apparel retailers," Journal of Business Research, Elsevier, vol. 149(C), pages 576-588.
  23. Mohd Adib Izzat Mohd Nor & Zubaidah Mohd Ali Tan & Mohamad Daim Darson & Akmal Adanan & Saidatul Afzan Abdul Aziz, 2025. "Customer’s Intention to Use Online Food Delivery Services (OFDS) in Penang, Malaysia," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(2), pages 4557-4568, February.
  24. Minghao Chen & Yueling Xu & Bolin Zhu & Jiafeng Chen, 2025. "The Impact of Life Insurance Allocation on Household Consumption Expenditure: Evidence from China," SAGE Open, , vol. 15(3), pages 21582440251, September.
  25. Jabeen, Manahil & Jafar, Rana Muhammad Sohail & Li, Zhenghui, 2026. "Leveraging metaverse technologies for a sustainable future: The role of knowledge management practices and technology readiness," Technology in Society, Elsevier, vol. 84(C).
  26. Mazen El-Masri & Karim Al-Yafi & Muhammad Mustafa Kamal, 2023. "A Task-Technology-Identity Fit Model of Smartwatch Utilisation and User Satisfaction: A Hybrid SEM-Neural Network Approach," Information Systems Frontiers, Springer, vol. 25(2), pages 835-852, April.
  27. El Aissoug, Chaimaa & Kim, Thai Young & Wang, Xueqin, 2026. "Bridging logistics and payment to build trust in African E-Retail: The role of logistics service quality, payment drivers, and cultural influences," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
  28. Hiran, Kamal Kant & Dadhich, Manish, 2024. "Predicting the core determinants of cloud-edge computing adoption (CECA) for sustainable development in the higher education institutions of Africa: A high order SEM-ANN analytical approach," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
  29. Queiroz, Maciel M. & Fosso Wamba, Samuel, 2019. "Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA," International Journal of Information Management, Elsevier, vol. 46(C), pages 70-82.
  30. Bindu K. Nambiar & Kartikeya Bolar, 2023. "Factors influencing customer preference of cardless technology over the card for cash withdrawals: an extended technology acceptance model," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 28(1), pages 58-73, March.
  31. H. Deniz Günaydın & Ihsan Erdem Kayral, 2024. "A Model into Relations Between Spousal Support, Financial Satisfaction, and Marital Satisfaction," Journal of Family and Economic Issues, Springer, vol. 45(3), pages 723-740, September.
  32. Giousmpasoglou, Charalampos & Dinh, Dzung, 2022. "Using contactless mobile payment in the Vietnamese restaurant industry," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 8(1), pages 3-15.
  33. Sharma, Manisha & Banerjee, Subhojit & Paul, Justin, 2022. "Role of social media on mobile banking adoption among consumers," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  34. Murtaza, Zara & Sharma, Isha & Carbonell, Pilar, 2024. "Examining chatbot usage intention in a service encounter: Role of task complexity, communication style, and brand personality," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  35. Henan Wu & Xiaoping Que & Ling Pan, 2025. "Analysing students’ aspiration factors that impact actual use of mobile learning systems: a two-stage SEM-ANN approach," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  36. Dinh Van Hoang & Nguyen Thi Hien & Han Van Thang & Phan Nguyen Truc Phuong & Trang Thi-Thuy Duong, 2025. "Digital Capabilities and Sustainable Competitive Advantages: The Case of Emerging Market Manufacturing SMEs," SAGE Open, , vol. 15(2), pages 21582440251, April.
  37. Saif, Mashaal A.M. & Hussin, Nazimah & Husin, Maizaitulaidawati Md & Muneer, Amgad & Alwadain, Ayed, 2024. "Beyond conventions: Unravelling perceived value's role in shaping digital-only banks' adoption," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  38. Khalid Rasheed Memon & Say Keat Ooi & Heesup Han, 2024. "Responsible innovation and corporate sustainability performance: A structural equation modeling‐neural network approach," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2712-2730, May.
  39. Dwivedi, Yogesh K. & Balakrishnan, Janarthanan & Mishra, Anubhav & Bock, Koen W. De & Al-Busaidi, Adil S., 2024. "The role of embodiment, experience, and self-image expression in creating continuance intention in the metaverse," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  40. Yubo Peng & LingWu Wang & Shuiqing Yang, 2021. "Explaining mobile government social media continuance from the valence perspective: A SEM-NN approach," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-13, February.
  41. Pinochet, Luis Hernan Contreras & de Gois, Fernanda Silva & Pardim, Vanessa Itacaramby & Onusic, Luciana Massaro, 2024. "Experimental study on the effect of adopting humanized and non-humanized chatbots on the factors measure the intensity of the user's perceived trust in the Yellow September campaign," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  42. Stijn Michielsen & Roel Gevaers & Wouter Dewulf, 2025. "A historical overview and analysis of e-commerce's milestones and its growing connection with air transport," Journal of Shipping and Trade, Springer, vol. 10(1), pages 1-35, December.
  43. Baabdullah, Abdullah M. & Alalwan, Ali Abdallah & Rana, Nripendra P. & Kizgin, Hatice & Patil, Pushp, 2019. "Consumer use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model," International Journal of Information Management, Elsevier, vol. 44(C), pages 38-52.
  44. Wei Chen & Jianhui Yin & Ye Tian & Haixu Shang & Yuan Li, 2024. "Study examining the significant role of intellectual property protection in driving radical technological innovation among national research project teams, employing PLS-SEM and ANN modeling," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-35, August.
  45. Min Guo, 2024. "The Influence of Educational and Emotional Support on e-Learning Continuance Intention: A Two-Stage Approach PLS-SEM and ANN Analysis," SAGE Open, , vol. 14(4), pages 21582440241, October.
  46. Nenad Tomić & Zoran Kalinić & Violeta Todorović, 2023. "Using the UTAUT model to analyze user intention to accept electronic payment systems in Serbia," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 22(2), pages 251-270, May.
  47. Shalini Srivastava & Nidhi Singh, 2023. "An integrated model predicting customers’ continuance behavioral intention and recommendations of users: a study on mobile payment in emerging markets," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 28(2), pages 236-254, June.
  48. Lv, Zhe, 2025. "Key determinants of purchase intentions for geographical indication agricultural products: A hybrid PLS-SEM and ANN approach," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
  49. Maria Kamariotou & Fotis Kitsios, 2024. "Information systems and strategy-as-practice in the digital era: an artificial neural network model for SMEs," Operational Research, Springer, vol. 24(3), pages 1-20, September.
  50. Yuchen Yang & Shanshan Xu, 2025. "Determining the Factors Influencing College Students’ Intention to Use Mobile Health Applications: An Integrated SEM-ANN Approach," SAGE Open, , vol. 15(3), pages 21582440251, September.
  51. Sharma, Sujeet Kumar & Sharma, Manisha, 2019. "Examining the role of trust and quality dimensions in the actual usage of mobile banking services: An empirical investigation," International Journal of Information Management, Elsevier, vol. 44(C), pages 65-75.
  52. Manu Sharma & Sudhanshu Joshi & Sunil Luthra & Anil Kumar, 2024. "Impact of Digital Assistant Attributes on Millennials’ Purchasing Intentions: A Multi-Group Analysis using PLS-SEM, Artificial Neural Network and fsQCA," Information Systems Frontiers, Springer, vol. 26(3), pages 943-966, June.
  53. Jain, Monika & Singh, Archana, 2024. "An empirical study on electric vehicle adoption in India: A step towards a greener environment," Transport Policy, Elsevier, vol. 156(C), pages 112-125.
  54. Kamlesh Kohli & Monika Kashyap & Mahendra Babu Kuruva & Sunil Tiwari, 2024. "Mobile banking: a bibliometric analysis," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(4), pages 1396-1413, December.
  55. He-Boong Kwon & Jooh Lee & Laee Choi, 2023. "Dynamic interplay of environmental sustainability and corporate reputation: a combined parametric and nonparametric approach," Annals of Operations Research, Springer, vol. 324(1), pages 687-719, May.
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