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Environmental and economical sustainability and stakeholder satisfaction in SMEs. Critical technological success factors of big data analytics

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  • Shaik, Aqueeb Sohail
  • Nazrul, Asif
  • Alshibani, Safiya Mukhtar
  • Agarwal, Vaishali
  • Papa, Armando

Abstract

In todays' world, utilising technology and adopting sustainability in small and medium business may benefit stakeholders while reducing adverse environmental effects. For SMEs to succeed, economic and environmental sustainability are crucial, particularly when using big data analytics to increase stakeholder satisfaction. This study intends to investigate the how the critical technological success factors of big data analytics help in achieving stakeholder satisfaction using environmental and economical sustainability. To analyse the data gathered from 324 SMEs, the study uses a quantitative research tool called structural equation modelling (SEM). A survey questionnaire created to examine the relevant factors was used to gather the sample data. According to the study's findings, stakeholder satisfaction is significantly impacted favourably by both environmental and economic sustainability. The results show that in order to increase stakeholder satisfaction, SMEs must implement sustainable practises and make use of technical advancements like big data analytics. For policymakers, business professionals, and academic researchers interested in how sustainability and big data analytics are used in SMEs, the study's findings are extremely insightful. The study underlines the significance of taking into account both environmental and economic sustainability in order to satisfy stakeholders and highlights the potential of big data analytics in doing so.

Suggested Citation

  • Shaik, Aqueeb Sohail & Nazrul, Asif & Alshibani, Safiya Mukhtar & Agarwal, Vaishali & Papa, Armando, 2024. "Environmental and economical sustainability and stakeholder satisfaction in SMEs. Critical technological success factors of big data analytics," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  • Handle: RePEc:eee:tefoso:v:204:y:2024:i:c:s0040162524001938
    DOI: 10.1016/j.techfore.2024.123397
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    References listed on IDEAS

    as
    1. Deborah R. Compeau & Christopher A. Higgins, 1995. "Application of Social Cognitive Theory to Training for Computer Skills," Information Systems Research, INFORMS, vol. 6(2), pages 118-143, June.
    2. Wang, Gang & Gunasekaran, Angappa & Ngai, Eric W.T. & Papadopoulos, Thanos, 2016. "Big data analytics in logistics and supply chain management: Certain investigations for research and applications," International Journal of Production Economics, Elsevier, vol. 176(C), pages 98-110.
    3. Chopdar, Prasanta Kr & Paul, Justin & Prodanova, Jana, 2022. "Mobile shoppers’ response to Covid-19 phobia, pessimism and smartphone addiction: Does social influence matter?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    4. Taimaz Larimian & Arash Sadeghi, 2021. "Measuring urban social sustainability: Scale development and validation," Environment and Planning B, , vol. 48(4), pages 621-637, May.
    5. Francesco Russo & Antonio Comi, 2021. "Sustainable Urban Delivery: The Learning Process of Path Costs Enhanced by Information and Communication Technologies," Sustainability, MDPI, vol. 13(23), pages 1-13, November.
    6. Tamara Dinev & Massimo Bellotto & Paul Hart & Vincenzo Russo & Ilaria Serra & Christian Colautti, 2006. "Privacy calculus model in e-commerce – a study of Italy and the United States," European Journal of Information Systems, Taylor & Francis Journals, vol. 15(4), pages 389-402, August.
    7. Shahriar Akter & Samuel Fosso Wamba, 2016. "Big data analytics in E-commerce: a systematic review and agenda for future research," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 173-194, May.
    8. Xiaojing Dong & Shelby H. McIntyre, 2014. "The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies," Quantitative Finance, Taylor & Francis Journals, vol. 14(11), pages 1895-1896, November.
    9. Syed Zamberi Ahmad & Abdul Rahim Abu Bakar & Tengku Mohamed Faziharudean & Khairul Anwar Mohamad Zaki, 2015. "An Empirical Study of Factors Affecting e-Commerce Adoption among Small- and Medium-Sized Enterprises in a Developing Country: Evidence from Malaysia," Information Technology for Development, Taylor & Francis Journals, vol. 21(4), pages 555-572, October.
    10. Jie Zhao & Jianfei Wang & Suping Fang & Peiquan Jin, 2018. "Towards Sustainable Development of Online Communities in the Big Data Era: A Study of the Causes and Possible Consequence of Voting on User Reviews," Sustainability, MDPI, vol. 10(9), pages 1-18, September.
    11. Sanghyun Kim & Gary Garrison, 2009. "Investigating mobile wireless technology adoption: An extension of the technology acceptance model," Information Systems Frontiers, Springer, vol. 11(3), pages 323-333, July.
    12. Shalini Talwar & Puneet Kaur & Samuel Fosso Wamba & Amandeep Dhir, 2021. "Big Data in operations and supply chain management: a systematic literature review and future research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 59(11), pages 3509-3534, June.
    13. Ghasemaghaei, Maryam, 2021. "Understanding the impact of big data on firm performance: The necessity of conceptually differentiating among big data characteristics," International Journal of Information Management, Elsevier, vol. 57(C).
    14. Ricardo Chiva & Joaquin Alegre & Rafael Lapiedra, 2007. "Measuring organisational learning capability among the workforce," International Journal of Manpower, Emerald Group Publishing Limited, vol. 28(3/4), pages 224-242, June.
    15. Zhao, Yang & Goodell, John W. & Wang, Yong & Abedin, Mohammad Zoynul, 2023. "Fintech, macroprudential policies and bank risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    16. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    17. Sanjay Sharma & Irene Henriques, 2005. "Stakeholder influences on sustainability practices in the Canadian forest products industry," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 159-180, February.
    18. Alireza Abbasi & Mahdi Jalili & Abolghasem Sadeghi-Niaraki, 2018. "Influence of network-based structural and power diversity on research performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(1), pages 579-590, October.
    19. M. Lynne Markus & Daniel Robey, 1988. "Information Technology and Organizational Change: Causal Structure in Theory and Research," Management Science, INFORMS, vol. 34(5), pages 583-598, May.
    20. Kawaljeet Kaur Kapoor & Yogesh K. Dwivedi & Michael D. Williams, 2015. "Examining the role of three sets of innovation attributes for determining adoption of the interbank mobile payment service," Information Systems Frontiers, Springer, vol. 17(5), pages 1039-1056, October.
    21. Hirunyawipada, Tanawat & Xiong, Guiyang, 2018. "Corporate environmental commitment and financial performance: Moderating effects of marketing and operations capabilities," Journal of Business Research, Elsevier, vol. 86(C), pages 22-31.
    22. Ciampi, Francesco & Demi, Stefano & Magrini, Alessandro & Marzi, Giacomo & Papa, Armando, 2021. "Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation," Journal of Business Research, Elsevier, vol. 123(C), pages 1-13.
    23. Rudemarlyn Urdaneta & Juan C. Guevara-Pérez & Fernando Llena-Macarulla & José M. Moneva, 2021. "Transparency and Accountability in Sports: Measuring the Social and Financial Performance of Spanish Professional Football," Sustainability, MDPI, vol. 13(15), pages 1-16, August.
    24. Abdalwali Lutfi & Manaf Al-Okaily & Malek Hamed Alshirah & Ahmad Farhan Alshira’h & Thaer Ahmad Abutaber & Manal Ali Almarashdah, 2021. "Digital Financial Inclusion Sustainability in Jordanian Context," Sustainability, MDPI, vol. 13(11), pages 1-13, June.
    25. Shobhana Chandra & Sanjeev Verma, 2023. "Big Data and Sustainable Consumption: A Review and Research Agenda," Vision, , vol. 27(1), pages 11-23, February.
    26. Shaik, Aqueeb Sohail & Alshibani, Safiya Mukhtar & Mishra, Shreya & Papa, Armando & Cuomo, Maria Teresa, 2023. "Does learning from innovation failure enhance innovation performance? A quantitative investigation of small businesses," Technovation, Elsevier, vol. 127(C).
    27. Zhang, Yucheng & Zhang, Meng & Li, Jing & Liu, Guangjian & Yang, Miles M. & Liu, Siqi, 2021. "A bibliometric review of a decade of research: Big data in business research – Setting a research agenda," Journal of Business Research, Elsevier, vol. 131(C), pages 374-390.
    28. Shivam Gupta & Sachin Modgil & Angappa Gunasekaran, 2020. "Big data in lean six sigma: a review and further research directions," International Journal of Production Research, Taylor & Francis Journals, vol. 58(3), pages 947-969, February.
    29. Hsu, Chin-Lung & Lin, Judy Chuan-Chuan, 2016. "Effect of perceived value and social influences on mobile app stickiness and in-app purchase intention," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 42-53.
    30. Pratima Bansal, 2005. "Evolving sustainably: a longitudinal study of corporate sustainable development," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 197-218, March.
    31. Viswanath Venkatesh & Ritu Agarwal, 2006. "Turning Visitors into Customers: A Usability-Centric Perspective on Purchase Behavior in Electronic Channels," Management Science, INFORMS, vol. 52(3), pages 367-382, March.
    32. Linnenluecke, Martina K. & Griffiths, Andrew, 2010. "Corporate sustainability and organizational culture," Journal of World Business, Elsevier, vol. 45(4), pages 357-366, October.
    33. Se-Joon Hong & Kar Yan Tam, 2006. "Understanding the Adoption of Multipurpose Information Appliances: The Case of Mobile Data Services," Information Systems Research, INFORMS, vol. 17(2), pages 162-179, June.
    34. Robert G. Fichman & Chris F. Kemerer, 1997. "The Assimilation of Software Process Innovations: An Organizational Learning Perspective," Management Science, INFORMS, vol. 43(10), pages 1345-1363, October.
    35. Abdalwali Lutfi & Adi Alsyouf & Mohammed Amin Almaiah & Mahmaod Alrawad & Ahmed Abdullah Khalil Abdo & Akif Lutfi Al-Khasawneh & Nahla Ibrahim & Mohamed Saad, 2022. "Factors Influencing the Adoption of Big Data Analytics in the Digital Transformation Era: Case Study of Jordanian SMEs," Sustainability, MDPI, vol. 14(3), pages 1-17, February.
    36. Albérico Travassos Rosário & Joana Carmo Dias, 2022. "Sustainability and the Digital Transition: A Literature Review," Sustainability, MDPI, vol. 14(7), pages 1-18, March.
    37. Maroufkhani, Parisa & Tseng, Ming-Lang & Iranmanesh, Mohammad & Ismail, Wan Khairuzzaman Wan & Khalid, Haliyana, 2020. "Big data analytics adoption: Determinants and performances among small to medium-sized enterprises," International Journal of Information Management, Elsevier, vol. 54(C).
    38. Luay Jum’a & Muhammad Ikram & Ziad Alkalha & Maher Alaraj, 2022. "Do Companies Adopt Big Data as Determinants of Sustainability: Evidence from Manufacturing Companies in Jordan," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 479-494, December.
    39. Yang, Xingwei & McEwen, Rhonda & Ong, Liza Robee & Zihayat, Morteza, 2020. "A big data analytics framework for detecting user-level depression from social networks," International Journal of Information Management, Elsevier, vol. 54(C).
    40. Deepa Mishra & Angappa Gunasekaran & Thanos Papadopoulos & Stephen J. Childe, 2018. "Big Data and supply chain management: a review and bibliometric analysis," Annals of Operations Research, Springer, vol. 270(1), pages 313-336, November.
    41. Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
    42. Tamara Dinev & Paul Hart, 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions," Information Systems Research, INFORMS, vol. 17(1), pages 61-80, March.
    43. T. C. Edwin Cheng & Sachin S. Kamble & Amine Belhadi & Nelson Oly Ndubisi & Kee-hung Lai & Manoj Govind Kharat, 2022. "Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms," International Journal of Production Research, Taylor & Francis Journals, vol. 60(22), pages 6908-6922, November.
    44. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    45. Shirley Taylor & Peter A. Todd, 1995. "Understanding Information Technology Usage: A Test of Competing Models," Information Systems Research, INFORMS, vol. 6(2), pages 144-176, June.
    46. Wanda J. Orlikowski & Daniel Robey, 1991. "Information Technology and the Structuring of Organizations," Information Systems Research, INFORMS, vol. 2(2), pages 143-169, June.
    47. Stefan Schaltegger & Marcus Wagner, 2011. "Sustainable entrepreneurship and sustainability innovation: categories and interactions," Business Strategy and the Environment, Wiley Blackwell, vol. 20(4), pages 222-237, May.
    48. Zhao, Yang & Goodell, John W. & Dong, Qingli & Wang, Yong & Abedin, Mohammad Zoynul, 2022. "Overcoming spatial stratification of fintech inclusion: Inferences from across Chinese provinces to guide policy makers," International Review of Financial Analysis, Elsevier, vol. 84(C).
    49. Wei Ding & Xuguang Zhao & Weigao Meng & Haichao Wang, 2022. "Smart Evaluation of Sustainability of Photovoltaic Projects in the Context of Carbon Neutrality Target," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
    50. Feriha Urfalı Doğu & Lerzan Aras, 2019. "Measuring Social Sustainability with the Developed MCSA Model: Güzelyurt Case," Sustainability, MDPI, vol. 11(9), pages 1-20, April.
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