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Artificial intelligence (AI)‐driven strategic business model innovations in small‐ and medium‐sized enterprises. Insights on technological and strategic enablers for carbon neutral businesses

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  • Aqueeb Sohail Shaik
  • Safiya Mukhtar Alshibani
  • Girish Jain
  • Bhumika Gupta
  • Ankit Mehrotra

Abstract

This study investigates the enhancement of technological and strategic enablers for carbon‐neutral businesses (CNB) through artificial intelligence (AI)‐driven business model innovation (AIDBMI). Drawing upon the insights gained from the literature review, the study employs structural equation modeling (partial least squares structural equation modeling [PLS‐SEM]) as the methodology to examine the relationships between AIDBMI, technological enablers, strategic enablers, and the attainment of carbon neutrality. The sample size consists of 326 small‐ and medium‐sized enterprises (SMEs) in the United States of America. The findings of this study affirm the significant positive relationships between AIDBMI and both technological and strategic enablers for CNB. The utilization of AI technologies proves to be instrumental in fostering the development and implementation of innovative business models that integrate sustainability practices and address environmental challenges. By leveraging AIDBMI, SMEs can harness technological advancements to adopt energy‐efficient processes, embrace renewable energy solutions, and implement effective carbon reduction strategies. Moreover, the study highlights the critical role of strategic enablers in driving the transition towards carbon neutrality. The alignment of sustainability goals with organizational strategies, stakeholder collaboration, and employee engagement emerge as pivotal factors in enabling SMEs to effectively utilize AIDBMI and leverage technological advancements to achieve carbon neutrality. The implications of this study contribute to the existing literature by highlighting the importance of technological and strategic enablers in creating CNB. By integrating AIDBMI, organizations can drive sustainable transformations, optimize their operations, and align their resource management with sustainable practices. These insights provide valuable guidance for SMEs, policymakers, and researchers seeking to foster sustainable practices, promote carbon neutrality, and contribute to the advancement of a low‐carbon economy.

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  • Aqueeb Sohail Shaik & Safiya Mukhtar Alshibani & Girish Jain & Bhumika Gupta & Ankit Mehrotra, 2024. "Artificial intelligence (AI)‐driven strategic business model innovations in small‐ and medium‐sized enterprises. Insights on technological and strategic enablers for carbon neutral businesses," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2731-2751, May.
  • Handle: RePEc:bla:bstrat:v:33:y:2024:i:4:p:2731-2751
    DOI: 10.1002/bse.3617
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    as
    1. Arun T. M. & Puneet Kaur & Stefano Bresciani & Amandeep Dhir, 2021. "What drives the adoption and consumption of green hotel products and services? A systematic literature review of past achievement and future promises," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2637-2655, July.
    2. Xie, Ronghui & Teo, Thompson S.H., 2022. "Green technology innovation, environmental externality, and the cleaner upgrading of industrial structure in China — Considering the moderating effect of environmental regulation," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    3. Wei Guan & Wenhong Ding & Bobo Zhang & Jerome Verny & Rubin Hao, 2023. "Do supply chain related factors enhance the prediction accuracy of blockchain adoption? A machine learning approach," Post-Print hal-04063438, HAL.
    4. Philip R. Walsh & Rachel Dodds, 2017. "Measuring the Choice of Environmental Sustainability Strategies in Creating a Competitive Advantage," Business Strategy and the Environment, Wiley Blackwell, vol. 26(5), pages 672-687, July.
    5. Guan, Wei & Ding, Wenhong & Zhang, Bobo & Verny, Jerome & Hao, Rubin, 2023. "Do supply chain related factors enhance the prediction accuracy of blockchain adoption? A machine learning approach," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    6. Park, Soyeong & Maeng, Kyuho & Shin, Jungwoo, 2023. "Efficient subsidy distribution for hydrogen fuel cell vehicles based on demand segmentation," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    7. Ng, Peggy M.L. & Lit, Kam Kong & Cheung, Cherry T.Y., 2022. "Remote work as a new normal? The technology-organization-environment (TOE) context," Technology in Society, Elsevier, vol. 70(C).
    8. Ying Zheng & Daying Yan & Bing Ren, 2016. "Institutional distance, firm heterogeneities, and FDI location choice of EMNEs," Nankai Business Review International, Emerald Group Publishing Limited, vol. 7(2), pages 192-215, June.
    9. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Le, TN-Lan & Leyva-de la Hiz, Dante I., 2021. "Markov-switching dependence between artificial intelligence and carbon price: The role of policy uncertainty in the era of the 4th industrial revolution and the effect of COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    10. Midttun, Atle & Khanieva, Marina & Lia, Magne & Wenner, Eivind, 2022. "The greening of the European petroleum industry," Energy Policy, Elsevier, vol. 167(C).
    11. Zhang, Cheng & Zhao, Ziwei & Wang, Qunwei & Xu, Bing, 2022. "Title: Holistic governance strategy to reduce carbon intensity," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    12. Sun, Jinyun & Wang, Stephanie L. & Luo, Yadong, 2018. "Strategic entry or strategic exit? International presence by emerging economy enterprises," International Business Review, Elsevier, vol. 27(2), pages 418-430.
    13. Ying Zheng & Daying Yan & Bing Ren, 2016. "Institutional distance, firm heterogeneities, and FDI location choice of EMNEs," Nankai Business Review International, Emerald Group Publishing Limited, vol. 7(2), pages 192-215, June.
    14. 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).
    15. Pek‐Hooi Soh, 2010. "Network patterns and competitive advantage before the emergence of a dominant design," Strategic Management Journal, Wiley Blackwell, vol. 31(4), pages 438-461, April.
    16. Sayantan Khanra & Puneet Kaur & Rojers P Joseph & Ashish Malik & Amandeep Dhir, 2022. "A resource‐based view of green innovation as a strategic firm resource: Present status and future directions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1395-1413, May.
    17. Qingxian Jia, 2023. "The impact of green finance on the level of decarbonization of the economies: An analysis of the United States', China's, and Russia's current agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 110-119, January.
    18. Saumyaranjan Sahoo & Anil Kumar & Arvind Upadhyay, 2023. "How do green knowledge management and green technology innovation impact corporate environmental performance? Understanding the role of green knowledge acquisition," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 551-569, January.
    19. Gianluca Elia & Alessandro Margherita & Claudio Petti, 2020. "Building responses to sustainable development challenges: A multistakeholder collaboration framework and application to climate change," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2465-2478, September.
    20. Sarandis Mitropoulos, 2021. "An integrated model for formulation, alignment, execution and evaluation of business and IT strategies," International Journal of Business and Systems Research, Inderscience Enterprises Ltd, vol. 15(1), pages 90-111.
    21. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    22. Hua, Qian & Liu, Gang & Sun, Di & Zhu, Licai, 2022. "Spatial effects of technology market development on energy efficiency: Heterogeneity analysis based on the characteristics of technology market," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    23. Erik Døving & Paul N. Gooderham, 2008. "Dynamic capabilities as antecedents of the scope of related diversification: the case of small firm accountancy practices," Strategic Management Journal, Wiley Blackwell, vol. 29(8), pages 841-857, August.
    24. Shenghang Wang & Shen Tan & Jiaming Xu, 2023. "Evaluation and Implication of the Policies towards China’s Carbon Neutrality," Sustainability, MDPI, vol. 15(8), pages 1-15, April.
    25. Valkokari, Katri, 2015. "Describing network dynamics in three different business nets," Scandinavian Journal of Management, Elsevier, vol. 31(2), pages 219-231.
    26. Enci Wang & Jianyun Nie & Yuhan Wang, 2023. "Government Subsidy Strategies for the New Energy Vehicle Power Battery Recycling Industry," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    27. K. Dhanda & Laura Hartman, 2011. "The Ethics of Carbon Neutrality: A Critical Examination of Voluntary Carbon Offset Providers," Journal of Business Ethics, Springer, vol. 100(1), pages 119-149, April.
    28. Duus, Henrik Johannsen, 1997. "Economic foundations for an entrepreneurial marketing concept," Scandinavian Journal of Management, Elsevier, vol. 13(3), pages 287-305, September.
    29. Yu, Xinning & Lan, Yanfei & Zhao, Ruiqing, 2021. "Strategic green technology innovation in a two-stage alliance: Vertical collaboration or co-development?," Omega, Elsevier, vol. 98(C).
    30. Maria Vincenza Ciasullo & Raffaella Montera & Nicola Cucari & Francesco Polese, 2020. "How an international ambidexterity strategy can address the paradox perspective on corporate sustainability: Evidence from Chinese emerging market multinationals," Business Strategy and the Environment, Wiley Blackwell, vol. 29(5), pages 2110-2129, July.
    31. Demir, Robert & Campopiano, Giovanna & Kruckenhauser, Christian & Bauer, Florian, 2021. "Strategic agility, internationalisation speed and international success — The role of coordination mechanisms and growth modes," Journal of International Management, Elsevier, vol. 27(1).
    32. Guoxiang Li & Rong Zhang & Suling Feng & Yuqing Wang, 2022. "Digital finance and sustainable development: Evidence from environmental inequality in China," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3574-3594, November.
    33. Casillas, Jose C. & Barbero, Jose L. & Sapienza, Harry J., 2015. "Knowledge acquisition, learning, and the initial pace of internationalization," International Business Review, Elsevier, vol. 24(1), pages 102-114.
    34. Zhang, Wenyao & Zhang, Wei & Daim, Tugrul U, 2023. "The voluntary green behavior in green technology innovation: The dual effects of green human resource management system and leader green traits," Journal of Business Research, Elsevier, vol. 165(C).
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