IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v82y2025ics0160791x25001034.html

AI-infused knowledge and green intellectual capital: pathways to spur accounting performance drawn from RBV-KBV model and sustainability culture

Author

Listed:
  • Bin-Nashwan, Saeed Awadh
  • Li, Jackie Zhanbiao

Abstract

AI-infused knowledge (AIK) systems have the potential to transform the way firms operate, providing dynamics for optimizing processes, enhancing decision-making, and fostering innovation. This shift can play a vital role in service-oriented contexts, like accounting firms. In this study, we aim to explore how AIK can drive green intellectual capital (GIC) aspects, spurring accounting firms’ performance related to environmental and sustainable practices. Drawn from the resource-based view (RBV) and knowledge-based view (KBV), sustainability culture (SUC) is integrated into the model as a moderator variable to provide an in-depth understanding of this matter. The study adopted a quantitative approach, data was collected through an online survey distributed to accounting professionals. The analysis shows interesting outcomes: AIK positively and significantly affected the internal dimensions of GIC, green human capital (GHC) and green structural capital (GSC) within accounting firms, while green rational capital (GRC) had no effect. In turn, these two internal dimensions, GHC and GSC, had a significant impact on accounting performance across various aspects, including efficiency, accuracy, compliance with environmental standards, innovation in reporting, and timeliness. Intriguingly, SUC was found to significantly moderate the association between GIC dimensions and accounting firm performance. The results of this research offer actionable insights for stakeholders and decision-makers, including accounting firms, clients, and the community at large. Accounting firms are highly recommended to adopt AI-infused platforms to foster GIC dynamics, specifically GHC and GSC. AI-infused knowledge tools have the potential to improve efficiency, accuracy, innovation in reporting, compliance with sustainability standards and timeliness, thus leading to better overall performance. Although service-oriented contexts, like accounting, have the potential to substantially benefit from GIC practices, research in such a significant discipline has been remarkably scarce.

Suggested Citation

  • Bin-Nashwan, Saeed Awadh & Li, Jackie Zhanbiao, 2025. "AI-infused knowledge and green intellectual capital: pathways to spur accounting performance drawn from RBV-KBV model and sustainability culture," Technology in Society, Elsevier, vol. 82(C).
  • Handle: RePEc:eee:teinso:v:82:y:2025:i:c:s0160791x25001034
    DOI: 10.1016/j.techsoc.2025.102913
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X25001034
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2025.102913?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Norzelan, Nur Azira & Mohamed, Intan Salwani & Mohamad, Maslinawati, 2024. "Technology acceptance of artificial intelligence (AI) among heads of finance and accounting units in the shared service industry," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    2. Sakiko Fukuda‐Parr & Elizabeth Gibbons, 2021. "Emerging Consensus on ‘Ethical AI’: Human Rights Critique of Stakeholder Guidelines," Global Policy, London School of Economics and Political Science, vol. 12(S6), pages 32-44, July.
    3. Pei‐Chi Kelly Hsiao & Charl de Villiers & Claire Horner & Hein Oosthuizen, 2022. "A review and synthesis of contemporary sustainability accounting research and the development of a research agenda," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4453-4483, December.
    4. Haladu, Alhassan & Bin-Nashwan, Saeed Awadh & Yusuf, Abdulmalik & Yaro, Nura Alhaji, 2025. "Lighting the path to sustainable development: The impact of sustainability disclosure, corporate tax, and economic growth," World Development Perspectives, Elsevier, vol. 37(C).
    5. Cuthbertson, Richard W. & Furseth, Peder Inge, 2022. "Digital services and competitive advantage: Strengthening the links between RBV, KBV, and innovation," Journal of Business Research, Elsevier, vol. 152(C), pages 168-176.
    6. Shenbei Zhou & Wudie Atinaf Tiruneh & Moges Assefa Legese, 2023. "The effect of corporate social responsibility on environmental performance: the mediating role of green innovation and green human resource management," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 19(11), pages 3848-3868, February.
    7. Loureiro, Sandra Maria Correia & Guerreiro, João & Tussyadiah, Iis, 2021. "Artificial intelligence in business: State of the art and future research agenda," Journal of Business Research, Elsevier, vol. 129(C), pages 911-926.
    8. Chao Hung Wang & Wei‐Jr Juo, 2021. "An environmental policy of green intellectual capital: Green innovation strategy for performance sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3241-3254, November.
    9. Nishant, Rohit & Kennedy, Mike & Corbett, Jacqueline, 2020. "Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda," International Journal of Information Management, Elsevier, vol. 53(C).
    10. Al-Emran, Mostafa & Griffy-Brown, Charla, 2023. "The role of technology adoption in sustainable development: Overview, opportunities, challenges, and future research agendas," Technology in Society, Elsevier, vol. 73(C).
    11. Channuntapipat, Charika & Samsonova-Taddei, Anna & Turley, Stuart, 2020. "Variation in sustainability assurance practice: An analysis of accounting versus non-accounting providers," The British Accounting Review, Elsevier, vol. 52(2).
    12. Kusi-Sarpong, Simonov & Mubarik, Muhammad Shujaat & Khan, Sharfuddin Ahmed & Brown, Steve & Mubarak, Muhammad Faraz, 2022. "Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    13. Al-Emran, Mostafa, 2023. "Beyond technology acceptance: Development and evaluation of technology-environmental, economic, and social sustainability theory," Technology in Society, Elsevier, vol. 75(C).
    14. Gloria Cicerone & Alessandra Faggian & Sandro Montresor & Francesco Rentocchini, 2023. "Regional artificial intelligence and the geography of environmental technologies: does local AI knowledge help regional green-tech specialization?," Regional Studies, Taylor & Francis Journals, vol. 57(2), pages 330-343, February.
    15. Zheng, Wei & Yang, Baiyin & McLean, Gary N., 2010. "Linking organizational culture, structure, strategy, and organizational effectiveness: Mediating role of knowledge management," Journal of Business Research, Elsevier, vol. 63(7), pages 763-771, July.
    16. Nguyen Thi Mai Anh & Le Thi Khanh Hoa & Lai Phuong Thao & Duong Anh Nhi & Nguyen Thanh Long & Nguyen Thanh Truc & Vu Ngoc Xuan, 2024. "The Effect of Technology Readiness on Adopting Artificial Intelligence in Accounting and Auditing in Vietnam," JRFM, MDPI, vol. 17(1), pages 1-15, January.
    17. Robert G. Eccles & Ioannis Ioannou & George Serafeim, 2014. "The Impact of Corporate Sustainability on Organizational Processes and Performance," Management Science, INFORMS, vol. 60(11), pages 2835-2857, November.
    18. Nhon Hoang Thanh & Bac Truong Cong, 2024. "Investigating the mediating role of green performance measurement systems in the nexus between green intellectual capital and environmental performance," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 20(10), pages 2237-2258, August.
    19. Wei‐Jr Juo & Chao‐Hung Wang, 2022. "Does green innovation mediate the relationship between green relational view and competitive advantage?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2456-2468, July.
    20. Abernathy, John L. & Beyer, Brooke & Masli, Adi & Stefaniak, Chad, 2014. "The association between characteristics of audit committee accounting experts, audit committee chairs, and financial reporting timeliness," Advances in accounting, Elsevier, vol. 30(2), pages 283-297.
    21. Bosse, Douglas & Thompson, Steven & Ekman, Peter, 2023. "In consilium apparatus: Artificial intelligence, stakeholder reciprocity, and firm performance," Journal of Business Research, Elsevier, vol. 155(PA).
    22. Yehia Shihata Elzek & Mohammad Soliman & Hafidh Al Riyami & Noel Scott, 2024. "Talent management and sustainable performance in travel agents: do green intellectual capital and green servant leadership matter?," Current Issues in Tourism, Taylor & Francis Journals, vol. 27(19), pages 3115-3130, October.
    23. Kaveh Asiaei & Ruzita Jusoh & Omid Barani & Arash Asiaei, 2022. "How does green intellectual capital boost performance? The mediating role of environmental performance measurement systems," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1587-1606, May.
    24. Mohammed Almansour, 2024. "How do green intellectual and co-creational capitals drive artificial intelligence innovation and green innovation in start-ups?," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 28(4), pages 1649-1666, January.
    25. Zahlan, Ahmed & Ranjan, Ravi Prakash & Hayes, David, 2023. "Artificial intelligence innovation in healthcare: Literature review, exploratory analysis, and future research," Technology in Society, Elsevier, vol. 74(C).
    26. Saeed Awadh Bin-Nashwan & Aishath Muneeza, 2023. "Investment decisions in digital sukuk in the time of COVID-19: do tax incentives matter?," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 13(1), pages 589-613, January.
    27. Isabel Lourenço & Manuel Branco & José Curto & Teresa Eugénio, 2012. "How Does the Market Value Corporate Sustainability Performance?," Journal of Business Ethics, Springer, vol. 108(4), pages 417-428, July.
    28. Jody Grewal & Edward J. Riedl & George Serafeim, 2019. "Market Reaction to Mandatory Nonfinancial Disclosure," Management Science, INFORMS, vol. 65(7), pages 3061-3084, July.
    29. Weiwei Wu & Li Yu, 2024. "How Does Environmental Corporate Social Responsibility Affect Technological Innovation? The Role of Green Entrepreneurial Orientation and Green Intellectual Capital," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3297-3328, March.
    30. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    31. D. Mancini & R. Lamboglia & N. G. Castellano & K. Corsi, 2017. "Trends of Digital Innovation Applied to Accounting Information and Management Control Systems," Lecture Notes in Information Systems and Organization, in: Katia Corsi & Nicola Giuseppe Castellano & Rita Lamboglia & Daniela Mancini (ed.), Reshaping Accounting and Management Control Systems, pages 1-19, Springer.
    32. Richard J. Arend & Moren Lévesque, 2010. "Is the Resource-Based View a Practical Organizational Theory?," Organization Science, INFORMS, vol. 21(4), pages 913-930, August.
    33. Han, Hongdan & Shiwakoti, Radha K. & Jarvis, Robin & Mordi, Chima & Botchie, David, 2023. "Accounting and auditing with blockchain technology and artificial Intelligence: A literature review," International Journal of Accounting Information Systems, Elsevier, vol. 48(C).
    34. Olan, Femi & Ogiemwonyi Arakpogun, Emmanuel & Suklan, Jana & Nakpodia, Franklin & Damij, Nadja & Jayawickrama, Uchitha, 2022. "Artificial intelligence and knowledge sharing: Contributing factors to organizational performance," Journal of Business Research, Elsevier, vol. 145(C), pages 605-615.
    35. Saeed Awadh Bin-Nashwan & Mahmood Hussain Shah & Hijattulah Abdul-Jabbar & Lutfi Hassen Ali Al-Ttaffi, 2023. "Social-related factors in integrated UTAUT model for ZakaTech acceptance during the COVID-19 crisis," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 14(8), pages 1383-1403, February.
    36. Lumpkin, G. T. & Dess, Gregory G., 2001. "Linking two dimensions of entrepreneurial orientation to firm performance: The moderating role of environment and industry life cycle," Journal of Business Venturing, Elsevier, vol. 16(5), pages 429-451, September.
    37. Daniela M. Salvioni & Alex Almici, 2020. "Transitioning Toward a Circular Economy: The Impact of Stakeholder Engagement on Sustainability Culture," Sustainability, MDPI, vol. 12(20), pages 1-30, October.
    38. Shuang Liu & Qi Yu & Liang Zhang & Jian Xu & Zhenji Jin, 2021. "Does Intellectual Capital Investment Improve Financial Competitiveness and Green Innovation Performance? Evidence from Renewable Energy Companies in China," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-13, April.
    39. Winwin Yadiati & Nissa Nissa & Sugiono Paulus & Harry Suharman & Meiryani Meiryani, 2019. "The Role of Green Intellectual Capital and Organizational Reputation in Influencing Environmental Performance," International Journal of Energy Economics and Policy, Econjournals, vol. 9(3), pages 261-268.
    40. DeFond, Mark & Zhang, Jieying, 2014. "A review of archival auditing research," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 275-326.
    41. Ida Merete Enholm & Emmanouil Papagiannidis & Patrick Mikalef & John Krogstie, 2022. "Artificial Intelligence and Business Value: a Literature Review," Information Systems Frontiers, Springer, vol. 24(5), pages 1709-1734, October.
    42. Saeed Siyal & Riaz Ahmad & Samina Riaz & Chunlin Xin & Tang Fangcheng, 2022. "The Impact of Corporate Culture on Corporate Social Responsibility: Role of Reputation and Corporate Sustainability," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    43. Ayman wael AL-Khatib & Ahmed Shuhaiber, 2022. "Green Intellectual Capital and Green Supply Chain Performance: Does Big Data Analytics Capabilities Matter?," Sustainability, MDPI, vol. 14(16), pages 1-23, August.
    44. Mikalef, Patrick & Islam, Najmul & Parida, Vinit & Singh, Harkamaljit & Altwaijry, Najwa, 2023. "Artificial intelligence (AI) competencies for organizational performance: A B2B marketing capabilities perspective," Journal of Business Research, Elsevier, vol. 164(C).
    45. Bin-Nashwan, Saeed Awadh & Sadallah, Mouad & Bouteraa, Mohamed, 2023. "Use of ChatGPT in academia: Academic integrity hangs in the balance," Technology in Society, Elsevier, vol. 75(C).
    46. 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.
    47. Cubric, Marija, 2020. "Drivers, barriers and social considerations for AI adoption in business and management: A tertiary study," Technology in Society, Elsevier, vol. 62(C).
    48. Nixon Kamukama & Tumwine Sulait, 2017. "Intellectual capital and competitive advantage in Uganda’s microfinance industry," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 8(4), pages 498-514, December.
    49. Michelle Rodrigue & Dominique Diouf & Yves Gendron, 2023. "On the use of framing strategies by the Big Four accounting firms: bringing sustainability risks into the mainstream," Accounting Forum, Taylor & Francis Journals, vol. 47(3), pages 416-440, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mahmoud Abdelrahman & K. Nadia Papamichail & Ramy Hammady & Yusuf Kurt & Wael Abdallah & Leo Shixiong Liu & Sebastian Kapser, 2025. "Organisational Culture and Knowledge Management Systems Adoption: Examining Employee Usage in Multinational Corporations," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(3), pages 439-467, September.
    2. Jim Andersén, 2023. "Green resource orchestration: A critical appraisal of the use of resource orchestration in environmental management research, and a research agenda for future study," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 5506-5520, December.
    3. Abdelhamid Zaidi & Samuel-Soma M. Ajibade & Majd Musa & Festus Victor Bekun, 2023. "New Insights into the Research Landscape on the Application of Artificial Intelligence in Sustainable Smart Cities: A Bibliometric Mapping and Network Analysis Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 287-299, July.
    4. Małgorzata Okręglicka & Prabhat Mittal & Valentinas Navickas, 2023. "Exploring the Mechanisms Linking Perceived Organizational Support, Autonomy, Risk Taking, Competitive Aggressiveness and Corporate Sustainability: The Mediating Role of Innovativeness," Sustainability, MDPI, vol. 15(7), pages 1-23, March.
    5. Erika GRABOCKA & Ervisa NDOKA, 2025. "AI-driven innovation within the ICT sector," Smart Cities and Regional Development (SCRD) Journal, Smart-EDU Hub, Faculty of Public Administration, National University of Political Studies & Public Administration, vol. 9(1), pages 77-97, January.
    6. Valtonen, Alena & Saunila, Minna & Ukko, Juhani & Treves, Luke & Ritala, Paavo, 2025. "AI and employee wellbeing in the workplace: An empirical study," Journal of Business Research, Elsevier, vol. 199(C).
    7. Zhou Liang & Qi Zhang & Weiwei Wu & Xi Liu, 2024. "The synergistic effect of corporate environmental responsibility and technological base on firm performance: From the perspective of knowledge recombination," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 4384-4397, September.
    8. 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).
    9. Roppelt, Julia Stefanie & Kanbach, Dominik K. & Kraus, Sascha, 2024. "Artificial intelligence in healthcare institutions: A systematic literature review on influencing factors," Technology in Society, Elsevier, vol. 76(C).
    10. Arnaldo Coelho & Jorge Ferreira & Catarina Proença, 2024. "The impact of green entrepreneurial orientation on sustainability performance through the effects of green product and process innovation: The moderating role of ambidexterity," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3184-3202, May.
    11. Zhengang Zhang & Peilun Li & Liangxiong Huang & Yichen Kang, 2024. "The impact of artificial intelligence on green transformation of manufacturing enterprises: evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.
    12. Zhang, Cong & Yang, Jianhua, 2024. "Artificial intelligence and corporate ESG performance," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    13. Papadopoulos, Thanos & Pattanayak, Sirsha & Ramkumar, M., 2025. "Exploring the impact of metaverse adoption on sustainability outcomes in retail organizations: A dynamic capabilities view perspective," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
    14. Gao, Yang & Liu, Siqiang & Yang, Lu, 2025. "Artificial intelligence and innovation capability: A dynamic capabilities perspective," International Review of Economics & Finance, Elsevier, vol. 98(C).
    15. Lei Li & Jiabao Lin, 2024. "Digital transformation for the sustainable development of firms: The role of green capability and green culture," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 1861-1875, June.
    16. 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).
    17. Francisco Javier Forcadell & Fernando Úbeda, 2022. "Individual entrepreneurial orientation and performance: the mediating role of international entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 18(2), pages 875-900, June.
    18. A. E. Rodríguez Salazar & M. A. Domínguez-Crespo & A. M. Torres-Huerta & A. I. Licona-Aguilar & A. Nivón-Pellón & V. N. Orta-Guzmán, 2021. "Analysis of the Dynamical Capabilities into the Public Research Institutes to Their Strategic Decision-Making," Sustainability, MDPI, vol. 13(12), pages 1-22, June.
    19. Md. Mustafizur Rahaman & Md. Borhan Uddin Bhuiyan, 2025. "Audit report lag and key audit matters in Australia," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 22(2), pages 532-554, June.
    20. Munshi Muhammad Abdul Kader Jilani & Luo Fan & Mohammad Tazul Islam & Md. Aftab Uddin, 2020. "The Influence of Knowledge Sharing on Sustainable Performance: A Moderated Mediation Study," Sustainability, MDPI, vol. 12(3), pages 1-18, January.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:teinso:v:82:y:2025:i:c:s0160791x25001034. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.