The missing link between Artificial Intelligence and green innovation: evidence from indonesian publicly listed firms

Authors

  • Hery Haryanto Universitas Internasional Batam, Batam
  • Tasha Rahmatika Universitas Internasional Batam, Batam
  • Badriatul Mawadah Universitas Internasional Batam, Batam

DOI:

https://doi.org/10.47065/imj.v6i2.577

Keywords:

Artificial Intelligence, Green Innovation, Green Management Innovation, Digital Transformation, Indonesian Listed Companies

Abstract

Digital transformation is driving companies to adopt Artificial Intelligence to increase efficiency while supporting environmental sustainability. This research is conducted to examine the influence of Artificial Intelligence on Green Innovation and test the role of Green Management Innovation as a moderating variable. The research adopts a quantitative approach based on secondary data collected from the firm’s annual and sustainability reports for the 2020-2024 period, with a total sample of 100 observations selected using the purposive sampling method. The research utilized panel data regression through STATA software, applying Random Effects estimation and robust standard errors clustered, while incorporating moderation effect analysis and control variables including firm size, firm age, firm performance, and state-owned enterprise. The results of the study show that Artificial Intelligence does not have a significant effect on Green Innovation. On the other hand, there is a significant positive relationship between Green Management Innovation and Green Innovation. In addition, the results of the moderation test show that Nevertheless, the relationship between Artificial Intelligence and Green Management Innovation is not statistically significant, suggesting that there is a lack of empirical evidence to support that Green Management Innovation influences the connection between Artificial Intelligence and Green Innovation. These findings suggest that managerial capabilities play a more important role than technological capabilities in promoting Green Innovation among publicly listed companies in Indonesia. Therefore, companies are recommended to strengthen Green Management Innovation capabilities and integrate AI adoption with green management practices to support Green Innovation more effectively.

References

Al Halbusi, H., Al-Sulaiti, K. I., Alalwan, A. A., & Al-Busaidi, A. S. (2025). AI capability and green innovation impact on sustainable performance: Moderating role of big data and knowledge management. Technological Forecasting and Social Change, 210, 123897. https://doi.org/10.1016/j.techfore.2024.123897

Babina, T., Fedyk, A., He, A., & Hodson, J. (2024). Artificial intelligence, firm growth, and product innovation. Journal of Financial Economics, 151. https://doi.org/10.1016/j.jfineco.2023.103745

Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17, 99–120.

Chavira, P. C., Shamsuzzoha, A., Kuusniemi, H., & Jovanovski, B. (2023). Defining green innovation, its impact, and cycle – A literature analysis. Cleaner Engineering and Technology, 17.

Che, S., Liu, C., Wang, J., & Wang, J. (2026). Can artificial intelligence drive enterprise green management innovation? A new perspective on harnessing intelligence. Technology in Society, 85, 103156. https://doi.org/10.1016/j.techsoc.2025.103156

Chen, H., Basri, M. F., & Halim, H. A. (2025). Equity and debt financing dependence, green innovation, and the moderating role of financial reporting quality: Evidence from Chinese firms. Sustainability (Switzerland), 17(17). https://doi.org/10.3390/su17177693

Chen, Y., & Jin, S. (2023). Artificial intelligence and carbon emissions in manufacturing firms: The moderating role of green innovation. Processes, 11(9). https://doi.org/10.3390/pr11092705

Chen, Y. S., Lai, S. B., & Wen, C. T. (2006). The influence of green innovation performance on corporate advantage in Taiwan. Journal of Business Ethics, 67, 331–339.

CREA. (2025). Kualitas Udara Indonesia 2024.

Creswell, J. W., & Creswell, J. D. (2022). Research design: Qualitative, quantitative, and mixed methods approaches (6th ed.). Sage Publications.

Du, J., Cai, H., & Jin, X. (2024). Exploring the association between artificial intelligence management and green innovation: Expanding the research field for sustainable outcomes. Sustainability (Switzerland), 16(21). https://doi.org/10.3390/su16219315

Dzhunushalieva, G., & Teuber, R. (2024). Roles of innovation in achieving the sustainable development goals: A bibliometric analysis. Journal of Innovation and Knowledge, 9(2). https://doi.org/10.1016/j.jik.2024.100472

Fang, B., Yu, J., Chen, Z., Osman, A. I., Farghali, M., Ihara, I., Hamza, E. H., Rooney, D. W., & Yap, P. S. (2023). Artificial intelligence for waste management in smart cities: a review. In Environmental Chemistry Letters (Vol. 21, Number 4, pp. 1959–1989). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/s10311-023-01604-3

Fazal-e-Hasan, S. M., Ahmadi, H., Sekhon, H., Mortimer, G., Sadiq, M., Kharouf, H., & Abid, M. (2023). The role of green innovation and hope in employee retention. Business Strategy and the Environment, 32(1), 220–239. https://doi.org/10.1002/bse.3126

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis eighth edition.

Haryanto, H., Hartono, C., & Hesniati, H. (2025). Unlocking profitability: How CSR practices drive financial performance through green innovation. Jurnal Dinamika Akuntansi Dan Bisnis, 12(1), 21–40. https://doi.org/10.24815/jdab.v12i1.39531

Haryanto, H., Hesniati, & Maitri, B. (2025). Corporate Social Responsibility in Family-Controlled Firms: A Moderated Study of Slack Resources in Indonesian Manufacturing. Jurnal Dinamika Akuntansi Dan Bisnis, 12(2), 267–282. https://doi.org/10.24815/jdab.v12i2.43782

Haryanto, H., Jennifer, F., & Marheni, D. K. (2026). Sustainable practices in manufacturing: How green innovation drives financial performance with gender diversity and CSR as moderators. Journal of Accounting and Investment, 27(1), 195–223. https://doi.org/10.18196/jai.v27i1.27390

Haryanto, H., Joecy, V., & Candy, C. (2026). Rethinking Digital Sustainability Synergy?: When Green Innovation Moderates the Impact of AI on Firm Performance. Jurnal Dinamika Akuntansi Dan Bisnis, 13(2), 243–260. https://doi.org/10.24815/jdab.v13i2.769

Li, F. (2010). The information content of forward?looking statements in corporate filings—A naïve bayesian machine learning approach. Journal of Accounting Research, 48(5), 1049–1102. https://doi.org/10.1111/j.1475-679X.2010.00382.x

Liu, Q., Du, S., & Li, M. (2025). Green innovation perspective: Artificial intelligence and corporate green development. International Review of Economics and Finance, 102. https://doi.org/10.1016/j.iref.2025.104345

Loughran, T., & Mcdonald, B. (2016). Textual analysis in accounting and finance: A survey. Journal of Accounting Research, 54(4), 1187–1230. https://doi.org/10.1111/1475-679X.12123

Miozza, M., Mascia, D., & Paletta, A. (2026). The role of AI for sustainability and economic performance: Evidence from the pharmaceutical industry. Technovation, 154. https://doi.org/10.1016/j.technovation.2026.103547

Ning, J., Jiang, X., & Luo, J. (2023). Relationship between enterprise digitalization and green innovation: A mediated moderation model. Journal of Innovation & Knowledge, 8(1), 100326. https://doi.org/10.1016/j.jik.2023.100326

Qin, X., Muskat, B., Ambrosini, V., Mair, J., & Chih, Y. Y. (2026). Green innovation implementation: A systematic review and research directions. In Journal of Management (Vol. 52, Number 1, pp. 255–282). SAGE Publications Inc. https://doi.org/10.1177/01492063241312656

Roh, T., Noh, J., Oh, Y., & Park, K. S. (2022). Structural relationships of a firm’s green strategies for environmental performance: The roles of green supply chain management and green marketing innovation. Journal of Cleaner Production, 356.

Sekaran, U., & Bougie, R. (2022). Research methods for business: A skill-building approach (7th ed.). Wiley.

Suparman, M., Suhardjo, I., Crystina, C., Agustin, I. N., & Christian, Y. (2025). Digital transformation and sustainability performance: an empirical study from Indonesia. Asian Journal of Accounting Research, 1–20. https://doi.org/10.1108/AJAR-02-2025-0049

Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic Capabilities and Strategic Management. In Strategic Management Journal (Vol. 18, Number 7).

Violeta, E., Azmi, Z., & Gita Suci, R. (2025). Does sustainability report disclosure affect financial performance? Evidence from the Indonesia stock exchange Apakah pengungkapan sustainability report berpengaruh pada kinerja keuangan? Kasus dari bursa efek Indonesia. Jurnal Akuntansi Dan KeuanganUniversitas Jambi, 10, 310–317. https://doi.org/10.22437/jaku.v10i03.47475

Wang, S., Abbas, J., Sial, M. S., Álvarez-Otero, S., & Cioca, L. I. (2022). Achieving green innovation and sustainable development goals through green knowledge management: Moderating role of organizational green culture. Journal of Innovation and Knowledge, 7(4). https://doi.org/10.1016/j.jik.2022.100272

Wang, Y., Li, M., & Hou, J. (2025). Can carbon emission trading policy promote enterprise green management innovation? Carbon Balance and Management, 20(1). https://doi.org/10.1186/s13021-025-00347-8

Wei Tan, L. (2023). AI-driven sustainability in sap supply chains: ML models for green logistics and carbon reduction. Certified Journal | 7581 International Journal of Computer Technology and Electronics Communication, 9001. https://doi.org/10.15680/IJCTECE.2023.0605004

Xie, J., & Wang, Y. (2024). Does enterprise green innovation contribute to the carbon emission reduction? Evidence from China. Frontiers in Environmental Science, 12. https://doi.org/10.3389/fenvs.2024.1519258

Xue, X., Dhumras, H., Thakur, G., & Shukla, V. (2025). Integrating artificial intelligence and sustainable materials for smart eco innovation in production. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-025-20803-2

Zejjari, I., & Benhayoun, I. (2024). The use of artificial intelligence to advance sustainable supply chain: retrospective and future avenues explored through bibliometric analysis. In Discover Sustainability (Vol. 5, Number 1). Springer Nature. https://doi.org/10.1007/s43621-024-00364-6

Zhang, D., Rong, Z., & Ji, Q. (2019). Green innovation and firm performance: Evidence from listed companies in China. Resources, Conservation and Recycling, 144, 48–55. https://doi.org/10.1016/j.resconrec.2019.01.023

Zhang, G., & Zhu, L. (2025). The peer effects of green management innovation in china’s listed companies. Sustainability (Switzerland), 17(7). https://doi.org/10.3390/su17072929

Downloads

Published

2026-11-11

How to Cite

Haryanto, H., Rahmatika, T., & Mawadah, B. (2026). The missing link between Artificial Intelligence and green innovation: evidence from indonesian publicly listed firms. Insight Management Journal, 6(2). https://doi.org/10.47065/imj.v6i2.577

Issue

Section

Articles