The Impact of Digital Transformation on ESG Performance: The Moderating Role of Green Innovation
DOI:
https://doi.org/10.37253/gfa.v9i2.11085Keywords:
Digital transformation, ESG Performance, Green Innovation, Manufacturing companies, Digital TechnologyAbstract
This study examines the impact of digital transformation on ESG performance, with green innovation as a moderating variable, focusing on manufacturing companies in Indonesia. Digital transformation is considered a strategic initiative that not only enhances operational efficiency but also supports environmental sustainability and social responsibility. Using a quantitative approach, the study analyzes secondary data from annual reports of manufacturing companies listed on the Indonesia Stock Exchange. The results indicate that digital transformation has a positive and significant impact on ESG performance, and green innovation has been shown to strengthen this effect. These findings suggest that adopting digital technologies can enhance a company’s competitiveness by improving its sustainability performance. The study highlights the importance of integrating digital strategies with environmental goals to strengthen long-term business value. Companies are encouraged to adopt digital tools not only for efficiency but also as part of their commitment to sustainable development. The findings also open avenues for further research opportunities, particularly in exploring other mediating or moderating variables, combining several industries or employing mixed methods—such as interviews or case studies which could provide deeper insights into how digital transformation and green innovation are practiced in the field.
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Afifah, S., Mudzakir, A., & Nandiyanto, A. B. D. (2022). How to Calculate Paired Sample t-Test using SPSS Software: From Step by Step Processing for Users to the Practical Examples in the Analysis of the Effect of Application Anti Fire Bamboo Teaching Materials on Student Learning Outcomes. Indonesian Journal of Teaching in Science, 2(1), 81–92. https://doi.org/10.17509/ijotis.v2i1.45895
Amalo, F., Husen, G. N., & Kupang, U. M. (2024). The Role of Financial Performance In Mediating The Relationship Between Green Innovation and Eco-Efficiency on Company Value Peran Kinerja Keuangan Dalam Memediasi Hubungan Green Innovation Dan Eco-Efficiency Terhadap Nilai Perusahaan. In Management Studies and Entrepreneurship Journal (Vol. 5, Issue 2). http://journal.yrpipku.com/index.php/msej
Aydoğmuş, M., Gülay, G., & Ergun, K. (2022). Impact of ESG Performance on Firm Value and Profitability. In Borsa Istanbul Review (Vol. 22, pp. S119–S127). Borsa Istanbul Anonim Sirketi. https://doi.org/10.1016/j.bir.2022.11.006
Azizah, I. N., Arum, P. R., & Wasono, R. (2021). Model Terbaik Uji Multikolinearitas untuk Analisis Faktor-Faktor yang Mempengaruhi Produksi Padi di Kabupaten Blora Tahun 2020 The Best Model for Multicollinearity Test to Analyze Rice Production’s Factors in Blora Regency on 2020.
Bibri, S. E., & Krogstie, J. (2020). Environmentally Data Driven Smart Sustainable Cities: Applied Innovative Solutions for Energy Efficiency, Pollution Reduction, and Urban Metabolism. Energy Informatics, 3(1). https://doi.org/10.1186/s42162-020-00130-8
Chen, L., Mao, C., & Gao, Y. (2023). Executive Compensation Stickiness and ESG Performance: The Role of Digital Transformation. Frontiers in Environmental Science, 11. https://doi.org/10.3389/fenvs.2023.1166080
Chen, Y. (2016). Spatial Autocorrelation Approaches to Testing Residuals from Least Squares Regression. PLoS ONE, 11(1). https://doi.org/10.1371/journal.pone.0146865
Chicco, D., Warrens, M. J., & Jurman, G. (2021). The Coefficient of Determination R Squared is More Informative than SMAPE, MAE, MAPE, MSE and RMSE in Regression Analysis Evaluation. PeerJ Computer Science, 7, 1–24. https://doi.org/10.7717/PEERJ-CS.623
Daoud, J. I. (2018). Multicollinearity and Regression Analysis. Journal of Physics: Conference Series, 949(1). https://doi.org/10.1088/1742-6596/949/1/012009
Delacre, M., Leys, C., Mora, Y. L., & Lakens, D. (2020). Taking Parametric Assumptions Seriously: Arguments for The Use of Welch’s F-test Instead of The Classical F-test in One Way ANOVA. International Review of Social Psychology, 32(1). https://doi.org/10.5334/IRSP.198
Demir, S. (2022). Comparison of Normality Tests in Terms of Sample Sizes under Different Skewness and Kurtosis Coefficients. International Journal of Assessment Tools in Education, 9(2), 397–409. https://doi.org/10.21449/ijate.1101295
Ebert, C., & Duarte, C. H. C. (2018). Digital Transformation. IEEE Software, 35(4), 16–21. https://doi.org/10.1109/MS.2018.2801537
Effiyaldi, Pasaribu, Suratno, Kadar, Gunardi, Naibaho, Hati, & Aryati. (2022). Penerapan Uji Multikolinieritas Dalam Penelitian Manajemen Sumber Daya Manusia. https://ejournal.unama.ac.id/index.php/jumanage
Eprima Dewi, L., Trisna Herawati, N. S., & Gede Erni Sulindawati, L. S. (2015). Analisis Pengaruh NIM, BOPO, LDR, dan NPL Terhadap Profitabilitas (Studi Kasus Pada Bank Umum Swasta Nasional Yang Terdaftar Pada Bursa Efek Indonesia Periode 2009-2013 ). In Universitas Pendidikan Ganesha Jurusan Akuntansi Program S1 (Issue 1).
Fiandini, M., Nandiyanto, A. B. D., Al Husaeni, D. F., Al Husaeni, D. N., & Mushiban, M. (2024). How to Calculate Statistics for Significant Difference Test Using SPSS: Understanding Students Comprehension on the Concept of Steam Engines as Power Plant. Indonesian Journal of Science and Technology, 9(1), 45–108. https://doi.org/10.17509/ijost.v9i1.64035
Gereffi, G. (2018). The Global Economy: Organization, Governance, and Development. In Global Value Chains and Development: Redefining the Contours of 21 (pp. 137–175). Cambridge University Press. https://doi.org/10.1017/9781108559423.006
Guo, X., & Pang, W. (2025). The Impact of Digital Transformation on Corporate ESG Performance. Finance Research Letters, 72, 106518. https://doi.org/10.1016/j.frl.2024.106518
Hanusz, Z., Tarasinska, J., & Zielinski, W. (2016). Shapiro Wilk Test With Known Mean. In REVSTAT-Statistical Journal (Vol. 14, Issue 1).
Huang, Q., Fang, J., Xue, X., & Gao, H. (2023). Does Digital Innovation Cause Better ESG Performance? An Empirical Test of A Listed Firms in China. Research in International Business and Finance, 66. https://doi.org/10.1016/j.ribaf.2023.102049
ILORI, O. O., & TANIMOWO, F. O. (2022). Heteroscedasticity Detection in Cross-Sectional Diabetes Pedigree Function: A Comparison of Breusch Pagan Godfrey, Harvey and Glejser Tests. International Journal of Scientific and Management Research, 05(12), 150–163. https://doi.org/10.37502/ijsmr.2022.51211
Inderst, G., & Stewart, F. (2018). Incorporating Environmental, Social, and Governance (ESG) Factors into Fixed Income Investment. https://ssrn.com/abstract=3175830https://ssrn.com/abstract=3175830Electroniccopyavailableat:https://ssrn.com/abstract=3175830Internet:www.worldbank.org
Irfan, M. A. (2018). Pengaruh Kualitas Pelayanan, Harga, dan Fasilitas Yang Diberikan Kenari Waterpark Bontang Terhadap Tingkat Kepuasan Pelanggan.
Klein, A. G., Gerhard-Lehn, C., Büchner, R., & Diestel, S. (2016). The Detection of Heteroscedasticity in Regression Models for Psychological Data. https://www.researchgate.net/publication/311518028
Kwak, S. G., & Park, S. H. (2019). Normality Test in Clinical Research. In Journal of Rheumatic Diseases (Vol. 26, Issue 1, pp. 5–11). Korean College of Rheumatology. https://doi.org/10.4078/jrd.2019.26.1.5
Lakens, D. (2017). Equivalence Tests: A Practical Primer for t Tests, Correlations, and Meta-Analyses. Social Psychological and Personality Science, 8(4), 355–362. https://doi.org/10.1177/1948550617697177
Liang, G., Fu, W., & Wang, K. (2019). Analysis of T-test Misuses and SPSS Operations in Medical Research Papers. In Burns and Trauma (Vol. 7). Oxford University Press. https://doi.org/10.1186/s41038-019-0170-3
Li, J., Ding, N., Park, S. B., & Zhang, Z. (2025). How Does Digital Transformation Impact ESG Performance in Uncertain Environments? Sustainability, 17(10), 4597. https://doi.org/10.3390/su17104597
Liu, X., Huang, N., Su, W., & Zhou, H. (2024). Green innovation and corporate ESG performance: Evidence from Chinese listed companies. International Review of Economics and Finance, 95. https://doi.org/10.1016/j.iref.2024.103461
Liu, Y. (2020). Research on Fiscal Expenditure Structure and High-Quality Economic Development: An Empirical Study Based on Panel Data from Chinese Provinces from 2007 to 2017. American Journal of Industrial and Business Management, 10(02), 232–249. https://doi.org/10.4236/ajibm.2020.102015
Mardiatmoko, G. (2020). The Importance of the Classical Assumption Test in Multiple Linear Regression Analysis (A Case Study of the Preparation of the Allometric Equation of Young Walnuts). Barekeng, 14(3), 333–342. https://doi.org/10.30598/barekengvol14iss3pp333-342
Meilani, S. E. R., & Sukmawati, R. A. (2023). Peran Green Innovation Dan Environmental Responsibility Terhadap Nilai Perusahaan Sektor Manufaktur di Indonesia. Jurnal Riset Akuntansi Dan Keuangan, 11(3), 605–620. https://doi.org/10.17509/jrak.v11i3.60311
Mishra, P., Singh, U., Pandey, C. M., Mishra, P., & Pandey, G. (2019). Application of student’s t-test, analysis of variance, and covariance. Annals of Cardiac Anaesthesia, 22(4), 407–411. https://doi.org/10.4103/aca.aca_94_19
Nakagawa, S., Johnson, P. C. D., & Schielzeth, H. (2017). The Coefficient of Determination R2 and Intra Class Correlation Coefficient from Generalized Linear Mixed Effects Models Revisited and Expanded. Journal of the Royal Society Interface, 14(134). https://doi.org/10.1098/rsif.2017.0213
Purba, S. D., Tarigan, J. W., Sinaga, M., & Tarigan, V. (2021). Pelatihan Penggunaan Software SPSS Dalam Pengolahan Regressi Linear Berganda Untuk Mahasiswa Fakultas Ekonomi Universitas Simalungun Di Masa Pandemi Covid 19.
Putra, H. T., & Lestari, D. (2023). The Influence of Perceived Service Quality on Purchase Intention with Trust Plays a Mediating Role and Perceived Risk Plays a Moderating Role in Online Shopping. Asian Journal of Economics, Business and Accounting, 23(8), 64–80. https://doi.org/10.9734/ajeba/2023/v23i8956
Qurnia Sari, A., Sukestiyarno, Y., & Agoestanto, A. (2017). Batasan Prasyarat Uji Normalitas dan Uji Homogenitas pada Model Regresi Linear. Unnes Journal of Mathematics, 6(2), 168–177. http://journal.unnes.ac.id/sju/index.php/ujm
Rachmawati, S. (2023). The New Model: Green Innovation Modified to Moderate thInfluence of Integrated Reporting, Green Intellectual Capitatoward Green Competitive Advantage. International Journal of Energy Economics and Policy, 13(2), 61–67. https://doi.org/10.32479/ijeep.13921
Rarindra, P., & Saputra, A. (2020). Pengaruh PER EPS ROA Dan DER Terhadap Harga Saham LQ45 Di Bursa Efek Indonesia. 8(3), 208–215.
Robiul Rochmawati, D., Hatimatunnisani, H., & Veranita, M. (2023). Mengembangkan Strategi Bisnis di Era Transformasi Digital. Coopetition : Jurnal Ilmiah Manajemen, 14(1), 101–108. https://doi.org/10.32670/coopetition.v14i1.3076
Saputra, E., & Zulmaulida, R. (2020). Pengaruh Gaya Kognitif Terhadap Kemampuan Komunikasi Matematis Melalui Analisis Koefisien Determinasi dan Uji Regresi. Jurnal Ilmiah Pendidikan Matematika AL-QALASADI, 4(2), 69–76.
Schwertner, K. (2017). Digital Transformation of Business. Trakia Journal of Science, 15(Suppl.1), 388–393. https://doi.org/10.15547/tjs.2017.s.01.065
Sholihah, M. S., Aditiya, Y. N., Evani, S. E., & Maghfiroh, S. (2023). Konsep Uji Asumsi Klasik Pada Regresi Linier Berganda.
Shrestha, N. (2020). Detecting Multicollinearity in Regression Analysis. American Journal of Applied Mathematics and Statistics, 8(2), 39–42. https://doi.org/10.12691/ajams-8-2-1
Siraj, M. J., Ahmad, T., & Ijtihadie, R. M. (2022). Analyzing ANOVA F-test and Sequential Feature Selection for Intrusion Detection Systems. International Journal of Advances in Soft Computing and Its Applications, 14(2), 185–194. https://doi.org/10.15849/IJASCA.220720.13
Sosial, J., & Sains, D. (2024). Pengungkapan Corporate Social Resposibility dengan GRI G4. 4, 2024. http://sosains.greenvest.co.id
Sui, B., & Yao, L. (2023). The Impact of Digital Transformation on Corporate Financialization: The Mediating Effect of Green Technology Innovation. Innovation and Green Development, 2(1). https://doi.org/10.1016/j.igd.2022.100032
Su, X., Wang, S., & Li, F. (2023). The Impact of Digital Transformation on ESG Performance Based on the Mediating Effect of Dynamic Capabilities. Sustainability (Switzerland), 15(18). https://doi.org/10.3390/su151813506
Wahyuliza, S., & Dewita, N. (2018). Pengaruh Likuiditas, Solvabilitas dan Perputaran Modal Kerja Terhadap Profitabilitas Pada Perusahaan Manufaktur Yang Terdaftar di Bursa Efek Indonesia. Jurnal Benefita, 3(2), 219. https://doi.org/10.22216/jbe.v3i2.3173
Wang, J., Hong, Z., & Long, H. (2023). Digital Transformation Empowers ESG Performance in the Manufacturing Industry: From ESG to DESG. SAGE Open, 13(4). https://doi.org/10.1177/21582440231204158
Wang, L., & Hou, S. (2024). The Impact of Digital Transformation and Earnings Management on ESG Performance: evidence from Chinese listed enterprises. Scientific Reports, 14(1). https://doi.org/10.1038/s41598-023-48636-x
Wang, S., & Esperança, J. P. (2023). Can Digital Transformation Improve Market and ESG Performance? Evidence from Chinese SMEs. Journal of Cleaner Production, 419. https://doi.org/10.1016/j.jclepro.2023.137980
Whelan, T., Atz, U., & Clark, C. (2015). ESG and Financial Performance: Uncovering the Relationship by Aggregating Evidence from 1,000 Plus Studies.
Wu, S., & Li, Y. (2023). A Study on the Impact of Digital Transformation on Corporate ESG Performance: The Mediating Role of Green Innovation. Sustainability (Switzerland), 15(8). https://doi.org/10.3390/su15086568
Xie, X., Huo, J., & Zou, H. (2019). Green Process Innovation, Green Product Innovation, and Corporate Financial Performance: A Content Analysis Method. Journal of Business Research, 101, 697–706. https://doi.org/10.1016/j.jbusres.2019.01.010
Xu, C., & He, Y. (2025). The Impact of ESG Performance on Green Technology Innovation: A Moderating Effect Based on Digital Transformation. Sustainability, 17(7), 3170. https://doi.org/10.3390/su17073170
Yawika, M. K., & Handayani, S. (2019). The Effect of ESG Performance on Economic Performance in the High Profile Industry in Indonesia. Journal of International Business and Economics, 7(2). https://doi.org/10.15640/jibe.v7n2a12
Yin, N. (2025). Will Digital Transformation Empower Corporate ESG Performance: Moderated Mediation Analysis through the Prism of Executives’ Foreign Experience. Polish Journal of Environmental Studies, 34(4), 3893–3907. https://doi.org/10.15244/pjoes/189714
Zailani, S., Govindan, K., Iranmanesh, M., & Shaharudin, R. M. (2015). Green Innovation Adoption in Automotive Supply Chain: The Malaysian case.
Zeba, G., Dabić, M., Čičak, M., Daim, T., & Yalcin, H. (2021). Technology Mining: Artificial Intelligence in Manufacturing. Technological Forecasting and Social Change, 171. https://doi.org/10.1016/j.techfore.2021.120971
Zhang, M., & Huang, Z. (2024). The Impact of Digital Transformation on ESG Performance: The Role of Supply Chain Resilience. Sustainability, 16(17), 7621. https://doi.org/10.3390/su16177621
Zhang, Q., Yang, M., & Lv, S. (2022). Corporate Digital Transformation and Green Innovation: A Quasi-Natural Experiment from Integration of Informatization and Industrialization in China. International Journal of Environmental Research and Public Health, 19(20). https://doi.org/10.3390/ijerph192013606
Zhao, Q., Li, X., & Li, S. (2023). Analyzing the Relationship between Digital Transformation Strategy and ESG Performance in Large Manufacturing Enterprises: The Mediating Role of Green Innovation. Sustainability (Switzerland), 15(13). https://doi.org/10.3390/su15139998
Zhong, Y., Zhao, H., & Yin, T. (2023). Resource Bundling: How Does Enterprise Digital Transformation Affect Enterprise ESG Development? Sustainability (Switzerland), 15(2). https://doi.org/10.3390/su15021319
