Araştırma Makalesi

Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector

Cilt: 8 Sayı: 2 31 Ekim 2026
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Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector

Öz

This study examines the long-run relationship between AI-related venture capital investments in the business processes and support services sector and carbon dioxide (CO2) emissions. The analysis was conducted using a panel dataset of 13 countries (Canada, China, Finland, France, Germany, India, Ireland, Israel, Japan, Singapore, Spain, the United Kingdom, and the United States) covering the period 2012-2023. CO2 emissions are used as the dependent variable, while sector-specific AI-related venture capital investments, economic growth, foreign direct investment, and trade openness are included as explanatory variables. The long-run relationships are estimated using FMOLS, DOLS, and the Panel ARDL-PMG approach, while predictive relationships among the variables are examined using Granger causality analysis. The empirical findings indicate a negative and statistically significant long-run relationship between AI-related venture capital investments in the business processes and support services sector and CO2 emissions. The Granger causality results further reveal a bidirectional predictive relationship between sector-specific AI investments and CO2 emissions. These findings highlight the importance for policymakers and businesses of promoting environmentally sustainable AI investments in the business processes and support services sector, with particular attention to energy efficiency and carbon transparency in the associated digital infrastructure.

Anahtar Kelimeler

Destekleyen Kurum

This study received no financial support from any institution or organization.

Teşekkür

This study which does not require ethics committee approval and/or legal/specific permission complies with the Research and Publication Ethics.

Kaynakça

  1. Akram, R., Shi, X., Khalid, F., & Srivastava, M. (2025). Artificial intelligence (AI) adoption and green investment: Driving corporate environmental responsibility. Business Strategy and The Environment, 34(7), 9188-9202. https://doi.org/10.1002/bse.70069
  2. Alaganthiran, J. R., & Anaba, M. I. (2022). The effects of economic growth on carbon dioxide emissions in selected Sub-Saharan African (SSA) countries. Heliyon, 8(11), e11193. https://doi.org/10.1016/j.heliyon.2022.e11193
  3. Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277-297. https://doi.org/10.2307/2297968
  4. Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29-51. https://doi.org/10.1016/0304-4076(94)01642-D
  5. Blackburne, E. F., & Frank, M. W. (2007). Estimation of nonstationary heterogeneous panels. The Stata Journal, 7(2), 197-208. https://doi.org/10.1177/1536867X0700700204
  6. Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143. https://doi.org/10.1016/S0304-4076(98)00009-8
  7. Chen, Y., & Jin, S. (2023). Artificial intelligence and carbon emissions in manufacturing firms: The moderating role of green innovation. Processes, 11(9), 2705. https://doi.org/10.3390/pr11092705
  8. Dauvergne, P. (2020). AI in the wild: Sustainability in the age of artificial intelligence. Cambridge: The MIT Press. https://doi.org/10.7551/mitpress/12350.001.0001

Ayrıntılar

Birincil Dil

İngilizce

Konular

Yeşil Ekonomi, Çevre Politikası

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

31 Ekim 2026

Gönderilme Tarihi

22 Kasım 2025

Kabul Tarihi

23 Ekim 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 8 Sayı: 2

Kaynak Göster

APA
Tekbaş, M., & İslamoğlu, A. E. (2026). Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector. International Journal of Business and Economic Studies, 8(2). https://doi.org/10.54821/bes.1828459
AMA
1.Tekbaş M, İslamoğlu AE. Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector. BES JOURNAL. 2026;8(2). doi:10.54821/bes.1828459
Chicago
Tekbaş, Murat, ve Ali Emin İslamoğlu. 2026. “Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector”. International Journal of Business and Economic Studies 8 (2). https://doi.org/10.54821/bes.1828459.
EndNote
Tekbaş M, İslamoğlu AE (01 Ekim 2026) Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector. International Journal of Business and Economic Studies 8 2
IEEE
[1]M. Tekbaş ve A. E. İslamoğlu, “Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector”, BES JOURNAL, c. 8, sy 2, Eki. 2026, doi: 10.54821/bes.1828459.
ISNAD
Tekbaş, Murat - İslamoğlu, Ali Emin. “Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector”. International Journal of Business and Economic Studies 8/2 (01 Ekim 2026). https://doi.org/10.54821/bes.1828459.
JAMA
1.Tekbaş M, İslamoğlu AE. Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector. BES JOURNAL. 2026;8. doi:10.54821/bes.1828459.
MLA
Tekbaş, Murat, ve Ali Emin İslamoğlu. “Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector”. International Journal of Business and Economic Studies, c. 8, sy 2, Ekim 2026, doi:10.54821/bes.1828459.
Vancouver
1.Murat Tekbaş, Ali Emin İslamoğlu. Do artificial intelligence investments improve environmental sustainability? Evidence from the business processes and support services sector. BES JOURNAL. 01 Ekim 2026;8(2). doi:10.54821/bes.1828459

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