The Impact of Eco-Innovation Performance on Economic Growth: Panel Data Analysis on European Union Countries
Year 2023,
Volume: 57 Issue: 4, 657 - 670, 27.10.2023
Zehra Binnur Avunduk
,
Hüseyin İçen
Abstract
Purpose: The search for innovative ways to combat global warming and climate change has gained more importance on the international agenda, especially in the last few years. Eco-innovation, which is considered one of the most important ways in this regard according to the European Union, is a tool that reduces negative environmental impacts and uses resources more efficiently. In this context, the study basically aims to investigate what impact eco-innovation performance has on economic growth.
Methodology: The research sample consisted of European Union countries, and analyses were conducted using secondary data obtained from the Eurostat database. This research measured eco-innovation performance and economic growth using the eco-innovation index and gross domestic product (GDP), respectively. Empirical analysis was carried out using the panel data method.
Findings: According to the research findings, a %1 increase in eco-innovation during the period of 2013-2022 has led to a 0.53% increase in economic growth for EU countries. It can be stated that eco-innovation has had a positive impact on the economic well-being of EU member countries over the past decade.
Originality: The present study is the first of its kind at the country level, aiming to make theoretical and empirical contributions to the literature. It addresses the question of how eco-innovation performance impacts economic growth and provides practical recommendations for managers and policymakers.
References
- Aghion, P., Hemous, D. ve Veugelers, R. (2009). “No Green Growth without Innovation”, Bruegel, Brussels. Bruegel Policy Brief 2009/07.
- Andabaka, A., Sertić, M. ve Harc, M. (2019). “Eco-innovation and Economic Growth in the European Union”, Zagreb International Review of Economics and Business, 22(2), 43-54.
- Arfaoui, N., Brouillat, E. ve Saint Jean, M. (2014). “Policy Design and Technological Substitution: Investigating the REACH Regulation in An Agent-Based Model”, Ecological Economics, 107, 347-365.
- Avunduk, Z.B. (2021). “Üretim Yönetiminde Yeşil İnovasyon: (S)SCI Dergilerinde Yayımlanan Makalelerin İçerik Analizi”, Yönetim Bilimleri Dergisi, 19 (Özel Sayı), 187-210.
- Avunduk, Z.B. (2023). “Scientometric Analysis of Circular Innovation: A Novel Approach for Sustainability”, Opportunities and Challenges in Sustainability, 2(2), 62-70, DOI: 10.56578/ocs020201.
- Baltagi, B.H. ve Wu, P.X. (1999). “Unequally Spaced Panel Data Regressions with AR(1) Disturbances”, Econometric Theory, 15, 814-823.
- Beise, M. ve Rennings, K. (2005). “Lead Markets and Regulation: A Framework for Analyzing the International Diffusion of Environmental İnnovations”, Ecological Economics, 52(1), 5-17.
- Berkhout, F. (2011). “Eco-innovation: Reflections on an Evolving Research Agenda”, International Journal of Technology, Policy and Management, 11(3-4), 191-197.
- Bhargava, A., Franzini, L. ve Narendranathan, W. (1982). “Serial Correlation and the Fixed Effects Model”, The Review of Economic Studies, 49(4), 533-549.
- Borghesi, S., Costantini, V., Crespi, F. ve Mazzanti, M. (2013). “Environmental Innovation and Socioeconomic Dynamics in Institutional and Policy Contexts”, Journal of Evolutionary Economics, 23(2), 241-245.
- Brown, M. B. ve Forsythe, A. B. (1974). “Robust tests for the equality of variances”, Journal of the American Statistical Association, 69, 364-367.
- Cainelli, G., Mazzanti, M. ve Zoboli, R. (2011). “Environmental Innovations, Complementarity and Local/Global Cooperation: Evidence From North-East Italian Industry”, International Journal of Technology, Policy and
Management, 11(3-4), 328-368.
- Cañón-De-Francia, J., Garcés-Ayerbe, C. ve Ramírez-Alesón, M. (2006). “Are More Innovative Firms Less Vulnerable to New Environmental Regulation?”, Environmental and Resource Economics, 36(3), 295-311.
- Chen, J., Cheng, J. ve Dai, S. (2017). “Regional Eco-innovation in China: An Analysis of Eco-innovation Levels and Influencing Factors. Journal of Cleaner Production, 153, 1-14.
- Colombo, L. A., Pansera, M. ve Owen, R. (2018). “The Discourse of Eco-innovation in the European Union: An Analysis of the Eco-Innovation Action Plan and Horizon 2020”, Journal of Cleaner Production, 214, 653-665.
- Cuerva, M. C., Triguero-Cano, Á., ve Córcoles, D. (2014). “Drivers of Green and Non-green Innovation: Empirical Evidence in Low-Tech SMEs", Journal of Cleaner Production, 68, 104-113.
- De Jesus, A., Antunes, P., Santos, R., ve Mendonça, S. (2018). “Eco-innovation in the Transition to a Circular Economy: An Analytical Literature Review”, Journal of Cleaner Production, 172, 2999-3018.
- Díaz-García, C., González-Moreno, Á. ve Sáez-Martínez, F. J. (2015). “Eco-innovation: Insights from a Literature Review”, Innovation: Management, Policy & Practice, 17(1), 6-23.
- Dogaru, L. (2020). “Eco-innovation and the Contribution of Companies to the Sustainable Development”, Procedia Manufacturing, 46, 294-298.
- Driscoll, J. ve A.C. Kraay. (1998). “Consistent Covariance Matrix Estimation with Spatially Dependent Data”, Review of Economics and Statistics, 80, 549–560.
- Eco-Innovation Observatory. (2012). “Methodological Report”, https://ams-forschungsnetzwerk.at/downloadpub/eio_methodological_report_2012.pdf, (Erişim Tarihi: 30.08.2023).
- Eco-Innovation Action Plan (2022). https://ec.europa.eu/environment/ecoap/indicators/index_en, (Erişim
Tarihi: 14.04.2022).
- Eryigit, N. ve Özcüre, G. (2015). “Eco-Innovation as Modern Era Strategy of Companies in Developing Countries: Comparison Between Turkey and European Union”, Procedia - Social and Behavioral Sciences, 195,
1216–1225.
- European Commission (2022). “The Eco-innovation Action Plan”, https://ec.europa.eu/environment/ecoap/about-action-plan/objectives-methodology_en, (Erişim Tarihi: 08.04.2022).
- European Commission Green Business (2023). https://green-business.ec.europa.eu/eco-innovation_en, (Erişim Tarihi: 16 Eylül 2023).
- European Commission, (2011). Horizon 2020-The Framework Programme for Research and Innovation, Communication from the Commission to the European Parliament, the Council, the European Economic and
Social Committee and the Committee of the Regions.
- Eurostat (2023). https://ec.europa.eu/eurostat/data/database, (Erişim tarihi: 16 Eylül 2023).
- Fikirli, Ö., Ünlü, H. ve Yücel, E.M. (2022). “Türkiye’de Eko-İnovasyon Göstergeleri ve Eko-İnovasyon Etkinliği”,
Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 17(1), 104-126.
- Fussler, C. ve James, P. (1996). “Driving Eco-Innovation: A Breakthrough Discipline for Innovation and Sustainability”, Financial Times/Prentice Hall.
- Hojnik, J., ve Ruzzier, M. (2016). “What Drives Eco-innovation? A Review of an Emerging Literature”, Environmental Innovation and Societal Transitions, 19, 31-41.
- Horbach, J. (2008). “Determinants of Environmental İnnovation-New Evidence from German Panel Data Sources”, Research Policy, 37(1), 163–173.
- Horbach, J. (2014). “Do Eco-innovations Need Specific Regional Characteristics? An Econometric Analysis for Germany”, Review of Regional Research, 34(1), 23-38.
- Horbach, J. (2016). “Empirical Determinants of Eco-innovation in European Countries Using the Community Innovation Survey”, Environmental Innovation and Societal Transitions, 19, 1-14.
- Horbach, J., Rammer, C. ve Rennings, K., (2012). “Determinants of Eco-innovations by Type of Environmental Impact—The Role of Regulatory Push/pull, Technology Push and Market Pull”, Ecological Economics, 78, 112-122.
- Horbach, J., Oltra, V., ve Belin, J. (2013). “Determinants and Specificities of Eco-Innovations Compared to Other Innovations—An Econometric Analysis for the French and German Industry Based on the Community
Innovation Survey”, Industry and Innovation, 20(6), 523-543.
- Huppes, G., Kleijn, R., Huele, R., Ekins P., Shaw, B., Esders, M. ve Schaltegger, S. (2008). “Measuring eco-innovation: framework and typology of indicators based on causal chains”, Final Report of the ECODRIVE Project, University of Leiden.
- Jové‐Llopis, E., ve Segarra‐Blasco, A. (2018). “Eco‐innovation strategies: A panel data analysis of Spanish manufacturing firms”, Business Strategy and the Environment, 27(8), 1209-1220.
- Kemp, R. ve Pearson, P. (2007). “Final Report MEI Project about Measuring Eco-innovation”, http://www.merit.unu.edu/MEI, (Erişim Tarihi: 12.04.2022).
- Larbi-Siaw, O., Xuhua, H., Owusu, E., Owusu-Agyeman, A., Fulgence, B. E. ve Frimpong, S. A. (2022). “Eco-innovation, Sustainable Business Performance and Market Turbulence Moderation in Emerging Economies”,
Technology in Society, 68, 101899.
- Lesakova, Ľ. (2019). “Small and Medium Enterprises and Eco-Innovations: Empirical Study of Slovak SME’s”. Marketing and Management of Innovations, 3, 89-97, DOI: http://doi.org/10.21272/mmi.2019.3-07.
- Levene, H. (1960). “Robust Tests for Equality of Variances”, Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling, Editorler: Olkin, I., Ghurye, S.G., Hoeffding, W., Madow, W.G. ve Mann, H.B., Stanford University Press, Menlo Park, CA, 278-292.
- OECD (2009). Sustainable Manufacturing and Eco-innovation. Framework, Practices and Measurement. Organisation for Economic Co-operation and Development, Paris. Synthesis report.
- OECD (2010). “Eco-Innovation in Industry: Enabling Green Growth”, https://www.oecd.org/sti/inno/eco-innovationinindustryenablinggreengrowth.htm, (Erişim Tarihi: 04.04.2022).
- OECD (2022). “Green Growth and Eco-innovation”, https://www.oecd.org/sti/ind/greengrowthandeco-innovation.htm, (Erişim Tarihi: 04.04.2022).
- Pesaran, M. Hashem, (2004). “General Diagnostic Tests for Cross Section Dependence in Panels”, IZA Discussion Papers 1240, Institute of Labor Economics (IZA).
- Petruzzelli, A. M., Dangelico, R. M., Rotolo, D. ve Albino, V. (2011). “Organizational Factors and Technological Features in the Development of Green Innovations: Evidence from Patent Analysis”, Innovation: Management,
- Policy & Practice, 13(3), 291-310, DOI: https://doi.org/10.5172/impp.2011.13.3.291.
- Pichlak, M. ve Szromek, A.R. (2022). “Linking Eco-Innovation and Circular Economy-A Conceptual Approach”,
Journal of Open Innovation: Technology, Market, and Complexity, 8, 121, DOI: https://doi.org/
10.3390/joitmc8030121.
- Puertas, R. ve Marti, L. (2021). “Eco-innovation and Determinants of GHG Emissions in OECD Countries”, Journal of Cleaner Production, 319, 128739.
- Triguero, A., Moreno‐Mondéjar, L., ve Davia, M. A. (2013). “Drivers of Different Types of Eco‐Innovation in European SMEs”, Ecological Economics, 92, 25-33, DOI: 10.1016/j.ecolecon.2013.04.009.
- Ünlü, F. (2021). “Çevresel İnovasyonların Toplam Faktör Verimliliği Üzerindeki Etkisi: Panel ARDL Yaklaşımı”, Verimlilik Dergisi, 4, 21-34.
- Yücel, M.A. (2021). “Çevresel Sürdürülebilirliğin Değerlendirilmesi: Dinamik Mekânsal Panel Veri Yaklaşımı”, Bilgi Sosyal Bilimler Dergisi, 23(1), 53-90.
- Yücel, M.A. ve Terzioğlu, M.K. (2022). “Türkiye ve Avrupa Bölgesinde Eko-verimlilik: Dinamik Mekânsal Panel Veri Yaklaşımı”, Verimlilik Dergisi, 4, 569-584.
- Yücel, M.A. ve Terzioğlu, M.K. (2023). “Sürdürülebilir Kalkınma ve Eko-İnovasyon: Dinamik Mekânsal Etkileşim”, Verimlilik Dergisi, Döngüsel Ekonomi ve Sürdürülebilirlik Özel Sayısı, 171-186.
Eko-İnovasyon Performansının Ekonomik Büyümeye Etkisi: Avrupa Birliği Ülkeleri Üzerine Panel Veri Analizi
Year 2023,
Volume: 57 Issue: 4, 657 - 670, 27.10.2023
Zehra Binnur Avunduk
,
Hüseyin İçen
Abstract
Amaç: Küresel ısınma ve iklim değişikliğiyle mücadelede sürdürülebilirliğe yönelik yenilikçi yollar arayışı uluslararası gündemde özellikle son birkaç yıl içerisinde daha fazla önem kazanmıştır. Avrupa Birliği’ne göre bu konuda en önemli yollardan biri olarak addedilen eko-inovasyon, olumsuz çevresel etkilerin azaltılmasını ve kaynakların daha verimli kullanılmasını sağlayan bir araçtır. Bu bağlamda çalışma temel olarak, eko-inovasyon performansının ekonomik büyüme üzerinde nasıl bir etkiye sahip olduğunu araştırmayı amaçlamaktadır.
Yöntem: Araştırmanın örneklemi olarak Avrupa Birliği ülkeleri seçilmiş ve analizler, Eurostat veri tabanından elde edilen ikincil verilerle uygulanmıştır. Bu çalışmada, eko-inovasyon performansı ve ekonomik büyüme, sırasıyla eko-inovasyon endeksi ve gayri safi yurtiçi hasıla (GSYİH) kullanılarak ölçülmüştür. Ampirik analiz panel veri yöntemiyle gerçekleştirilmiştir.
Bulgular: Araştırmanın sonucuna göre AB ülkeleri için 2013-2022 döneminde eko-inovasyondaki %1’lik artış ekonomik büyümeyi %0,53 oranında arttırmıştır. Eko-inovasyonun son 10 yıllık dönemde AB üyesi ülkelerin ekonomik refahında yükselme etkisi yarattığı ifade edilebilir.
Özgünlük: Mevcut çalışma, eko-inovasyon performansının ekonomik büyüme üzerinde nasıl bir etkisi olduğu sorusunu tartışarak literatüre teorik ve ampirik olarak, yönetici ve politika geliştiricilere ise sunduğu önerilerle katkı sağlayan ülke düzeyindeki ilk çalışma olma özelliğine sahiptir.
Ethical Statement
Çalışmada ikincil veri kullanıldığından, kullanılan araç ve yöntemlerin Etik Kurul izni gerektirmediği beyan edilmiştir.
Thanks
Araştırma yöntemi konusunda değerli bilgilerini paylaşarak katkı sağlayan kıymetli Hocam Sayın Doç. Dr. Aycan Hepsağ’a teşekkürlerimi sunarım.
References
- Aghion, P., Hemous, D. ve Veugelers, R. (2009). “No Green Growth without Innovation”, Bruegel, Brussels. Bruegel Policy Brief 2009/07.
- Andabaka, A., Sertić, M. ve Harc, M. (2019). “Eco-innovation and Economic Growth in the European Union”, Zagreb International Review of Economics and Business, 22(2), 43-54.
- Arfaoui, N., Brouillat, E. ve Saint Jean, M. (2014). “Policy Design and Technological Substitution: Investigating the REACH Regulation in An Agent-Based Model”, Ecological Economics, 107, 347-365.
- Avunduk, Z.B. (2021). “Üretim Yönetiminde Yeşil İnovasyon: (S)SCI Dergilerinde Yayımlanan Makalelerin İçerik Analizi”, Yönetim Bilimleri Dergisi, 19 (Özel Sayı), 187-210.
- Avunduk, Z.B. (2023). “Scientometric Analysis of Circular Innovation: A Novel Approach for Sustainability”, Opportunities and Challenges in Sustainability, 2(2), 62-70, DOI: 10.56578/ocs020201.
- Baltagi, B.H. ve Wu, P.X. (1999). “Unequally Spaced Panel Data Regressions with AR(1) Disturbances”, Econometric Theory, 15, 814-823.
- Beise, M. ve Rennings, K. (2005). “Lead Markets and Regulation: A Framework for Analyzing the International Diffusion of Environmental İnnovations”, Ecological Economics, 52(1), 5-17.
- Berkhout, F. (2011). “Eco-innovation: Reflections on an Evolving Research Agenda”, International Journal of Technology, Policy and Management, 11(3-4), 191-197.
- Bhargava, A., Franzini, L. ve Narendranathan, W. (1982). “Serial Correlation and the Fixed Effects Model”, The Review of Economic Studies, 49(4), 533-549.
- Borghesi, S., Costantini, V., Crespi, F. ve Mazzanti, M. (2013). “Environmental Innovation and Socioeconomic Dynamics in Institutional and Policy Contexts”, Journal of Evolutionary Economics, 23(2), 241-245.
- Brown, M. B. ve Forsythe, A. B. (1974). “Robust tests for the equality of variances”, Journal of the American Statistical Association, 69, 364-367.
- Cainelli, G., Mazzanti, M. ve Zoboli, R. (2011). “Environmental Innovations, Complementarity and Local/Global Cooperation: Evidence From North-East Italian Industry”, International Journal of Technology, Policy and
Management, 11(3-4), 328-368.
- Cañón-De-Francia, J., Garcés-Ayerbe, C. ve Ramírez-Alesón, M. (2006). “Are More Innovative Firms Less Vulnerable to New Environmental Regulation?”, Environmental and Resource Economics, 36(3), 295-311.
- Chen, J., Cheng, J. ve Dai, S. (2017). “Regional Eco-innovation in China: An Analysis of Eco-innovation Levels and Influencing Factors. Journal of Cleaner Production, 153, 1-14.
- Colombo, L. A., Pansera, M. ve Owen, R. (2018). “The Discourse of Eco-innovation in the European Union: An Analysis of the Eco-Innovation Action Plan and Horizon 2020”, Journal of Cleaner Production, 214, 653-665.
- Cuerva, M. C., Triguero-Cano, Á., ve Córcoles, D. (2014). “Drivers of Green and Non-green Innovation: Empirical Evidence in Low-Tech SMEs", Journal of Cleaner Production, 68, 104-113.
- De Jesus, A., Antunes, P., Santos, R., ve Mendonça, S. (2018). “Eco-innovation in the Transition to a Circular Economy: An Analytical Literature Review”, Journal of Cleaner Production, 172, 2999-3018.
- Díaz-García, C., González-Moreno, Á. ve Sáez-Martínez, F. J. (2015). “Eco-innovation: Insights from a Literature Review”, Innovation: Management, Policy & Practice, 17(1), 6-23.
- Dogaru, L. (2020). “Eco-innovation and the Contribution of Companies to the Sustainable Development”, Procedia Manufacturing, 46, 294-298.
- Driscoll, J. ve A.C. Kraay. (1998). “Consistent Covariance Matrix Estimation with Spatially Dependent Data”, Review of Economics and Statistics, 80, 549–560.
- Eco-Innovation Observatory. (2012). “Methodological Report”, https://ams-forschungsnetzwerk.at/downloadpub/eio_methodological_report_2012.pdf, (Erişim Tarihi: 30.08.2023).
- Eco-Innovation Action Plan (2022). https://ec.europa.eu/environment/ecoap/indicators/index_en, (Erişim
Tarihi: 14.04.2022).
- Eryigit, N. ve Özcüre, G. (2015). “Eco-Innovation as Modern Era Strategy of Companies in Developing Countries: Comparison Between Turkey and European Union”, Procedia - Social and Behavioral Sciences, 195,
1216–1225.
- European Commission (2022). “The Eco-innovation Action Plan”, https://ec.europa.eu/environment/ecoap/about-action-plan/objectives-methodology_en, (Erişim Tarihi: 08.04.2022).
- European Commission Green Business (2023). https://green-business.ec.europa.eu/eco-innovation_en, (Erişim Tarihi: 16 Eylül 2023).
- European Commission, (2011). Horizon 2020-The Framework Programme for Research and Innovation, Communication from the Commission to the European Parliament, the Council, the European Economic and
Social Committee and the Committee of the Regions.
- Eurostat (2023). https://ec.europa.eu/eurostat/data/database, (Erişim tarihi: 16 Eylül 2023).
- Fikirli, Ö., Ünlü, H. ve Yücel, E.M. (2022). “Türkiye’de Eko-İnovasyon Göstergeleri ve Eko-İnovasyon Etkinliği”,
Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 17(1), 104-126.
- Fussler, C. ve James, P. (1996). “Driving Eco-Innovation: A Breakthrough Discipline for Innovation and Sustainability”, Financial Times/Prentice Hall.
- Hojnik, J., ve Ruzzier, M. (2016). “What Drives Eco-innovation? A Review of an Emerging Literature”, Environmental Innovation and Societal Transitions, 19, 31-41.
- Horbach, J. (2008). “Determinants of Environmental İnnovation-New Evidence from German Panel Data Sources”, Research Policy, 37(1), 163–173.
- Horbach, J. (2014). “Do Eco-innovations Need Specific Regional Characteristics? An Econometric Analysis for Germany”, Review of Regional Research, 34(1), 23-38.
- Horbach, J. (2016). “Empirical Determinants of Eco-innovation in European Countries Using the Community Innovation Survey”, Environmental Innovation and Societal Transitions, 19, 1-14.
- Horbach, J., Rammer, C. ve Rennings, K., (2012). “Determinants of Eco-innovations by Type of Environmental Impact—The Role of Regulatory Push/pull, Technology Push and Market Pull”, Ecological Economics, 78, 112-122.
- Horbach, J., Oltra, V., ve Belin, J. (2013). “Determinants and Specificities of Eco-Innovations Compared to Other Innovations—An Econometric Analysis for the French and German Industry Based on the Community
Innovation Survey”, Industry and Innovation, 20(6), 523-543.
- Huppes, G., Kleijn, R., Huele, R., Ekins P., Shaw, B., Esders, M. ve Schaltegger, S. (2008). “Measuring eco-innovation: framework and typology of indicators based on causal chains”, Final Report of the ECODRIVE Project, University of Leiden.
- Jové‐Llopis, E., ve Segarra‐Blasco, A. (2018). “Eco‐innovation strategies: A panel data analysis of Spanish manufacturing firms”, Business Strategy and the Environment, 27(8), 1209-1220.
- Kemp, R. ve Pearson, P. (2007). “Final Report MEI Project about Measuring Eco-innovation”, http://www.merit.unu.edu/MEI, (Erişim Tarihi: 12.04.2022).
- Larbi-Siaw, O., Xuhua, H., Owusu, E., Owusu-Agyeman, A., Fulgence, B. E. ve Frimpong, S. A. (2022). “Eco-innovation, Sustainable Business Performance and Market Turbulence Moderation in Emerging Economies”,
Technology in Society, 68, 101899.
- Lesakova, Ľ. (2019). “Small and Medium Enterprises and Eco-Innovations: Empirical Study of Slovak SME’s”. Marketing and Management of Innovations, 3, 89-97, DOI: http://doi.org/10.21272/mmi.2019.3-07.
- Levene, H. (1960). “Robust Tests for Equality of Variances”, Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling, Editorler: Olkin, I., Ghurye, S.G., Hoeffding, W., Madow, W.G. ve Mann, H.B., Stanford University Press, Menlo Park, CA, 278-292.
- OECD (2009). Sustainable Manufacturing and Eco-innovation. Framework, Practices and Measurement. Organisation for Economic Co-operation and Development, Paris. Synthesis report.
- OECD (2010). “Eco-Innovation in Industry: Enabling Green Growth”, https://www.oecd.org/sti/inno/eco-innovationinindustryenablinggreengrowth.htm, (Erişim Tarihi: 04.04.2022).
- OECD (2022). “Green Growth and Eco-innovation”, https://www.oecd.org/sti/ind/greengrowthandeco-innovation.htm, (Erişim Tarihi: 04.04.2022).
- Pesaran, M. Hashem, (2004). “General Diagnostic Tests for Cross Section Dependence in Panels”, IZA Discussion Papers 1240, Institute of Labor Economics (IZA).
- Petruzzelli, A. M., Dangelico, R. M., Rotolo, D. ve Albino, V. (2011). “Organizational Factors and Technological Features in the Development of Green Innovations: Evidence from Patent Analysis”, Innovation: Management,
- Policy & Practice, 13(3), 291-310, DOI: https://doi.org/10.5172/impp.2011.13.3.291.
- Pichlak, M. ve Szromek, A.R. (2022). “Linking Eco-Innovation and Circular Economy-A Conceptual Approach”,
Journal of Open Innovation: Technology, Market, and Complexity, 8, 121, DOI: https://doi.org/
10.3390/joitmc8030121.
- Puertas, R. ve Marti, L. (2021). “Eco-innovation and Determinants of GHG Emissions in OECD Countries”, Journal of Cleaner Production, 319, 128739.
- Triguero, A., Moreno‐Mondéjar, L., ve Davia, M. A. (2013). “Drivers of Different Types of Eco‐Innovation in European SMEs”, Ecological Economics, 92, 25-33, DOI: 10.1016/j.ecolecon.2013.04.009.
- Ünlü, F. (2021). “Çevresel İnovasyonların Toplam Faktör Verimliliği Üzerindeki Etkisi: Panel ARDL Yaklaşımı”, Verimlilik Dergisi, 4, 21-34.
- Yücel, M.A. (2021). “Çevresel Sürdürülebilirliğin Değerlendirilmesi: Dinamik Mekânsal Panel Veri Yaklaşımı”, Bilgi Sosyal Bilimler Dergisi, 23(1), 53-90.
- Yücel, M.A. ve Terzioğlu, M.K. (2022). “Türkiye ve Avrupa Bölgesinde Eko-verimlilik: Dinamik Mekânsal Panel Veri Yaklaşımı”, Verimlilik Dergisi, 4, 569-584.
- Yücel, M.A. ve Terzioğlu, M.K. (2023). “Sürdürülebilir Kalkınma ve Eko-İnovasyon: Dinamik Mekânsal Etkileşim”, Verimlilik Dergisi, Döngüsel Ekonomi ve Sürdürülebilirlik Özel Sayısı, 171-186.