Abstract
Sustainable development has received more attention in recent years due to growing ecological and environmental concerns. Thus, eco-innovation becomes a topic of increasing interest and generates a large amount of publications. This paper uses extensive data from Web of Science and Scopus to examine the evolution of eco-innovation research and also uses meta-analysis to delve deeper into the determinants. The findings reveal that (1) the number of publications has increased steadily over three stages—slow budding, steady development, and rapid growth—with an overall average growth rate of 16.0%; (2) increasing countries/regions are studying eco-innovation, primarily in developed countries, but the contribution from developing countries is also growing; (3) the most published journals are Journal of Cleaner Production, Sustainability, Business Strategy and the Environment, Technological Forecasting and Social Change, and Ecological Economics; (4) keyword analysis reveals determinants of eco-innovation is a long-term hot topic; (5) meta-analysis concludes that innovation capability and environmental regulations can significantly affect eco-innovation; and (6) high economic development level can effectively enhance eco-innovation by improving R&D, knowledge, and innovation capability. Compared to large firms, eco-innovation by small and medium-sized firms is more influenced by cooperation and government. This paper suggests the government should construct more financial institutions to relieve firms’ investment pressures, as well as a property right protection mechanism and corresponding innovative knowledge reward.
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References
Aksnes, D. W., & Sivertsen, G. (2019). A criteria-based assessment of the coverage of Scopus and Web of Science. Journal of Data and Information Science, 4(1), 1–21. https://doi.org/10.2478/jdis-2019-0001
Araújo, R., & Franco, M. (2021). The use of collaboration networks in search of eco-innovation: A systematic literature review. Journal of Cleaner Production, 314, 127975. https://doi.org/10.1016/j.jclepro.2021.127975
Arranz, N., Arroyabe, M., Li, J., & Fernandez de Arroyabe, J. C. (2020). Innovation as a driver of eco-innovation in the firm: An approach from the dynamic capabilities theory. Business Strategy and the Environment, 29(3), 1494–1503. https://doi.org/10.1002/bse.2448
Arroyave, J. J., Sáez-Martínez, F. J., & González-Moreno, Á. (2020). Cooperation with universities in the development of eco-innovations and firms’ performance. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.612465
Avram, E. G., & Avasilcăi, S. (2014). Business ecosystems: Strategy maps in relation to sustainable development. Advanced Materials Research, 837, 603–606. https://doi.org/10.4028/www.scientific.net/amr.837.603. Accessed 13 Nov 2022.
Bhatt, Y., Ghuman, K., & Dhir, A. (2020). Sustainable manufacturing. Bibliometrics and content analysis. Journal of Cleaner Production, 260, 120988. https://doi.org/10.1016/j.jclepro.2020.120988
Bi, K., Huang, P., & Wang, X. (2016). Innovation performance and influencing factors of low-carbon technological innovation under the global value chain: A case of Chinese manufacturing industry. Technological Forecasting and Social Change, 111, 275–284. https://doi.org/10.1016/j.techfore.2016.07.024
Biscione, A., de Felice, A., Gallucci, T., & Lagioia, G. (2021). Four types of eco-innovation for Baltic firms. Economic Research-Ekonomska Istraživanja, 35(1), 196–212. https://doi.org/10.1080/1331677X.2021.1889393
Bitencourt, C. C., de Oliveira Santini, F., Zanandrea, G., Froehlich, C., & Ladeira, W. J. (2020). Empirical generalizations in eco-innovation: A meta-analytic approach. Journal of Cleaner Production, 245, 118721. https://doi.org/10.1016/j.jclepro.2019.118721
Bossle, M. B., Dutra de Barcellos, M., Vieira, L. M., & Sauvée, L. (2016). The drivers for adoption of eco-innovation. Journal of Cleaner Production, 113, 861–872. https://doi.org/10.1016/j.jclepro.2015.11.033
Cai, X., Zhu, B., Zhang, H., Li, L., & Xie, M. (2020). Can direct environmental regulation promote green technology innovation in heavily polluting industries? Evidence from Chinese listed companies. Science of the Total Environment, 746, 140810. https://doi.org/10.1016/j.scitotenv.2020.140810
Carl, N., & Woodley of Menie, MA. (2019). A scientometric analysis of controversies in the field of intelligence research. Intelligence, 77, 101397. https://doi.org/10.1016/j.intell.2019.101397
Cecere, G., Corrocher, N., & Mancusi, M. L. (2020). Financial constraints and public funding of eco-innovation: Empirical evidence from European SMEs. Small Business Economics, 54(1), 285–302. https://doi.org/10.1007/s11187-018-0090-9
Cheng, C. C. J., Yang, C.-L., & Sheu, C. (2014). The link between eco-innovation and business performance: A Taiwanese industry context. Journal of Cleaner Production, 64, 81–90. https://doi.org/10.1016/j.jclepro.2013.09.050
Chistov, V., Aramburu, N., & Carrillo-Hermosilla, J. (2021). Open eco-innovation: A bibliometric review of emerging research. Journal of Cleaner Production, 311, 127627. https://doi.org/10.1016/j.jclepro.2021.127627
Coccia, M. (2018). General properties of the evolution of research fields: A scientometric study of human microbiome, evolutionary robotics and astrobiology. Scientometrics, 117(2), 1265–1283. https://doi.org/10.1007/s11192-018-2902-8
Coccia, M. (2020). The evolution of scientific disciplines in applied sciences: Dynamics and empirical properties of experimental physics. Scientometrics, 124(1), 451–487. https://doi.org/10.1007/s11192-020-03464-y
Coccia, M. (2021). Evolution and structure of research fields driven by crises and environmental threats: The COVID-19 research. Scientometrics, 126(12), 9405–9429. https://doi.org/10.1007/s11192-021-04172-x
Coccia, M., Roshani, S., & Mosleh, M. (2021). Scientific developments and new technological trajectories in sensor research. Sensors, 21(23), 7803. https://doi.org/10.3390/s21237803
Coccia, M., & Wang, L. (2016). Evolution and convergence of the patterns of international scientific collaboration. Proceedings of the National Academy of Sciences, 113(8), 2057–2061. https://doi.org/10.1073/pnas.1510820113
D'Angelo, V., Cappa, F., & Peruffo, E. (2022). Green manufacturing for sustainable development: The positive effects of green activities, green investments, and non-green products on economic performance. Business Strategy and the Environment. https://doi.org/10.3390/su11102834
de Jesus, A., Antunes, P., Santos, R., & Mendonça, S. (2018). Eco-innovation in the transition to a circular economy: An analytical literature review. Journal of Cleaner Production, 172, 2999–3018. https://doi.org/10.1016/j.jclepro.2017.11.111
Del Río, P., Romero-Jordán, D., & Peñasco, C. (2015). Analysing firm-specific and type-specific determinants of eco-innovation. Technological and Economic Development of Economy, 23(2), 270–295. https://doi.org/10.3846/20294913.2015.1072749
Díaz-García, C., González-Moreno, Á., & Sáez-Martínez, F. J. (2015). Eco-innovation: Insights from a literature review. Innovation, 17(1), 6–23. https://doi.org/10.1080/14479338.2015.1011060
Dong, Y., Wang, X., Jin, J., Qiao, Y., & Shi, L. (2014). Effects of eco-innovation typology on its performance: Empirical evidence from Chinese enterprises. Journal of Engineering and Technology Management, 34, 78–98. https://doi.org/10.1016/j.jengtecman.2013.11.001
Essandoh, O. K., Islam, M., & Kakinaka, M. (2020). Linking international trade and foreign direct investment to CO2 emissions: Any differences between developed and developing countries? Science of the Total Environment, 712, 136437. https://doi.org/10.1016/j.scitotenv.2019.136437
Fernández, S., Torrecillas, C., & Labra, R. E. (2021). Drivers of eco-innovation in developing countries: The case of Chilean firms. Technological Forecasting and Social Change, 170, 120902. https://doi.org/10.1016/j.techfore.2021.120902
Fletcher, M., Mangan, J., & Raeburn, E. (2004). Comparing hedonic models for estimating and forecasting house prices. Property Management, 22(3), 189–200.
Franceschini, S., Faria, L. G. D., & Jurowetzki, R. (2016). Unveiling scientific communities about sustainability and innovation. A bibliometric journey around sustainable terms. Journal of Cleaner Production, 127, 72–83. https://doi.org/10.1016/j.jclepro.2016.03.142
Galbreath, J. (2019). Drivers of green innovations: The impact of export intensity, women leaders, and absorptive capacity. Journal of Business Ethics, 158(1), 47–61. https://doi.org/10.1177/0007650316648688
Galera-Quiles, M. D. C., Piedra-Muñoz, L., Galdeano-Gómez, E., & Carreño-Ortega, A. (2021). A review of eco-innovations and exports interrelationship, with special reference to international Agrifood supply chains. Sustainability, 13(3), 1378. https://doi.org/10.3390/su13031378
Geissdoerfer, M., Savaget, P., Bocken, N. M. P., & Hultink, E. J. (2017). The circular economy – A new sustainability paradigm? Journal of Cleaner Production, 143, 757–768. https://doi.org/10.1016/j.jclepro.2016.12.048
González-Moreno, Á., Triguero, Á., & Sáez-Martínez, F. J. (2019). Many or trusted partners for eco-innovation? The influence of breadth and depth of firms’ knowledge network in the food sector. Technological Forecasting and Social Change, 147, 51–62. https://doi.org/10.1016/j.techfore.2019.06.011
Harzing, A.-W., & Alakangas, S. (2016). Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison. Scientometrics, 106(2), 787–804.
Hazarika, N., & Zhang, X. (2019). Evolving theories of eco-innovation: A systematic review. Sustainable Production and Consumption, 19, 64–78. https://doi.org/10.1016/j.spc.2019.03.002
He, F., Miao, X., Wong, C. W. Y., & Lee, S. (2018). Contemporary corporate eco-innovation research: A systematic review. Journal of Cleaner Production, 174, 502–526. https://doi.org/10.1016/j.jclepro.2017.10.314
Hojnik, J., & Ruzzier, M. (2016). What drives eco-innovation? A review of an emerging literature. Environmental Innovation and Societal Transitions, 19, 31–41.
Horbach, J. (2016). Empirical determinants of eco-innovation in European countries using the community innovation survey. Environmental Innovation and Societal Transitions, 19, 1–14. https://doi.org/10.1016/j.eist.2015.09.005
Hu, R., & Diao, X. (2021). Exploring the open innovation information spillover effect: Conceptual framework construction and exploratory analysis. IEEE Access, 9, 93734–93744. https://ieeexplore.ieee.org/document/9467309. Accessed 25 Nov 2022.
Hu, R., & Xu, W. (2022). Exploring the technological changes of green agriculture in China: Evidence from patent data (1998-2021). Sustainability, 14(17), 10899. https://doi.org/10.3390/su141710899
Hu, R., Xu, W., & Yang, Y. (2022). The evolution of electric technology in the context of China’s low-carbon transformation: A patent analysis. International Journal of Climate Change Strategies and Management ahead-of-print(ahead-of-print). https://doi.org/10.1108/IJCCSM-04-2022-0050
Karimi Takalo, S., Sayyadi Tooranloo, H., & Shahabaldini Parizi, Z. (2021). Green innovation: A systematic literature review. Journal of Cleaner Production, 279, 122474. https://doi.org/10.1016/j.jclepro.2020.122474
Khan, M. A. (2022). ESG disclosure and firm performance: A bibliometric and meta analysis. Research in International Business and Finance, 61, 101668. https://doi.org/10.1016/j.ribaf.2022.101668
Khurana, S., Haleem, A., Luthra, S., & Mannan, B. (2021). Evaluating critical factors to implement sustainable oriented innovation practices: An analysis of micro, small, and medium manufacturing enterprises. Journal of Cleaner Production, 285, 125377. https://doi.org/10.1016/j.jclepro.2020.125377
Kiefer, C. P., Del Río González, P., & Carrillo-Hermosilla, J. (2019). Drivers and barriers of eco-innovation types for sustainable transitions: A quantitative perspective. Business Strategy and the Environment, 28(1), 155–172. https://doi.org/10.1002/bse.2246
Kim, J., Lee, S., Shim, W., & Kang, J. (2016). A mapping of marine biodiversity research trends and collaboration in the east Asia region from 1996 to 2015. Sustainability, 8(10), 1075. https://doi.org/10.3390/su8101075
Kulevicz, R. A., Porfirio, G. E. D. O., de Oliveira, O. S., Zavala Zavala, A. A., Silva, B. A. D., & Constantino, M. (2020). Influence of sustainability reports on social and environmental issues: Bibliometric analysis and the word cloud approach. Environmental Reviews, 28(4), 380–386. https://doi.org/10.1139/er-2019-0075
Lasisi, T. T., Alola, A. A., Muoneke, O. B., & Eluwole, K. K. (2022). The moderating role of environmental-related innovation and technologies in growth-energy utilization nexus in highest-performing eco-innovation economies. Technological Forecasting and Social Change, 183, 121953. https://doi.org/10.1016/j.techfore.2022.121953
Leitão, J., de Brito, S., & Cubico, S. (2019). Eco-innovation influencers: Unveiling the role of lean management principles adoption. Sustainability, 11(8), 2225. https://doi.org/10.3390/su11082225
Li, J., & Du, Y. (2021). Spatial effect of environmental regulation on green innovation efficiency: Evidence from prefectural-level cities in China. Journal of Cleaner Production, 286, 125032. https://doi.org/10.1016/j.jclepro.2020.125032
Li, Q., Kang, Y., Tan, L., & Chen, B. (2020). Modeling formation and operation of collaborative green innovation between manufacturer and supplier: A game theory approach. Sustainability, 12(6), 2209. https://doi.org/10.3390/su12062209
Liao, Z., & Liu, Y. (2021). What drives environmental innovation? A meta-analysis. Business Strategy and the Environment, 30(4), 1852–1864. https://doi.org/10.1002/bse.2720
Liesch, P. W., Håkanson, L., McGaughey, S. L., Middleton, S., & Cretchley, J. (2011). The evolution of the international business field: A scientometric investigation of articles published in its premier journal. Scientometrics, 88(1), 17–42. https://doi.org/10.1007/s11192-011-0372-3
Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. SAGE publications, Inc.
Liu, C., & Zhao, G. (2021). Can global value chain participation affect embodied carbon emission intensity? Journal of Cleaner Production, 287, 125069. https://doi.org/10.1016/j.jclepro.2020.125069
Liu, F., Zhang, N., & Cao, C. (2017). An evolutionary process of global nanotechnology collaboration: A social network analysis of patents at USPTO. Scientometrics, 111(3), 1449–1465.
Maier, D., Maier, A., Așchilean, I., Anastasiu, L., & Gavriș, O. (2020). The relationship between innovation and sustainability: A bibliometric review of the literature. Sustainability, 12(10), 4083. https://doi.org/10.3390/su12104083
Mosleh, M., Roshani, S., & Coccia, M. (2022). Scientific laws of research funding to support citations and diffusion of knowledge in life science. Scientometrics, 127(4), 1931–1951. https://doi.org/10.1007/s11192-022-04300-1
Motta, W. H., Issberner, L.-R., & Prado, P. (2018). Life cycle assessment and eco-innovations: What kind of convergence is possible? Journal of Cleaner Production, 187, 1103–1114. https://doi.org/10.1016/j.jclepro.2018.03.221
Oduro, S., Maccario, G., & De Nisco, A. (2021). Green innovation: A multidomain systematic review. European Journal of Innovation Management. https://doi.org/10.1108/ejim-10-2020-0425
Pacheco, D. A. D. J., ten Caten, C. S., Jung, C. F., Ribeiro, J. L. D., Navas, H. V. G., & Cruz-Machado, V. A. (2017). Eco-innovation determinants in manufacturing SMEs: Systematic review and research directions. Journal of Cleaner Production, 142, 2277–2287. https://doi.org/10.1016/j.jclepro.2016.11.049
Paltrinieri, A., Hassan, M. K., Bahoo, S., & Khan, A. (2019). A bibliometric review of sukuk literature. International Review of Economics and Finance. https://doi.org/10.1016/j.iref.2019.04.004
Pérez-Pérez, J. F., Serrano-García, J., & Arbeláez-Toro, J. J. (2020). Methods to analyze eco-innovation implementation: A theoretical review. International Conference on Modelling and Simulation in Management Sciences, 153-168. https://doi.org/10.1007/978-3-030-15413-4_12
Peterson, R. A., & Brown, S. P. (2005). On the use of beta coefficients in meta-analysis. Journal of Applied Psychology, 90(1), 175. https://doi.org/10.1037/0021-9010.90.1.175
Pigott, T. D., & Polanin, J. R. (2019). Methodological guidance paper: High-quality meta-analysis in a systematic review. Review of Educational Research, 90(1), 24–46. https://doi.org/10.3102/0034654319877153
Pollack, J., & Adler, D. (2015). Emergent trends and passing fads in project management research: A scientometric analysis of changes in the field. International Journal of Project Management, 33(1), 236–248. https://doi.org/10.1016/j.ijproman.2014.04.011
Rajamani, L. (2009). ‘Cloud’over climate negotiations: From Bangkok to Copenhagen and beyond. Economic and Political Weekly, 11–15.
Rennings, K. (2000). Redefining innovation — Eco-innovation research and the contribution from ecological economics. Ecological Economics, 32(2), 319–332. https://doi.org/10.1016/S0921-8009(99)00112-3
Roshani, S., Bagherylooieh, M.-R., Mosleh, M., & Coccia, M. (2021). What is the relationship between research funding and citation-based performance? A comparative analysis between critical disciplines. Scientometrics, 126(9), 7859–7874.
Schiederig, T., Tietze, F., & Herstatt, C. (2012). Green innovation in technology and innovation management – An exploratory literature review. R&D Management, 42(2), 180–192. https://doi.org/10.1111/j.1467-9310.2011.00672.x
Schumpeter, J. A. (1940). The influence of protective tariffs on the industrial development of the United States. Proceedings of the Academy of Political Science, 19(1), 2–7. https://doi.org/10.2307/1172508
Shahzad, U., Ferraz, D., Doğan, B., & Aparecida do Nascimento Rebelatto, D. (2020). Export product diversification and CO2 emissions: Contextual evidences from developing and developed economies. Journal of Cleaner Production, 276, 124146. https://doi.org/10.1016/j.jclepro.2020.124146
Shan, W., & Wang, J. (2018). Mapping the landscape and evolutions of green supply chain management. Sustainability, 10(3), 597. https://doi.org/10.3390/su10030597
Stojčić, N. (2021). Social and private outcomes of green innovation incentives in European advancing economies. Technovation, 104, 102270. https://doi.org/10.1016/j.technovation.2021.102270
Šūmakaris, P., Korsakienė, R., & Ščeulovs, D. (2021). Determinants of energy efficient innovation: A systematic literature review. Energies, 14(22), 7777. https://doi.org/10.3390/en14227777
Szopik-Depczyńska, K., Cheba, K., Vikhasta, M., & Depczyński, R. (2021). New form of innovations related to the environment - A systematic review. Procedia Computer Science, 192, 5039–5049. https://doi.org/10.1016/j.procs.2021.09.282
Thomé, A. M. T., Scavarda, A., Ceryno, P. S., & Remmen, A. (2016). Sustainable new product development: A longitudinal review. Clean Technologies and Environmental Policy, 18(7), 2195–2208. https://doi.org/10.1007/s10098-016-1166-3
Torcătoru, C., Săvescu, D., & Repanovici, A. (2022). Literature review by scientometric methods on the impact of the circular economy on sustainable industrial products. Sustainability, 14(9), 5084. https://doi.org/10.3390/su14095084
Tsai, K.-H., & Liao, Y.-C. (2017). Innovation capacity and the implementation of eco-innovation: Toward a contingency perspective. Business Strategy and the Environment, 26(7), 1000–1013. https://doi.org/10.1002/bse.1963
Vieira, E., & Gomes, J. (2009). A comparison of Scopus and Web of Science for a typical university. Scientometrics, 81(2), 587–600. https://doi.org/10.1007/s11192-009-2178-0
Wang, J.-X., & Zhao, M.-Z. (2020). Economic impacts of ISO 14001 certification in China and the moderating role of firm size and age. Journal of Cleaner Production, 274, 123059. https://doi.org/10.1016/j.jclepro.2020.123059
Wang, Y., Chen, Y., Liu, M., & Hu, R. (2018). Growth and quality of Chinese journals from 1949 to 2013. Learned Publishing, 31(3), 205–214. https://doi.org/10.1002/leap.1162
Wang, Y., Hu, R., & Liu, M. (2017). The geotemporal demographics of academic journals from 1950 to 2013 according to Ulrich’s database. Journal of Informetrics, 11(3), 655–671.
Wang, Y., Xiong, S., & Ma, X. (2022). Carbon inequality in global trade: Evidence from the mismatch between embodied carbon emissions and value added. Ecological Economics, 195, 107398. https://doi.org/10.1016/j.ecolecon.2022.107398
Wu, Y., Gu, F., Ji, Y., Guo, J., & Fan, Y. (2020). Technological capability, eco-innovation performance, and cooperative R&D strategy in new energy vehicle industry: Evidence from listed companies in China. Journal of Cleaner Production, 261, 121157. https://doi.org/10.1016/j.jclepro.2020.121157
Xavier, A. F., Naveiro, R. M., Aoussat, A., & Reyes, T. (2017). Systematic literature review of eco-innovation models: Opportunities and recommendations for future research. Journal of Cleaner Production, 149, 1278–1302. https://doi.org/10.1016/j.jclepro.2017.02.145
Yi, Y., Zeng, S., Chen, H., & Shi, J. J. (2022). When does it pay to be good? A meta-analysis of the relationship between green innovation and financial performance. IEEE Transactions on Engineering Management, 1-11. https://doi.org/10.1109/TEM.2021.3079098
Zhao, X., Ma, X., Chen, B., Shang, Y., & Song, M. (2022). Challenges toward carbon neutrality in China: Strategies and countermeasures. Resources, Conservation and Recycling, 176, 105959. https://doi.org/10.1016/j.resconrec.2021.105959
Zheng, L., & Iatridis, K. (2022). Friends or foes? A systematic literature review and meta-analysis of the relationship between eco-innovation and firm performance. Business Strategy and the Environment, 31(4), 1838–1855. https://doi.org/10.1002/bse.2986
Zubeltzu-Jaka, E., Erauskin-Tolosa, A., & Heras-Saizarbitoria, I. (2018). Shedding light on the determinants of eco-innovation: A meta-analytic study. Business Strategy and the Environment, 27(7), 1093–1103. https://doi.org/10.1002/bse.2054
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This work is supported by the Scientific Research Foundation of Xihua University (Grant No. RZ2100000795) and the Research Center of Scientific Finance and Entrepreneurial Finance of Ministry of Education of Sichuan Province (Grant No. KJJR2021-017).
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Hu, R., Xu, W., Yang, Y. et al. A Combined Scientometric and Meta-analysis Exploration of Eco-innovation: Evolution and Determinants. J Knowl Econ (2023). https://doi.org/10.1007/s13132-023-01331-8
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DOI: https://doi.org/10.1007/s13132-023-01331-8