Abstract
The present paper analyses the factors associated with intensity in resource efficiency practices of European SMEs, considering four categories of firms according to their level of investment (very low, low, medium and high). Based on the stakeholder theory, we estimate a generalised ordinal logistic model which allows us to analyse the relationship between internal and external pressures, resources and capabilities and different categories of investments in resource efficiency. Results confirm that environmental organisational capabilities and financial resources are positively associated with the probability of achieving the highest investment intensity. The pressure of customers and providers and technical expertise increase the probability of firms’ moving from low levels of investment to medium levels. On the other hand, regulation, managerial environmental and economic awareness and external pressures from competitors increase the probability to remain in the group of the low resource efficiency. Finally, technological and organisational capabilities moderate the effect of stakeholder pressures on resource efficiency investment.
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Notes
In this regard, our model has a four-category outcome, so it has three cutpoints, which are statistically significant. What is more, we have found that they are different from each other (through the test for the equality of these cutpoints), so we reject the null hypothesis that the three cutpoints are equal. Therefore, this suggests that the sample is correctly divided into the four categories indicated.
In this regard, De Marchi et al. (2013) state that eco-strategies usually involve a different intensity of investment, and Del Río (2009) highlights that the most attractive technologies are those that do not require large initial investments. Although there is no standard classification, it is usual to distinguish between clean and end-of-pipe (EOP) technologies (Del Río, 2009), knowing that the former are more complex than EOP solutions because they involve more advanced technologies and higher technological capacity. Hence, investments in clean tech are larger than in EOP, especially for more radical environmental technology (Del Río 2005). In particular, the necessary infrastructure for obtaining renewable energy requires a significant investment (Chassot et al. 2014).
References
Aragón-Correa, J. A., Hurtado-Torres, N., Sharma, S., & García-Morales, V. J. (2008). Environmental strategy and performance in small firms: a resource-based perspective. Journal of Environmental Management, 86(1), 88–103.
Ayuso, S., Rodríguez, M. A., García-Castro, R., & Ariño, M. A. (2011). Does stakeholder engagement promote sustainable innovation orientation? Industrial Management & Data Systems, 111(9), 1399–1417.
Battistella, C., De Toni, A. F., De Zan, G., & Pessot, E. (2017). Cultivating business model agility through focused capabilities: a multiple case study. Journal of Business Research, 73, 65–82.
Brezet, H., van Hemel, C. (1997). Ecodesign. A promising approach to sustainable production and consumption. Edited by UNEP. Paris.
Buysse, K., & Verbeke, A. (2003). Proactive environmental strategies: a stakeholder management perspective. Strategic Management Journal, 24(5), 453–470.
Cai, W., & Li, G. (2018). The drivers of eco-innovation and its impact on performance: evidence from China. Journal of Cleaner Production, 176, 110–118.
Cai, W. G., & Zhou, X. L. (2014). On the drivers of eco-innovation: empirical evidence from China. Journal of Cleaner Production, 79, 239–248.
Carrillo-Hermosilla, J., Del Río, P., & Könnölä, T. (2010). Diversity of eco-innovations: reflections from selected case studies. Journal of Cleaner Production, 18(10–11), 1073–1083.
Cassells, S., & Lewis, K. (2011). SMEs and environmental responsibility: do actions reflect attitudes? Corporate Social Responsibility and Environmental Management, 18(3), 186–199.
Chassot, S., Hampl, N., & Wüstenhagen, R. (2014). When energy policy meets free-market capitalists: the moderating influence of worldviews on risk perception and renewable energy investment decisions. Energy Research & Social Science, 3, 143–151.
Côté, R., Booth, A., & Louis, B. (2006). Eco-efficiency and SMEs in Nova Scotia, Canada. Journal of Cleaner Production, 14(6–7), 542–550.
Cuerva, M. C., Triguero-Cano, Á., & Córcoles, D. (2014). Drivers of green and non-green innovation: empirical evidence in low-tech SMEs. Journal of Cleaner Production, 68, 104–113.
Dangelico, R. M. (2016). Green product innovation: where we are and where we are going. Business Strategy and the Environment, 25(8), 560–576.
Darnall, N., Henriques, I., & Sadorsky, P. (2010). Adopting proactive environmental strategy: the influence of stakeholders and firm size. Journal of Management Studies, 47(6), 1072–1094.
De Jesus, A., & Mendonça, S. (2018). Lost in transition? Drivers and barriers in the eco-innovation road to the circular economy. Ecological Economics, 145, 75–89.
De Marchi, V. (2012). Environmental innovation and R&D cooperation: empirical evidence from Spanish manufacturing firms. Research Policy, 41(3), 614–623.
De Marchi, V., Maria, E. D., & Micelli, S. (2013). Environmental strategies, upgrading and competitive advantage in global value chains. Business Strategy and the Environment, 22(1), 62–72.
Del Río, P. (2005). Analysing the factors influencing clean technology adoption: a study of the Spanish pulp and paper industry. Business Strategy and the Environment, 14(1), 20–37.
Delmas, M. A., & Pekovic, S. (2015). Resource efficiency strategies and market conditions. Long Range Planning, 48(2), 80–94.
Dienes, C. (2015). Energy and material efficiency improvements, compliance strategies, and investments in resource efficiency: a cross-country study. Schumpeter discussion papers 2015-004. University of Wuppertal, Germany.
Doran, J., & Ryan, G. (2016). The importance of the diverse drivers and types of environmental innovation for firm performance. Business Strategy and the Environment, 25(2), 102–119.
European Commission. (2012). Green public procurement. A collection of good practices. Luxembourg: Publications Office of the European Union.
European Commission. (2015). Closing the loop—an EU action plan for the circular economy. Brussels.
European Commission. (2017). Annual report on European SMEs 2016/2017. Brussels.
European Commission. (2018). SMEs, resource efficiency and green markets. Report. Brussels.
Fabrizi, A., Guarini, G., & Meliciani, V. (2018). Green patents, regulatory policies and research network policies. Research Policy, 47(6), 1018–1031.
Fagerberg, J. (2018). Mobilizing innovation for sustainability transitions: a comment on transformative innovation policy. Research Policy, 47(9), 1568–1576.
Freeman, R. E. (1984). Stakeholder management: a strategic approach. New York: Pitman.
Gadenne, D. L., Kennedy, J., & McKeiver, C. (2009). An empirical study of environmental awareness and practices in SMEs. Journal of Business Ethics, 84(1), 45–63.
Garcés-Ayerbe, C., Rivera-Torres, P., & Murillo-Luna, J. L. (2012). Stakeholder pressure and environmental proactivity: moderating effect of competitive advantage expectations. Management Decision, 50(2), 189–206.
Ghisetti, C., Marzucchi, A., & Montresor, S. (2015). The open eco-innovation mode. An empirical investigation of eleven European countries. Research Policy, 44(5), 1080–1093.
González-Benito, J., & González-Benito, Ó. (2006). A review of determinant factors of environmental proactivity. Business Strategy and the Environment, 15(2), 87–102.
Harrison, J. S., Bosse, D. A., & Phillips, R. A. (2010). Managing for stakeholders, stakeholder utility functions, and competitive advantage. Strategic Management Journal, 31(1), 58–74.
Hampton, S. (2019). Making sense of energy management practice: reflections on providing low carbon support to three SMEs in the UK. Energy Efficiency, 12, 1473–1490.
Hart, S. L. (1995). A natural resource-based view of the firm. Academy of Management Review, 20, 986–1014.
Henriques, I., & Sadorsky, P. (1999). The relationship between environmental commitment and managerial perceptions of stakeholder importance. Academy of Management Journal, 42(1), 87–99.
Hochman, G., & Timilsina, G. R. (2017). Energy efficiency barriers in commercial and industrial firms in Ukraine: an empirical analysis. Energy Economics, 63, 22–30.
Hoogendoorn, B., Guerra, D., & van der Zwan, P. (2015). What drives environmental practices of SMEs? Small Business Economics, 44(4), 759–781.
Hoogendoorn, B., van der Zwan, P., Thurik, R.. (2017). Sustainable entrepreneurship: the role of perceived barriers and risk. Journal of Business Ethics: 1-22.
Jacobs, B. W., Singhal, V. R., & Subramanian, R. (2010). An empirical investigation of environmental performance and the market value of the firm. Journal of Operations Management, 28(5), 430–441.
Jaffe, A. B., Newell, R., & Stavins, R. N. (2005). The tale of two failures: technology and environmental policy. Ecological Economics, 54, 164–174.
Jakhar, S. K. (2017). Stakeholder engagement and environmental practice adoption: the mediating role of process management practices. Sustainable Development, 25(1), 92–110.
Jansson, J., Nilsson, J., Modig, F., & Hed, V. G. (2017). Commitment to sustainability in small and medium-sized enterprises: the influence of strategic orientations and management values. Business Strategy and the Environment, 26(1), 69–83.
Jové-Llopis, E., & Segarra-Blasco, A. (2018). Eco-efficiency actions and firm growth in European SMEs. Sustainability, 10(1), 281.
Kazadi, K., Lievens, A., & Mahr, D. (2016). Stakeholder co-creation during the innovation process: identifying capabilities for knowledge creation among multiple stakeholders. Journal of Business Research, 69(2), 525–540.
Kesidou, E., & Demirel, P. (2012). On the drivers of eco-innovations: empirical evidence from the UK. Research Policy, 41(5), 862–870.
Khanna, M., Deltas, G., & Harrington, D. R. (2009). Adoption of pollution prevention techniques: the role of management systems and regulatory pressures. Environmental and Resource Economics, 44(1), 85–106.
Kirchherr, J., Reike, D., & Hekkert, M. (2017). Conceptualizing the circular economy: an analysis of 114 definitions. Resources, Conservation and Recycling, 127, 221–232.
Lin, H., Zeng, S. X., Ma, H. Y., Qi, G. Y., & Tam, V. W. (2014). Can political capital drive corporate green innovation? Lessons from China. Journal of Cleaner Production, 64, 63–72.
Long, J. S., & Freese, J. (2001). Predicted probabilities for count models. Stata Journal, 1(1), 51–57.
Long, J. S., & Freese, J. (2006). Regression models for categorical dependent variables using Stata, Second Edition. College Station: Stata Press.
Lynch-Wood, G., & Williamson, D. (2014). Understanding SME responses to environmental regulation. Journal of Environmental Planning and Management, 57(8), 1220–1239.
Marin, G., Marzucchi, A., & Zoboli, R. (2015). SMEs and barriers to eco-innovation in the EU: exploring different firm profiles. Journal of Evolutionary Economics, 25(3), 671–705.
Martínez-Sánchez, A., Vela-Jiménez, M. J., Pérez-Pérez, M., & De-Luis-Carnicer, P. (2009). Inter-organizational cooperation and environmental change: moderating effects between flexibility and innovation performance. British Journal of Management, 20(4), 537–561.
Murillo-Luna, J. L., Garcés-Ayerbe, C., & Rivera-Torres, P. (2007). What prevents firms from advancing in their environmental strategy? International Advances in Economic Research, 13(1), 35–46.
Murillo-Luna, J. L., Garcés-Ayerbe, C., & Rivera-Torres, P. (2008). Why do patterns of environmental response differ? A stakeholders' pressure approach. Strategic Management Journal, 29(11), 1225–1240.
Murovec, N., Erker, R. S., & Prodan, I. (2012). Determinants of environmental investments: testing the structural model. Journal of Cleaner Production, 37, 265–277.
Naffziger, D. W., Ahmed, N. U., & Montagno, R. V. (2003). Perceptions of environmental consciousness in US small businesses: An empirical study. SAM Advanced Management Journal, 68(2), 23.
Neubaum, D. O., Dibrell, C., & Craig, J. B. (2012). Balancing natural environmental concerns of internal and external stakeholders in family and non-family businesses. Journal of Family Business Strategy, 3(1), 28–37.
Pace, L. A. (2016). How do tourism firms innovate for sustainable energy consumption? A capabilities perspective on the adoption of energy efficiency in tourism accommodation establishments. Journal of Cleaner Production, 111, 409–420.
Palm, J., & Backman, F. (2020). Energy efficiency in SMEs: overcoming the communication barrier. Energy Efficiency, 13, 809–821.
Passetti, E., & Tenucci, A. (2016). Eco-efficiency measurement and the influence of organisational factors: evidence from large Italian companies. Journal of Cleaner Production, 122, 228–239.
Prakash, A. (2002). Green marketing, public policy and managerial strategies. Business Strategy and the Environment, 11(5), 285–297.
Peng, X., & Liu, Y. (2016). Behind eco-innovation: managerial environmental awareness and external resource acquisition. Journal of Cleaner Production, 139, 347–360.
Rademaekers, K., Asaad, S. S. Z., Berg, J.. (2011). Study on the competitiveness of the European companies and resource efficiency; ECORYS: Rotterdam, The Netherlands.
Redmond, J., & Walker, B. (2016). The value of energy audits for SMEs: an Australian example. Energy Efficiency, 9, 1053–1063.
Ren, S., Li, X., Yuan, B., Li, D., & Chen, X. (2018). The effects of three types of environmental regulation on eco-efficiency: a cross-region analysis in China. Journal of Cleaner Production, 173, 245–255.
Revell, A., & Rutherfoord, R. (2003). UK environmental policy and the small firm: broadening the focus. Business Strategy and the Environment, 12(1), 26–35.
Sáez-Martínez, F. J., Díaz-García, C., & González-Moreno, Á. (2016). Factors promoting environmental responsibility in European SMEs: the effect on performance. Sustainability, 8(9), 898.
Salim, N., Ab Rahman, M. N., & Wahab, D. A. (2019). A systematic literature review of internal capabilities for enhancing eco-innovation performance of manufacturing firms. Journal of Cleaner Production, 209, 1445–1460.
Sarkis, J., González-Torre, P., & Adenso-Díaz, B. (2010). Stakeholder pressure and the adoption of environmental practices: the mediating effect of training. Journal of Operations Management, 28(2), 163–176.
Schot, J., Steinmueller, E.. (2016). Framing innovation policy for transformative change: innovation policy 3.0. SPRU Science Policy Research Unit. University of Sussex: Brighton.
Sharma, S., & Henriques, I. (2005). Stakeholder influences on sustainability practices in the Canadian forest products industry. Strategic Management Journal, 26(2), 159–180.
Stucki, T. (2018). Which firms benefit from investments in green energy technologies?—the effect of energy costs. Research Policy, 48, 546–555. https://doi.org/10.1016/j.respol.2018.09.010.
Testa, F., Gusmerottia, N. M., Corsini, F., Passetti, E., & Iraldo, F. (2016). Factors affecting environmental management by small and micro firms: the importanece of entrepreneurs’ attitudes and environmental investment. Corporate Social Responsibility and Environmental Management, 23(6), 373–385.
Triguero, A., Moreno-Mondéjar, L., & Davia, M. A. (2014). The influence of energy prices on adoption of clean technologies and recycling: evidence from European SMEs. Energy Economics, 46, 246–257.
Triguero, A., Moreno-Mondéjar, L., & Davia, M. A. (2016). Leaders and laggards in environmental innovation: an empirical analysis of SMEs in Europe. Business Strategy and the Environment, 25(1), 28–39.
Tukker, A., & Ekins, P. (2019). Concepts fostering resource efficiency: a trade-off between ambitions and viability. Ecological Economics, 155(1), 36–45.
Williams, R. (2006). Generalized ordered logit/partial proportional odds models for ordinal dependent variables. Stata Journal, 6(1), 58–82.
Williams, R. (2016). Understanding and interpreting generalized ordered logit models. The Journal of Mathematical Sociology, 40(1), 7–20.
Williamson, D., & Lynch-Wood, G. (2001). A new paradigm for SME environmental practice. The TQM Magazine, 13(6), 424–433.
Williamson, D., Lynch-Wood, G., & Ramsay, J. (2006). Drivers of environmental behaviour in manufacturing SMEs and the implications for CSR. Journal of Business Ethics, 67(3), 317–330.
Acknowledgements
We would like to thank anonymous referees for their helpful comments. Financial support received from the Spanish Ministry of Science, Innovation and Universities (RTI2018-101867-B-I00) and the University of Castilla-La Mancha (2020-GRIN-28721) is gratefully acknowledged.
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Moreno-Mondéjar, L., Cuerva, M.C. Fostering investment in resource efficiency actions: the case of European SMEs. Energy Efficiency 13, 1329–1351 (2020). https://doi.org/10.1007/s12053-020-09888-y
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DOI: https://doi.org/10.1007/s12053-020-09888-y