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Fuzzy Set Qualitative Comparative Analysis on the Adoption of Environmental Practices: Exploring Technological- and Human-Resource-Based Contributions

Author

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  • Lucía Muñoz-Pascual

    (Departamento de Administración y Economía de la Empresa, Facultad de Economía y Empresa, Instituto Multidisciplinar de Empresa (IME), Campus Miguel de Unamuno s/n, Universidad de Salamanca, Edificio FES, 37007 Salamanca, Spain)

  • Carla Curado

    (Advance/CSG ISEG, University of Lisbon, Rua do Quelhas, 6, 1200-781 Lisbon, Portugal)

  • Jesús Galende

    (Departamento de Administración y Economía de la Empresa, Facultad de Economía y Empresa, Instituto Multidisciplinar de Empresa (IME), Campus Miguel de Unamuno s/n, Universidad de Salamanca, Edificio FES, 37007 Salamanca, Spain)

Abstract

Our main objective was to analyze which paths can lead to the adoption of environmental practices (PRAC) in firms, for which we developed three original alternative research models. Model 1 involves five sources for the adoption of environmental practices: human resource costs, organizational learning capability, firm size, manager educational level and manager experience. Model 2 adopts five sources for PRAC: human resource costs, information technology support, firm size, manager educational level and manager experience. Finally, Model 3 adopts six sources for PRAC: human resource costs, organizational learning capability, information technology support, firm size, manager educational level and manager experience. Therefore, Model 1 uses the organizational learning capability for PRAC, Model 2 uses the information technology support for PRAC and Model 3 uses both organizational learning capability and information technology support for PRAC. We used a fuzzy set qualitative comparative analysis on 349 small- and medium-sized Portuguese firms in twelve industrial sectors. The results show that organizational learning capability (OLC) and information technology support (ITS) are important sources for the development of PRAC. In this line, the three research models show that there are different pathways that lead to PRAC. These research models also show pathways that lead to the absence of PRAC. Therefore, the qualitative findings show the relevancy of OLC and ITS to PRAC. In addition, our findings indicate that, by focusing on variables such as OLC, a firm can find more paths that lead to PRAC. Additionally, with the combination of OLC and ITS, it must be taken into account that only developing ITS without OLC is riskier when obtaining PRAC.

Suggested Citation

  • Lucía Muñoz-Pascual & Carla Curado & Jesús Galende, 2021. "Fuzzy Set Qualitative Comparative Analysis on the Adoption of Environmental Practices: Exploring Technological- and Human-Resource-Based Contributions," Mathematics, MDPI, vol. 9(13), pages 1-21, July.
  • Handle: RePEc:gam:jmathe:v:9:y:2021:i:13:p:1553-:d:587042
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    1. Jeremy Hall & Marcus Wagner, 2012. "Integrating Sustainability into Firms' Processes: Performance Effects and the Moderating Role of Business Models and Innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 21(3), pages 183-196, March.
    2. Cayetano Medina-Molina & Manuel Rey-Moreno & J. Augusto Felício & Inmaculada Romano Paguillo, 2019. "Participation in crowdfunding among users of collaborative platforms: the role of innovativeness and social capital," Review of Managerial Science, Springer, vol. 13(3), pages 529-543, June.
    3. Marcus Wagner, 2009. "Innovation and competitive advantages from the integration of strategic aspects with social and environmental management in European firms," Business Strategy and the Environment, Wiley Blackwell, vol. 18(5), pages 291-306, July.
    4. Ricardo Chiva & Joaquin Alegre & Rafael Lapiedra, 2007. "Measuring organisational learning capability among the workforce," International Journal of Manpower, Emerald Group Publishing, vol. 28(1), pages 224 - 242, April.
    5. Kaya, Bahar & Abubakar, A. Mohammed & Behravesh, Elaheh & Yildiz, Harun & Mert, Ibrahim Sani, 2020. "Antecedents of innovative performance: Findings from PLS-SEM and fuzzy sets (fsQCA)," Journal of Business Research, Elsevier, vol. 114(C), pages 278-289.
    6. Wanda J. Orlikowski & C. Suzanne Iacono, 2001. "Research Commentary: Desperately Seeking the “IT” in IT Research—A Call to Theorizing the IT Artifact," Information Systems Research, INFORMS, vol. 12(2), pages 121-134, June.
    7. Ainhoa Saitua-Iribar & Javier Corral-Lage & Noemi Peña-Miguel, 2020. "Improving Knowledge about the Sustainable Development Goals through a Collaborative Learning Methodology and Serious Game," Sustainability, MDPI, vol. 12(15), pages 1-11, July.
    8. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    9. Gratton, Lynda & Ghoshal, Sumantra, 2003. "Managing Personal Human Capital:: New Ethos for the 'Volunteer' Employee," European Management Journal, Elsevier, vol. 21(1), pages 1-10, February.
    10. Ricardo Chiva & Joaquin Alegre & Rafael Lapiedra, 2007. "Measuring organisational learning capability among the workforce," International Journal of Manpower, Emerald Group Publishing Limited, vol. 28(3/4), pages 224-242, June.
    11. Leischnig, Alexander & Henneberg, Stephan C. & Thornton, Sabrina C., 2016. "Net versus combinatory effects of firm and industry antecedents of sales growth," Journal of Business Research, Elsevier, vol. 69(9), pages 3576-3583.
    12. Oyemomi, Oluwafemi & Liu, Shaofeng & Neaga, Irina & Alkhuraiji, Ali, 2016. "How knowledge sharing and business process contribute to organizational performance: Using the fsQCA approach," Journal of Business Research, Elsevier, vol. 69(11), pages 5222-5227.
    13. Woodside, Arch G. & Hsu, Shih-Yun & Marshall, Roger, 2011. "General theory of cultures' consequences on international tourism behavior," Journal of Business Research, Elsevier, vol. 64(8), pages 785-799, August.
    14. Vila, Luis E. & Pérez, Pedro J. & Coll-Serrano, Vicente, 2014. "Innovation at the workplace: Do professional competencies matter?," Journal of Business Research, Elsevier, vol. 67(5), pages 752-757.
    15. Lucía Muñoz-Pascual & Carla Curado & Jesús Galende, 2019. "The Triple Bottom Line on Sustainable Product Innovation Performance in SMEs: A Mixed Methods Approach," Sustainability, MDPI, vol. 11(6), pages 1-22, March.
    16. Osabutey, Ellis L.C. & Jin, Zhongqi, 2016. "Factors influencing technology and knowledge transfer: Configurational recipes for Sub-Saharan Africa," Journal of Business Research, Elsevier, vol. 69(11), pages 5390-5395.
    17. Sascha Kraus & Norat Roig-Tierno & Ricarda B. Bouncken, 2019. "Digital innovation and venturing: an introduction into the digitalization of entrepreneurship," Review of Managerial Science, Springer, vol. 13(3), pages 519-528, June.
    18. Kuemmerle, Walter, 1998. "Optimal scale for research and development in foreign environments--an investigation into size and performance of research and development laboratories abroad," Research Policy, Elsevier, vol. 27(2), pages 111-126, June.
    19. Adriana AnaMaria Davidescu & Simona-Andreea Apostu & Andreea Paul & Ionut Casuneanu, 2020. "Work Flexibility, Job Satisfaction, and Job Performance among Romanian Employees—Implications for Sustainable Human Resource Management," Sustainability, MDPI, vol. 12(15), pages 1-53, July.
    20. Norat Roig‐Tierno & Sascha Kraus & Sonia Cruz, 2018. "The relation between coopetition and innovation/entrepreneurship," Review of Managerial Science, Springer, vol. 12(2), pages 379-383, March.
    21. Jaroslav Vrchota & Petr Řehoř & Monika Maříková & Martin Pech, 2020. "Critical Success Factors of the Project Management in Relation to Industry 4.0 for Sustainability of Projects," Sustainability, MDPI, vol. 13(1), pages 1-19, December.
    22. Curado, Carla & Muñoz-Pascual, Lucía & Galende, Jesús, 2018. "Antecedents to innovation performance in SMEs: A mixed methods approach," Journal of Business Research, Elsevier, vol. 89(C), pages 206-215.
    23. Molero, Jose & Buesa, Mikel, 1996. "Patterns of technological change among Spanish innovative firms: the case of the Madrid region," Research Policy, Elsevier, vol. 25(4), pages 647-663, June.
    24. Ante Glavas & Jenny Mish, 2015. "Resources and Capabilities of Triple Bottom Line Firms: Going Over Old or Breaking New Ground?," Journal of Business Ethics, Springer, vol. 127(3), pages 623-642, March.
    25. Sascha Kraus & Domingo Ribeiro-Soriano & Miriam Schüssler, 2018. "Fuzzy-set qualitative comparative analysis (fsQCA) in entrepreneurship and innovation research – the rise of a method," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 15-33, March.
    26. Celma, Dolors & Martinez-Garcia, Esther & Raya, Josep M., 2018. "Socially Responsible Hr Practices And Their Effects On Employees’ Wellbeing: Empirical Evidence From Catalonia, Spain," European Research on Management and Business Economics (ERMBE), Academia Europea de Dirección y Economía de la Empresa (AEDEM), vol. 24(2), pages 82-89.
    27. Geneviève Bassellier & Izak Benbasat & Blaize Horner Reich, 2003. "The Influence of Business Managers' IT Competence on Championing IT," Information Systems Research, INFORMS, vol. 14(4), pages 317-336, December.
    28. Kumar, Nagesh & Saqib, Mohammed, 1996. "Firm size, opportunities for adaptation and in-house R & D activity in developing countries: the case of Indian manufacturing," Research Policy, Elsevier, vol. 25(5), pages 713-722, August.
    29. Argote, Linda & Ingram, Paul & Levine, John M. & Moreland, Richard L., 2000. "Knowledge Transfer in Organizations: Learning from the Experience of Others," Organizational Behavior and Human Decision Processes, Elsevier, vol. 82(1), pages 1-8, May.
    30. Mohamed, S.T, 2001. "The impact of ISO 14000 on developing world businesses," Renewable Energy, Elsevier, vol. 23(3), pages 579-584.
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