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Multinomial Logistic Analysis of SMEs Offering Green Products and Services in the Alps–Adriatic Macroregion

Author

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  • Nikša Alfirević

    (Faculty of Economics, University of Split, Cvite Fiskovića 5, 21 000 Split, Croatia)

  • Slađana Pavlinović Mršić

    (Faculty of Economics, University of Split, Cvite Fiskovića 5, 21 000 Split, Croatia)

  • Sonja Mlaker Kač

    (Faculty of Logistics, University of Maribor, 3000 Celje, Slovenia)

Abstract

We investigate what drives small and medium-sized enterprises (SMEs) in the Alps–Adriatic macro-region to offer green products and services. A sample of 2305 SMEs from Flash Eurobarometer 498 is analyzed with a multinomial logit model that distinguishes firms that already offer green products/services, those planning to do so within two years, and those with no such intention. SMEs implementing ≥ 5 resource-efficiency actions are 75% more likely to offer green products/services (RRR = 1.75, p < 0.05). An increase in the share of green jobs to >30% of staff triples that likelihood (RRR = 3.65, p < 0.01). Selling only services reduces the probability by 17%. Country dummies show Austria and Slovenia as early movers, while Croatia lags. This is the first study to apply a three-outcome model to green market activity in this macroregion, thus revealing nonlinear and country-specific patterns that a binary approach would mask. This study has multiple implications for entrepreneurial practice: (i) entrepreneurs should focus on high-leverage resource-efficiency bundles (energy, waste, circular design) rather than single actions; (ii) policymakers should combine financial incentives with green-skills vouchers to accelerate adoption in service-oriented SMEs.

Suggested Citation

  • Nikša Alfirević & Slađana Pavlinović Mršić & Sonja Mlaker Kač, 2025. "Multinomial Logistic Analysis of SMEs Offering Green Products and Services in the Alps–Adriatic Macroregion," Sustainability, MDPI, vol. 17(10), pages 1-17, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:10:p:4721-:d:1660624
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    References listed on IDEAS

    as
    1. Brigitte Hoogendoorn & Daniela Guerra & Peter Zwan, 2015. "What drives environmental practices of SMEs?," Small Business Economics, Springer, vol. 44(4), pages 759-781, April.
    2. Maria Denisa Vasilescu & Gina Cristina Dimian & Giani Ionel Gradinaru, 2023. "Green entrepreneurship in challenging times: a quantitative approach for European countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(1), pages 1828-1847, March.
    3. Ayoungman, Fairtown Zhou & Islam, Md. Shoriful & Masukujjaman, Mohammad & Shawon, Abid Hossain & Al Mahmud, Abdullah, 2025. "Financial factors influencing investment willingness in environment-friendly business: Empirical study on an emerging economy," Innovation and Green Development, Elsevier, vol. 4(1).
    4. Sara Majid & Xin Zhang & Muhammad Bilawal Khaskheli & Feng Hong & Patricia Jie Hung King & Imran Haider Shamsi, 2023. "Eco-Efficiency, Environmental and Sustainable Innovation in Recycling Energy and Their Effect on Business Performance: Evidence from European SMEs," Sustainability, MDPI, vol. 15(12), pages 1-30, June.
    5. Nosheen Fatma & Abid Haleem, 2023. "Exploring the Nexus of Eco-Innovation and Sustainable Development: A Bibliometric Review and Analysis," Sustainability, MDPI, vol. 15(16), pages 1-21, August.
    6. Otilia Manta & Egla Mansi, 2024. "The Impact of Globalization on Innovative Public Procurement: Challenges and Opportunities," Administrative Sciences, MDPI, vol. 14(4), pages 1-14, April.
    7. Parrilli, M. Davide & Balavac-Orlić, Merima & Radicic, Dragana, 2023. "Environmental innovation across SMEs in Europe," Technovation, Elsevier, vol. 119(C).
    8. J. Scott Long & Jeremy Freese, 2006. "Regression Models for Categorical Dependent Variables using Stata, 2nd Edition," Stata Press books, StataCorp LLC, edition 2, number long2.
    9. Stephen Oduro, 2024. "Eco-innovation and SMEs’ sustainable performance: a meta-analysis," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 27(9), pages 248-279, May.
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