Green purchasing frameworks considering firm size: a multicollinearity analysis using variance inflation factor

References

• Acs, Z. J., E. Autio, and L. Szerb. 2014. “National Systems of Entrepreneurship: Measurement Issues and Policy Implications.” Research Policy 43 (3): 476–494. doi:10.1016/j.respol.2013.08.016.
   Web of Science ®Google Scholar
• Adams, J., R. G. Kauffman, F. M. Khoja, and S. Coy. 2016. “Looking at Purchasing Development through the Lens of Small Business.” Journal of Managerial Issues 28 (3–4): 145–170.
   Google Scholar
• Akinwande, M. O., H. G. Dikko, and A. Samson. 2015. “Variance Inflation Factor: As a Condition for the Inclusion of Suppressor Variable (S) in Regression Analysis.” Open Journal of Statistics 5 (7): 754–767. doi:10.4236/ojs.2015.57075.
   Google Scholar
• Antonioli, D., S. Borghesi, and M. Mazzanti. 2016. “Are Regional Systems Greening the Economy? Local Spillovers, Green Innovations and Firms’ Economic Performances.” Economics of Innovation and New Technology 25 (7): 692–713. doi:10.1080/10438599.2015.1127557.
   Web of Science ®Google Scholar
• Beck, M. 2013. “Collinearity and Stepwise VIF Selection.” Accessed 4 February 2020. https://beckmw.wordpress.com/2013/02/05/collinearity-and-stepwise-vif-selection/
   Google Scholar
• Belas, J., A. Rahman, M. Rahman, and J. Schonfeld. 2017. “Financial Constraints on Innovative SMEs: Empirical Evidence from the Visegrad Countries.” Engineering Economics 28 (5): 552–563. doi:10.5755/j01.ee.28.5.18204.
   Google Scholar
• Bharati, P., and A. Chaudhury. 2015. “SMEs and Competitiveness: The Role of Information Systems.” International Journal of E-Business Research 5 (1): 1–9.
   Google Scholar
• Bianchi, C., F. Cosenz, and M. Marinković. 2015. “Designing Dynamic Performance Management Systems to Foster SME Competitiveness according to a Sustainable Development Perspective: Empirical Evidences from a Case-study.” International Journal of Business Performance Management 31 16 (1): 84–108. doi:10.1504/IJBPM.2015.066042.
   Web of Science ®Google Scholar
• Cecere, G., and M. Mazzanti. 2017. “Green Jobs and Eco-innovations in European SMEs.” Resource and Energy Economics 49: 86–98. doi:10.1016/j.reseneeco.2017.03.003.
   Web of Science ®Google Scholar
• Cepel, M., A. Stasiukynas, A. Kotásková, and J. Dvorsky. 2018. “Business Environment Quality Index in the SME Segment.” Journal of Competitiveness 10 (2): 21–40. doi:10.7441/joc.2018.02.02.
   Web of Science ®Google Scholar
• Cousins, P. D., B. Lawson, K. J. Petersen, and B. Fugate. 2019. “Investigating Green Supply Chain Management Practices and Performance: The Moderating Roles of Supply Chain Ecocentricity and Traceability.” Management 39 (5): 767–786. doi:10.1108/IJOPM-11-2018-0676.
   Web of Science ®Google Scholar
• Craney, T. A., and J. G. Surles. 2002. “Model-dependent Variance Inflation Factor Cutoff Values.” Quality Engineering 14 (3): 391–403. doi:10.1081/QEN-120001878.
   Google Scholar
• de Jesus Pacheco, D. A., S. Carla, C. F. Jung, J. L. D. Ribeiro, H. V. G. Navas, and V. A. Cruz-Machado. 2017. “Eco-innovation Determinants in Manufacturing SMEs: Systematic Review and Research Directions.” Journal of Cleaner Production 142: 2277–2287. doi:10.1016/j.jclepro.2016.11.049.
   Web of Science ®Google Scholar
• European Commission. 2010. “SMEs and the Environment in the European Union.” Luxembourg: Publications Office of the European Union. https://op.europa.eu/en/publication-detail/-/publication/aa507ab8-1a2a-4bf1-86de-5a60d14a3977/language-en/format-PDF/source-search
   Google Scholar
• European Commission. 2014. “SMEs and the Environment in the European Union. Technical Annex.” European Commission. Luxembourg: Publications Office of the European Union. https://op.europa.eu/en/publication-detail/-/publication/84444743-3a71-4843-b9f9-a1dfc6c436dc/language-en/format-PDF/source-search
   Google Scholar
• Flachenecker, F., and M. Kornejew. 2019. “The Causal Impact of Material Productivity on Microeconomic Competitiveness and Environmental Performance in the European Union.” Environmental Economics and Policy Studies 21 (1): 87–122. doi:10.1007/s10018-018-0223-z.
   Web of Science ®Google Scholar
• Gavronski, I., R. D. Klassen, S. Vachon, and L. F. M. Do Nascimento. 2011. “A Resource-based View of Green Supply Management.” Transportation Research Part E: Logistics and Transportation Review 47: 872–885. doi:10.1016/j.tre.2011.05.018.
   Web of Science ®Google Scholar
• Graafland, J., and H. Smid. 2016. “Environmental Impacts of SMEs and the Effects of Formal Management Tools: Evidence from EU’s Largest Survey.” Corporate Social Responsibility and Environmental Management 23 (5): 297–307. doi:10.1002/csr.1376.
   Web of Science ®Google Scholar
• Harangozó, G., and G. Zilahy. 2015. “Cooperation between Business and Non-governmental Organizations to Promote Sustainable Development.” Journal of Cleaner Production 89: 18–31. doi:10.1016/j.jclepro.2014.10.092.
   Web of Science ®Google Scholar
• Higgs, C. J., and T. Hill. 2019. “The Role that Small and Medium‐sized Enterprises Play in Sustainable Development and the Green Economy in the Waste Sector, South Africa.” Business Strategy & Development 2 (1): 25–31. doi:10.1002/bsd2.39.
   Google Scholar
• Hoejmose, S. U., J. Grosvold, and A. Millington. 2014. “The Effect of Institutional Pressure on Cooperative and Coercive ‘Green’supply Chain Practices.” Journal of Purchasing and Supply Management 20 (4): 215–224. doi:10.1016/j.pursup.2014.07.002.
   Web of Science ®Google Scholar
• Hong, S.-J., I.-W. G. Kwon, and J. Li. 2014. “Assessing the Perception of Supply Chain Risk and Partnerships Using Importance-performance Analysis Model: A Case Study of SMEs in China and Korea.” Supply Chain Forum: An International Journal 15 (2): 110–125. doi:10.1080/16258312.2014.11517344.
   Google Scholar
• Hoogendoorn, B., D. Guerra, and P. van der Zwan. 2015. “What Drives Environmental Practices of SMEs?” Small Business Economics 44 (4): 759–781. doi:10.1007/s11187-014-9618-9.
   Web of Science ®Google Scholar
• Kilpi, V., H. Lorentz, T. Solakivi, and J. Malmsten. 2018. “The Effect of External Supply Knowledge Acquisition, Development Activities and Organizational Status on the Supply Performance of SMEs.” Journal of Purchasing and Supply Management 24 (3): 247–259. doi:10.1016/j.pursup.2017.08.001.
   Web of Science ®Google Scholar
• Kocmanová, A., M. Dočekalová, P. Němeček, and I. Šimberová. 2011. “Sustainability: Environmental, Social and Corporate Governance Performance in Czech SMEs.” In The 15th World Multi-Conference on Systemics, Cybernetics and Informatics, 94–99. Orlando, USA: United States of America.
   Google Scholar
• Kot, S. 2018. “Sustainable Supply Chain Management in Small and Medium Enterprises.” Sustainability 10 (4): 1143. doi:10.3390/su10041143.
   Web of Science ®Google Scholar
• Kozubíková, L., L. Homolka, and D. Kristalas. 2017. “The Effect of Business Environment and Entrepreneurs’ Gender on Perception of Financial Risk in the SMEs Sector.” Journal of Competitiveness 9 (1): 36–50. doi:10.7441/joc.2017.01.03.
   Web of Science ®Google Scholar
• Lafi, S. Q., and J. B. Kaneene. 1992. “An Explanation of the Use of Principal-components Analysis to Detect and Correct for Multicollinearity.” Preventive Veterinary Medicine 13 (4): 261–275. doi:10.1016/0167-5877(92)90041-D.
   Web of Science ®Google Scholar
• Liao, D., and R. Valliant. 2012. “Variance Inflation Factors in the Analysis of Complex Survey Data.” Survey Methodology 38 (1): 53–62.
   Web of Science ®Google Scholar
• Major, I. 2003. “What Makes Hungarian SMEs Perform Poorly? A Stochastic Frontier Analysis.” Acta Oeconomica 53 (2): 109–143. doi:10.1556/AOecon.53.2003.2.1.
   Google Scholar
• Malesios, C., A. Skouloudis, P. K. Dey, F. B. Abdelaziz, A. Kantartzis, and K. Evangelinos. 2018. “The Impact of SME Sustainability Practices and Performance on Economic Growth from a Managerial Perspective: Some Modeling Considerations and Empirical Analysis Results.” Business Strategy and the Environment 27: 960–972. doi:10.1002/bse.2045.
   Web of Science ®Google Scholar
• Min, H., and W. P. Galle. 1997. “Green Purchasing Strategies: Trends and Implications.” International Journal of Purchasing and Materials Management 33: 10–17. doi:10.1111/j.1745-493X.1997.tb00026.x.
   Google Scholar
• Mishra, M. K., D. Choudhury, and K. S. V. G. Rao. 2019. “Impact of SMEs Green Supply Chain Practice Adoption on SMEs Firm and Environmental Performance.” Theoretical Economics Letters 9 (6): 1901–1919. doi:10.4236/tel.2019.96121.
   Google Scholar
• Mittal, V. K., and K. S. Sangwan. 2014. “Prioritizing Barriers to Green Manufacturing: Environmental, Social and Economic Perspectives.” Procedia Cirp 17:: 559–564. doi:10.1016/j.procir.2014.01.075.
   Google Scholar
• Nagypál, N. C. 2014. “Corporate Social Responsibility of Hungarian SMEs with Good Environmental Practices.” Journal for East European Management Studies 19 (3): 327–347. doi:10.5771/0949-6181-2014-3-327.
   Web of Science ®Google Scholar
• O’brien, R. M. 2007. “A Caution regarding Rules of Thumb for Variance Inflation Factors.” Quality & Quantity 41 (5): 673–690. doi:10.1007/s11135-006-9018-6.
   Web of Science ®Google Scholar
• Oláh, J., S. Kovács, Z. Virglerova, Z. Lakner, M. Kovacova, and J. Popp. 2019. “Analysis and Comparison of Economic and Financial Risk Sources in SMEs of the Visegrad Group and Serbia.” Sustainability 11 (7): 1853. doi:10.3390/su11071853.
   Web of Science ®Google Scholar
• Oncioiu, I., S. Căpuşneanu, M. C. Türkeș, D. I. Topor, D. M. O. Constantin, A. Marin-Pantelescu, and M. Ștefan Hint. 2018. “The Sustainability of Romanian SMEs and their Involvement in the Circular Economy.” Sustainability 10 (8): 2761. doi:10.3390/su10082761
   Web of Science ®Google Scholar
• Paik, S. K. 2011. “Supply Management in Small and Medium-sized Enterprises: Role of SME Size.” Supply Chain Forum: An International Journal 12 (3): 10–21. doi:10.1080/16258312.2011.11517269.
   Google Scholar
• Przytuła, S., S. Formánková, I. Ubrežiová, and A. Dunay. 2019. “Corporate Social Responsibility in Visegrad Countries (Poland, Czech Republic, Slovakia, Hungary) Overall Landscape.” In Corporate Social Responsibility in Poland, edited by A. Długopolska-Mikonowicz, S. Przytuła, C. Stehr, 325–353. Cham: Springer.
   Google Scholar
• Quayle, M. (2003). “A Study of Supply Chain Management Practice in UK Industrial SMEs.” Supply Chain Management: An International Journal 8 (1): 79–86. doi:10.1108/13598540310463387.
   Web of Science ®Google Scholar
• Ramakrishnan, P., H. Haron, and Y.-N. Goh. 2015. “Factors Influencing Green Purchasing Adoption for Small and Medium Enterprises (Smes) in Malaysia.” International Journal of Business and Society 16 (1): 39–56. doi:10.33736/ijbs.552.2015.
   Web of Science ®Google Scholar
• Reijonen, H., J. Saastamoinen, and T. Tammi. 2018. “Does Collaboration with Public and Private Sector Actors in Public Procurement of Innovations Improve SME Competitiveness?” Geography, Open Innovation and Entrepreneurship, 43.
   Google Scholar
• Robinson, S., and H. A. Stubberud. 2015. “Green Innovation and Environmental Impact in Europe.” Journal of International Business Research 14 (1): 127.
   Google Scholar
• Seroka-Stolka, O., and D. Jelonek. 2013. “Environmental Awareness and the Best Environmental Practices in SME of the Food Industry in the Częstochowa Region.” Visegrad Journal on Bioeconomy and Sustainable Development 2 (1): 34–37. doi:10.2478/vjbsd-2013-0006.
   Google Scholar
• Stekelorum, R., I. Laguir, J.-M. Courrent, and A. Jaegler. 2018. “Extending CSR in SMEs’ Upstream Supply Chains: A Dynamic Capabilities Perspective.” Supply Chain Forum: An International Journal 19 (3): 233–251. doi:10.1080/16258312.2018.1497922.
   Google Scholar
• Tachizawa, E. M., C. Gimenez, and V. Sierra. 2015. “Green Supply Chain Management Approaches: Drivers and Performance Implications.” International Journal Operations and Production Management 35: 1546–1566. doi:10.1108/IJOPM-01-2015-0023.
   Web of Science ®Google Scholar
• Uhlaner, L. M., M. M. Berent-Braun, R. J. M. Jeurissen, and G. de Wit. 2012. “Beyond Size: Predicting Engagement in Environmental Management Practices of Dutch SMEs.” Journal of Business Ethics 109 (4): 411–429. doi:10.1007/s10551-011-1137-x.
   Web of Science ®Google Scholar
• Walker, H., L. Di Sisto, and D. McBain. 2008. “Drivers and Barriers to Environmental Supply Chain Management Practices: Lessons from the Public and Private Sectors.” Journal of Purchasing and Supply Management 14 (1): 69–85. doi:10.1016/j.pursup.2008.01.007.
   Google Scholar
• Wiesner, R., D. Chadee, and P. Best. 2018. “Managing Change toward Environmental Sustainability: A Conceptual Model in Small and Medium Enterprises.” Organization & Environment 31 (2): 152–177. doi:10.1177/1086026616689292.
   Web of Science ®Google Scholar
• Yacob, P., L. S. Wong, and S. C. Khor. 2019. “An Empirical Investigation of Green Initiatives and Environmental Sustainability for Manufacturing SMEs.” Journal of Manufacturing Technology Management. doi:10.1108/JMTM-08-2017-0153.
   Web of Science ®Google Scholar
• Zhu, Q., J. Sarkis, and Y. Geng. 2005. “Green Supply Chain Management in China: Pressures, Practices and Performance.” International Journal of Operations and Production Management 25 (5): 449–468. doi:10.1108/01443570510593148.
   Web of Science ®Google Scholar
• Zsidisin, G. A., and S. P. Siferd. 2001. “Environmental Purchasing: A Framework for Theory Development.” European Journal of Purchasing and Supply Management 7: 61–73. doi:10.1016/S0969-7012(00)00007-1.
   Google Scholar