Abstract
Selecting the appropriate plant location is among the most important decisions a company will ever make. The present study examines the criteria affecting investors’ decisions concerning the location of their plants. Its main purpose is to incorporate the most significant measures used in the international literature and develop a new decision model (research model). The proposed research model was tested on a sample of Greek manufacturing companies. Empirical data were analysed using the “structural equation modelling” technique. The present study is explanatory (examines cause and effect relationships), deductive (tests research hypotheses), empirical (collects primary data), and quantitative (analyses quantitative data that were collected using a newly-developed structured questionnaire). The results indicate that cost issues (land, production process, raw materials and labour), market characteristics (size and prospects for future growth) and infrastructure are the main factors that affect investors’ decisions. Moreover, subsidies and tax incentives offered by the central government seem to affect, to a great extent, entrepreneurs’ decisions to invest in the specific region. The present study is conducted in an economy under crisis that has specific structural characteristics and finds great difficulty in attracting and retaining new investments. Its results may be generalised in other developed countries whose economy faces similar challenges. Moreover, the present study used qualitative data in order to enhance its proposed research model. Such an approach has very randomly used in the relevant literature. Finally, it updates the literature on plant location selection, since very few studies have been conducted during the last 5 years.
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Albareda-Sambola, M., Fernández, E., Laporte, G.: The capacity and distance constrained plant location problem. Comput. Oper. Res. 36, 597–611 (2009)
Amar, S.H., Abouabdellah, A. and El Ouazzani, Y.: A distance reduction approach for simple plant location problem. In: International Conference Electrical and Information Technologies (ICEIT), pp. 1–5. IEEE (2017)
Atthirawong, W., MacCarthy, B.: Identification of the location pattern of manufacturing plants in Thailand. In: Proceedings of the 6th International Manufacturing Research Symposium, pp. 1–13 (2001)
Avella, L., Vázquez-Bustelo, D.: The multidimensional nature of production competence and additional evidence of its impact on business performance. Int. J. Oper. Prod. Manag. 30(6), 548–583 (2010)
Badri, M.: Multicriteria approach to global facility location-allocation problem. Int. J. Inf. Manag. Sci. 7(3), 1–9 (1996)
Badri, M.: Combining the analytical hierarchy and goal programming for global facility location-allocation problem. Int. J. Prod. Econ. 62(3), 237–248 (1999)
Barros, P.P., Cabral, L.: Competing for foreign direct investment. Rev. Int. Econ. 8(2), 360–371 (2000)
Barsoux, J., Lawrence, P.: Management in France. Cassell Educational Limited, London (1991)
Basile, R., Castellani, D., Zanfei, A.: Location choices of multinational firms in Europe: the role of EU cohesion policy. J. Int. Econ. 74(2), 328–340 (2008)
Batchler, J., Clement, K.: The Impact of the Single European Market in the United Kingdom. DTI, HMSO, London (1990)
Beeson, P.E., Husted, S.: Patterns and determinants of productive efficiency in state manufacturing. J. Reg. Sci. 29(1), 15–28 (1989)
Bhatnagar, R., Sohal, A.S.: Supply chain competitiveness: measuring the impact of location factors, uncertainty and manufacturing practices. Technovation 25(5), 443–456 (2005)
Billington, S.: The location of foreign direct investment: an empirical analysis. Appl. Econ. 31(1), 65–76 (1999)
Bjorvatn, K., Eckel, C.: Policy competition for foreign direct investment between asymmetric countries. Eur. Econ. Rev. 50(7), 1891–1907 (2006)
Blunch, N.: Introduction to Structural Equation Modeling Using IBM SPSS Statistics and Amos. SAGE Publications Ltd, New York (2012)
Brah, S.A., Wong, J.L., Rao, B.M.: TQM and business performance in the service sector: a Singapore study. Int. J. Oper. Prod. Manag. 20(11), 1293–1312 (2000)
Brown, T.A.: Confirmatory Factor Analysis for Applied Research. Guilford Publications, New York (2014)
Buckley, P.J., Casson, M.: The Economy Theory of the Multinational Enterprise. Macmillan, London (1985)
Burnham, J.: Integrated Facilities Management. Irwin, Burr Ridge (1994)
Chase, R., Aquilano, N.: Production and Operations Management: Manufacturing and Services. Irwin, Burr Ridge (1995)
Chen, H.-C., Yu, Y.-W.: Using a strategic approach to analysis the location selection for high-tech firms in Taiwan. Manag. Res. News 31(4), 228–244 (2008)
Cheng, Y., Farooq, S., Johansen, J.: Manufacturing network evolution: a manufacturing plant perspective. Int. J. Oper. Prod. Manag. 31(12), 1311–1331 (2011)
Chernotsky, H.I.: Selecting US sites: a case study of German and Japanese firms. Manag. Int. Rev. 23(2), 45–55 (1983)
Child, D.: The Essentials of Factor Analysis. Cassel Educational Limited, London (1990)
Coelho, E.K.F., Mateus, G.R.: A capacitated plant location model for reverse logistics activities. J. Clean. Prod. 167, 1165–1176 (2017)
De Meirleir, M.: Location, Location, Location: A Plant Location and Site Selection Guide. Routledge, New York (2012)
Dunning, J.: Towards an eclectic theory of international production: some empirical tests. J. Int. Bus. Stud. 11(1), 9–31 (1980)
Economakis, G., Markaki, M., Anastasiadis, A.: Structural analysis of the Greek economy. Rev. Radic. Polit. Econ. 47, 424–445 (2014)
Ekholm, K., Forslid, R., Markusen, J.R.: Export-platform foreign direct investment. J. Eur. Econ. Assoc. 5(4), 776–795 (2007)
Eurobank. Eurobank Research. http://www.eurobank.gr/Uploads/Reports/7HmeresOikonomia_05032015.pdf (2005). Accessed 12-03-2015
Fabrigar, L.R., Wegener, D.T.: Exploratory Factor Analysis (Understanding Statistics). Oxford University Press, New York (2011)
Feldmann, A., Olhager, J.: Plant roles: site competence bundles and their relationships with site location factors and performance. Int. J. Oper. Prod. Manag. 33(6), 722–744 (2013)
Ferdows, K.: Mapping international factory networks. In: Ferdows, K. (ed.) Managing International Manufacturing, pp. 3–21. Elsevier, New York (1989)
Ferdows, K.: Making the most of foreign factories. Harv. Bus. Rev. 75(2), 73–88 (1997)
Flaig, L.: Integrate Manufacturing: Transforming the Organization Through People, Process and Technology. Irwin, Burr Ridge (1993)
Francis, J.J., Johnston, M., Robertson, C., Glidewell, L., Entwistle, V., Eccles, M.P., Grimshaw, J.M.: What is an adequate sample size? Operationalising data saturation for theory-based interview studies. Psychol. Health 25(10), 1229–1245 (2010)
Friedman, J., Gerlowski, D., Silberman, J.: What attracts foreign multinational corporations? Evidence from branch plant location in the United States. J. Reg. Sci. 32(4), 403–418 (1992)
Galan, J.I., Gonzalez-Benito, J.: Determinant factors of foreign direct investment: some empirical evidence. Eur. Bus. Rev. 13(5), 269–278 (2001)
Galli, L., Letchford, A.N., Miller, S.J.: New valid inequalities and facets for the simple plant location problem. Eur. J. Oper. Res. 269(3), 824–833 (2018)
Georgiou, C., Kyrgidou, L.P., Archontakis, F., Petridou, E.: The role of location as a selection criterion in FDI: the case of SMEs in Greece. J. East-West Bus. 21(3), 233–255 (2015)
Gilmore, A., O’Donnell, A., Carson, D., Cummins, D.: Factors influencing foreign direct investment and international joint ventures: a comparative study of Northern Ireland and Bahrain. Int. Mark. Rev. 20(6), 195–215 (2003)
González-Benito, J.: Supply strategy and business performance: an analysis based on the relative importance assigned to generic competitive objectives. Int. J. Oper. Prod. Manag. 30(8), 774–797 (2010)
Gray, J.V., Esenduran, G., Rungtusanatham, M.J., Skowronski, K.: Why in the world did they reshore? Examining small to medium-sized manufacturer decisions. J. Oper. Manag. 49, 37–51 (2017)
Grossman, G.M., Krueger, Α.B.: Environmental impacts of a North American free trade agreement. National Bureau of Economic Research, Working paper 3914. http://www.nber.org/papers/w3914 (1991) Accessed 12-10-2011
Guariglia, A., Mukherjee, A., Suetrong, K.: Productivity differences and strategic plant location. Manch. Sch. 81(5), 712–729 (2013)
Hair, F., Anderson, R., Tatham, R., Black, W.: Multivariate Data Analysis with Readings, 4th edn. Prentice-Hall International, London (1995)
Harrington, D.: Confirmatory Factor Analysis (Pocket Guides to Social Work Research Methods Series). Oxford University Press, New York (2009)
Hertzog, M.A.: Considerations in determining sample size for pilot studies. Res. Nurs. Health 31(2), 180–191 (2008)
Hoffman, J., Schniederjans, M.: A two-stage model for structuring global facility site selection decisions. Int. J. Oper. Prod. Manag. 14(4), 79–96 (1994)
Hofstede, G.: Culture’s Consequences: International Differences in Work Related Values. Sage, Beverly Hills (1980)
Hofstede, G.: The cultural relativity of organizational practices and theories. J. Int. Bus. Stud. 14, 76–90 (1983)
Hofstede, G.: The cultural relativity of the quality of life concept. Acad. Manag. Rev. 9(3), 389–398 (1984)
Hult, G.T.M., Hurley, R.F., Knight, G.A.: Innovativeness: its antecedents and impact on business performance. Ind. Mark. Manag. 33(5), 429–438 (2004)
Hurley, A.E., Scandura, T.A., Schriesheim, C.A., Brannick, M.T., Seers, A., Vandenberg, R.J., Williams, L.J.: Exploratory and confirmatory factor analysis: guidelines, issues, and alternatives. J. Organ. Behav. 18(6), 667–683 (1997)
Hyz, A.B.: Small and medium enterprises (SMEs) in Greece-Barriers in access to banking services. An empirical investigation. Int. J. Bus. Soc. Sci. 2(2), 161–165 (2011)
ICAP. Greek Financial Directory. http://dir.icap.gr/mailimages/e-books/GrFigures2012/2012_01_13_12_42_22/document.pdf (2012). Accessed 01-09-2012
Ishikawa, J., Komoriya, Y.: Stay or leave? Choice of plant location with cost heterogeneity. Jpn. Econ. Rev. 61(1), 97–115 (2010)
Jungthirapanich, C., Benjamin, C.: A knowledge-based decision support system for locating a manufacturing facility. IIE Trans. 27(6), 789–799 (1995)
Kahley, W.J.: What’s behind patterns of state job growth? Fed. Reserve Bank Atlanta Econ. Rev. 71, 4–18 (1986)
Kannan, V.R., Tan, K.C.: Just in time, total quality management, and supply chain management: understanding their linkages and impact on business performance. Omega 33(2), 153–162 (2005)
Kelloway, E.K.: Structural equation modelling in perspective. J. Organ. Behav. 16(3), 215–224 (1995)
Kelloway, K.: Using LISREL for Structural Equation Modeling: A Researcher’s Guide. SAGE Publications, London (1998)
Ketokivi, M., Turkulainen, V., Seppälä, T., Rouvinen, P., Ali-Yrkkö, J.: Why locate manufacturing in a high-cost country? A case study of 35 production location decisions. J. Oper. Manag. 49, 20–30 (2017)
Kline, R.B.: Principles and Practice of Structural Equation Modeling (Methodology in the Social Sciences). Guilford Press, London (2010)
Lee, S., Park, S.J., Seshadri, S.: Plant location and inventory level decisions in global supply chains: evidence from Korean firms. Eur. J. Oper. Res. 262(1), 163–179 (2017)
Letchford, A.N., Miller, S.J.: An aggressive reduction scheme for the simple plant location problem. Eur. J. Oper. Res. 234(3), 674–682 (2014)
Liamputtong, P.: Focus Group Methodology: Principle and Practice. Sage Publications, London (2011)
Little, J.S.: Location decisions of foreign direct investment in the United States. N. Engl. Econ. Rev. 4, 43–63 (1978)
Liu, H., Ke, W., Kee Wei, K., Hua, Z.: Effects of supply chain integration and market orientation on firm performance: evidence from China. Int. J. Oper. Prod. Manag. 33(3), 322–346 (2013)
MacCallum, R.C., Widaman, K.F., Preacher, K.J., Hong, S.: Sample size in factor analysis: the role of model error. Multivar. Behav. Res. 36(4), 611–637 (2001)
MacCarthy, B.L., Atthirawong, W.: Factors affecting location decisions in international operations—a Delphi study. Int. J. Oper. Prod. Manag. 23(7), 794–818 (2003)
MacCormack, A.D., Newmann, L.J., Rosenfield, D.: The new dynamics of global manufacturing site location. Sloan Manag. Rev. 35(4), 69–80 (1994)
Mazzarol, T., Choo, S.: A study of the factors influencing the operating location decisions of small firms. Prop. Manag. 21(2), 190–208 (2003)
McKinsey & Company. Greece 10 years ahead. http://www.mckinsey.com/locations/athens/GreeceExecutiveSummary_new/ (2012). Accessed 12-03-2015
McPherson, E.M.: Plant Location Selection Techniques. Noyes Publications, New Jersey (1995)
Meyer, A., Amberg, B.: Transport concept selection considering supplier milk runs—an integrated model and a case study from the automotive industry. Transp. Res. Part E Logist. Transp. Rev. 113, 147–169 (2018)
Mulaik, S.A.: Foundations of Factor Analysis. Taylor and Francis Group (CRC Press), New York (2009)
Mulaik, S.A., Milsap, R.E.: Doing the four-step right. Struct. Equ. Model. Multidiscip. J. 7(1), 36–73 (2000)
Nath, R.: Comparative Management: A Regional View. Ballinger, Cambridge (1988)
Negandhi, A.: International Management. Allyn and Bacon, Boston (1987)
Negandhi, A., Welge, M.: Beyond Theory Z. JAI Press, Greenwich (1984)
Nguyen, T.C.: Plant location evaluation from the aspects of financial and non-financial criteria. Asian J. Sci. Res. 10(3), 252–258 (2017)
Nikolaidis, M.: The viability of the development of medium size manufacturing firms and their contribution to the regional development: an empirical study of the East Macedonia & Thrace Region. PhD thesis (in Greek), Department of Planning and Regional Development, University of Thessaly, Greece (2007)
Ozdemir, S., Sahin, G.: Multi-criteria decision-making in the location selection for a solar PV power plant using AHP. Measurement 129, 218–226 (2018)
Pappis, K.: Production Management: Designing Production Systems. Stamoulis Publications, Athens (1993). (in Greek)
Petrakis, P.: The Greek Economy and the Crisis. Springer, Berlin (2012). ISBN 978-3-642-21175-1
Phatak, A.: International Dimensions of Management. South-Western College Publishing, Cincinatti (1995)
Polyzos, S.: Empirical examination of the factors affecting firm’s plant location. Working papers series, University of Thessaly, Department of Planning and Regional Development, pp. 1–23 (1997)
Porcano, T.M.: Factors affecting the foreign direct investment decision of firms from and into major industrialized countries. Multinatl. Bus. Rev. 1(2), 26–36 (1993)
Provopoulos, G.A.: The Greek economy and banking system: recent developments and the way forward. J. Macroecon. 39(2), 240–249 (2014)
Qi, Y., Zhao, X., Sheu, C.: The impact of competitive strategy and supply chain strategy on business performance: the role of environmental uncertainty. Decis. Sci. 42(2), 371–389 (2011)
Raubenheimer, J.: An item selection procedure to maximize scale reliability and validity. SA J. Ind. Psychol. 30(4), 59–64 (2004)
Sameie, H., Arvan, M.: A simulation-based data envelopment analysis (DEA) model to evaluate wind plants locations. Decis. Sci. Lett. 4(2), 165–180 (2015)
Schumacker, R.E., Lomax, R.G.: A Beginner’s Guide to Structural Equation Modeling. Routledge Academic, New York (2010)
Spring, M., Hughes, A., Mason, K., McCaffrey, P.: Creating the competitive edge: a new relationship between operations management and industrial policy. J. Oper. Manag. 49, 6–19 (2017)
Stanujkic, D., Meidutė-Kavaliauskienė, I.: An approach to the production plant location selection based on the use of the Atanassov interval-valued intuitionistic fuzzy sets. Transport. (2017). https://doi.org/10.3846/16484142.2017.1321041
Tong, H.M.: Plant Location Decisions of Foreign Manufacturers. University Microfilms International Press, Michigan, USA (1978)
Tracey, M., Lim, J.S., Vonderembse, M.A.: The impact of supply-chain management capabilities on business performance. Supply Chain Manag. Int. J. 10(3), 179–191 (2005)
Ulgado, F.M.: Location characteristics of manufacturing investments in the US: a comparison of American and foreign-based firms. Manag. Int. Rev. 36(1), 7–26 (1996)
Ulgado, F.M.: Location decision-making characteristics of foreign direct investment in the United States. Manag. Int. Rev. 6(3), 271–293 (1997)
Vereecke, A., van Dierdonck, R.: The strategic role of the plant: testing Ferdow’s model. Int. J. Oper. Prod. Manag. 22(5), 492–514 (2002)
Vickery, S.K., Jayaram, J., Droge, C., Calantone, R.: The effects of an integrative supply chain strategy on customer service and financial performance: an analysis of direct versus indirect relationships. J. Oper. Manag. 21(5), 523–539 (2003)
Voulgaris, F., Agiomirgianakis, G., Papadogonas, T.: Job creation and job destruction in economic crisis at firm level: the case of Greek manufacturing sectors. IEEP 12, 12–39 (2015)
Walkey, F.H., Welch, G.W.: Demystifying Factor Analysis: How It Works and How to Use It. Xlibris Corporation, Bloomington (2010)
Wang, C.N., Nguyen, V., Thai, H., Duong, D.: Multi-criteria decision making (MCDM) approaches for solar power plant location selection in Vietnam. Energies 11(6), 1504 (2018)
Yang, B.-S., Mai, C.-C.: The impact of uncertain environmental regulatory policy on optimal plant location and anti-pollution technology selection. Ann. Reg. Sci. (2012). https://doi.org/10.1007/s00168-012-0520-6
Zikmund, W.G.: Business Research Methods. Thomson/South-Western, Mason (2003)
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Chatzoglou, P., Chatzoudes, D., Petrakopoulou, Z. et al. Plant location factors: a field research. OPSEARCH 55, 749–786 (2018). https://doi.org/10.1007/s12597-018-0341-1
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DOI: https://doi.org/10.1007/s12597-018-0341-1