Metaxas, Theodore and Duquenne, Marie Noelle (2015): Small and Medium Sized Firms’ Competitiveness and Territorial Characteristics by using a MLR approach.
Preview |
PDF
MPRA_paper_66848.pdf Download (857kB) | Preview |
Abstract
This paper investigates the importance of territorial characteristics on small and medium-sized firms’ (SMEs) competitiveness. The analysis is based on primary data collected through questionnaires from 374 firms located in Bari (Italy), Varna (Bulgaria) and Thessaloniki (Greece). These firms operate in the sectors of industry, commerce and services. Through Exploratory Factor Analysis (EFA), the contribution of a large set of territorial characteristics has been assessed allowing us to extract some important and comprehensive factors for firms’ competitiveness. Finally we implemented a multinomial logistic regression (MLR) in which the degree of firms’ competitiveness (Low, Medium, High) is specified as a function of the territorial components identified through EFA. Three categories of firms’ competitiveness are examined: competitiveness at national level, competitiveness against South-Eastern firms as well as North-Western firms. The MLR has been applied to all firms as well as to each one of the three sectors of activity. The results of the analysis confirm that the contribution of each major territorial component is largely conditioned by the type of competitiveness examined as well as the sector of activity.
Item Type: | MPRA Paper |
---|---|
Original Title: | Small and Medium Sized Firms’ Competitiveness and Territorial Characteristics by using a MLR approach |
English Title: | Small and Medium Sized Firms’ Competitiveness and Territorial Characteristics by using a MLR approach |
Language: | English |
Keywords: | Firms’ competitiveness, Territorial characteristics, Exploratory Factor Analysis, Multinomial Logistic Regression |
Subjects: | O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O18 - Urban, Rural, Regional, and Transportation Analysis ; Housing ; Infrastructure R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R11 - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R5 - Regional Government Analysis > R58 - Regional Development Planning and Policy |
Item ID: | 66848 |
Depositing User: | THEODORE METAXAS |
Date Deposited: | 24 Sep 2015 06:51 |
Last Modified: | 26 Sep 2019 11:52 |
References: | Abdi H. (2003) Factor Rotations in Factor Analyses, in “Encyclopedia of Social Sciences Research Methods”, M. Lewis-Beck, A. Bryman, T.L. Futing Tim (eds), 1-8. Thousand Oaks (CA): Sage Bargegil A, Modrego A.R, (2009) The impact of research and technology organizations on firm competitiveness: measurement and determinants, Paper presented at DRUIT Society Summer Conference, Copenhagen Business School, 17-19 June, Denmark Barney J (2001) Is the Resource-Based ‘View’ a useful perspective for management research?. Academy of management review, 26 (1): 41-46 Nizamettin B, Dozu G, (2008) Performance Measurement of Turkish and Chinese Manufacturing Firms: A Comparative Analysis. Eurasian Journal of Business and Economics, 1(2):71-83 Belso-Martinez A.J. 2009 Entrepreneurship policies and new business performance and growth: an empirical analysis based on manufacturing industries. Environment and Planning C: Government and Policy, 27(2): 195 – 215 Serkan B, Altintas V, (2011) An Application on the Relation of Managerial Control and Information Technology in Hotels. European Journal of Social Sciences, 25(1): 32-41 Budryte A. (2005) Corporate income taxation in Lithuanian in the context of the EU. Research in International Business and Finance, 19(2): 200-228 Chang C.S., Yang C-L, Cheng H-C, Sheu C, (2003) Manufacturing flexibility and business strategy: An empirical study of small and medium sized firms. International Journal of Production Economics, 83 (1): 13-26 Denford C, Mutandwa E, (2007) Measuring the determinants of brand preference in a dairy product market. African Journal of Business Management, 1(9): 230-137 Commission of European Communities, Directorate General for Regional Policies, (1993), New location factors for mobile investment in Europe, Final report in cooperation with Ernst-Young, Brussels, Luxembourg Costello, B. Anna and Osborne, W. Jason. 2005. “Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most From Your Analysis”. Practical Assessment, Research & Evaluation, 10(7), 1-9 Craglia M., Leontidou L, Nuvolati G, Schweikart J, (1999) Evaluation of the quality of life in European regions and cities. European Communities, Belgium. Cronbach, J. L, (1951) Coefficient alpha and the internal structure of tests. Psychometrika, 16: 297-334. Crozet M., Mayer T, Mucchlielli J-L, (2004) How do firms agglomerate?: A study of FDI in France. Regional Science and Urban Economics, 34 (1): 27-54 Cunningham W, Maloney W, (1999) Heterogeneity among Mexico's Micro-Enterprises: An Application of Factor and Cluster Analysis. World Bank Policy Research Working Paper No. 1999 D’Arcy E, Keogh G, (1999) The property market and urban competitiveness: a review. Urban Studies, 36 (5-6): 917-928 Davies T-A, (2001) Enchancing competitiveness in the manufacturing sector: key opportunities provided by inter firm clustering. Competitiveness Review, 11(2): 4-15 Deas I, and Giordano B, (2001) Conceptualizing and measuring urban competitiveness in major English cities: an exploratory approach. Environment and Planning A, 33(8): 1411-1429 Desai M, Foley C.F, Hitnes R.J.Jr, (2004) Economic effect of regional taxes Havens. NBER Working Paper, no. 10806 Devereux P.M, Griffith R, (1998) Taxes and the location of production: evidence from a panel of US multinationals. Journal of Public Economics, 68 (3): 335-367. Disdier A-C, Mayer T, (2004) How different is Eastern Europe? Structure and determinants of location choices by French firms in Eastern and Western Europe. Journal of Comparative Economics, 32(2): 280-296 Doeringer P, Evans-Klock C, Terkla D, (2004) What attracts high performance factories? Management culture and regional advantage. Regional Science and Urban Economics, 34(5): 591-618 Doutriaux J, (2003) University-Industry linkages and the development of knowledge clusters in Canada. Local Economy, 18 (1): 63-79 Doutriaux J, Barker M, (1995) The university-industry relationship in science and technology. Occasional Paper, no.11: 24-31, August, Industry Canada European Commission (2003), Structural policies and European territories: Competitiveness, sustainable development and cohesion in Europe. From Lisbon to Gothenburg. Luxembourg: Office for Official Publications of the European Communities Forina M., Armanino D, Lanteri S, Leardi R, (1988) Methods of Varimax Rotation in Factor Analysis with Applications in Clinical and Food Chemistry, Journal of Chemometrics, 3(S1): 115-125 Fuller C, Bennett J.R, Ramsden M, (2003) Οrganising for inward investments? Development agencies, local government and firms in the inward investment process. Environment and Planning A, 35(11): 2025-2051 Galindo-Rueda F, Haskel J, (2005) Skills, Workforce Characteristics and Firm-Level Productivity: Evidence from the Matched ABI/Employer Skills Survey. Discussion Paper Series, IZA DR, no. 1542, Bonn, Germany George D, Mallery P, (2003) SPSS for Windows step by step: A simple guide and reference. 11.0 update. (4th ed.), Boston: Allyn & Bacon. Glaeser L.E., Kolko J, Saiz A, (2001) Consumer City. Journal of Economic Geography, 1 (1): 27-50. Graham J. D, (2007) Agglomeration Economies and Transport Investment. Discussion Paper, no.2007-11, Imperial College, University of London, London Hall T, (1998) Urban Geography. N.Y, Routledge eds. Harrighton W.J, Warf B, (1995) Industrial Location, Principles, Practice and Policies. London, Routledge Head K, Mayer T, (2004) Market Potential and the Location of Japanese Investment in the European Union. Review of Economics and Statistics, 86(4): 959-972. Head K, Ries C.J, Swenson D, (1999) Attracting Foreign Manufacturing: Investment Promotion and Agglomeration. Regional Science and Urban Economics, 29(2): 197-218. Henderson J.V, (1986) Urbanisation in a Developing Country: City size and Population Composition. Journal of Development Economics, 22(2): 269-293 Henderson R, Cockburn I, (1994) Measuring Competence? Exploring Firm Effects in Pharmaceutical Research. Working Paper, no. 3712, MIT, Sloan School of Management Herrin N. A, Pernia, M.E, (1987) Factors Influencing the Choice of Location: Local and Foreign Firms in Philippines. Regional Studies, 21(6): 531-541 Herzberg F, Maunser B, Snyderman B, (1959) The motivation to work. Wiley, New York Hope C, Klemm S.M, (2001) Tourism in difficult areas revisited: the case of Bradford. Tourism Management, 22(6): 629-635 Jelenc L, (2007) Testing Validity and Reliability of Classical and Contemporary School of Strategic Management. International Journal of Education and Information Technologies, 3(1):172-176 Johansson U, Elg U, (2002) Relationships as entry barriers: a network perspective. Scandinavian Journal of Management, 18(3): 393-419 Kaiser F.H., (1958) The varimax criterion for analytic rotation in factor analysis. Psychometrika, 23(3): 187-200 Keune M, (2001) Regions, regional institutions and regional development. SEED Working Paper, no.16, International Labour Office, Geneva Kumar R, Chadee D, (2002) International Competitiveness of Asian Firms: An analytical framework. ERD Working Paper Series No. 4, February, Asian Development Bank Locke A.E, (1976) The nature and causes of job satisfaction. In Handbook of Industrial and Organisation Psychology, Dunnette, D. M. (eds), 1297-1349, Chicago, Rand McNally Marlet G, van Woerkens C, (2005) Tolerance, aesthetics, amenities or jobs? Dutch city attraction to the creative class. Discussion Paper Series, no. 05-33, Tjalling C. Koopmans Research Institute, Utrecht School of Economics, Utrecht University Maskell P, Malmberg A, (1999) The competitiveness of firms and regions: ‘Ubiquitification’ and the importance of localized learning. European Urban and Regional Studies, 6(1): 9-25 McLarney C, (2001) Strategic planning-effectiveness-environment linkage: a case study. Management Decision, 39(10): 809 - 817 Metaxas T, (2011) The Entrepreneurial Capacity Of Local Authorities In South-Eastern Europe - An Enterprise Perspective. Romanian Economic Business Review, 6(1): 18-36 Mukherji A, Hurtado P, (2001) Interpreting, categorizing and responding to the environment: the role of culture in strategic problem definition. Management Decision, 39(2): 105 - 112 Nachum L, Keeble D, (2003) MNE linkages and localized clusters: foreign and indigenous firms in the media cluster of Central London. Journal of International Management, 9(2): 171-192 Nunnally C. J, (1967) Psychometric Theory. New York: McGraw Hill Papadaskalopoulos A, Karaganis A, Christofakis M, (2005) The spatial impact of EU Pan-European transport axes: City clusters formation in the Balkan Area and development perspectives. Transport Policy, 12(6):488-499 Parida V, (2008) Small Firm Capabilities for Competitiveness: An empirical study of ICT related small Swedish firms. Doctoral Thesis, Lulea University of Technology Department of Business Administration and Social Science Entrepreneurship Parsons E, Broadbridge A, (2006) Job motivation and satisfaction: Unpacking the factors for charity shop Managers. Journal of Retailing and Consumer Services, 13(2): 121-131 Pison G, Rousseeuw J.P, Filzmoser P, Croux C, (2003) Robust factor analysis. Journal of Multivariate Analysis, 84(1): 145-172 Porter E.M, (2000) Location, competition and economic development: local clusters in the global economy. Economic Development Quarterly, 14(1): 15-31 Redding S, Venables A, (2004) Economic geography and international inequality. Journal of International Economics 62(1): 53-82 Rogerson J. R, (1999) Quality of Life and city competitiveness. Urban Studies 36(5-6): 969-985 Rogerson P, (2001) Statistical Methods for Geography. London: Sage Rust T.R, Cooil B, (1994) Reliability Measures for Qualitative Data: Theory and Implications. Journal of Marketing Research, XXXI (February), 1-14 Shangqin H., McCann P, Oxley L, (2009) Innovation in New Zealand: Issues of Firm Size, Local Market Size and Economic Geography. Working Paper, no.4, Department of Economics, University of Canterbury, New Zeeland Stathakopoulos V, (2005) Market Research Methods. Stamoulis (eds), Athens Trofimenko N, (2010) Factors Affecting Location Decisions of the Economic Headliners – Exporters and Foreign-Owned Firms – in China. Kiel Working Papers, no.1645/ August 2010, Kiel Institute for the World Economy Twomey F.D, (2002) Organisational Competitiveness: Building performance and learning. Competitiveness Review, 12(2): 1-12 Vazquez-Rozas E, (2009) Foreign direct investment in the Southern and the new acceding European countries: Replacement of activities?. Regional and Sectoral Economic Studies, 9(1): 117-128 Vickerman R, (1996) Location, accessibility and regional development: the appraisal of trans-European Networks. Transport Policy, 2(4):225-234 Wernerfelt B, (1984) A Resource-based view of the firm. Strategic Management Journal, 5:171-180 (March) Wheeler D, Mody A, (1992) International Investment Location Decisions: The Case of U.S. Firms. Journal of International Economics 33(1-2): 57-76. White H, (1980) A heteroskedasticity-consistent covariance matrix and a direct test for heteroskedasticity. Econometrica, 48(4): 817-838. Zhu J, (2000) The impact of industrial land use policy on industrial change. Land Use Policy, 17(1): 21-28 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/66848 |