Logistics clusters: The impact of further agglomeration, training and firm size on collaboration and value added services

Collaboration and the provision of value added services are key benefits for companies located within logistics clusters. We hypothesize that within the context of logistics clusters, further agglomeration within the more defined logistics parks and the availability of training opportunities enhance those benefits. We control for the effect of firm size in the projected relationships and propose that firm size positively impacts the degree of benefits obtained. Based on data from a survey conducted in the Zaragoza (Spain) Logistics Cluster, and using structural equation modeling, we demonstrate that further agglomeration into a logistics park positively impacts collaboration, and more specifically transportation capacity sharing. We also demonstrate that training positively impacts collaboration between cluster residents, both in terms of transportation capacity sharing and resource sharing, as well as the provision of value added services. These causal relationships are the same for big and small firms. Finally, we confirm that larger firms show higher levels of collaboration and value added services. Implications for managers and policy makers are provided.

[1]  M. Sako.  Governing Supplier Parks Mari Sako Governing Supplier Parks : Implications for Firm Boundaries and Clusters , 2003 .

[2]  A. Marshall.  Principles of Economics , .

[3]  S. Appold,et al.  Agglomeration, Interorganizational Networks, and Competitive Performance in the U.S. Metalworking Sector , 1995 .

[4]  S. Rosenthal,et al.  Geography, Industrial Organization, and Agglomeration , 2003, Review of Economics and Statistics.

[5]  D. Morris,et al.  Supplier parks in the automotive industry , 2004 .

[6]  J. Horn,et al.  When is invariance not invarient: A practical scientist's look at the ethereal concept of factor invariance. , 1983 .

[7]  M. Porter.  Clusters and the new economics of competition. , 1998, Harvard business review.

[8]  T. Skjoett‐Larsen,et al.  Third party logistics – from an interorganizational point of view , 2000 .

[9]  A Maltz,et al.  OUTSOURCING THE WAREHOUSING FUNCTION: ECONOMIC AND STRATEGIC CONSIDERATIONS , 1994 .

[10]  Thomas J. Page,et al.  Causal modelling in nonexperimental research : an introduction to the LISREL approach , 1985, American Political Science Review.

[11]  E. Visser.  A Comparison of Clustered and Dispersed Firms in the Small-Scale Clothing Industry of Lima , 1999 .

[12]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[13]  Dominic Power,et al.  Working through Knowledge Pools: Labour Market Dynamics, the Transference of Knowledge and Ideas, and Industrial Clusters , 2004 .

[14]  Willem E. Saris,et al.  Causal modelling in nonexperimental research : an introduction to the LISREL approach , 1985, American Political Science Review.

[15]  Luigi Battezzati,et al.  Supply chains for FMCG and industrial products in Italy , 2000 .

[16]  Sam Ock Park.  Networks and embeddedness in the dynamic types of new industrial districts , 1996 .

[17]  Alain Verbeke,et al.  Multinational Enterprises and Clusters: An Organizing Framework , 2003 .

[18]  Booi H. Kam,et al.  Does human resource management contribute to the development of logistics and supply chain capabilities? An empirical study of logistics service providers in China , 2009 .

[19]  B. Wixted.  Logistics Clusters: Delivering Value and Driving Growth , 2015 .

[20]  Jonathan Q. Morgan.  Regional clusters and jobs for inner city workers: the case of transportation, distribution, and logistics , 2012 .

[21]  Jennifer Paige Montana,et al.  The Evolution of Regional Industry Clusters and Their Implications for Sustainable Economic Development , 2008 .

[22]  W. Cai,et al.  Analysis on the spatial distribution of logistics industry in the developed East Coast Area in China , 2010 .

[23]  Remko I. van Hoek,et al.  Postponed manufacturing supplementary to transportation services , 2000 .

[24]  VW's Modular System and Workers' Organization in Resende, Brazil* , 2002 .

[25]  Matthias Holweg,et al.  Co‐located supplier clusters: forms, functions and theoretical perspectives , 2008 .

[26]  E. Carmel,et al.  Israel's Silicon Wadi: The forces behind cluster formation , 2004 .

[27]  R. P. McDonald,et al.  Structural Equations with Latent Variables , 1989 .

[28]  F. Musso.  Is Industrial Districts Logistics Suitable for Industrial Parks? , 2013 .

[29]  Khalid Nadvi,et al.  Collective Efficiency and Collective Failure: The Response of the Sialkot Surgical Instrument Cluster to Global Quality Pressures , 1999 .

[30]  R. Chapman,et al.  Innovation in logistic services and the new business model : a conceptual framework , 2003 .

[31]  S. Presser,et al.  Questions and Answers in Attitude Surveys: Experiments on Question Form, Wording, and Context , 1996 .

[32]  Vanessa Hertzog,et al.  Design Evaluation And Analysis Of Questionnaires For Survey Research , 2016 .

[33]  T. S. Lee,et al.  Pooling Data Across Transparently Different Groups of Key Informants: Measurement Equivalence and Survey Research , 2008, Decis. Sci..

[34]  Sven Werner,et al.  Distributed Clustering of Autonomous Shipping Containers by Concept, Location, and Time , 2007, MATES.

[35]  P. Bentler,et al.  Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification , 1998 .

[36]  A McKinnon.  INTEGRATED LOGISTICS STRATEGIES. IN: HANDBOOK OF LOGISTICS AND SUPPLY-CHAIN MANAGEMENT , 2001 .

[37]  H. Bathelt.  Geographies of production: growth regimes in spatial perspective (II) - knowledge creation and growth in clusters , 2005 .

[38]  Yahaya Yusuf,et al.  A study of the diffusion of agility and cluster competitiveness in the oil and gas supply chains , 2014 .

[39]  Jan C. Fransoo,et al.  Proximity matters: synergies through co-location of logistics establishments , 2014 .

[40]  Valeria Belvedere,et al.  District's manufacturing performances: A comparison among large, small-to-medium-sized and district enterprises , 2006 .

[41]  H. Yamawaki.  The Evolution and Structure of Industrial Clusters in Japan , 2002 .

[42]  Tilman Altenburg,et al.  How to Promote Clusters: Policy Experiences from Latin America , 1999 .

[43]  Andrea Vinelli,et al.  Production and supply network strategies within the fashion industry , 2015 .

[44]  Peter W. de Langen,et al.  Collective action regimes in seaport clusters : the case of the lower Mississippi port cluster , 2005 .

[45]  Eileen Fisher,et al.  Industrial clusters and SME promotion in developing countries /Eileen Fisher and Rebecca Reuber , 2001 .

[46]  Hau L. Lee,et al.  Mass Customization at Hewlett-Packard : The Power of Postponement , 1999 .

[47]  SURVEY ON THE CHARACTERIZATION OF REGIONAL CLUSTERS: Initial Results , 2000 .

[48]  P. Lawrence,et al.  Organization and Environment: Managing Differentiation and Integration , 1967 .

[49]  Mark J. Holmes.  New Evidence on Long-Run Output Convergence Among Latin American Countries , 2005 .

[50]  M. Howard,et al.  Automotive supplier parks: An imperative for build-to-order? , 2006 .

[51]  Christine Nadel.  Logistics And Transportation Design And Planning , 2016 .

[52]  Allan S. Carrie,et al.  From integrated enterprises to regional clusters: the changing basis of competition , 2000 .

[53]  Mark Goh,et al.  On the Strategy of Supply Hubs for Cost Reduction and Responsiveness , 2003 .

[54]  F. Iannone.  The private and social cost efficiency of port hinterland container distribution through a regional logistics system , 2012 .

[55]  Guido Blasio,et al.  Do Workers Benefit from Industrial Agglomeration , 2005 .

[56]  W. Meredith.  Measurement invariance, factor analysis and factorial invariance , 1993 .

[57]  Elliot Rabinovich,et al.  Outsourcing of integrated logistics functions: An examination of industry practices , 1999 .

[58]  Willem E. Saris,et al.  Testing Structural Equation Models or Detection of Misspecifications? , 2009 .

[59]  J. Steenkamp,et al.  Assessing Measurement Invariance in Cross-National Consumer Research , 1998 .

[60]  A. Venables,et al.  Infrastructure, Geographical Disadvantage, Transport Costs, and Trade , 2001 .

[61]  William P. Anderson,et al.  E-commerce, Transportation, and Economic Geography , 2003 .

[62]  Roberta Rabellotti,et al.  Recovery of a Mexican Cluster: Devaluation Bonanza or Collective Efficiency? , 1999 .

[63]  Stephen Cahoon,et al.  The Role and Value of Collaboration in the Logistics Industry: An Empirical Study in Australia , 2016 .

[64]  Patricia J. Daugherty,et al.  The impact of operating environment on the formation of cooperative logistics relationships , 1997 .

[65]  K. Tanskanen,et al.  How logistics‐service providers can develop value‐added services for SMEs: a dyadic perspective , 2012 .

[66]  Olli Pekkarinen.  Northwest Russian transport logistics cluster: Finnish perspective , 2005 .

[67]  K. Jöreskog.  A general approach to confirmatory maximum likelihood factor analysis , 1969 .

[68]  John T. Bowen,et al.  Moving places: the geography of warehousing in the US , 2008 .

[69]  King Lun Choy,et al.  A knowledge-based logistics operations planning system for mitigating risk in warehouse order fulfillment , 2015 .

[70]  Hans-Christian Pfohl,et al.  Supplier parks in the German automotive industry : a critical comparison with similar concepts , 2005 .

[71]  Desirée Knoppen,et al.  A comprehensive assessment of measurement equivalence in operations management , 2015 .