Technological interdependence and regional growth in Europe: Proximity and synergy in knowledge spillovers

The economic growth literature suggests that knowledge spillovers are subject to distance decay effects. In this paper the main aim is to provide a theoretical framework and empirical evidence on the role played by other kinds of proximities, namely relational, social and technological proximity, in...

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Published inPapers in regional science Vol. 91; no. 4; pp. 697 - 722
Main Authors Basile, Roberto, Capello, Roberta, Caragliu, Andrea
Format Journal Article
LanguageEnglish
Published Oxford, UK Blackwell Publishing Ltd 01.11.2012
Wiley-Blackwell
Springer
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Abstract The economic growth literature suggests that knowledge spillovers are subject to distance decay effects. In this paper the main aim is to provide a theoretical framework and empirical evidence on the role played by other kinds of proximities, namely relational, social and technological proximity, in explaining productivity growth. Using a sample of 249 EU 27 NUTS 2 regions in the period 1990–2004, semiparametric spatial autoregressive models are estimated. Results provide evidence of a positive role of social and relational proximities as important channels of knowledge spillovers, and on the fact that, when simultaneously present, different kinds of proximities generate synergic effects on growth. Resumen La literatura sobre el crecimiento económico sugiere que los spillovers de conocimiento están sujetos a efectos de deterioro por distancia. El objetivo principal de este artículo es proporcionar un marco teórico y pruebas empíricas sobre el papel desempeñado por otros tipos de proximidades (relacional, social y tecnológica), a la hora de explicar el crecimiento de la productividad. Utilizando una muestra de 249 regiones NUTS 2 de la UE 27 para el período 1990‐2004, se estiman modelos autorregresivos espaciales semiparamétricos. Los resultados aportan pruebas del papel positivo de las proximidades sociales y relacionales como canales importantes de spillovers de conocimientos, y del hecho de que, cuando se presentan simultáneamente, los diferentes tipos de proximidades generan efectos sinérgicos sobre el crecimiento.
AbstractList The economic growth literature suggests that knowledge spillovers are subject to distance decay effects. In this paper the main aim is to provide a theoretical framework and empirical evidence on the role played by other kinds of proximities, namely relational, social and technological proximity, in explaining productivity growth. Using a sample of 249 EU 27 NUTS 2 regions in the period 1990-2004, semiparametric spatial autoregressive models are estimated. Results provide evidence of a positive role of social and relational proximities as important channels of knowledge spillovers, and on the fact that, when simultaneously present, different kinds of proximities generate synergic effects on growth. Resumen La literatura sobre el crecimiento económico sugiere que los spillovers de conocimiento están sujetos a efectos de deterioro por distancia. El objetivo principal de este artículo es proporcionar un marco teórico y pruebas empíricas sobre el papel desempeñado por otros tipos de proximidades (relacional, social y tecnológica), a la hora de explicar el crecimiento de la productividad. Utilizando una muestra de 249 regiones NUTS 2 de la UE 27 para el período 1990-2004, se estiman modelos autorregresivos espaciales semiparamétricos. Los resultados aportan pruebas del papel positivo de las proximidades sociales y relacionales como canales importantes de spillovers de conocimientos, y del hecho de que, cuando se presentan simultáneamente, los diferentes tipos de proximidades generan efectos sinérgicos sobre el crecimiento.
The economic growth literature suggests that knowledge spillovers are subject to distance decay effects. In this paper the main aim is to provide a theoretical framework and empirical evidence on the role played by other kinds of proximities, namely relational, social and technological proximity, in explaining productivity growth. Using a sample of 249 EU 27 NUTS 2 regions in the period 1990–2004, semiparametric spatial autoregressive models are estimated. Results provide evidence of a positive role of social and relational proximities as important channels of knowledge spillovers, and on the fact that, when simultaneously present, different kinds of proximities generate synergic effects on growth. Resumen La literatura sobre el crecimiento económico sugiere que los spillovers de conocimiento están sujetos a efectos de deterioro por distancia. El objetivo principal de este artículo es proporcionar un marco teórico y pruebas empíricas sobre el papel desempeñado por otros tipos de proximidades (relacional, social y tecnológica), a la hora de explicar el crecimiento de la productividad. Utilizando una muestra de 249 regiones NUTS 2 de la UE 27 para el período 1990‐2004, se estiman modelos autorregresivos espaciales semiparamétricos. Los resultados aportan pruebas del papel positivo de las proximidades sociales y relacionales como canales importantes de spillovers de conocimientos, y del hecho de que, cuando se presentan simultáneamente, los diferentes tipos de proximidades generan efectos sinérgicos sobre el crecimiento.
The economic growth literature suggests that knowledge spillovers are subject to distance decay effects. In this paper the main aim is to provide a theoretical framework and empirical evidence on the role played by other kinds of proximities, namely relational, social and technological proximity, in explaining productivity growth. Using a sample of 249 EU 27 NUTS 2 regions in the period 1990-2004, semiparametric spatial autoregressive models are estimated. Results provide evidence of a positive role of social and relational proximities as important channels of knowledge spillovers, and on the fact that, when simultaneously present, different kinds of proximities generate synergic effects on growth. // ABSTRACT IN : Resumen La literatura sobre el crecimiento económico sugiere que los spillovers de conocimiento están sujetos a efectos de deterioro por distancia. El objetivo principal de este artí ;culo es proporcionar un marco teórico y pruebas empíricas sobre el papel desempeñado por otros tipos de proximidades (relacional, social y tecnológica), a la hora de explicar el crecimiento de la productividad. Utilizando una muestra de 249 regiones NUTS 2 de la UE 27 para el período 1990-2004, se estiman modelos autorregresivos espaciales semiparamé ;tricos. Los resultados aportan pruebas del papel positivo de las proximidades sociales y relacionales como canales importantes de spillovers de conocimientos, y del hecho de que, cuando se presentan simultáneamente, los diferentes tipos de proximidades generan efectos sinérgicos sobre el crecimiento. Reprinted by permission of Blackwell Publihing
Author Caragliu, Andrea
Basile, Roberto
Capello, Roberta
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  fullname: Basile, Roberto
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  givenname: Roberta
  surname: Capello
  fullname: Capello, Roberta
  organization: Politecnico di Milano, Dep. BEST, Piazza Leonardo 32, 20133 Milan (MI), Italy (e-mail: roberta.capello@polimi.it, andrea.caragliu@polimi.it)
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  givenname: Andrea
  surname: Caragliu
  fullname: Caragliu, Andrea
  organization: Politecnico di Milano, Dep. BEST, Piazza Leonardo 32, 20133 Milan (MI), Italy (e-mail: roberta.capello@polimi.it, andrea.caragliu@polimi.it)
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Issue 4
Keywords Measurement
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Regional economy
Proximity
Economic growth
Knowledge spillovers
Model
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References Jaffe AB (1989) Real effects of academic research. American Economic Review 79: 957-970
Ponds R, van Oort F, Frenken K (2007) The geographical and institutional proximity of research collaboration. Papers in Regional Science, 86: 423-443
Williamson JG (1965) Regional inequality and the process of national development: A description of the patterns. Economic development and cultural change 13: 3-45.
Marshall A (1920) Principles of economics. Macmillan, London
Almeida P, Kogut B (1999) Localization of knowledge and the mobility of engineers in regional networks. Management Science 45: 905-927
Guiso L, Sapienza P, Zingales L (2006) Does culture affect economic outcomes? The Journal of Economic Perspectives 20: 23-48
De Benedictis L, Tajoli L (2007) Economic integration and similarity in trade structures. Empirica 34: 117-137
Eaton J, Kortum S (1996) Trade in ideas: Patenting and productivity in the OECD. Journal of International Economics 40: 251-278
Fukuyama F (1995) Trust: The social virtues and the creation of prosperity. Free Press, New York
Hauser C, Tappeiner G, Walde J (2007) The learning region: The impact of social capital and weak ties on innovation. Regional Studies 41: 75-88
Venables W, Ripley B (2002) Modern applied statistics with S-Plus. Springer-Verlag, New York
Maggioni M, Uberti E (2009) Knowledge networks across Europe: Which distance matters? Annals of Regional Science 43: 691-720
Acs Z, Audretsch D, Feldman M (1994) R&D spillovers and recipient firm size. Review of Econmics and Statistics 76: 336-340
Azariadis C, Drazen A (1990) Threshold externalities in economic development. Quarterly Journal of Economics 105: 501-526
Putnam RD, Robert L, Nanetti R (1993) Making democracy work: Civic traditions in modern Italy. Princeton University Press, Princeton, NJ
Fischer M, Scherngell T, Jansenber E (2006) The geography of knowledge spillovers between high-technology firms in Europe: Evidence from a spatial interaction modeling perspective. Geographical Analysis 38: 288-309
Scherngell T, Barber MJ (2009a) Distinct spatial characteristics of industrial and public research collaborations: Evidence from the fifth EU Framework Programme. The Annals of Regional Science 43: 839-858
Bellet M, Colletis G, Lung Y (1993) Introduction au numéro special sur l'économie de proximité. Révue d'économie régionale et urbaine 3: 357-364
Basile R (2008) Regional economic growth in Europe: A semiparametric spatial dependence approach. Papers in Regional Science 87: 527-544
Canter U, Meder A (2007) Technological proximity and the choice of a cooperation partner. Journal of Economic Interaction and Coordination 2: 45-65
Maier G, Sedlacek S (2005) Spillovers and innovations. Springer-Verlag, Vienna
Breschi S, Lissoni F (2001) Localised knowledge spillovers vs. innovative milieux: Knowledge 'tacitness' reconsidered. Papers in Regional Science 80: 255-273
Capello R, Caragliu A, Nijkamp P (2011) Territorial capital and regional growth: Increasing returns in knowledge use. Tijdschrift voor Economische en Sociale Geografie 102: 385-405
Keeble D, Wilkinson F (1999) Collective learning and knowledge development in the evolution of regional clusters of high-technology SMS in Europe. Regional Studies 33: 295-303
Kammann EE, Wand MP (2003) Geoadditive models. Journal of the Royal Statistical Society, Series C (Applied Statistics) 52: 1-18
Ertur C, Koch W (2011) A contribution to the Schumpeterian growth theory and empirics. Journal of Economic Growth 16: 215-255
Capello R (2007) Regional economics. Routledge, London
Lòpez-Bazo E, Vayà E, Artìs M (2004) Regional externalities and growth: Evidence from European regions. Journal of Regional Science 44: 43-73
Orlando MJ (2004) Measuring spillovers from industrial R&D: On the importance of geographic and technological proximity. RAND Journal of Economics 35: 777-786
Beugelsdijk S, van Schaik T (2005) Social capital and growth in European regions: An empirical test. European Journal of Political Economy 21: 301-324
Bray JR, Curtis JT (1957) An ordination of the upland forest communities of Southern Wisconsin. Ecological Monographies 27: 325-349
Morgan JN, Sonquist JA (1963) Problems in the analysis of survey data, and a proposal. Journal of the American Statistical Association 58: 415-434
Kelvyn J, Wrigley N (1995) Generalized additive models, graphical diagnostics, and logistic regression. Geographical Analysis 27: 1-18
Kelejian HH, Prucha IR (1998) A generalized spatial two-stage least squares procedure for estimating a spatial autoregressive model with autoregressive disturbances. Journal of Real Estate Finance and Economics 17: 99-121
Autant-Bernard C, LeSage J (2011) Quantifying knowledge spillovers using spatial econometric models. Journal of Regional Science 51: 471-496
Aydalot P (ed) (1986) Milieux innovateur en Europe. Group de Recherche Européen sur les Milieux Innovateurs (GREMI), Paris
Henderson R, Jaffe AB, Trajtenberg M (1993) Geographical localization of knowledge spillovers as evidenced by patent citations. Quarterly Journal of Economics 108: 577-598
Akerlof G A (1997) Social distance and social decision. Econometrica 65: 1005-1027
Moreno-Serrano R, Paci R, Usai S (2005) Geographical and sectoral clusters of innovation in Europe. The Annals of Regional Science 39: 715-739
Henderson JV (2003 )Marshall's scale economies. Journal of Urban Economics 43: 1-28
Ertur C, Koch W (2007) Growth, technological interdependence and spatial externalities: Theory and evidence. Journal of Applied Econometrics 22: 1033-1062
Glaeser EL, Liaison DI, Scheinkman JA, Soutter CL (2000) Measuring trust. The Quarterly Journal of Economics 115: 811-846
Fischer M (2006) Innovation, networks and knowledge spillovers: Selected essays. Springer Verlag, Berlin
Easterly W, Levine R (2001) It's not factor accumulation: Stylized facts and growth models. World Bank Economic Review 15: 177-219
Capello R (2009b) Indivisibilities, synergy and proximity: The need for an integrated approach to agglomeration economies. Tijdschrift voor Economische en Sociale Geografie 100: 145-159
Aldieri L, Cincera M (2009) Geographic and technological R&D spillovers within the triad: Micro evidence from US patents. The Journal of Technology Transfer 34: 196-211
Lundvall BA, Johnson B (1994) The learning economy. Journal of Industry Studies 1: 23-42
Mora T, Moreno R (2010) Specialisation changes in European regions: The role played by externalities across regions. Journal of Geographical Systems 12: 311-334
Coleman JS (1988) Social capital in the creation of human capital. American Journal of Sociology 94: S95-S120
Putnam RD (2000) Bowling alone. Simon and Schuster, New York
Sala A, Landoni P, Verganti R (2011) R&D networks: An evaluation framework. International Journal of Technology Management 53: 19-43
Capello R (2009a) Spatial spillovers and regional growth. European Planning Studies 17: 639-658
Knack S, Keefer P (1997) Does social capital have an economic payoff? A cross-country investigation. Quarterly Journal of Economics 112: 1251-1288
Boschma RA (2005) Proximity and innovation: A critical assessment. Regional Studies 39: 61-74
Feldman M, Audretsch D (1999) Innovation in cities: Science-based diversity, specialization and localized competition. European Economic Review 43: 409-429
Rallet A, Torre A (eds) (1995) Économie industrielle et économie spatiale. Economica, Paris
Anselin L (2004) Spatial externalities, spatial multipliers and spatial econometrics. International Regional Science Review 26: 153-166
Ciccone A (2002 )Agglomeration effects in Europe. European Economic Review 46: 213-227
Augustin N, Musio M, von Wilpert K, Kublin E, Wood S, Schumacher M (2009) Modelling spatio-temporal forest health monitoring data. Journal of the American Statistical Association 104: 899-911
Bode E (2004) The spatial pattern of localized R&D spillovers: An empirical investigation for Germany. Journal of Economic Geography 4: 43-64
Cappellin R (2003) Territorial knowledge management: Towards a metrics of the relational dimension of agglomeration economies. International Journal of Technology Management 26: 303-325
Coe DT, Helpman E (1995) International R&D spillovers. European Economic Review 39: 859-887
Frenken K, Ponds R, van Oort F (2010) The citation impact of research collaboration in science-based industries: A spatial-institutional analysis. Papers in Regional Science 89: 351-371
LeSage J, Pace RK (2009) Introduction to spatial econometrics. Taylor & Francis Group, London
Maggioni M, Nosvelli M, Uberti E (2007) Space versus networks in the geography of innovation: A European analysis. Papers in Regional Science 86: 471-493
Mankiw NG, Romer D, Weil DN (1992) A contribution to the empirics of economic growth. Quarterly Journal of Economics 107: 407-437
Capello R (1999) Spatial transfer of knowledge in high-technology milieux: Learning vs collective learning processes. Regional Studies 33: 353-365
Wood SN (2006) Generalized additive models: An introduction with R. Chapman & Hall/CRC, Boca Raton, FL
Scherngell T, Barber MJ (2009b) Spatial interaction modelling of cross-region R&D collaborations: Empirical evidence from the 5th EU Framework Programme. Papers in Regional Science 88: 531-546
Basile R (2009) Productivity polarization across regions in Europe: The role of nonlinearities and spatial dependence. International Regional Science Review 32: 92-115
2010; 12
1990; 105
2009b; 88
2009; 43
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1995; 39
2009a; 43
2006; 38
2004; 26
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2004; 4
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1999; 43
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2000
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1983
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1993
2004
2003
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Aldieri (10.1111/j.1435-5957.2012.00438.x_b3) 2009; 34
Bray (10.1111/j.1435-5957.2012.00438.x_b20) 1957; 27
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Putnam (10.1111/j.1435-5957.2012.00438.x_b75) 2000
Cappellin (10.1111/j.1435-5957.2012.00438.x_b32) 2003; 26
Venables (10.1111/j.1435-5957.2012.00438.x_b83) 2002
Capello (10.1111/j.1435-5957.2012.00438.x_b31) 2011; 102
Ciccone (10.1111/j.1435-5957.2012.00438.x_b33) 2002; 46
Kelejian (10.1111/j.1435-5957.2012.00438.x_b1003) 1998; 17
Maier (10.1111/j.1435-5957.2012.00438.x_b65) 2005
Autant‐Bernard (10.1111/j.1435-5957.2012.00438.x_b7) 2011; 51
(10.1111/j.1435-5957.2012.00438.x_b1002) 1999
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Capello (10.1111/j.1435-5957.2012.00438.x_b30) 2009; 100
Capello (10.1111/j.1435-5957.2012.00438.x_b28) 2007
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LeSage (10.1111/j.1435-5957.2012.00438.x_b62) 2009
Akerlof (10.1111/j.1435-5957.2012.00438.x_b2) 1997; 65
Putnam (10.1111/j.1435-5957.2012.00438.x_b76) 1993
Capello (10.1111/j.1435-5957.2012.00438.x_b29) 2009; 17
Eaton (10.1111/j.1435-5957.2012.00438.x_b39) 1996; 40
Feldman (10.1111/j.1435-5957.2012.00438.x_b42) 1999; 43
Rallet (10.1111/j.1435-5957.2012.00438.x_b77) 1995
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Boschma (10.1111/j.1435-5957.2012.00438.x_b18) 2005; 39
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Coleman (10.1111/j.1435-5957.2012.00438.x_b35) 1988; 94
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Guiso (10.1111/j.1435-5957.2012.00438.x_b49) 2006; 20
Azariadis (10.1111/j.1435-5957.2012.00438.x_b9) 1990; 105
Kelvyn (10.1111/j.1435-5957.2012.00438.x_b58) 1995; 27
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Capello (10.1111/j.1435-5957.2012.00438.x_b27) 1999; 33
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Frenken (10.1111/j.1435-5957.2012.00438.x_b45) 2010; 89
Scherngell (10.1111/j.1435-5957.2012.00438.x_b82) 2009; 88
Knack (10.1111/j.1435-5957.2012.00438.x_b59) 1997; 112
Mankiw (10.1111/j.1435-5957.2012.00438.x_b68) 1992; 107
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Fukuyama (10.1111/j.1435-5957.2012.00438.x_b46) 1995
References_xml – reference: Capello R (1999) Spatial transfer of knowledge in high-technology milieux: Learning vs collective learning processes. Regional Studies 33: 353-365
– reference: Easterly W, Levine R (2001) It's not factor accumulation: Stylized facts and growth models. World Bank Economic Review 15: 177-219
– reference: Aydalot P (ed) (1986) Milieux innovateur en Europe. Group de Recherche Européen sur les Milieux Innovateurs (GREMI), Paris
– reference: Cappellin R (2003) Territorial knowledge management: Towards a metrics of the relational dimension of agglomeration economies. International Journal of Technology Management 26: 303-325
– reference: Almeida P, Kogut B (1999) Localization of knowledge and the mobility of engineers in regional networks. Management Science 45: 905-927
– reference: De Benedictis L, Tajoli L (2007) Economic integration and similarity in trade structures. Empirica 34: 117-137
– reference: Beugelsdijk S, van Schaik T (2005) Social capital and growth in European regions: An empirical test. European Journal of Political Economy 21: 301-324
– reference: Capello R, Caragliu A, Nijkamp P (2011) Territorial capital and regional growth: Increasing returns in knowledge use. Tijdschrift voor Economische en Sociale Geografie 102: 385-405
– reference: Keeble D, Wilkinson F (1999) Collective learning and knowledge development in the evolution of regional clusters of high-technology SMS in Europe. Regional Studies 33: 295-303
– reference: Putnam RD, Robert L, Nanetti R (1993) Making democracy work: Civic traditions in modern Italy. Princeton University Press, Princeton, NJ
– reference: Akerlof G A (1997) Social distance and social decision. Econometrica 65: 1005-1027
– reference: Capello R (2009b) Indivisibilities, synergy and proximity: The need for an integrated approach to agglomeration economies. Tijdschrift voor Economische en Sociale Geografie 100: 145-159
– reference: Bray JR, Curtis JT (1957) An ordination of the upland forest communities of Southern Wisconsin. Ecological Monographies 27: 325-349
– reference: LeSage J, Pace RK (2009) Introduction to spatial econometrics. Taylor & Francis Group, London
– reference: Putnam RD (2000) Bowling alone. Simon and Schuster, New York
– reference: Ciccone A (2002 )Agglomeration effects in Europe. European Economic Review 46: 213-227
– reference: Ponds R, van Oort F, Frenken K (2007) The geographical and institutional proximity of research collaboration. Papers in Regional Science, 86: 423-443
– reference: Bellet M, Colletis G, Lung Y (1993) Introduction au numéro special sur l'économie de proximité. Révue d'économie régionale et urbaine 3: 357-364
– reference: Capello R (2009a) Spatial spillovers and regional growth. European Planning Studies 17: 639-658
– reference: Bode E (2004) The spatial pattern of localized R&D spillovers: An empirical investigation for Germany. Journal of Economic Geography 4: 43-64
– reference: Scherngell T, Barber MJ (2009a) Distinct spatial characteristics of industrial and public research collaborations: Evidence from the fifth EU Framework Programme. The Annals of Regional Science 43: 839-858
– reference: Williamson JG (1965) Regional inequality and the process of national development: A description of the patterns. Economic development and cultural change 13: 3-45.
– reference: Guiso L, Sapienza P, Zingales L (2006) Does culture affect economic outcomes? The Journal of Economic Perspectives 20: 23-48
– reference: Moreno-Serrano R, Paci R, Usai S (2005) Geographical and sectoral clusters of innovation in Europe. The Annals of Regional Science 39: 715-739
– reference: Glaeser EL, Liaison DI, Scheinkman JA, Soutter CL (2000) Measuring trust. The Quarterly Journal of Economics 115: 811-846
– reference: Boschma RA (2005) Proximity and innovation: A critical assessment. Regional Studies 39: 61-74
– reference: Jaffe AB (1989) Real effects of academic research. American Economic Review 79: 957-970
– reference: Basile R (2008) Regional economic growth in Europe: A semiparametric spatial dependence approach. Papers in Regional Science 87: 527-544
– reference: Orlando MJ (2004) Measuring spillovers from industrial R&D: On the importance of geographic and technological proximity. RAND Journal of Economics 35: 777-786
– reference: Aldieri L, Cincera M (2009) Geographic and technological R&D spillovers within the triad: Micro evidence from US patents. The Journal of Technology Transfer 34: 196-211
– reference: Mankiw NG, Romer D, Weil DN (1992) A contribution to the empirics of economic growth. Quarterly Journal of Economics 107: 407-437
– reference: Mora T, Moreno R (2010) Specialisation changes in European regions: The role played by externalities across regions. Journal of Geographical Systems 12: 311-334
– reference: Knack S, Keefer P (1997) Does social capital have an economic payoff? A cross-country investigation. Quarterly Journal of Economics 112: 1251-1288
– reference: Augustin N, Musio M, von Wilpert K, Kublin E, Wood S, Schumacher M (2009) Modelling spatio-temporal forest health monitoring data. Journal of the American Statistical Association 104: 899-911
– reference: Fischer M (2006) Innovation, networks and knowledge spillovers: Selected essays. Springer Verlag, Berlin
– reference: Maier G, Sedlacek S (2005) Spillovers and innovations. Springer-Verlag, Vienna
– reference: Frenken K, Ponds R, van Oort F (2010) The citation impact of research collaboration in science-based industries: A spatial-institutional analysis. Papers in Regional Science 89: 351-371
– reference: Rallet A, Torre A (eds) (1995) Économie industrielle et économie spatiale. Economica, Paris
– reference: Maggioni M, Nosvelli M, Uberti E (2007) Space versus networks in the geography of innovation: A European analysis. Papers in Regional Science 86: 471-493
– reference: Wood SN (2006) Generalized additive models: An introduction with R. Chapman & Hall/CRC, Boca Raton, FL
– reference: Morgan JN, Sonquist JA (1963) Problems in the analysis of survey data, and a proposal. Journal of the American Statistical Association 58: 415-434
– reference: Ertur C, Koch W (2011) A contribution to the Schumpeterian growth theory and empirics. Journal of Economic Growth 16: 215-255
– reference: Venables W, Ripley B (2002) Modern applied statistics with S-Plus. Springer-Verlag, New York
– reference: Sala A, Landoni P, Verganti R (2011) R&D networks: An evaluation framework. International Journal of Technology Management 53: 19-43
– reference: Coe DT, Helpman E (1995) International R&D spillovers. European Economic Review 39: 859-887
– reference: Lòpez-Bazo E, Vayà E, Artìs M (2004) Regional externalities and growth: Evidence from European regions. Journal of Regional Science 44: 43-73
– reference: Marshall A (1920) Principles of economics. Macmillan, London
– reference: Autant-Bernard C, LeSage J (2011) Quantifying knowledge spillovers using spatial econometric models. Journal of Regional Science 51: 471-496
– reference: Basile R (2009) Productivity polarization across regions in Europe: The role of nonlinearities and spatial dependence. International Regional Science Review 32: 92-115
– reference: Henderson JV (2003 )Marshall's scale economies. Journal of Urban Economics 43: 1-28
– reference: Coleman JS (1988) Social capital in the creation of human capital. American Journal of Sociology 94: S95-S120
– reference: Anselin L (2004) Spatial externalities, spatial multipliers and spatial econometrics. International Regional Science Review 26: 153-166
– reference: Lundvall BA, Johnson B (1994) The learning economy. Journal of Industry Studies 1: 23-42
– reference: Henderson R, Jaffe AB, Trajtenberg M (1993) Geographical localization of knowledge spillovers as evidenced by patent citations. Quarterly Journal of Economics 108: 577-598
– reference: Fukuyama F (1995) Trust: The social virtues and the creation of prosperity. Free Press, New York
– reference: Kammann EE, Wand MP (2003) Geoadditive models. Journal of the Royal Statistical Society, Series C (Applied Statistics) 52: 1-18
– reference: Canter U, Meder A (2007) Technological proximity and the choice of a cooperation partner. Journal of Economic Interaction and Coordination 2: 45-65
– reference: Scherngell T, Barber MJ (2009b) Spatial interaction modelling of cross-region R&D collaborations: Empirical evidence from the 5th EU Framework Programme. Papers in Regional Science 88: 531-546
– reference: Maggioni M, Uberti E (2009) Knowledge networks across Europe: Which distance matters? Annals of Regional Science 43: 691-720
– reference: Feldman M, Audretsch D (1999) Innovation in cities: Science-based diversity, specialization and localized competition. European Economic Review 43: 409-429
– reference: Capello R (2007) Regional economics. Routledge, London
– reference: Fischer M, Scherngell T, Jansenber E (2006) The geography of knowledge spillovers between high-technology firms in Europe: Evidence from a spatial interaction modeling perspective. Geographical Analysis 38: 288-309
– reference: Kelvyn J, Wrigley N (1995) Generalized additive models, graphical diagnostics, and logistic regression. Geographical Analysis 27: 1-18
– reference: Eaton J, Kortum S (1996) Trade in ideas: Patenting and productivity in the OECD. Journal of International Economics 40: 251-278
– reference: Ertur C, Koch W (2007) Growth, technological interdependence and spatial externalities: Theory and evidence. Journal of Applied Econometrics 22: 1033-1062
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Snippet The economic growth literature suggests that knowledge spillovers are subject to distance decay effects. In this paper the main aim is to provide a theoretical...
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SubjectTerms Bgi / Prodig
Economic growth
Empirical research
Europe
European Regions
General and multiregional studies
Productivity
R11
Regional development
Relational proximity
semiparametric additive models
social proximity
Spillovers
Technological dependence
technological proximity
The economics
Vector-autoregressive models
Title Technological interdependence and regional growth in Europe: Proximity and synergy in knowledge spillovers
URI https://api.istex.fr/ark:/67375/WNG-WMBG6R74-6/fulltext.pdf
https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fj.1435-5957.2012.00438.x
http://www.econis.eu/PPNSET?PPN=745867227
https://www.proquest.com/docview/1882150804
https://www.proquest.com/docview/1230592636
Volume 91
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