Hundt, Christian and Holtermann, Linus and Steeger, Jonas and Bersch, Johannes (2019): Cluster externalities, firm capabilities, and the recessionary shock: How the macro-to-micro-transition shapes firm performance during stable times and times of crisis.
PDF
MPRA_paper_92016.pdf Download (1MB) |
Abstract
In this paper, we examine the macro-to-micro-transition of cluster externalities to firms and how it is affected by the macroeconomic instability caused by the recessionary shock of 2008/2009. Using data from 16,166 manufacturing and business services firms nested in 390 German regions, we employ within-firm regression techniques to estimate the impact of cross-level interactions between firm- and cluster-level determinants on phase-related differences in firm performance between a pre-crisis (2004-2007) and a crisis period (2009-2011).
The empirical results validate the existence of a macro-to-micro-transition that evolves best in the case of broad firm-level capabilities and variety-driven externalities. Furthermore, the results indicate that the transition strongly depends on the macroeconomic cycle. While the transition particularly benefits from a stable macroeconomic environment (2004-2007), its mechanisms are interrupted when being exposed to economic turmoil (2009-2011). Yet, the crisis-induced interruption of the transition is mainly restricted to the national recession in 2009. As soon as the macroeconomic pressure diminishes (2010-2011), we observe a reversion of the transmission mechanisms to the pre-crisis level.
Our study contributes to the existing literature by corroborating previous findings that the economic performance of firms depends on a working macro-to-micro transition of external resources, which presupposes sufficient cluster externalities and adequate firm-level combinative capabilities. In contrast to previous studies on this topic, the transition mechanism is not modeled as time-invariant. Instead, it is coupled to the prevailing macroeconomic regime.
Item Type: | MPRA Paper |
---|---|
Original Title: | Cluster externalities, firm capabilities, and the recessionary shock: How the macro-to-micro-transition shapes firm performance during stable times and times of crisis |
Language: | English |
Keywords: | Macro-to-micro-transition, combinative capabilities, agglomeration economies, cluster-level externalities, unrelated variety, related variety, macroeconomic regimes, Great Recession, eco-nomic resilience |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C33 - Panel Data Models ; Spatio-temporal Models 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: | 92016 |
Depositing User: | Linus Holtermann |
Date Deposited: | 15 Feb 2019 19:33 |
Last Modified: | 30 Sep 2019 16:28 |
References: | [1] Acs, Z., Armington, C. (2004), Employment Growth and Entrepreneurial Activity in Cities, Regional Studies 38 (8): 911–927. [2] Anselin, L. (1988) Spatial Econometrics. Methods and Models. Dordrecht: Springer Netherlands. [3] Arrow, K. J. (1962), The Economic Implications of Learning by Doing, The Review of Economic Studies 29 (3): 155–173. [4] Asheim, B. T. (1996), Industrial districts as ‘learning regions’: A condition for prosperity, Europe-an Planning Studies 4 (4): 379–400. [5] Audretsch, D. B., Keilbach, M. (2007), The Theory of Knowledge Spillover Entrepreneurship, Journal of Management Studies 44 (7): 1242–1254. [6] Audretsch, D. B., Thurik, A. R. (2000), Capitalism and democracy in the 21st Century: from the managed to the entrepreneurial economy, Journal of Evolutionary Economics 10 (1-2): 17–34. [7] Baldwin, J. R., Brown, W. M., Rigby, D. L. (2010), Agglomeration Economies: Microdata Panel Estimates from Canadian Manufacturing, Journal of Regional Science 50 (5): 915–934. [8] Baptista, R., Swann, P. (1998), Do firms in clusters innovate more?, Research Policy 27 (5): 525–540. [9] Barro, R. J. (1997) Determinants of economic growth. A cross-country empirical study. Cam-bridge, Mass.: MIT Press. [10] Beaudry, C., Schiffauerova, A. (2009), Who's right, Marshall or Jacobs? The localization versus urbanization debate, Research Policy 38 (2): 318–337. [11] Bersch, J., Gottschalk, S., Mueller, B., Niefert, M. (2014), The Mannheim Enterprise Panel (MUP) and Firm Statistics for Germany, ZEW Discussion Paper No. 14-104. [12] Boschma, R. (2005), Proximity and Innovation: A Critical Assessment, Regional Studies 39 (1): 61–74. [13] Boschma, R., Frenken, K. (2011) Technological Relatedness, Related Variety and Economic Geography. In: Cooke, P.; Asheim, B.; Boschma, R.; Martin, R.; Schwartz, D.; Tödtling, F. (Eds.): Handbook of Regional Innovation and Growth. Cheltenham, UK, Northampton, MA: Edward Elgar Publishing. [14] Boschma, R., Iammarino, S. (2009), Related Variety, Trade Linkages, and Regional Growth in Italy, Economic Geography 85 (3): 289–311. [15] Boschma, R., Martin, R. (2010) The Aims and Scope of Evolutionary Economic Geography. In: Boschma, R.; Martin, R. (Eds.): The Handbook of Evolutionary Economic Geography: Edward Elgar Publishing. [16] Brunow, S., Blien, U. (2015), Agglomeration effects on labor productivity: An assessment with microdata, REGION 2 (1): 33-53. [17] Cameron, A. C., Gelbach, J. B., Miller, D. L. (2011), Robust Inference With Multiway Clustering, Journal of Business & Economic Statistics 29 (2): 238–249. [18] Cetorelli, N., Strahan, P. E. (2006), Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets, The Journal of Finance 61 (1): 437–461. [19] Chodorow-Reich, G. (2014), The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008–9 Financial Crisis, The Quarterly Journal of Economics 129 (1): 1–59. [20] Claessens, S., Demirgüç-Kunt, A., Huizinga, H. (2001), How does foreign entry affect domestic banking markets?, Journal of Banking & Finance 25 (5): 891–911. [21] Claessens, S., Laeven, L. (2003), Financial Development, Property Rights, and Growth, The Journal of Finance 58 (6): 2401–2436. [22] Claessens, S., Tong, H., Wei, S.-J. (2012), From the financial crisis to the real economy: Using firm-level data to identify transmission channels, Journal of International Economics 88 (2): 375–387. [23] Coleman, J. S. (1991) Foundations of social theory. Cambridge, Mass.: Belknap Press of Harvard Univ. Press. [24] Crespo, J., Suire, R., Vicente, J. (2014), Lock-in or lock-out? How structural properties of knowledge networks affect regional resilience, Journal of Economic Geography 14 (1): 199–219. [25] de Groot, Henri L. F., Poot, J., Smit, M. J. (2009) Agglomeration, Innovation and Regional Development: Theoretical Perspectives and Meta-Analysis. In: Nijkamp, P.; Capello, R. (Eds.): Handbook of regional growth and development theories. Cheltenham, UK, Northampton, MA: Edward Elgar. [26] European Foundation for the Improvement of Living and Working Conditions (2010) Germany: Short-time working allowance. European Foundation for the Improvement of Living and Work-ing Conditions, Ireland, Dublin. [27] Fisman, R., Love, I. (2003), Trade Credit, Financial Intermediary Development, and Industry Growth, The Journal of Finance 58 (1): 353–374. [28] Frenken, K., van Oort, F., Verburg, T. (2007), Related Variety, Unrelated Variety and Regional Economic Growth, Regional Studies 41 (5): 685–697. [29] Fujita, M., Ogawa, H. (1982), Multiple equilibria and structural transition of non-monocentric urban configurations, Regional Science and Urban Economics 12 (2): 161–196. [30] Girma, S. (2005), Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis, Oxford Bulletin of Economics and Statistics 67 (3): 281–306. [31] Gittell, J. H., Cameron, K., Lim, S., Rivas, V. (2006), Relationships, Layoffs, and Organizational Resilience: Airline Industry Responses to September 11, The Journal of Applied Behavioral Sci-ence 42 (3): 300–329. [32] Glaeser, E. L., Kallal, H. D., Scheinkmann, J. A., Shleifer, A. (1992), Grwoth in Cities, Journal of Political Economy 100 (6): 1126–1152. Granovetter, M. S. (1973), The Strength of Weak Ties, American Journal of Sociology 78 (6): 1360–1380. [33] Grant, R. M. (1996), Toward a knowledge-based theory of the firm, Strategic Management Journal 17: 109–122. [34] Grant, R. M. (2002) “The Knowledge-Based View of the Firm". In: Choo, C. W.; Bontis, N. (Eds.): The strategic management of intellectual capital and organizational knowledge. Oxford, New York: Oxford University Press: 133–148. [35] Hassink, R. (2010), Regional resilience: a promising concept to explain differences in regional economic adaptability?, Cambridge Journal of Regions, Economy and Society 3 (1): 45–58. [36] Henderson, V. (2003), Marshall's scale economies, Journal of Urban Economics 53 (1): 1–28. [37] Henderson, V., Kuncoro, A., Turner, M. (1995), Industrial Development in Cities, Journal of Political Economy 103 (5): 1067–1090. [38] Hirschman, A. O. (1958) The strategy of economic development. New Haven/Conn.: Yale University Press. [39] Holm, J. R., Østergaard, C. R. (2013), Regional Employment Growth, Shocks and Regional Industrial Resilience: A Quantitative Analysis of the Danish ICT Sector, Regional Studies 49 (1): 95–112. [40] Holtermann, L., Hundt, C. (2018), Hierarchically structured determinants and phase-related patterns of economic resilience - An empirical case study for European regions, Working Papers on Innovation and Space 0218, Philipps-University Marburg. [41] Jüttner, U., Maklan, S. (2011), Supply chain resilience in the global financial crisis: an empirical study, Supply Chain Management: An International Journal 16 (4): 246-259. [42] Keilbach, M. C. (2000) Spatial Knowledge Spillovers and the Dynamics of Agglomeration and Regional Growth. Heidelberg, New York: Physica-Verlag. [43] Knoben, J., Arikan, A. T., van Oort, F., Raspe, O. (2016), Agglomeration and firm performance: One firm’s medicine is another firm’s poison, Environment and Planning A 48 (1): 132–153. [44] Kogut, B., Zander, U. (1992), "Knowledge of the Firm; Combinative Capabilities, and the Replica-tion of Technology", Organization Science. Focussed Issue: Management of Technology 3 (3): 383–397. [45] Kostopoulos, K., Papalexandris, A., Papachroni, M., Ioannou, G. (2011), Absorptive capacity, innovation, and financial performance, Journal of Business Research 64 (12): 1335–1343. [46] Kroszner, R., Laeven, L., Klingebiel, D. (2007), Banking crises and financial dependence, and growth, Journal of Financial Economics 84 (1): 187–228. [47] Lazzeretti, L., Capone, F., Boix, R. (2012), Reasons for Clustering of Creative Industries in Italy and Spain, European Planning Studies 20 (8): 1243–1262. [48] Mameli, F., Iammarino, S., Boschma, R. (2012), Regional variety and employment growth in Italian Labour Market Systems: services versus manufacturing industries, Papers in Evolutionary Economic Geography 1203, Utrecht University. [49] Marshall, A. (1920) Principles of Economics. An introductory volume. 8th Ed. London: MacMil-lan. [50] Martin, P., Mayer, T., Mayneris, F. (2011), Spatial concentration and plant-level productivity in France, Journal of Urban Economics 69 (2): 182–195. Martin, R. (2012), Regional economic resilience, hysteresis and recessionary shocks, Journal of Economic Geography 12 (1): 1–32. [51] Martin, R., Sunley, P. (2015), On the notion of regional economic resilience: conceptualization and explanation, Journal of Economic Geography 15 (1): 1–42. [52] Maskell, P. (2001), Towards a Knowledge-based Theory of the Geographical Cluster, Industrial and Corporate Change 10 (4): 921–943. [53] Maskell, P., Malmberg, A. (1999), Localised learning and industrial competitiveness, Cambridge Journal of Economics 23 (2): 167–185. [54] McCann, B. T., Folta, T. B. (2011), Performance differentials within geographic clusters, Journal of Business Venturing 26 (1): 104–123. [55] Melo, P. C., Graham, D. J., Noland, R. B. (2009), A meta-analysis of estimates of urban agglomera-tion economies, Regional Science and Urban Economics 39 (3): 332–342. [56] Myrdal, G. (1957) "Economic Theory and Underdeveloped Regions". London: Duckworth. [57] Möller, J., Ormerod, H. (2017) The German Job Miracle: Interview with IAB Director Joachim Möller, Institute for Employment Research of the Federal Employment Services, Germany, Nürn-berg, https://www.iab-forum.de/en/interview-with-joachim-moeller-about-the-german-job-miracle/. [58] Nooteboom, B., van Haverbeke, W., Duysters, G., Gilsing, V., van den Oord, A. (2007), Optimal cognitive distance and absorptive capacity, Research Policy 36 (7): 1016–1034. [59] Openshaw, S., Taylor, P. J. (1979) A Million or so Correlation Coefficients: Three Experiments on the Modifiable Areal Unit Problem. In: Wrigley, N. (Ed.): Statistical applications in the spatial sci-ences. London: Pion: 127–144. [60] Pendall, R., Foster, K. A., Cowell, M. (2010), Resilience and regions: building understanding of the metaphor, Cambridge Journal of Regions, Economy and Society 3 (1): 71–84. [61] Pike, A., Dawley, S., Tomaney, J. (2010), Resilience, adaptation and adaptability, Cambridge Journal of Regions, Economy and Society 3 (1): 59–70. [62] Porter, M. E. (1998) Clusters and Competition: New Agendas for Companies, Governments, and Institutions. In: Porter, M. E. (Ed.): On Competition. Boston: Harvard Business Review Press: 197–299. [63] Pudelko, F., Hundt, C., Holtermann, L. (2018), Gauging two sides of regional economic resilience in Western Germany – Why sensitivity and recovery should not be lumped together, Review of Regional Research 38 (2): 141-189. [64] Puga, D. (2010), The Magnitude and Causes of Agglomeration Economies, Journal of Regional Science 50 (1): 203–219. [65] Rajan, R., Zingales, L. (1998), Financial Dependence and Growth, The American Economic Review 88 (3): 559–586. [66] Romer, P. M. (1986), Increasing Returns and Long-Run Growth, The Journal of Political Econo-my 94 (5): 1002–1037. [67] Rosenthal, S. S., Strange, W. C. (2004) Evidence on the nature and sources of agglomeration economies. In: Thisse, J. F.; Henderson, V. (Eds.): Handbook of regional and urban economics. Cities and geography, Bd. 4. 1. Aufl. Amsterdam: Elsevier professional: 2119–2171. [68] Saxenian, A. (1996) Regional advantage. Culture and competition in Silicon Valley and Route 128. Cambridge, Mass.: Harvard Univ. Press. [69] Scott, A. J. (1988) New industrial spaces. Flexible production organization and regional devel-opment in North America and Western Europe. London: Pion. [70] Sedita, S. R., de Noni, I., Pilotti, L. (2015), How do related variety and differentiated knowledge bases influence the resilience of local production systems?, "Marco Fanno" Working Papers 0180, Dipartimento di Scienze Economiche "Marco Fanno". [71] Simmie, J., Martin, R. (2010), The economic resilience of regions: towards an evolutionary approach, Cambridge Journal of Regions, Economy and Society 3 (1): 27–43. [72] Smit, M. J., Abreu, M., Groot, H. L. F. de (2015), Micro-Evidence on the Determinants of Innova-tion in the Netherlands: The Relative Importance of Absorptive Capacity and Agglomeration Ex-ternalities, Papers in Regional Science 94 (2): 249–272. [73] Storper, M. (1995), The Resurgence of Regional Economies, Ten Years Later: The Region as a Nexus of Untraded Interdependencies, European Urban and Regional Studies 2 (3): 191–221. [74] Teece, D. J., Pisano, G., Shuen, A. (1997), Dynamic capabilities and strategic management, Strategic Management Journal 18 (7): 509–533. [75] Tsai, W. (2001), Knowledge Transfer in Intraorganizational Networks: Effects of Network Position and Absorptive Capacity on Business Unit Innovation and Performance, Academy of Management Journal 44 (5): 996–1004. [76] van Oort, F. G. (2007), Spatial and sectoral composition effects of agglomeration economies in the Netherlands, Papers in Regional Science 86 (1): 5–30. [77] van Oort, F. (2013), Unity in variety? Agglomeration economics beyond the specialization–diversity controversy, Papers in Evolutionary Economic Geography 1313, Utrecht University [78] van Oort, F. G., Burger, M. J., Knoben, J., Raspe, O. (2012), Multilevel Approaches and the Firm-Agglomeration Ambiguity in Economic Growth Studies, Journal of Economic Surveys 26 (3): 468–491. [79] Winter-Ebmer, R. (2007), Firm Size, Earnings, and Displacement Risk, Economic Inquiry 39 (3): 474-486. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/92016 |