Building a firm level dataset for the analysis of industrial dynamics and demography
This paper illustrates the building procedure of a firm-level panel dataset that merges several sources of information concerning the various activities of business firms. The aim of this work is to achieve a detailed dataset able to shed light on firm demographics, in terms of survival, entry and exit processes, distinguishing between “voluntary" and “involuntary" exits. Moreover, the derived dataset allows to monitor the innovation activities of the firms and also to capture complementarities between two instruments of intellectual property rights (IPRs), namely granted patents and registered trademarks. We assess the validity of the proposed procedures resorting to the virtual universe of Italian limited liability companies as provided by Bureau van Dijk (BvD). The dataset covers more than 1 million companies operating in both manufacturing and service sectors and contain financial and economic information, as well as, among the others, the ownership structure and administrative procedures undergone by the firms, which may lead to firm exit. The main purpose of the paper is to provide a unified set of procedures to help the researcher dealing with the vast amount of information available on corporate firms and of ever increasing size. This will also facilitate the replication of empirical analyses, across researchers working on dataset with similar characteristics, although from different countries or data providers.
|Date of creation:||May 2017|
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- Davis, Steven J & Haltiwanger, John & Schuh, Scott, 1996.
"Small Business and Job Creation: Dissecting the Myth and Reassessing the Facts,"
Small Business Economics,
Springer, vol. 8(4), pages 297-315, August.
- Steven J. Davis & John Haltiwanger & Scott Schuh, 1993. "Small Business and Job Creation: Dissecting the Myth and Reassessing theFacts," NBER Working Papers 4492, National Bureau of Economic Research, Inc.
- Giovanni Dosi & Marco Grazzi & Luigi Marengo & Simona Settepanella, 2013.
"Production theory: accounting for firm heterogeneity and technical change,"
LEM Papers Series
2013/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- G. Dosi & M. Grazzi & L. Marengo & S. Settepanella, 2014. "Production theory: accounting for firm heterogeneity and technical change," Working Papers wp931, Dipartimento Scienze Economiche, Universita' di Bologna.
- Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2011. "Financial and economic determinants of firm default," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 373-406, August.
- Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2007. "Assessing the Impact of Credit Ratings and Economic Performance on Firm Default," LEM Papers Series 2007/15, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2009. "Financial and economic determinants of firm default," LEM Papers Series 2009/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2011. "Financial and Economic Determinants of Firm Default," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00642699, HAL.
- Richard Disney & Jonathan Haskel & Ylva Heden, 2003. "Entry, Exit and Establishment Survival in UK Manufacturing," Journal of Industrial Economics, Wiley Blackwell, vol. 51(1), pages 91-112, March.
- Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
- Eric J. Bartelsman & Mark Doms, 2000. "Understanding productivity: lessons from longitudinal microdata," Finance and Economics Discussion Series 2000-19, Board of Governors of the Federal Reserve System (U.S.).
- Joachim Wagner, 2013. "Exports, imports and firm survival: first evidence for manufacturing enterprises in Germany," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 113-130, March.
- Wagner, Joachim, 2011. "Exports, Imports and Firm Survival: First Evidence for Manufacturing Enterprises in Germany," IZA Discussion Papers 5924, Institute for the Study of Labor (IZA).
- Joachim Wagner, 2011. "Exports, Imports and Firm Survival: First evidence for manufacturing enterprises in Germany," Working Paper Series in Economics 211, University of Lüneburg, Institute of Economics.
- Kalemli-Ozcan, Sebnem & Sorensen, Bent E. & Villegas-Sanchez, Carolina & Volosovych, Vadym & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
- Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level data from the ORBIS Global Database," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
- Sebnem Kalemli-Ozcan & Bent Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to construct nationally Representative Firm Level Data from the ORBIS Global Database," Tinbergen Institute Discussion Papers 15-110/IV, Tinbergen Institute.
- Baldwin, John R. & Rafiquzzaman, Mohammed, 1995. "Selection versus evolutionary adaptation: Learning and post-entry performance," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 501-522, December.
- Baldwin, John R. & Raffiquzzaman, Mohammed, 1995. "Selection Versus Evolutionary Adaptation: Learning and Post-entry Performance," Analytical Studies Branch Research Paper Series 1994072e, Statistics Canada, Analytical Studies Branch.
- Grazzi, Marco & Sanzo, Roberto & Secchi, Angelo & Zeli, Alessandro, 2013. "The building process of a new integrated system of business micro-data 1989–2004," Journal of Economic and Social Measurement, IOS Press, issue 4, pages 291-324.
- Lybbert, Travis J. & Zolas, Nikolas J., 2014. "Getting patents and economic data to speak to each other: An ‘Algorithmic Links with Probabilities’ approach for joint analyses of patenting and economic activity," Research Policy, Elsevier, vol. 43(3), pages 530-542.
- Travis J. Lybbert & Nikolas J. Zolas, 2012. "Getting Patents and Economic Data to Speak to Each Other: An 'Algorithmic Links with Probabilities' Approach for Joint Analyses of Patenting and Economic Activity," Working Papers 12-16, Center for Economic Studies, U.S. Census Bureau.
- Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
- repec:hal:journl:hal-00642699 is not listed on IDEAS
- Cefis, Elena & Marsili, Orietta, 2006. "Survivor: The role of innovation in firms' survival," Research Policy, Elsevier, vol. 35(5), pages 626-641, June.
- Travis J. Lybbert & Nikolas J. Zolas & Prantik Bhattacharyya, 2014. "An "Algorithmic Links with Probabilities" Concordance for Trademarks For Disaggregated Analysis of Trademark and Economic Data," WIPO Economic Research Working Papers 14, World Intellectual Property Organization - Economics and Statistics Division.
- Travis J. Lybbert & Nikolas J. Zolas & Prantik Bhattacharyya, 2014. "Concordance for Trademarks: Algorithmic Links with Probabilities (ALP) Industry Level-to-Trademark (NICE Level) Crosswalk," WIPO Economics & Statistics Related Resources 5, World Intellectual Property Organization - Economics and Statistics Division, revised May 2014.
- Amorim Varum, Celeste & Rocha, Vera Catarina, 2012. "The effect of crises on firm exit and the moderating effect of firm size," Economics Letters, Elsevier, vol. 114(1), pages 94-97. Full references (including those not matched with items on IDEAS)
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