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La sopravvivenza immediata delle start-up italiane del settore manifatturiero sanitario: un?analisi multilevel

Author

Listed:
  • Marco Bee
  • Maria Michela Dickson
  • Diego Giuliani
  • Davide Piacentino
  • Flavio Santi
  • Emanuele Taufer

Abstract

L?obiettivo del presente lavoro ? quello di fornire nuove evidenze circa le determinanti della probabilit? di sopravvivenza di breve periodo delle start-up italiane attive nel settore farmaceutico e nel settore della produzione di dispositivi medico-sanitari. Al fine di valutare l?effetto di caratteristiche specifiche delle singole imprese, e di tener conto delle variabili di contesto osservate e non osservate, la probabilit? di sopravvivenza a tre anni viene descritta mediante un modello logistico multilevel. L?analisi si basa sulle osservazioni a livello di popolazione raccolte e gestite dall?ISTAT in conformit? con le direttive dell?OCSE e di EUROSTAT sulla demografia d?impresa, in grado di garantire la coerenza delle informazioni raccolte con particolare riferimento alle entrate e alle uscite delle imprese dal mercato. L?elevato numero di effetti random e la conseguente elevata dimensionalit? dell?in?tegrazione richiesta dal processo di stima rendono le tecniche di stima standard poco affidabili. Le stime sono state quindi effettuate mediante il metodo del-l?entropia relativa per l?ottimizzazione di funzioni con rumore (Bee et al., 2015).

Suggested Citation

  • Marco Bee & Maria Michela Dickson & Diego Giuliani & Davide Piacentino & Flavio Santi & Emanuele Taufer, 2016. "La sopravvivenza immediata delle start-up italiane del settore manifatturiero sanitario: un?analisi multilevel," RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, FrancoAngeli Editore, vol. 2016(3), pages 49-59.
    • Handle: RePEc:fan:restre:v:html10.3280/rest2016-003004
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    References listed on IDEAS

    as
    1. Davide Piacentino & Giuseppe Espa & Danila Filipponi & Diego Giuliani, 2017. "Firm Demography and Regional Development: Evidence from Italy," Growth and Change, Wiley Blackwell, vol. 48(3), pages 359-389, September.
    2. Marco Bee & Giuseppe Espa & Diego Giuliani & Flavio Santi, 2015. "A Cross-Entropy approach to the estimation of Generalised Linear Multilevel Models," DEM Working Papers 2015/04, Department of Economics and Management.
    3. Jean-Pierre Huiban, 2011. "The spatial demography of new plants: urban creation and rural survival," Small Business Economics, Springer, vol. 37(1), pages 73-86, July.
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    More about this item

    Keywords

    Demografia d?impresa; sopravvivenza delle imprese; modellistica logit multilevel; metodo dell?entropia relativa; imprese start-up;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis

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