|
A data mining approach for the monitoring of active labour market policies
|
| Id. |
44534705 |
| Titulo |
A data mining approach for the monitoring of active labour market policies |
| Autor(es) |
Alboni, Fabrizio
Camillo, Furio
Tassinari, Giorgio
|
| Localización |
http://amsacta.cib.unibo.it/2576/1/Quaderni_2009_2_AlboniCamilloTassinari_Data.pdf
Alboni, Fabrizio - Camillo, Furio - Tassinari, Giorgio (2009) A data mining approach for the monitoring of active labour market policies. In: Quaderni di Dipartimento. Serie Ricerche Dipartimento di Scienze Statistiche "Paolo Fortunati", Alma Mater Studiorum Università di Bologna, Bologna, IT.
|
| Versión |
1.0 |
| Estado |
Final
|
| Descripción |
The paper addresses the problem of evaluation of the effectiveness of Active Labour Policies in the province of Bologna, a manufacturing district in Northern Italy, during the period 2004/2006. Using surviving analysis through Kaplan Meier filter and a new approach to propensity score computation, the Authors shows that the policies run by the Labor Market Authorities are able to compensate the disavatanges that secondary labor forces such as migrants, old age or less educated workers have in getting a job when fired. Moreover, they put new light on the transitions from temporary job to permanent jobs, and show that the probability of transitions is very low.
|
| Tipo |
application/pdf
|
| Palabras clave |
SECS-S/03 Statistica economica
|
| Tipo de recurso |
Monografia
NonPeerReviewed
|
| Tipo de Interactividad |
Expositivo
|
| Nivel de Interactividad |
muy bajo
|
| Audiencia |
Estudiante
Profesor
Autor
|
| Estructura |
Atomic |
| Coste |
no
|
| Copyright |
sí
|
| Formatos |
application/pdf
|
| Requerimientos técnicos |
Browser: Any
|
| Relación |
[References] http://amsacta.cib.unibo.it/2576/
[References] References:
F. Alboni, F. Camillo, G. Tassinari (2007), Il dualismo del mercato del lavoro e la transizione da lavoro temporaneo a lavoro a tempo indeterminato in provincia di Bologna, Atti della Commissione d’Indagine sul Lavoro, Consiglio Nazionale dell’Economia e del Lavoro, Camera dei Deputati, Senato della Repubblica.
B. Anastasia and M. Danilo (2008), Dopo l'ingresso nel mercato del lavoro: un'esplorazione delle “carriere” di una coorte di giovani veneti, Commissione d’Indagine sul Lavoro, Consiglio Nazionale dell’Economia e del Lavoro, Camera dei Deputati e Senato della Repubblica..
Biggeri L. (2006), Audizione del Presidente dell’Istituto Nazionale di Statistica alla XI Commissione (Lavoro Pubblico e Privato) – Camera dei Deputati, Roma 7 novembre 2006 nell’ambito dell’Indagine conoscitiva sulle cause e le dimensioni del precariato nel mondo del lavoro.
Blanchard, O. e Landier, A. (2001), The perverse effect of partial labor market reforms: fixed duration contracts in France, MIT Working Paper Series, 01-04, March.
Bondonio, D. and Greenbaum, R (2007), Do local tax incentives affect economic growth? What mean impacts miss in the analysis of enterprise zone policy, Regional Science and Urban Economics, 37, 121-136.
A.L. Booth, M. Francesconi and J. Frank (2001), Temporary jobs: who gets them, what are they worth, and do they lead anywhere?, ISER Working Paper No. 0013, University of Essex, April.
Booth, A.L. et al. (2002), Temporary jobs: stepping stones or dead ends?, The Economic Journal, 112 (480), pp. 189-213.
Cahuc, P. and Postel-Vinay, F. (2002), Temporary jobs, employment protection and labour market performance, Labour Economics, 9, pp. 63-91.
Camillo, F. e Girotti, C. (2008), L’impatto dell’integrazione di tecniche multiple di rilevazione nell’indagine sulla condizione occupazionale AlmaLaurea: una misura di propensity score in spazi condizionati multivariati, Consorzio AlmaLaurea (a cura di), IX profilo dei laureati italiani. La riforma allo specchio, Bologna, Il Mulino.
Camillo F., D’Attoma, I., “A new data mining approach to estimate causal effect of marketing interventions”, (ongoing publication on the conference book “ International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining” 19-23 June 2008, Kayseri, TURKEY), Editor Hamparsum Bozdogan, Chapman and Hall.
CNEL (2007), Rapporto sul mercato del lavoro 2006, Roma.
Cox, D. e Oates, D. (1984), Analysis of survival data, Chapman and Hall, New York.
Evangelista, R. and Fabrizi, E (2008), Stability and instability of new jobs: an analysis based on work history data, XXIII Convegno Nazionale di Economia del Lavoro, Brescia, 11-12 settembre 2008.
Guadalupe, M. (2003), The hidden costs of fixed term contracts: the impact on work accidents, Labour Economics, 10, pp. 339-357.
M. Guell and B. Petrangolo (2000), Worker Transition from Temporary to Permanent Employment: The Spanish Case, Discussion Paper No. 438, Centre for Economic Performance, London School of Economics.
Ministero del Lavoro, Occupazione e forme di lavoro precario - Rome, 13th November 2007,
OECD (1993), Employment Outlook 1993, Paris
OECD (2007), Employment Outlook 2007, Paris.
Rosembaum, D. e Rubin, D., The central role of the propensity score in observational studies for causal effects, 1983, Biometrika, 70, 41-55.
Rosembaum, D. e Rubin, D., Reducing the bias in observational studies using subclassiifications on the propensity score, 1984, Journal of the America Statistical Association, 79, pp. 516-524.
Tassinari, G., Camillo, F., Freo, M., Guizzardi, A. and Liberati, C. (2007), - Osservatorio del mercato del lavoro della provincia di Bologna: Rapporto primo semestre 2007, Dipartimento di Scienze statistiche “P. Fortunati”, Università di Bologna, Quaderni di Ricerca n.5.
Woods, F., O’Leary C.J., (2006), - Conceptual Framework for an Optimal Labour Market Information System, Up
|
| Fecha de contribución |
12-nov-2009 |
| Contacto |
|
|
