Do Subsidies to Private Capital Boost Firms’ Growth? A Multiple Regression Discontinuity Design Approach

Cerqua, A. and Pellegrini, G. 2014. Do Subsidies to Private Capital Boost Firms’ Growth? A Multiple Regression Discontinuity Design Approach. Journal of Public Economics. 109, pp. 114-126. https://doi.org/10.1016/j.jpubeco.2013.11.005

TitleDo Subsidies to Private Capital Boost Firms’ Growth? A Multiple Regression Discontinuity Design Approach
TypeJournal article
AuthorsCerqua, A. and Pellegrini, G.
Abstract

There is still little consensus among economists on the effectiveness of business support policies. The evaluation of such policies requires a reliable identification procedure that is hardly achieved in empirical studies. We analyse the impact of a policy instrument – Law 488/92 (L488), the main Italian regional policy – that allocates subsidies to private firms by a multiple ranking system. Thanks to the peculiar L488 selection process that creates the conditions for a local random experiment, we are able to assess the effectiveness of these types of incentives for a relevant subgroup of firms. We propose a nonparametric multiple rankings regression discontinuity design that exploits the sharp discontinuities in the L488 rankings and extends the regression discontinuity design (RDD) approach to a context where the treatment is assigned by multiple rankings with different cut-off points. We find that the impact of the subsidies on employment, investment, and turnover is positive and statistically significant, while the effect on productivity is mostly negligible. The new subsidised capital is additional but non-complementary with the owner-financed investment. The results are robust to different specifications and not due to intertemporal substitution.

Keywordsmultiple rankings regression discontinuity design, policy evaluation, public subsidies, regional policy
JournalJournal of Public Economics
Journal citation109, pp. 114-126
ISSN0047-2727
Year2014
PublisherElsevier
Digital Object Identifier (DOI)https://doi.org/10.1016/j.jpubeco.2013.11.005
Publication dates
Published in printJan 2014
Published online15 Nov 2013

Related outputs

Evaluation of Education and Training Impacts for the Unemployed: Challenges of New Data
Urwin, P. and Cerqua, A. 2020. Evaluation of Education and Training Impacts for the Unemployed: Challenges of New Data. Labour Economics. 67 101907. https://doi.org/10.1016/j.labeco.2020.101907

Assessing Factors that Affect the Labour Market Decisions of Young People aged 16 to 24: Research Informing LPC Review of Youth Rates
Bowyer, A., Cerqua, A., Di Pietro, G., Gorman, E. and Urwin, P. 2019. Assessing Factors that Affect the Labour Market Decisions of Young People aged 16 to 24: Research Informing LPC Review of Youth Rates. https://www.gov.uk/government/publications/research-on-minimum-wage-youth-rates Low Pay Commission.

Are we spending too much to grow? The case of Structural Funds
Cerqua, A. and Pellegrini, G. 2018. Are we spending too much to grow? The case of Structural Funds. Journal of Regional Science. 58 (3), pp. 535-563. https://doi.org/10.1111/jors.12365

Identifying Variation in Learner Outcomes by Further Education Provider
Urwin, P. and Cerqua, A. 2017. Identifying Variation in Learner Outcomes by Further Education Provider. Department for Education.

Strengths-based performance conversations: an organisational field trial
Gifford, J., Urwin, P. and Cerqua, A. 2017. Strengths-based performance conversations: an organisational field trial. London Chartered Institute of Personnel and Development.

Industrial policy evaluation in the presence of spillovers
Cerqua, A. and Pellegrini, G. 2017. Industrial policy evaluation in the presence of spillovers. Small Business Economics. 49 (3), pp. 671-686. https://doi.org/10.1007/s11187-017-9855-9

Public subsidies, TFP and Efficiency: A tale of complex relationships
Bernini, C., Cerqua, A. and Pellegrini, G. 2017. Public subsidies, TFP and Efficiency: A tale of complex relationships. Research Policy. 46 (4), pp. 751-767. https://doi.org/10.1016/j.respol.2017.02.001

The signalling effect of eco-labels in modern coastal tourism
Cerqua, A. 2017. The signalling effect of eco-labels in modern coastal tourism. Journal of Sustainable Tourism. 25 (8), pp. 1159-1180. https://doi.org/10.1080/09669582.2016.1257014

Natural disasters and university enrolment: Evidence from L’Aquila earthquake
Cerqua, A. and Di Pietro, G. 2017. Natural disasters and university enrolment: Evidence from L’Aquila earthquake. Applied Economics. 49 (14), pp. 1440-1457. https://doi.org/10.1080/00036846.2016.1218431

Returns to Maths and English Learning (at level 2 and below) in Further Education
Cerqua, A. and Urwin, P. 2016. Returns to Maths and English Learning (at level 2 and below) in Further Education. London Department for Business, Innovation and Skills.

The Impact Of Skills And Training Interventions On The Unemployed: Phase II Report
Bibby, D., Cerqua, A., Thomson, D. and Urwin, P. 2015. The Impact Of Skills And Training Interventions On The Unemployed: Phase II Report. Department for Business, Innovation and Skills.

Estimating earnings returns to vocational qualifications using administrative data
Bibby, D., Buscha, F., Cerqua, A., Thomson, D. and Urwin, P.J. 2014. Estimating earnings returns to vocational qualifications using administrative data. London Department for Business, Innovation and Skills.

Spillovers and Policy Evaluation
Cerqua, A. and Pellegrini, G. 2014. Spillovers and Policy Evaluation. in: Mazzola, F., Musolino, D. and Provenzano, V. (ed.) Reti, nuovi settori e sostenibilità. Prospettive per l'analisi e le politiche regionali FrancoAngeli.

Beyond the SUTVA: how policy evaluations change when we allow for interactions among firms
Cerqua, A. and Pellegrini, G. 2014. Beyond the SUTVA: how policy evaluations change when we allow for interactions among firms. Sapienza Universita di Roma. https://doi.org/2/214

If You Get Knocked Down, How Long Before You Get Up Again?
Cerqua, A. 2014. If You Get Knocked Down, How Long Before You Get Up Again? International Journal of Sports Finance. 9 (4), pp. 284-304.

Further development in the estimation of labour market returns to qualifications gained in English Further Education using ILR-WPLS Administrative Data
Bibby, D., Buscha, F., Cerqua, A., Thomson, D. and Urwin, P. 2014. Further development in the estimation of labour market returns to qualifications gained in English Further Education using ILR-WPLS Administrative Data. Department of Business, Innovation and Skills.

Conviene incentivare le piccole imprese piuttosto che le grandi? Un’analisi basata sul multiple regression discontinuity design
Cerqua, A. and Pellegrini, G. 2014. Conviene incentivare le piccole imprese piuttosto che le grandi? Un’analisi basata sul multiple regression discontinuity design. Rassegna Italiana di Valutazione. 58, pp. 197-219. https://doi.org/10.3280/RIV2014-058009

Permalink - https://westminsterresearch.westminster.ac.uk/item/964w1/do-subsidies-to-private-capital-boost-firms-growth-a-multiple-regression-discontinuity-design-approach


Share this

Usage statistics

222 total views
0 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.