Alejandro Rodríguez

Elisa Giuliani

Carlo Pietrobelli

Alessandro Maffioli

Franco Boneu

David Alfaro Serrano

Gabriel Casaburi

Victoria Castillo

Lucas Figal Garone

David Giuliodori

Andrés Matta

Lucía Pittaluga

Do cluster development programs work? Do they fundamentally encourage the essential inter-firm linkages and coordination? Do they lead to innovation and productivity, enterprise development, larger employment, and export growth, and if so, after how long? Do other firms benefit from these programs? This book offers insight into quantitative methods that help answer these questions. Cluster development is a form of modern industrial policy that is spreading across the world to help exploit the externalities emerging from geographical agglomeration and inter-firm coordination. Therefore, rigorous impact evaluations are necessary because they help policymakers understand better ways to design future programs and provide accountability for public resources. The chapters argue that enterprise clusters and the programs to support them are diverse and multidimensional processes that require a variety of instruments to be fully understood and assessed. The book as a whole gathers various methodological essays and quantitative tests of complementary tools and approaches, emphasizing their usefulness and effectiveness in coordination with one another. Most importantly, it asserts that policy evaluation is crucial, in particular when it comes to cluster development programs, to ensure the best use of public resources, the accountability of beneficiaries, and most of all to feed the necessary learning to improve the design and implementation of public policies for enterprise development.

Methods and Practices

The Impact Evaluation of Cluster Development Programs

Chiara Broccolini

Giulia Lotti

Mr.Andrea F Presbitero

Rodolfo Stucchi

We use loan-level data on syndicated lending to a large sample of developing countries between 1993 and 2017 to estimate the mobilization effects of multilateral development banks (MDBs), controlling for a large set of fixed effects. We find evidence of positive and significant direct and indirect mobilization effects of multilateral lending on the number of deals and on the total size of bank inflows. The number of lending banks and the average maturity of syndicated loans also increase after MDB lending. These effects are present not only on impact, but they last up to three years and are not offset by a decline in bond financing. There is no evidence of anticipation effects and the results are not driven by confounding factors, such as the presence of large global banks, Chinese lending and aid flows. Finally, the economic effects are sizable, suggesting that MBDs can play a vital role to mobilize private sector financing to achieve the goals of the 2030 Development Agenda.

Mobilization Effects of Multilateral Development Banks

Alessandro Maffioli

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