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The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables

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  • Giuseppe Francesco Gori
  • Patrizia Lattarulo
  • Marco Mariani

Abstract

Decentralised government levels are often entrusted with the management of public works and required to ensure well-timed infrastructure delivery to their communities. We investigate whether monitoring the activity of local procuring authorities during the execution phase of the works they manage may expedite the infrastructure delivery process. Focussing on an Italian regional law which imposes monitoring by the regional government on "strategic" works carried out by local buyers, we draw causal claims using a regression-discontinuity approach, made unusual by the presence of multiple assignment variables. Estimation is performed through discrete-time survival analysis techniques. Results show that monitoring does expedite infrastructure delivery.

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  • Giuseppe Francesco Gori & Patrizia Lattarulo & Marco Mariani, 2021. "The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables," Papers 2102.09625, arXiv.org.
  • Handle: RePEc:arx:papers:2102.09625
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    1. Oriana Bandiera & Andrea Prat & Tommaso Valletti, 2009. "Active and Passive Waste in Government Spending: Evidence from a Policy Experiment," American Economic Review, American Economic Association, vol. 99(4), pages 1278-1308, September.
    2. Malin Arve & David Martimort, 2016. "Dynamic Procurement under Uncertainty: Optimal Design and Implications for Incomplete Contracts," American Economic Review, American Economic Association, vol. 106(11), pages 3238-3274, November.
    3. Välilä, Timo, 2020. "Infrastructure and growth: A survey of macro-econometric research," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 39-49.
    4. Choi, Jin-young & Lee, Myoung-jae, 2018. "Regression Discontinuity with Multiple Running Variables Allowing Partial Effects," Political Analysis, Cambridge University Press, vol. 26(3), pages 258-274, July.
    5. Decarolis, Francesco & Giorgiantonio, Cristina, 2015. "Local public procurement regulations: The case of Italy," International Review of Law and Economics, Elsevier, vol. 43(C), pages 209-226.
    6. Francesco Decarolis & Leonardo M Giuffrida & Elisabetta Iossa & Vincenzo Mollisi & Giancarlo Spagnolo, 2020. "Bureaucratic Competence and Procurement Outcomes [“Politics and Economics in Weak and Strong States]," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 36(3), pages 537-597.
    7. Era Dabla-Norris & Jim Brumby & Annette Kyobe & Zac Mills & Chris Papageorgiou, 2012. "Investing in public investment: an index of public investment efficiency," Journal of Economic Growth, Springer, vol. 17(3), pages 235-266, September.
    8. De Chiara, Alessandro, 2020. "Precontractual investment and modes of procurement," European Economic Review, Elsevier, vol. 124(C).
    9. Gregory Lewis & Patrick Bajari, 2011. "Procurement Contracting With Time Incentives: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1173-1211.
    10. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    11. Brueckner, Jan K. & Picard, Pierre M., 2015. "Where and when to invest in infrastructure," Regional Science and Urban Economics, Elsevier, vol. 53(C), pages 123-134.
    12. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    13. Riccardo Crescenzi & Marco Di Cataldo & Andrés Rodríguez-Pose, 2016. "Government Quality And The Economic Returns Of Transport Infrastructure Investment In European Regions," Journal of Regional Science, Wiley Blackwell, vol. 56(4), pages 555-582, September.
    14. Cerqua, Augusto & Pellegrini, Guido, 2014. "Do subsidies to private capital boost firms' growth? A multiple regression discontinuity design approach," Journal of Public Economics, Elsevier, vol. 109(C), pages 114-126.
    15. Thomas Farole & Andrés Rodríguez‐Pose & Michael Storper, 2011. "Cohesion Policy in the European Union: Growth, Geography, Institutions," Journal of Common Market Studies, Wiley Blackwell, vol. 49(5), pages 1089-1111, September.
    16. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    17. Riccardo Crescenzi & Andrés Rodríguez-Pose, 2012. "Infrastructure and regional growth in the European Union," Papers in Regional Science, Wiley Blackwell, vol. 91(3), pages 487-513, August.
    18. Decio Coviello & Luigi Moretti & Giancarlo Spagnolo & Paola Valbonesi, 2018. "Court Efficiency and Procurement Performance," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(3), pages 826-858, July.
    19. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    20. Decarolis, Francesco & Palumbo, Giuliana, 2015. "Renegotiation of public contracts: An empirical analysis," Economics Letters, Elsevier, vol. 132(C), pages 77-81.
    21. Patrick L. Warren, 2014. "Contracting officer workload, incomplete contracting, and contractual terms," RAND Journal of Economics, RAND Corporation, vol. 45(2), pages 395-421, June.
    22. Papay, John P. & Willett, John B. & Murnane, Richard J., 2011. "Extending the regression-discontinuity approach to multiple assignment variables," Journal of Econometrics, Elsevier, vol. 161(2), pages 203-207, April.
    23. Francesco Decarolis, 2018. "Comparing Public Procurement Auctions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(2), pages 391-419, May.
    24. Brian A. Jacob & Lars Lefgren, 2004. "Remedial Education and Student Achievement: A Regression-Discontinuity Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 226-244, February.
    25. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    26. Steven Tadelis, 2009. "Auctions Versus Negotiations in Procurement: An Empirical Analysis," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 25(2), pages 372-399, October.
    27. Gregory Lewis & Patrick Bajari, 2014. "Moral Hazard, Incentive Contracts, and Risk: Evidence from Procurement," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1201-1228.
    28. Daron Acemoglu & Camilo García-Jimeno & James A. Robinson, 2015. "State Capacity and Economic Development: A Network Approach," American Economic Review, American Economic Association, vol. 105(8), pages 2364-2409, August.
    29. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    30. Elburz, Zeynep & Nijkamp, Peter & Pels, Eric, 2017. "Public infrastructure and regional growth: Lessons from meta-analysis," Journal of Transport Geography, Elsevier, vol. 58(C), pages 1-8.
    31. Chiara D’Alpaos & Michele Moretto & Paola Valbonesi & Sergio Vergalli, 2013. "Time overruns as opportunistic behavior in public procurement," Journal of Economics, Springer, vol. 110(1), pages 25-43, September.
    32. Marco Caliendo & Konstantinos Tatsiramos & Arne Uhlendorff, 2013. "Benefit Duration, Unemployment Duration And Job Match Quality: A Regression‐Discontinuity Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(4), pages 604-627, June.
    33. Giuseppe F Gori & Patrizia Lattarulo & Marco Mariani, 2017. "Understanding the procurement performance of local governments: A duration analysis of public works," Environment and Planning C, , vol. 35(5), pages 809-827, August.
    34. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    35. Joshua D. Angrist & Miikka Rokkanen, 2015. "Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away From the Cutoff," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(512), pages 1331-1344, December.
    36. Dimitri,Nicola & Piga,Gustavo & Spagnolo,Giancarlo (ed.), 2006. "Handbook of Procurement," Cambridge Books, Cambridge University Press, number 9780521870733, September.
    37. Daniel Krähmer & Roland Strausz, 2011. "Optimal Procurement Contracts with Pre-Project Planning," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 1015-1041.
    38. Choi, Jin-young & Lee, Myoung-jae, 2018. "Minimum distance estimator for sharp regression discontinuity with multiple running variables," Economics Letters, Elsevier, vol. 162(C), pages 10-14.
    39. Guccio, Calogero & Pignataro, Giacomo & Rizzo, Ilde, 2014. "Do local governments do it better? Analysis of time performance in the execution of public works," European Journal of Political Economy, Elsevier, vol. 34(C), pages 237-252.
    40. Decio Coviello & Andrea Guglielmo & Giancarlo Spagnolo, 2018. "The Effect of Discretion on Procurement Performance," Management Science, INFORMS, vol. 64(2), pages 715-738, February.
    41. Estache, Antonio & Foucart, Renaud, 2018. "The scope and limits of accounting and judicial courts intervention in inefficient public procurement," Journal of Public Economics, Elsevier, vol. 157(C), pages 95-106.
    42. Bucciol, Alessandro & Chillemi, Ottorino & Palazzi, Giacomo, 2013. "Cost overrun and auction format in small size public works," European Journal of Political Economy, Elsevier, vol. 30(C), pages 35-42.
    43. Simona Baldi & Davide Vannoni, 2017. "The impact of centralization on pharmaceutical procurement prices: the role of institutional quality and corruption," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 426-438, March.
    44. Castells, Antoni & Sole-Olle, Albert, 2005. "The regional allocation of infrastructure investment: The role of equity, efficiency and political factors," European Economic Review, Elsevier, vol. 49(5), pages 1165-1205, July.
    45. Matsudaira, Jordan D., 2008. "Mandatory summer school and student achievement," Journal of Econometrics, Elsevier, vol. 142(2), pages 829-850, February.
    46. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, March.
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