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Giovanni Cerulli

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. Giovanni Cerulli, 2022. "Machine learning using Stata/Python," Italian Stata Users' Group Meetings 2022 02, Stata Users Group.

    Cited by:

    1. Achim Ahrens & Christian B. Hansen & Mark E. Schaffer, 2023. "pystacked: Stacking generalization and machine learning in Stata," Stata Journal, StataCorp LP, vol. 23(4), pages 909-931, December.

  2. Cerulli, Giovanni, 2020. "A Super-Learning Machine for Predicting Economic Outcomes," MPRA Paper 99111, University Library of Munich, Germany.

    Cited by:

    1. Giovanni Cerulli, 2022. "Machine learning using Stata/Python," Stata Journal, StataCorp LP, vol. 22(4), pages 772-810, December.

  3. Meng, Lina & Zhou, Yinggang & Zhang, Ruige & Ye, Zhen & Xia, Senmao & Cerulli, Giovanni & Casady, Carter & Härdle, Wolfgang Karl, 2020. "The Effect of Control Measures on COVID-19 Transmission and Work Resumption: International Evidence," IRTG 1792 Discussion Papers 2020-011, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".

    Cited by:

    1. Wang, Weining & Wooldridge, Jeffrey M. & Xu, Mengshan, 2020. "Improved Estimation of Dynamic Models of Conditional Means and Variances," IRTG 1792 Discussion Papers 2020-021, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    2. Wang, Weining & Yu, Lining & Wang, Bingling, 2020. "Tail Event Driven Factor Augmented Dynamic Model," IRTG 1792 Discussion Papers 2020-022, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    3. Cuicui Lu & Weining Wang & Jeffrey M. Wooldridge, 2018. "Using generalized estimating equations to estimate nonlinear models with spatial data," Papers 1810.05855, arXiv.org.

  4. Anabela Santos & Michele Cincera & Giovanni Cerulli, 2019. "Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy," Working Paper 54d93216-99f7-4438-975d-2, European Microfinance Network.

    Cited by:

    1. Anabela Santos & Karel Haegeman & Pietro Moncada-Paternó-Castello, 2021. "The impact of Covid-19 and of the earlier crisis on firms’ innovation and growth: a comparative analysis," JRC Working Papers on Territorial Modelling and Analysis 2021-03, Joint Research Centre.

  5. Filippetti, Andrea & Cerulli, Giovanni, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose-response approach," LSE Research Online Documents on Economics 100770, London School of Economics and Political Science, LSE Library.

    Cited by:

    1. Andres Rodriguez-Pose & Miquel Vidal-Bover, 2022. "Unfunded mandates and the economic impact of decentralisation. When finance does not follow function," Papers in Evolutionary Economic Geography (PEEG) 2221, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2022.
    2. Rodríguez-Pose, Andrés & Ganau, Roberto, 2019. "Do High-Quality Local Institutions Shape Labour Productivity in Western European Manufacturing Firms?," CEPR Discussion Papers 13703, C.E.P.R. Discussion Papers.
    3. Boto-García, David & Pérez, Levi, 2023. "The effect of high-speed rail connectivity and accessibility on tourism seasonality," Journal of Transport Geography, Elsevier, vol. 107(C).
    4. Luis Diaz-Serrano & Enric Meix-Llop, 2019. "Decentralization and the quality of public services: Cross-country evidence from educational data," Environment and Planning C, , vol. 37(7), pages 1296-1316, November.
    5. Enrique J. Buch‐Gómez & Roberto Cabaleiro‐Casal, 2020. "Turnout, political strength, and cost efficiency in Spanish municipalities of the autonomous region of Galicia: Evidence from an alternative stochastic frontier approach," Papers in Regional Science, Wiley Blackwell, vol. 99(3), pages 533-553, June.

  6. Giovanni Cerulli, 2018. "Data-driven sensitivity analysis for matching estimators," London Stata Conference 2018 02, Stata Users Group.

    Cited by:

    1. Cristian Mardones & Pablo Herreros, 2023. "Ex post evaluation of voluntary environmental policies on the energy intensity in Chilean firms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 9111-9136, September.
    2. Cortés, D & Robayo, M. A., 2023. "Efecto de las tutorías sobre el rendimiento académico: evidencia de estudiantes de economía," Documentos de Trabajo 20781, Universidad del Rosario.
    3. Hynes, S. & Ankamah-Yeboah, I. & O’Neill, S. & Needham, K. & Bich Xuan, B. & Armstrong, C., 2020. "Entropy balancing for causal effects in discrete choice analysis: The Blue Planet II effect," Working Papers 309500, National University of Ireland, Galway, Socio-Economic Marine Research Unit.

  7. Giovanni Cerulli & Roberto Gabriele & Bianca Poti', 2015. "The Role of Firm RD Effort and Collaboration as Mediating Drivers of Innovation Policy Effectiveness," DEM Discussion Papers 2015/01, Department of Economics and Management.

    Cited by:

    1. Hailin Yao & Wei Huang, 2022. "Effect of R&D Subsidies on External Collaborative Networks and the Sustainable Innovation Performance of Strategic Emerging Enterprises: Evidence from China," Sustainability, MDPI, vol. 14(8), pages 1-19, April.
    2. Alessandro De Palma & Marco Faillo & Roberto Gabriele, 2023. "Decentralized Energy: How 100% Renewable Energy Regions Affect Households’ Saving Behavior," Discussion Papers of DIW Berlin 2055, DIW Berlin, German Institute for Economic Research.
    3. Chiara Bocci & Annalisa Caloffi & Marco Mariani & Alessandro Sterlacchini, 2023. "Evaluating Public Support to the Investment Activities of Business Firms: A Multilevel Meta-Regression Analysis of Italian Studies," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 1-34, March.
    4. Scott W. Hegerty & Arkadiusz M. Kowalski & Małgorzata S. Lewandowska, 2023. "Complementarity of additionalities resulting from European Union funds: Perspective of the users of research infrastructures," Review of Policy Research, Policy Studies Organization, vol. 40(2), pages 307-331, March.
    5. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto, 2020. "Public support to R&D, productivity, and spillover effects: Firm-level evidence from Chile," World Development, Elsevier, vol. 130(C).
    6. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    7. Chapman, Gary & Lucena, Abel & Afcha, Sergio, 2018. "R&D subsidies & external collaborative breadth: Differential gains and the role of collaboration experience," Research Policy, Elsevier, vol. 47(3), pages 623-636.
    8. Zhang, Dongyang & Guo, Rui & He, Xiaodan, 2022. "How does the exclusive license stimulate firm’s subsequent innovation? The role of innovation financial input," Research in International Business and Finance, Elsevier, vol. 60(C).
    9. Kowalski Arkadiusz Michał & Mackiewicz Marta, 2022. "Behavioral additionality: the role of cooperation with research institutions in fostering technological maturity of enterprises," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 58(2), pages 179-191, June.
    10. Flavia Roldán & Santiago Acerenza & Martín Pereyra & Liliana Gelabert, 2022. "How does public support for innovation affect cooperation between firms? Evidence from Uruguay," Asociación Argentina de Economía Política: Working Papers 4594, Asociación Argentina de Economía Política.
    11. Bianchi, Mattia & Murtinu, Samuele & Scalera, Vittoria G., 2019. "R&D Subsidies as Dual Signals in Technological Collaborations," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    12. Claudia Cantabene & Iacopo Grassi, 2020. "R&D cooperation in SMEs: the direct effect and the moderating role of human capital," Applied Economics, Taylor & Francis Journals, vol. 52(28), pages 3090-3105, June.
    13. Paulina Kubera, 2018. "Moving beyond the ‘black box’ approach to public interventions promoting research, development and innovation. The concept of behavioural additionality (Otwieranie „czarnej skrzynki” interwencji publi," Research Reports, University of Warsaw, Faculty of Management, vol. 2(28), pages 52-64.

  8. Giovanni Cerulli, 2014. "Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions," CERIS Working Paper 201404, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Roberto Gabriele & Enrico Tundis, 2015. "Contesto regionale, struttura economica e impatto delle politiche regionali: il caso degli alberghi in Trentino," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 37-59.
    2. Atuesta, Laura H. & Hewings, Geoffrey J.D., 2019. "Housing appreciation patterns in low-income neighborhoods: Exploring gentrification in Chicago," Journal of Housing Economics, Elsevier, vol. 44(C), pages 35-47.
    3. Roberto Gabriele & Enrico Tundis, 2015. "the effect of longitudinal multiple subsidies on firm performance in the presence of neighbour interactions," ERSA conference papers ersa15p1368, European Regional Science Association.

  9. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.

    Cited by:

    1. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.

  10. Giovanni Cerulli & Antonio Zinilli, 2014. "datanet: A Stata procedure to facilitate dataset organization for network analysis," Italian Stata Users' Group Meetings 2014 02, Stata Users Group.

    Cited by:

    1. Ayu Pratiwi & Aya Suzuki, 2017. "Effects of farmers’ social networks on knowledge acquisition: lessons from agricultural training in rural Indonesia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-23, December.

  11. Giovanni Cerulli & Roberto Gabriele & Enrico Tundis, 2014. "Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino," ERSA conference papers ersa14p715, European Regional Science Association.

    Cited by:

    1. Di Gennaro, Daniele & Pellegrini, Guido, 2016. "Evaluating direct and indirect treatment effects in Italian R&D expenditures," MPRA Paper 76467, University Library of Munich, Germany, revised 28 Jan 2017.

  12. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," CERIS Working Paper 201405, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    2. Adriana Peluffo, 2016. "The role of investments in export growth," Small Business Economics, Springer, vol. 47(1), pages 115-137, June.
    3. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
    4. Portal, Márcio Telles & Laureano, Luis, 2017. "Does Brazilian allowance for corporate equity reduce the debt bias? Evidences of rebound effect and ownership-induced ACE clientele," Research in International Business and Finance, Elsevier, vol. 42(C), pages 480-495.
    5. Giovanni Cerulli & Bianca Potì & Raffaele Spallone, 2018. "The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 649-675, August.

  13. Giovanni Cerulli, 2012. "contreatreg: A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders," Italian Stata Users' Group Meetings 2012 03, Stata Users Group.

    Cited by:

    1. Jeremiah Harris & Ralph Siebert, 2015. "Driven by the Discount Factor: Impact of Mergers on Market Performance in the Semiconductor Industry," CESifo Working Paper Series 5199, CESifo.
    2. Astrid Sneyers & Anneleen Vandeplas, 2013. "Girl Power in Agricultural Production: How Much Does it Yield? A Case-Study on the Dairy Sector in India," Working Papers id:5562, eSocialSciences.
    3. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    4. Tannista Banerjee & Stephen Martin, 2013. "Pharmaceutical regulation and innovative performance: a decision-theoretic model," Auburn Economics Working Paper Series auwp2013-21, Department of Economics, Auburn University.
    5. Daniele Angelo Previati & Giuseppe Galloppo & Mauro Aliano & Viktoriia Paimanova, 2017. "Why Do US Banks React Differently to Short Selling Bans?," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Giusy Chesini & Elisa Giaretta & Andrea Paltrinieri (ed.), The Business of Banking, chapter 0, pages 79-108, Palgrave Macmillan.
    6. Tannista Banerjee & Ralph Siebert, 2013. "The Impact of R&D Cooperation on Drug Variety Offered on the Market: Evidence from the Pharmaceutical Industry," Auburn Economics Working Paper Series auwp2013-20, Department of Economics, Auburn University.
    7. Mekonnen, Tigist, 2017. "Productivity and household welfare impact of technology adoption: Micro-level evidence from rural Ethiopia," MERIT Working Papers 2017-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    8. Michael J. Peel, 2014. "Addressing unobserved endogeneity bias in accounting studies: control and sensitivity methods by variable type," Accounting and Business Research, Taylor & Francis Journals, vol. 44(5), pages 545-571, October.
    9. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," CERIS Working Paper 201405, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    10. Harris, Jeremiah & Siebert, Ralph, 2017. "Firm-specific time preferences and postmerger firm performance," International Journal of Industrial Organization, Elsevier, vol. 53(C), pages 32-62.
    11. Giovanni Cerulli, 2013. "treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score," United Kingdom Stata Users' Group Meetings 2013 02, Stata Users Group.
    12. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
    13. Ralph Siebert, 2017. "Heterogeneous Merger Impacts on Competitive Outcomes," CESifo Working Paper Series 6607, CESifo.
    14. Ana Isabel Moreno-Monroy & Frederico Ramos, 2015. "The impact of public transport expansions on informality: the case of the São Paulo Metropolitan Region," ERSA conference papers ersa15p1551, European Regional Science Association.
    15. Gelo, Dambala & Dikgang, Johane, 2019. "Collective action and heterogeneous welfare effects: Evidence from Ethiopian villages," World Development Perspectives, Elsevier, vol. 16(C).
    16. Cerulli, Giovanni & De Marchi, Mario, 2012. "R&D And Technological Internationalisation: Evidence From A Random Coefficient Treatment Model," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 9(1-2), January.
    17. Tannista Banerjee & Ralph Siebert, 2017. "The Impact of R&D Cooperations and Mergers in Pharmaceuticals on Research Activities and Drugs Offered on the Market," Southern Economic Journal, John Wiley & Sons, vol. 84(1), pages 202-228, July.

  14. Giovanni Cerulli, 2012. "A continuous treatment model for estimating a Dose Response Function under endogeneity and heterogeneous response to observable confounders: Description and implementation via the Stata module “ctreat," CERIS Working Paper 201218, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.

  15. Giovanni Cerulli, 2012. "A Stata module for estimating dose response treatment models under (continuous) treatment endogeneity and heterogeneous response to observable confounders," United Kingdom Stata Users' Group Meetings 2012 10, Stata Users Group.

    Cited by:

    1. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.

  16. Giovanni Cerulli, 2012. "Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," CERIS Working Paper 201203, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Jeremiah Harris & Ralph Siebert, 2015. "Driven by the Discount Factor: Impact of Mergers on Market Performance in the Semiconductor Industry," CESifo Working Paper Series 5199, CESifo.
    2. Astrid Sneyers & Anneleen Vandeplas, 2013. "Girl Power in Agricultural Production: How Much Does it Yield? A Case-Study on the Dairy Sector in India," Working Papers id:5562, eSocialSciences.
    3. Kwok Chan & Ka Fung & Ender Demir, 2015. "The health and behavioral outcomes of out-of-wedlock children from families of social fathers," Review of Economics of the Household, Springer, vol. 13(2), pages 385-411, June.
    4. Tannista Banerjee & Stephen Martin, 2013. "Pharmaceutical regulation and innovative performance: a decision-theoretic model," Auburn Economics Working Paper Series auwp2013-21, Department of Economics, Auburn University.
    5. Li Dai & Lorraine Eden & Paul W. Beamish, 2023. "The timing and mode of foreign exit from conflict zones: A behavioral perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(6), pages 1090-1104, August.
    6. Pascale Lengagne, 2016. "Experience Rating and Work-Related Health and Safety," Journal of Labor Research, Springer, vol. 37(1), pages 69-97, March.
    7. Alessandro De Palma & Marco Faillo & Roberto Gabriele, 2023. "Decentralized Energy: How 100% Renewable Energy Regions Affect Households’ Saving Behavior," Discussion Papers of DIW Berlin 2055, DIW Berlin, German Institute for Economic Research.
    8. Daniele Angelo Previati & Giuseppe Galloppo & Mauro Aliano & Viktoriia Paimanova, 2017. "Why Do US Banks React Differently to Short Selling Bans?," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Giusy Chesini & Elisa Giaretta & Andrea Paltrinieri (ed.), The Business of Banking, chapter 0, pages 79-108, Palgrave Macmillan.
    9. Pascale Lengagne, 2015. "Workers Compensation Insurance: Incentive Effects of Experience Rating on Work-related Health and Safety," Working Papers DT64, IRDES institut for research and information in health economics, revised Jan 2015.
    10. Tannista Banerjee & Ralph Siebert, 2013. "The Impact of R&D Cooperation on Drug Variety Offered on the Market: Evidence from the Pharmaceutical Industry," Auburn Economics Working Paper Series auwp2013-20, Department of Economics, Auburn University.
    11. Mekonnen, Tigist, 2017. "Productivity and household welfare impact of technology adoption: Micro-level evidence from rural Ethiopia," MERIT Working Papers 2017-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Michael J. Peel, 2014. "Addressing unobserved endogeneity bias in accounting studies: control and sensitivity methods by variable type," Accounting and Business Research, Taylor & Francis Journals, vol. 44(5), pages 545-571, October.
    13. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," CERIS Working Paper 201405, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    14. Harris, Jeremiah & Siebert, Ralph, 2017. "Firm-specific time preferences and postmerger firm performance," International Journal of Industrial Organization, Elsevier, vol. 53(C), pages 32-62.
    15. Giovanni Cerulli, 2013. "treatrew: A user-written Stata routine for estimating average treatment effects by reweighting on propensity score," United Kingdom Stata Users' Group Meetings 2013 02, Stata Users Group.
    16. Jean Canil & Bruce Rosser, 2015. "Evidence on exercise pricing in CEO option grants in two countries," Annals of Finance, Springer, vol. 11(3), pages 383-410, November.
    17. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    18. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
    19. Ralph Siebert, 2017. "Heterogeneous Merger Impacts on Competitive Outcomes," CESifo Working Paper Series 6607, CESifo.
    20. Ana Isabel Moreno-Monroy & Frederico Ramos, 2015. "The impact of public transport expansions on informality: the case of the São Paulo Metropolitan Region," ERSA conference papers ersa15p1551, European Regional Science Association.
    21. Gelo, Dambala & Dikgang, Johane, 2019. "Collective action and heterogeneous welfare effects: Evidence from Ethiopian villages," World Development Perspectives, Elsevier, vol. 16(C).
    22. Chang, Yun-Cih & Luh, Yir-Hueih & Hsieh, Ming-Feng, 2023. "Economic Effects of Organic Farming in Taiwan: Empirical Evidence from Population-Based Farm Household Data," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334542, Agricultural Economics Society - AES.
    23. Cerulli, Giovanni & De Marchi, Mario, 2012. "R&D And Technological Internationalisation: Evidence From A Random Coefficient Treatment Model," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 9(1-2), January.
    24. Antonio Prencipe & Luciano D'Amico & Danilo Boffa & Christian Corsi, 2024. "The effect of output additionality of public funding support on firm innovation. Evidence from firms of different sizes," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 2278-2299, April.
    25. Tannista Banerjee & Ralph Siebert, 2017. "The Impact of R&D Cooperations and Mergers in Pharmaceuticals on Research Activities and Drugs Offered on the Market," Southern Economic Journal, John Wiley & Sons, vol. 84(1), pages 202-228, July.

  17. Giovanni Cerulli, 2011. "ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," Italian Stata Users' Group Meetings 2011 04, Stata Users Group.

    Cited by:

    1. Astrid Sneyers & Anneleen Vandeplas, 2013. "Girl Power in Agricultural Production: How Much Does it Yield? A Case-Study on the Dairy Sector in India," Working Papers id:5562, eSocialSciences.
    2. Kwok Chan & Ka Fung & Ender Demir, 2015. "The health and behavioral outcomes of out-of-wedlock children from families of social fathers," Review of Economics of the Household, Springer, vol. 13(2), pages 385-411, June.
    3. De la O Campos, Ana Paula & Edouard, Fabrice & Salvago, Marta Ruiz, 2023. "Effects of land titling on household tenure security and investments: Evidence from Nicaragua," Land Use Policy, Elsevier, vol. 126(C).
    4. Christiane Hinerasky, 2014. "Advances in Training Evaluation - Psychological, Educational, Economic, and Econometric Perspectives on the Kirkpatrick Model," Working Papers Dissertations 14, Paderborn University, Faculty of Business Administration and Economics.
    5. Jean Canil & Bruce Rosser, 2015. "Evidence on exercise pricing in CEO option grants in two countries," Annals of Finance, Springer, vol. 11(3), pages 383-410, November.

  18. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.

    Cited by:

    1. Giovanni Cerulli, 2012. "Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-7.
    2. Chiara Bocci & Annalisa Caloffi & Marco Mariani & Alessandro Sterlacchini, 2023. "Evaluating Public Support to the Investment Activities of Business Firms: A Multilevel Meta-Regression Analysis of Italian Studies," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 1-34, March.
    3. Néstor Duch-Brown & José García-Quevedo & Daniel Montolio, 2011. "The link between public support and private r&d effort: what is the optimal subsidy?," Working Papers 2011/12, Institut d'Economia de Barcelona (IEB).
    4. Giuseppina Testa & Katarzyna Szkuta, 2018. "Improving access to finance for young innovative enterprises with growth potential: evidence of impact on firms' output - Part 2. R&D grant schemes: lessons learned from evaluations," JRC Research Reports JRC109879, Joint Research Centre.
    5. Hud, Martin & Hussinger, Katrin, 2014. "The impact of R&D subsidies during the crisis," ZEW Discussion Papers 14-024, ZEW - Leibniz Centre for European Economic Research.
    6. Aristei, David & Sterlacchini, Alessandro & Venturini, Francesco, 2015. "The effects of public supports on business R&D: firm-level evidence across EU countries," MPRA Paper 64611, University Library of Munich, Germany.
    7. Dezhina, I. & Simachev, Yu., 2013. "Matching Grants for Stimulating Partnerships between Companies and Universities in Innovation Area: Initial Effects in Russia," Journal of the New Economic Association, New Economic Association, vol. 19(3), pages 99-122.
    8. LOPES BENTO Cindy & HOTTENROTT Hanna, 2012. "(International) R&D Collaboration and SMEs: The effectiveness of targeted public R&D support schemes," LISER Working Paper Series 2012-36, Luxembourg Institute of Socio-Economic Research (LISER).
    9. Correa, Paulo & Andres, Luis & Borja-Vega, Christian, 2013. "The impact of government support on firm R&D investments : a meta-analysis," Policy Research Working Paper Series 6532, The World Bank.
    10. Isabel Bodas Freitas & Fulvio Castellacci & Roberto Fontana & Franco Malerba & Andrea Vezzulli, 2015. "The additionality effects of R&D tax credits across sectors: A cross-country microeconometric analysis," Working Papers on Innovation Studies 20150424, Centre for Technology, Innovation and Culture, University of Oslo.
    11. Dezhina, Irina & Simachev, Yuri, 2012. "Partnering universities and companies in Russia: effects of new government initiative," MPRA Paper 43622, University Library of Munich, Germany.
    12. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
    13. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
    14. Syoum Negassi & Jean-Francois Sattin, 2014. "Evaluation of Public R&D Policy: A Meta-Regression Analysis," Working Papers 14-09, University of Delaware, Department of Economics.

  19. Giovanni Cerulli, 2010. "Are R&D subsidies provided optimally? Evidence from a simulated agency-firm stochastic dynamic game," CERIS Working Paper 201011, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Rodríguez-Pose, Andrés & Wilkie, Callum, 2016. "Context and the role of policies to attract foreign R&D in Europe," LSE Research Online Documents on Economics 84289, London School of Economics and Political Science, LSE Library.
    2. Giovanni Cerulli & Federico Cecconi & Maria Augusta Miceli & Pierpaolo Angelini & Bianca Potì, 2015. "R&Dsimulab: a micro-policy simulator for an ex-ante assessment of the effect of public R&D policies," EcoMod2015 8631, EcoMod.
    3. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.

  20. Giovanni Cerulli, 2008. "Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues," CERIS Working Paper 200803, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Dezhina, I. & Simachev, Yu., 2013. "Matching Grants for Stimulating Partnerships between Companies and Universities in Innovation Area: Initial Effects in Russia," Journal of the New Economic Association, New Economic Association, vol. 19(3), pages 99-122.
    2. Spyros Arvanitis, 2013. "Micro-econometric approaches to the evaluation of technology-oriented public programmes: a non-technical review of the state of the art," Chapters, in: Albert N. Link & Nicholas S. Vonortas (ed.), Handbook on the Theory and Practice of Program Evaluation, chapter 3, pages 56-88, Edward Elgar Publishing.

  21. Giovanni Cerulli & Bianca Poti', 2008. "Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey," CERIS Working Paper 200809, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Wojciech Grabowski & Krzysztof Szczygielski & M. Teoman Pamukçu & Sinan Tandogan, 2013. "Does Government Support for Private Innovation Matter? Firm Level Evidence from Turkey and Poland," CASE Network E-briefs 3, CASE-Center for Social and Economic Research.
    2. Dragana Radicic & Geoffrey Pugh & Hugo Hollanders & René Wintjes & Jon Fairburn, 2016. "The impact of innovation support programs on small and medium enterprises innovation in traditional manufacturing industries: An evaluation for seven European Union regions," Environment and Planning C, , vol. 34(8), pages 1425-1452, December.
    3. Anders Gustafsson & Patrik Gustavsson Tingvall & Daniel Halvarsson, 2020. "Subsidy Entrepreneurs: an Inquiry into Firms Seeking Public Grants," Journal of Industry, Competition and Trade, Springer, vol. 20(3), pages 439-478, September.
    4. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
    5. Brüggemann, Julia & Proeger, Till, 2017. "The effectiveness of public subsidies for private innovations: An experimental approach," University of Göttingen Working Papers in Economics 266, University of Goettingen, Department of Economics, revised 2017.
    6. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.
    7. Sheema Matloob & Mónica Lorena Sánchez Limón & Halia Mayela Valladares Montemayor & Ali Raza & Julio Cesar Castanon Rodriguez, 2023. "Does Strategic Change Enhance the Relationship between Firms’ Resources and SMEs Performance in Pakistan?," Sustainability, MDPI, vol. 15(3), pages 1-20, January.
    8. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    9. Gustafsson, Anders & Gustavsson Tingvall, Patrik & Halvarsson, Daniel, 2017. "Subsidy Entrepreneurs," Ratio Working Papers 303, The Ratio Institute.
    10. Brüggemann Julia & Proeger Till, 2017. "The Effectiveness of Public Subsidies for Private Innovations. An Experimental Approach," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-21, October.
    11. Alena Zemplinerová & Eva Hromádková, 2012. "Determinants of Firm's Innovation," Prague Economic Papers, Prague University of Economics and Business, vol. 2012(4), pages 487-503.
    12. Correa, Paulo & Andres, Luis & Borja-Vega, Christian, 2013. "The impact of government support on firm R&D investments : a meta-analysis," Policy Research Working Paper Series 6532, The World Bank.
    13. Marusca De Castris & Guido Pellegrini, 2015. "Caratteristiche delle imprese ed eterogeneit? degli effetti degli incentivi alla r&s," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 61-79.
    14. Syoum Negassi & Jean-Francois Sattin, 2014. "Evaluation of Public R&D Policy: A Meta-Regression Analysis," Working Papers 14-09, University of Delaware, Department of Economics.
    15. Spyros Arvanitis, 2013. "Micro-econometric approaches to the evaluation of technology-oriented public programmes: a non-technical review of the state of the art," Chapters, in: Albert N. Link & Nicholas S. Vonortas (ed.), Handbook on the Theory and Practice of Program Evaluation, chapter 3, pages 56-88, Edward Elgar Publishing.

  22. Bianca Potì & Giovanni Cerulli, 2007. "Heterogeneity of innovation strategies and firms’ performance," CERIS Working Paper 200706, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Fabio Cerina & Francesco Mureddu, 2010. "Is Agglomeration really Good for Growth? Global Efficiency, Interregional Equity and Uneven Growth," DEGIT Conference Papers c015_022, DEGIT, Dynamics, Economic Growth, and International Trade.

  23. Giovanni Cerulli & Bianca Potì, 2007. "Measuring Intersectoral Knowledge Spillovers: an Application of Sensitivity Analysis to Italy," CERIS Working Paper 200711, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.

    Cited by:

    1. Yeo, Yeongjun & Lee, Jeong-Dong, 2020. "Revitalizing the race between technology and education: Investigating the growth strategy for the knowledge-based economy based on a CGE analysis," Technology in Society, Elsevier, vol. 62(C).
    2. Fabio Cerina & Francesco Mureddu, 2010. "Is Agglomeration really Good for Growth? Global Efficiency, Interregional Equity and Uneven Growth," DEGIT Conference Papers c015_022, DEGIT, Dynamics, Economic Growth, and International Trade.
    3. Eduardo Gonçalves & Fernando Salgueiro Perobelli & Inácio Fernandes Araújo, 2017. "Estimating intersectoral technology spillovers for Brazil," The Journal of Technology Transfer, Springer, vol. 42(6), pages 1377-1406, December.
    4. Kristkova, Z. Smeets & Gardebroek, K. & van Dijk, M. & van Meijl, H., 2015. "The impact of R&D on factor-augmenting technical change- an empirical assessment at the sector level," 2015 Conference, August 9-14, 2015, Milan, Italy 230229, International Association of Agricultural Economists.
    5. João Gabriel Pio & Eduardo Gonçalves & Claúdio R. F. Vasconcelos, 2021. "Technology Spillovers Through Exports: Empirical Evidence for the Chinese Case," Journal of Industry, Competition and Trade, Springer, vol. 21(3), pages 423-443, September.
    6. Fabrizio Fusillo & Sandro Montresor & Giuseppe Vittucci Marzetti, 2021. "The global network of embodied R&D flows," Discussion Paper series in Regional Science & Economic Geography 2021-05, Gran Sasso Science Institute, Social Sciences, revised Apr 2021.

Articles

  1. Giovanni Cerulli, 2022. "Machine learning using Stata/Python," Stata Journal, StataCorp LP, vol. 22(4), pages 772-810, December.
    See citations under working paper version above.
  2. Giovanni Cerulli & Giovanni Marin & Eleonora Pierucci & Bianca Potì, 2022. "Do company-owned academic patents influence firm performance? Evidence from the Italian industry," The Journal of Technology Transfer, Springer, vol. 47(1), pages 242-269, February.

    Cited by:

    1. Annamaria Demarinis Loiotile & Francesco De Nicolò & Adriana Agrimi & Loredana Bellantuono & Marianna La Rocca & Alfonso Monaco & Ester Pantaleo & Sabina Tangaro & Nicola Amoroso & Roberto Bellotti, 2022. "Best Practices in Knowledge Transfer: Insights from Top Universities," Sustainability, MDPI, vol. 14(22), pages 1-23, November.
    2. JaeYeon Sim & Kyungmyung Jang, 2023. "Blockchain innovation and firm’s financial performance: patent analysis based on firm-level information," Applied Economics, Taylor & Francis Journals, vol. 55(60), pages 7178-7193, December.

  3. Giovanni Cerulli & Rosaria Simone & Francesca Di Iorio & Domenico Piccolo & Christopher F Baum, 2022. "Fitting mixture models for feeling and uncertainty for rating data analysis," Stata Journal, StataCorp LP, vol. 22(1), pages 195-223, March.

    Cited by:

    1. Beatriz Tovar & David Boto-García & José Francisco Baños Pino, 2024. "Meeting externalities: The effects of educational training on support for tourism activities," Tourism Economics, , vol. 30(3), pages 785-805, May.
    2. Stefania Capecchi & Francesca Di Iorio & Nunzia Nappo, 2024. "A mixture model for self-assessed stress at work across EU 163," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 78(2), pages 163-174, April-Jun.

  4. Giovanni Cerulli & Marco Ventura, 2021. "A dose–response approach to evaluate the effects of different levels of partial credit guarantees," Applied Economics, Taylor & Francis Journals, vol. 53(12), pages 1418-1434, March.

    Cited by:

    1. Boto-García, David & Pérez, Levi, 2023. "The effect of high-speed rail connectivity and accessibility on tourism seasonality," Journal of Transport Geography, Elsevier, vol. 107(C).

  5. Giovanni Cerulli & Vincenzo D’Apice & Franco Fiordelisi & Francesco Masala, 2020. "Benchmarking non-performing loans," The European Journal of Finance, Taylor & Francis Journals, vol. 26(16), pages 1591-1605, November.

    Cited by:

    1. Gabriel Zsurkis, 2022. "Determinants of cost of equity for listed euro area banks," Working Papers w202209, Banco de Portugal, Economics and Research Department.
    2. Cicchiello, Antonella Francesca & Cotugno, Matteo & Perdichizzi, Salvatore & Torluccio, Giuseppe, 2022. "Do capital buffers matter? Evidence from the stocks and flows of nonperforming loans," International Review of Financial Analysis, Elsevier, vol. 84(C).

  6. Giovanni Cerulli & Marco Ventura, 2019. "Estimation of pre- and posttreatment average treatment effects with binary time-varying treatment using Stata," Stata Journal, StataCorp LP, vol. 19(3), pages 551-565, September.

    Cited by:

    1. Cháves , Alvaro & Mesa, Alejandro & Mesa, Fernando, 2023. "Slow Dynamics of Job Flow Rates in Colombian Industry," Coyuntura Económica, Fedesarrollo, vol. 53, pages 29-50, December.
    2. Dou, Bin & Guo, SongLin & Chang, XiaoChen & Wang, Yong, 2023. "Corporate digital transformation and labor structure upgrading," International Review of Financial Analysis, Elsevier, vol. 90(C).
    3. Filippetti, Andrea & Vezzani, Antonio, 2022. "The political economy of public research, or why some governments commit to research more than others," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    4. Oriola, Hugo, 2023. "Political monetary cycles: An empirical study," European Journal of Political Economy, Elsevier, vol. 79(C).
    5. Cirulli, Vanessa & Marini, Giorgia, 2023. "Are austerity measures really distressing? Evidence from Italy," Economics & Human Biology, Elsevier, vol. 49(C).
    6. Gunduz, Lokman & Genc, Ismail H. & Aysan, Ahmet Faruk, 2021. "Buying citizenship: A boon to district-level house prices in Istanbul," MPRA Paper 110028, University Library of Munich, Germany.
    7. Ana Maria Diaz & Luz Magdalena Salas & Ana María Tribín-Uribe, 2020. "Hidden benefits of peace: The case of sexual violence," Borradores de Economia 1124, Banco de la Republica de Colombia.
    8. Davide Antonioli & Alberto Marzucchi & Francesco Rentocchini & Simone Vannuccini, 2022. "Robot Adoption and Innovation Activities (last revised: December 2023)," Munich Papers in Political Economy 21, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    9. Amenta, Carlo & Aronica, Martina & Stagnaro, Carlo, 2022. "Is more competition better? Retail electricity prices and switching rates in the European Union," Utilities Policy, Elsevier, vol. 78(C).
    10. Giua, Mara & Hoxhaj, Rezart & Pierucci, Eleonora, 2022. "Inclusive Europe: the impact of the EU Cohesion Policy on immigrants’ economic integration in Italy," Journal of Policy Modeling, Elsevier, vol. 44(3), pages 532-549.
    11. Pauline Avril & Gregory Levieuge & Camelia Turcu, 2023. "Do bankers want their umbrellas back when it rains? Evidence from typhoons in China," Working Papers 2023.08, International Network for Economic Research - INFER.
    12. Vanessa Cirulli & Giorgia Marini, 2023. "Do mergers really increase output? Evidence from English hospitals," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(1), pages 159-189, March.
    13. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto, 2020. "Public support to R&D, productivity, and spillover effects: Firm-level evidence from Chile," World Development, Elsevier, vol. 130(C).
    14. Adam, Antonis & Tsavou, Evi, 2022. "Do natural disasters fuel terrorism? The role of state capacity," Economic Modelling, Elsevier, vol. 115(C).
    15. Peñasco, Cristina & Anadón, Laura Díaz, 2023. "Assessing the effectiveness of energy efficiency measures in the residential sector gas consumption through dynamic treatment effects: Evidence from England and Wales," Energy Economics, Elsevier, vol. 117(C).
    16. Busu, Mihail & Caraiani, Petre & Hadad, Shahrazad & Incze, Cynthia Bianka & Vargas, Madalina Vanesa, 2021. "The performance of publicly funded startups in Romania," Economic Systems, Elsevier, vol. 45(3).
    17. Fernandez, Viviana, 2021. "The role of trust and social commitment in start-up financing," International Review of Financial Analysis, Elsevier, vol. 75(C).
    18. Edoardo Baldoni & Roberto Esposti, 2023. "Estimating The Impact Of Policies Under Spatial Interference. The Case Of Cap Support To Organic Farming," Working Papers 475, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    19. Giovanni Cerulli & Giovanni Marin & Eleonora Pierucci & Bianca Potì, 2022. "Do company-owned academic patents influence firm performance? Evidence from the Italian industry," The Journal of Technology Transfer, Springer, vol. 47(1), pages 242-269, February.
    20. Elisabet Rodriguez Llorian & Gregory Mason, 2021. "Electronic medical records and primary care quality: Evidence from Manitoba," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 1124-1138, May.
    21. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    22. Cappelletti, Giuseppe & Ponte Marques, Aurea & Salleo, Carmelo & Martín, Diego Vila, 2020. "How do banking groups react to macroprudential policies? Cross-border spillover effects of higher capital buffers on lending, risk-taking and internal markets," Working Paper Series 2497, European Central Bank.
    23. Chávez, Alicia & Rodríguez-Puello, Gabriel, 2022. "Commodity price shocks and the gender wage gap: Evidence from the Metal Mining Prices Super-Cycle in Chile," Resources Policy, Elsevier, vol. 76(C).
    24. Ferraro, Aniello & Cerciello, Massimiliano & Agovino, Massimiliano & Garofalo, Antonio, 2021. "Do public policies reduce social exclusion? The role of national and supranational economic tools," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 165-181.

  7. Cerulli, Giovanni, 2019. "Data-driven sensitivity analysis for matching estimators," Economics Letters, Elsevier, vol. 185(C).
    See citations under working paper version above.
  8. Cerulli, Giovanni, 2019. "A flexible Synthetic Control Method for modeling policy evaluation," Economics Letters, Elsevier, vol. 182(C), pages 40-44.

    Cited by:

    1. Bidisha Lahiri & Anurag Deb, 2022. "Impact of the Indian “demonetization” policy on its export performance," Empirical Economics, Springer, vol. 62(6), pages 2799-2825, June.
    2. Alfano, Vincenzo & Ercolano, Salvatore & Cicatiello, Lorenzo, 2021. "School openings and the COVID-19 outbreak in Italy. A provincial-level analysis using the synthetic control method," Health Policy, Elsevier, vol. 125(9), pages 1200-1207.
    3. Giovanni Cerulli & Silvia Nenci & Luca Salvatici & Antonio Zinilli, 2022. "Currency Unions and Global Value Chains: The Impact of the Euro on the Italian Value Added Exports," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(2), pages 373-407, July.
    4. Hu, Yuan & Kuhn, Lena & Zheng, Wenxue, 2021. "Promote or Inhibit？the Effects of Forest Carbon Sinks Projects on Agricultural Development: Evidence from Sichuan, China," 2021 Conference, August 17-31, 2021, Virtual 315381, International Association of Agricultural Economists.
    5. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    6. Alessio Mitra & Athanasios Chymis, 2022. "Federalism, but how? The impact of vertical fiscal imbalance on economic growth. Evidence from Belgium," Economics and Politics, Wiley Blackwell, vol. 34(2), pages 322-350, July.
    7. Giovanni Cerulli, 2019. "Extending the difference-in-differences (DID) to settings with many treated units and same intervention time: Model and Stata implementation," 2019 Stata Conference 26, Stata Users Group.

  9. Andrea Filippetti & Giovanni Cerulli, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 801-826, August.
    See citations under working paper version above.
  10. Giovanni Cerulli, 2017. "Identification and estimation of treatment effects in the presence of (correlated) neighborhood interactions: Model and Stata implementation via ntreatreg," Stata Journal, StataCorp LP, vol. 17(4), pages 803-833, December.

    Cited by:

    1. Amadu, Festus O. & McNamara, Paul E. & Davis, Kristin E., 2021. "Soil health and grain yield impacts of climate resilient agriculture projects: Evidence from southern Malawi," Agricultural Systems, Elsevier, vol. 193(C).
    2. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Yield effects of climate-smart agriculture aid investment in southern Malawi," Food Policy, Elsevier, vol. 92(C).
    3. Spanos, Yiannis E., 2021. "Exploring heterogeneous returns to collaborative R&D: A marginal treatment effects perspective," Research Policy, Elsevier, vol. 50(5).

  11. Giovanni Cerulli, 2017. "Estimating responsiveness scores using rscore," Stata Journal, StataCorp LP, vol. 17(2), pages 422-441, June.

    Cited by:

    1. Giovanni Cerulli & Maria Ventura & Christopher F Baum, 2018. "The Economic Determinants of Crime: an Approach through Responsiveness Scores," Boston College Working Papers in Economics 948, Boston College Department of Economics.

  12. Pierpaolo Angelini & Giovanni Cerulli & Federico Cecconi & Maria-Augusta Miceli & Bianca Potì, 2017. "R&D Subsidization Effect and Network Centralization: Evidence from an Agent-Based Micro-Policy Simulation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 20(4), pages 1-4.

    Cited by:

    1. Inyoung Hwang, 2020. "An Agent-Based Model of Firm Size Distribution and Collaborative Innovation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 23(1), pages 1-9.

  13. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    See citations under working paper version above.
  14. Giovanni Cerulli, 2015. "ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment," Stata Journal, StataCorp LP, vol. 15(4), pages 1019-1045, December.

    Cited by:

    1. Andrea Filippetti & Giovanni Cerulli, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 801-826, August.
    2. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    3. Lota Tamini & Aristide B. Valéa, 2019. "Innovation Activities and Export Performance of Canadian Small and Medium-Sized Agri-Food Firms," CIRANO Working Papers 2019s-09, CIRANO.
    4. Li, Jiajia & Li, Houjian, 2022. "Spiritual support or living support: Which alleviates solid fuel use for rural households in ethnical minority regions of China?," Renewable Energy, Elsevier, vol. 189(C), pages 479-491.
    5. Christopher Baum & Giovanni Cerulli, CNR-IRCrES, 2016. "Estimating a dose-response function with heterogeneous response to confounders when treatment is continuous and endogenous," EcoMod2016 9388, EcoMod.
    6. Pablo Blanchard & Adriana Peluffo & Dayna Zaclicever, 2019. "Revisando el rol de los productos intermedios importados en la productividad: un análisis a nivel de empresa para Uruguay," Documentos de Trabajo (working papers) 19-03, Instituto de Economía - IECON.
    7. Naji Bsisu & Amanda Murdie, 2022. "Interventions and repression following civil conflict," Journal of Peace Research, Peace Research Institute Oslo, vol. 59(2), pages 213-228, March.
    8. Maria Dolores Montoya Diaz & Adriano Dutra Teixeira, Fernando Antonio Slaibe Postali, Natalia Nunes Ferreira-Batista, Rodrigo Mor, 2019. "Primary health care coverage in Brazil: Assessment of the Family Health Program impacts on mortality at municipality level," Working Papers, Department of Economics 2019_42, University of São Paulo (FEA-USP), revised 12 Aug 2021.
    9. Konstantinos Chatzimichael & Margarita Genius & Vangelis Tzouvelekas, 2022. "Pesticide use, health impairments and economic losses under rational farmers behavior," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 765-790, March.
    10. Simone Chinetti, 2023. "Investment Subsidies Effectiveness: Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 723-759, July.
    11. Boto-García, David & Pérez, Levi, 2023. "The effect of high-speed rail connectivity and accessibility on tourism seasonality," Journal of Transport Geography, Elsevier, vol. 107(C).
    12. Jaka Cepec & Peter Grajzl & Barbara Mörec, 2022. "Public cash and modes of firm exit," Journal of Evolutionary Economics, Springer, vol. 32(1), pages 247-298, January.
    13. Kwabena Nyarko Addai & John N. Ng’ombe & Simeon Kaitibie, 2022. "A Dose–Response Analysis of Rice Yield to Agrochemical Use in Ghana," Agriculture, MDPI, vol. 12(10), pages 1-15, September.
    14. Tamru, Seneshaw & Minten, Bart, 2018. "Investing in wet mills and washed coffee in Ethiopia: Benefits and constraints," ESSP working papers 121, International Food Policy Research Institute (IFPRI).
    15. Falvey, Rod & Foster-McGregor, Neil, 2017. "On the relationship between the breadth of PTAs and trade flows," MERIT Working Papers 2017-038, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    16. Xuhang Shen & Ziqi Wang & Shi Li, 2023. "Access to Piped Water and Off-Farm Work Participation: Evidence from Rural China," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    17. Prifti, Ervin & Estruch, Elisenda & Daidone, Silvio & Davis, Benjamin, 2019. "How much is too much: Does the size of income support transfers affect labor supply?," Journal of Policy Modeling, Elsevier, vol. 41(1), pages 179-196.
    18. Moti Jaleta & Menale Kassie & Paswel Marenya & Chilot Yirga & Olaf Erenstein, 2018. "Impact of improved maize adoption on household food security of maize producing smallholder farmers in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 81-93, February.
    19. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
    20. Bethelhem Legesse Debela & Gerald E. Shively & Stein T. Holden, 2021. "Implications of food-for-work programs for consumption and production diversity: Evidence from the Tigray Region of Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-24, December.
    21. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.

  15. Giovanni Cerulli, 2014. "ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection," Stata Journal, StataCorp LP, vol. 14(3), pages 453-480, September.

    Cited by:

    1. George Planiteros, 2022. "Reverse matching for ex-ante policy evaluation," DEOS Working Papers 2206, Athens University of Economics and Business.
    2. Hamed Sambo, 2020. "Effect of migration on the food security of households left behind: Evidence from Ethiopia," CEPN Working Papers hal-02881695, HAL.
    3. Hamed Sambo, 2020. "Effect of migration on the food security of households left behind: Evidence from Ethiopia," Working Papers hal-02881695, HAL.
    4. Masoud Kamalahmadi & Qiuping Yu & Yong-Pin Zhou, 2021. "Call to Duty: Just-in-Time Scheduling in a Restaurant Chain," Management Science, INFORMS, vol. 67(11), pages 6751-6781, November.
    5. Cerqueti, Roy & Sabatini, Fabio & Ventura, Marco, 2017. "Civic capital and support for the welfare state," EconStor Preprints 171243, ZBW - Leibniz Information Centre for Economics.
    6. Carboni, Marika & Fiordelisi, Franco & Ricci, Ornella & Lopes, Francesco Saverio Stentella, 2017. "Surprised or not surprised? The investors’ reaction to the comprehensive assessment preceding the launch of the banking union," Journal of Banking & Finance, Elsevier, vol. 74(C), pages 122-132.
    7. Pål Børing, 2019. "The relationship between firm productivity, firm size and CSR objectives for innovations," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(3), pages 269-297, September.
    8. Aakvik, Arild & Holmås, Tor Helge & Kjerstad, Egil, 2015. "Prioritization and the elusive effect on welfare – A Norwegian health care reform revisited," Social Science & Medicine, Elsevier, vol. 128(C), pages 290-300.
    9. Fenton Villar, Paul, 2020. "The Extractive Industries Transparency Initiative (EITI) and trust in politicians," Resources Policy, Elsevier, vol. 68(C).
    10. Barth, James R. & Miller, Stephen Matteo, 2018. "Benefits and costs of a higher bank “leverage ratio”," Journal of Financial Stability, Elsevier, vol. 38(C), pages 37-52.
    11. Pradhan, Deepa & Ranjan, Ram, 2016. "Achieving Sustainability and Development through Collective Action? An Empirical Analysis of the Impact of the Bore Pool Sharing Program on Farm Incomes and Crop Choices," World Development, Elsevier, vol. 88(C), pages 152-174.
    12. Christopher Baum & Giovanni Cerulli, CNR-IRCrES, 2016. "Estimating a dose-response function with heterogeneous response to confounders when treatment is continuous and endogenous," EcoMod2016 9388, EcoMod.
    13. Miguel Á. Malo & Ángel Martín-Román & Alfonso Moral, 2018. "“Peer effects” or “quasi-peer effects” in Spanish labour court rulings," European Journal of Law and Economics, Springer, vol. 45(3), pages 497-525, June.
    14. Cédric Gaillard & Marie Dervillé, 2022. "Dairy farming, cooperatives and livelihoods: lessons learned from six indian villages," Post-Print hal-03483394, HAL.
    15. Creemers, Sarah & Peeters, Ludo & Quiroz Castillo, Juan Luis & Vancauteren, Mark & Voordeckers, Wim, 2023. "Family firms and the labor productivity controversy: A distributional analysis of varying labor productivity gaps," Journal of Family Business Strategy, Elsevier, vol. 14(2).
    16. Bin Ni, 2013. "Are Investment Promotion Agencies Doing the Thing Right? Evidence from China," OSIPP Discussion Paper 13E004Rev., Osaka School of International Public Policy, Osaka University, revised Jan 2015.
    17. Ralph B. Siebert, 2022. "What Determines Heterogeneous Merger Effects on Competitive Outcomes?," Journal of Industrial Economics, Wiley Blackwell, vol. 70(1), pages 217-256, March.
    18. Scognamillo, Antonio & Mastrorillo, Marina & Ignaciuk, Adriana, 2024. "One for all and all for one: Increasing the adaptive capacity of households and communities through a public work programme," World Development, Elsevier, vol. 175(C).
    19. Davide Antonioli & Georgios Gioldasis & Antonio Musolesi, 2018. "Estimating a non-neutral production function: a heterogeneous treatment effect approach," SEEDS Working Papers 0618, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Mar 2018.
    20. Delprato, Marcos & Akyeampong, Kwame, 2019. "The effect of working on students’ learning in Latin America: Evidence from the learning survey TERCE," International Journal of Educational Development, Elsevier, vol. 70(C), pages 1-1.
    21. Scognamillo, Antonio & Mastrorillo, Marina & Ignaciuk, Ada, 2022. "Reducing vulnerability to weather shocks through social protection – Evidence from the implementation of Productive Safety Net Programme (PSNP) in Ethiopia," ESA Working Papers 324074, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    22. Ajilore, Olugbenga, 2017. "Is There a 1033 Effect? Police Militarization and Aggressive Policing," MPRA Paper 82543, University Library of Munich, Germany.
    23. Ali Ubaid & Mazhar Mughal & Lionel de Boisdeffre, 2023. "Migrant Remittances, Agriculture Investment and Cropping Patterns," Working Papers hal-03930637, HAL.
    24. Moral, Alfonso & Rosales, Virginia & Martín-Román, Ángel, 2021. "Professional vs. non-professional labour judges: their impact on the quality of judicial decisions," International Review of Law and Economics, Elsevier, vol. 65(C).
    25. Kalantzis, Fotios & Niczyporuk, Hanna, 2022. "Labour productivity improvements from energy efficiency investments: The experience of European firms," Energy, Elsevier, vol. 252(C).
    26. Mario Nosvelli, 2023. "Mens sana in corpore sano: the effects of sport on children’s learning in Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 703-729, July.
    27. Tima T. Moldogaziev & Cheol Liu & Martin J. Luby, 2017. "Public Corruption in the U.S. States and Its Impact on Public Debt Pricing," Kyklos, Wiley Blackwell, vol. 70(2), pages 306-329, May.
    28. Gaillard, Cédric & Dervillé, Marie, 2022. "Dairy farming, cooperatives and livelihoods: lessons learned from six indian villages," Journal of Asian Economics, Elsevier, vol. 78(C).
    29. Tran, Tuyen Quang & Bich Thi Vu, Ngoc & Van Vu, Huong, 2023. "Does job mismatch affect wage earnings among business and management graduates in Vietnam?," Research in International Business and Finance, Elsevier, vol. 65(C).
    30. Bin Ni, 2016. "Are investment promotion agencies doing the right thing? evidence from China," Economics Bulletin, AccessEcon, vol. 36(3), pages 1325-1336.
    31. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    32. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
    33. Beyene, Abebe D. & Jeuland, Marc & Sebsibie, Samuel & Hassen, Sied & Mekonnen, Alemu & Meles, Tensay H. & Pattanayak, Subhrendu K. & Klug, Thomas, 2022. "Pre-paid meters and household electricity use behaviors: Evidence from Addis Ababa, Ethiopia," Energy Policy, Elsevier, vol. 170(C).
    34. Hamed Sambo, 2020. "Effect of migration on the food security of households left behind: Evidence from Ethiopia," CEPN Working Papers 2020-05, Centre d'Economie de l'Université de Paris Nord.
    35. Chang, Yun-Cih & Luh, Yir-Hueih & Hsieh, Ming-Feng, 2023. "Economic Effects of Organic Farming in Taiwan: Empirical Evidence from Population-Based Farm Household Data," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334542, Agricultural Economics Society - AES.
    36. Amenta, Carlo & Di Betta, Paolo & Ferrara, Calogero, 2021. "The migrant crisis in the Mediterranean Sea: Empirical evidence on policy interventions," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    37. Ricardo Medeiros de Castro, 2021. "Documento de Trabalho 01/2021- The problematic binary approach to the concept of dominance," Documentos de Trabalho 2021010, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    38. Bedru B. Balana & Crystal N. Aghadi & Adebayo I. Ogunniyi, 2022. "Improving livelihoods through postharvest loss management: evidence from Nigeria," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(1), pages 249-265, February.

  16. Cerulli, Giovanni, 2014. "The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores," World Development, Elsevier, vol. 59(C), pages 147-165.

    Cited by:

    1. Giovanni Cerulli & Maria Ventura & Christopher F Baum, 2018. "The Economic Determinants of Crime: an Approach through Responsiveness Scores," Boston College Working Papers in Economics 948, Boston College Department of Economics.
    2. Omorodion Omoregbe & Joseph Azage & David Ikhide Alufohai, 2022. "Innovation Strategies And Market Orientation In Selected Nigerian Banks," Oradea Journal of Business and Economics, University of Oradea, Faculty of Economics, vol. 7(1), pages 45-61, March.
    3. Ulrich Schmoch & Birgit Gehrke, 2022. "China’s technological performance as reflected in patents," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(1), pages 299-317, January.
    4. Monika Kondratiuk-Nierodziñska, 2016. "New Knowledge Generation Capabilities And Economic Performance Of Polish Regions," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 11(3), pages 451-471, September.
    5. Hanxu Quan & George Kwame Agbanyo & Francesco Caputo & Tachia Chin, 2021. "The Role of Value Appropriation Capability of Chinese Multinationals in Operating Cross-Border Business Models," Sustainability, MDPI, vol. 13(17), pages 1-13, September.

  17. Giovanni Cerulli, 2014. "treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score," Stata Journal, StataCorp LP, vol. 14(3), pages 541-561, September.

    Cited by:

    1. Boddin, Dominik & Raff, Horst & Trofimenko, Natalia, 2015. "Foreign ownership and the export and import propensities of developing-country firms," Kiel Working Papers 1995, Kiel Institute for the World Economy (IfW Kiel).
    2. Chalmers K. Mulwa & Simon Heck & Joyce Maru & Josephine Mwema & Hugo Campos, 2023. "Effect of nutrition awareness on utilization of Orange Fleshed Sweetpotato among vulnerable populations in Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(2), pages 479-491, April.
    3. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    4. Ricardo Medeiros de Castro, 2021. "Documento de Trabalho 01/2021- The problematic binary approach to the concept of dominance," Documentos de Trabalho 2021010, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.

  18. Giovanni Cerulli, 2012. "Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-7.
    See citations under working paper version above.
  19. Cerulli, Giovanni & Filippetti, Andrea, 2012. "The complementary nature of technological capabilities: Measurement and robustness issues," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 875-887.

    Cited by:

    1. Bruno Brandão Fischer & Maxim Kotsemir & Dirk Meissner & Ekaterina Streltsova, 2020. "Patents for evidence-based decision-making and smart specialisation," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1748-1774, December.
    2. Hajek, Petr & Henriques, Roberto & Hajkova, Veronika, 2014. "Visualising components of regional innovation systems using self-organizing maps—Evidence from European regions," Technological Forecasting and Social Change, Elsevier, vol. 84(C), pages 197-214.
    3. Cerulli, Giovanni, 2014. "The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores," World Development, Elsevier, vol. 59(C), pages 147-165.
    4. Juan A. Martínez-Román & Isidoro Romero, 2017. "Determinants of innovativeness in SMEs: disentangling core innovation and technology adoption capabilities," Review of Managerial Science, Springer, vol. 11(3), pages 543-569, July.
    5. Turel, Ofir & Liu, Peng & Bart, Chris, 2019. "Is board IT governance a silver bullet? A capability complementarity and shaping view," International Journal of Accounting Information Systems, Elsevier, vol. 33(C), pages 32-46.

  20. Giovanni Cerulli & Bianca Potì, 2012. "Evaluating the robustness of the effect of public subsidies on firms’ R&D: an application to Italy," Journal of Applied Economics, Universidad del CEMA, vol. 15, pages 287-320, November.

    Cited by:

    1. Chiara Bocci & Marco Mariani, 2015. "L?approccio delle funzioni dose-risposta per la valutazione di trattamenti continui nei sussidi alla r&s," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 81-102.
    2. Mathias Beck & Martin Junge & Ulrich Kaiser, 2018. "Public Funding and Corporate Innovation," KOF Working papers 18-437, KOF Swiss Economic Institute, ETH Zurich.
    3. Zhang Daru & Wu Juan & Long Dan & Li Yaokuang, 2019. "Online or Not? What Factors Affect Equity Crowdfunding Platforms to Launch Projects Online in the Pre-Investment Stage?," Entrepreneurship Research Journal, De Gruyter, vol. 9(2), pages 1-16, April.
    4. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.
    5. Emmanuel Chavez, 2020. "The Effects of R&D Tax Credits and Subsidies onPrivate R&D in Mexico (Chapter 2)," PSE Working Papers halshs-02652063, HAL.
    6. Ascensión Barajas & Elena Huergo & Lourdes Moreno Martín, 2017. "Public Support to Business R&D and the Economic Crisis: Spanish Evidence," Documentos de trabajo de la Facultad de Ciencias Económicas y Empresariales 17-03, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales.
    7. Daniele Archibugi & Andrea Filippetti, 2016. "The Retreat of Public Research and its Adverse Consequences on Innovation," Working Papers 31, Birkbeck Centre for Innovation Management Research, revised Mar 2016.
    8. Heijs, Joost & Guerrero, Alex J. & Huergo, Elena, 2020. "Matching methods for impact evaluation of public subsidies to business R&D: Measuring heterogeneous effects," MPRA Paper 103874, University Library of Munich, Germany.
    9. Dragana Radicic & Geoffrey Pugh & David Douglas, 2020. "Promoting cooperation in innovation ecosystems: evidence from European traditional manufacturing SMEs," Small Business Economics, Springer, vol. 54(1), pages 257-283, January.
    10. Bucci, Valeria, 2019. "The Effect of Fiscal Incentives on Business R&D," MPRA Paper 95333, University Library of Munich, Germany.
    11. Ascensión Barajas & Elena Huergo & Lourdes Moreno, 2021. "The role of public loans in financing business R&D through the economic cycle," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 505-538, July.
    12. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2016. "Public subsidies for SME research and development: Empirical evaluation of collaborative versus individual place-based programs," Mo.Fi.R. Working Papers 133, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    13. Emmanuel Chavez, 2020. "The Effects of Public R&D Subsidies on Private R&D Activities in Mexico," PSE Working Papers halshs-02355106, HAL.
    14. Chiara Bocci & Annalisa Caloffi & Marco Mariani & Alessandro Sterlacchini, 2023. "Evaluating Public Support to the Investment Activities of Business Firms: A Multilevel Meta-Regression Analysis of Italian Studies," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 1-34, March.
    15. Cátia Rosário & Celeste Varum & Anabela Botelho, 2022. "Impact of Public Support for Innovation on Company Performance: Review and Meta-Analysis," Sustainability, MDPI, vol. 14(8), pages 1-16, April.
    16. Tim Buyse & Freddy Heylen & Ruben Schoonackers, 2015. "On The Role Of Public Policies And Wage Formation For Private Investment In R&D: A Long-Run Panel Analysis," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 15/911, Ghent University, Faculty of Economics and Business Administration.
    17. Emanuele Brancati & Raffaele Brancati & Dario Guarascio & Andrea Maresca & Manuel Romagnoli & Antonello Zanfei, 2018. "Firm-level Drivers of Export Performance and External Competitiveness in Italy," European Economy - Discussion Papers 087, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    18. Bianchini, Stefano & Llerena, Patrick & Martino, Roberto, 2019. "The impact of R&D subsidies under different institutional frameworks," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 65-78.
    19. Huergo, Elena & Moreno, Lourdes, 2014. "National or international public funding? Subsidies or loans? Evaluating the innovation impact of R&D support programmes," MPRA Paper 64926, University Library of Munich, Germany, revised 28 May 2015.
    20. Huergo, Elena & Moreno, Lourdes, 2017. "Subsidies or loans? Evaluating the impact of R&D support programmes," Research Policy, Elsevier, vol. 46(7), pages 1198-1214.
    21. Deokho Cho & Kyunghee Choi, 2014. "The Effects of the Government Research and Development Support Policies on the Local Firm's Innovative Performance," ERSA conference papers ersa14p6, European Regional Science Association.
    22. Previati, Daniele Angelo & Galloppo, Giuseppe & Aliano, Mauro & Paimanova, Viktoria, 2021. "Why do banks react differently to short-selling bans? Evidence from the Asia-Pacific area and the United States," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 144-158.
    23. Bettina Becker, 2015. "Public R&D Policies And Private R&D Investment: A Survey Of The Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 917-942, December.
    24. Lenihan, Helena & Mulligan, Kevin & Doran, Justin & Rammer, Christian & Ipinnaiye, Olubunmi, 2022. "R&D grant and tax credit support for foreign-owned subsidiaries: Does it pay off?," ZEW Discussion Papers 22-003, ZEW - Leibniz Centre for European Economic Research.
    25. Aristei, David & Sterlacchini, Alessandro & Venturini, Francesco, 2015. "The effects of public supports on business R&D: firm-level evidence across EU countries," MPRA Paper 64611, University Library of Munich, Germany.
    26. David Aristei & Alessandro Sterlacchini & Francesco Venturini, 2017. "Effectiveness of R&D subsidies during the crisis: firm-level evidence across EU countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(6), pages 554-573, August.
    27. Huergo, Elena & Trenado, Mayte & Ubierna, Andrés, 2016. "The impact of public support on firm propensity to engage in R&D: Spanish experience," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 206-219.
    28. Claudio Petti & Lauretta Rubini & Silvia Podetti, 2017. "Government Support and R&D Investment Effectiveness in Chinese SMEs: A Complex Relationship," Asian Economic Papers, MIT Press, vol. 16(1), pages 201-226, Winter/Sp.
    29. Jin, Chenfei & Tsai, Fu-Sheng & Gu, Qiuyang & Wu, Bao, 2022. "Does the porter hypothesis work well in the emission trading schema pilot? Exploring moderating effects of institutional settings," Research in International Business and Finance, Elsevier, vol. 62(C).
    30. Beck, Mathias & Lopes-Bento, Cindy & Schenker-Wicki, Andrea, 2014. "Radical or incremental: Where does R&D policy hit?," ZEW Discussion Papers 14-106, ZEW - Leibniz Centre for European Economic Research.
    31. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    32. Marco Mariani & Fabrizia Mealli, 2018. "The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(2), pages 249-281, July.
    33. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.

  21. Bianca Potì & Giovanni Cerulli & Sandra Romagnosi, 2012. "The different impact on scientific output of academic-owned vs. academic-invented patents: evidence from a panel of Italian academic inventors," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 6(4), pages 433-457.

    Cited by:

    1. Finardi, Ugo, 2013. "Correlation between Journal Impact Factor and Citation Performance: An experimental study," Journal of Informetrics, Elsevier, vol. 7(2), pages 357-370.

  22. Bianca Potì & Giovanni Cerulli, 2011. "Evaluation of firm R&D and innovation support: new indicators and the ex-ante prediction of ex-post additionality," Research Evaluation, Oxford University Press, vol. 20(1), pages 19-29, March.

    Cited by:

    1. Giovanni Cerulli, 2012. "Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-7.
    2. Dziallas, Marisa & Blind, Knut, 2019. "Innovation indicators throughout the innovation process: An extensive literature analysis," Technovation, Elsevier, vol. 80, pages 3-29.
    3. Garbero, Alessandra & Sakos, Grayson & Cerulli, Giovanni, 2023. "Towards data-driven project design: Providing optimal treatment rules for development projects," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    4. Paredes-Frigolett, Harold & Pyka, Andreas & Leoneti, Alexandre Bevilacqua, 2021. "On the performance and strategy of innovation systems: A multicriteria group decision analysis approach," Technology in Society, Elsevier, vol. 67(C).
    5. Matteo Pedrini & Valentina Langella & Mario Alberto Battaglia & Paola Zaratin, 2018. "Assessing the health research’s social impact: a systematic review," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 1227-1250, March.

  23. Bianca Potì & Giovanni Cerulli, 2010. "Impact Evaluation of a Research Policy Instrument: Analytical Model, Carrying out Process, Heterogeneity of the Effects," L'industria, Società editrice il Mulino, issue 2, pages 307-334.

    Cited by:

    1. Matteo Bugamelli & Luigi Cannari & Francesca Lotti & Silvia Magri, 2012. "The innovation gap of Italy�s production system: roots and possible solutions," Questioni di Economia e Finanza (Occasional Papers) 121, Bank of Italy, Economic Research and International Relations Area.
    2. Roberto Gabriele & Anna Giunta, 2012. "R&D Incentives: The Effectiveness Of A Place-Based Policy," Departmental Working Papers of Economics - University 'Roma Tre' 0169, Department of Economics - University Roma Tre.

  24. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.

    Cited by:

    1. Abraham Garcia, 2011. "The European Research Framework Programme and innovation performance of companies. An empirical impact assessment using a CDM model," JRC Working Papers on Corporate R&D and Innovation 2011-07, Joint Research Centre.
    2. Dirk Czarnitzki & Julie Delanote, 2016. "Incorporating innovation subsidies in the CDM framework: Empirical evidence from Belgium," Working Papers of ECOOM - Centre for Research and Development Monitoring 543966, KU Leuven, Faculty of Economics and Business (FEB), ECOOM - Centre for Research and Development Monitoring.
    3. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(6), pages 955-975.
    4. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2022. "Welfare effects of R&D support policies," Bank of Finland Research Discussion Papers 2/2022, Bank of Finland.
    5. Dimos, Christos & Pugh, Geoff, 2016. "The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature," Research Policy, Elsevier, vol. 45(4), pages 797-815.
    6. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2015. "Industry–research co-operation within and across regional boundaries. What does innovation policy add?," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 499-524, August.
    7. Takalo, Tuomas, 2009. "Rationales and Instruments for Public Innovation Policies," Discussion Papers 1185, The Research Institute of the Finnish Economy.
    8. Elena Pagliarino & Monica Cariola & Sara Pavone & Alessandro Manello, "undated". "The impact of Rural Development Program on the economic performances of agro-food industry: the results of a counterfactual analysis in Piedmont, Italy," CERIS Working Paper 201422, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    9. Emmanuel Chavez, 2020. "The Effects of R&D Tax Credits and Subsidies onPrivate R&D in Mexico (Chapter 2)," PSE Working Papers halshs-02652063, HAL.
    10. Ascensión Barajas & Elena Huergo & Lourdes Moreno Martín, 2017. "Public Support to Business R&D and the Economic Crisis: Spanish Evidence," Documentos de trabajo de la Facultad de Ciencias Económicas y Empresariales 17-03, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales.
    11. Davide Antonioli & Alberto Marzucchi & Sandro Montresor, 2014. "Regional Innovation Policy and Innovative Behaviour: Looking for Additional Effects," European Planning Studies, Taylor & Francis Journals, vol. 22(1), pages 64-83, January.
    12. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    13. Sara Pavone & Elena Ragazzi & Lisa Sella, 2015. "Sostenere le imprese agro-industriali in Piemonte: un?analisi controfattuale," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 129-143.
    14. Antonelli Cristiano & Crespi Francesco, 2011. "The "Matthew Effect" in R&D Public Subsidies: the Italian Evidence," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201103, University of Turin.
    15. Simen G. Enger & Fulvio Castellacci, 2016. "Who gets Horizon 2020 research grants? Propensity to apply and probability to succeed in a two-step analysis," Working Papers on Innovation Studies 20160225, Centre for Technology, Innovation and Culture, University of Oslo.
    16. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna, 2015. "UK and EU subsidies and private R&D investment: Is there input additionality?," MPRA Paper 68009, University Library of Munich, Germany, revised 16 Nov 2015.
    17. José Ángel Zúñiga-Vicente & César Alonso-Borrego & Francisco J. Forcadell & José I. Galán, 2014. "Assessing The Effect Of Public Subsidies On Firm R&D Investment: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 36-67, February.
    18. Desiderio Romero-Jordán & María Delgado-Rodríguez & Inmaculada Álvarez-Ayuso & Sonia Lucas-Santos, 2014. "Assessment of the public tools used to promote R&D investment in Spanish SMEs," Small Business Economics, Springer, vol. 43(4), pages 959-976, December.
    19. Lee, Jeongwon & Hwang, Junseok & Kim, Hana, 2022. "Different government support effects on emerging and mature ICT sectors," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    20. Dragana Radicic & Geoffrey Pugh & David Douglas, 2020. "Promoting cooperation in innovation ecosystems: evidence from European traditional manufacturing SMEs," Small Business Economics, Springer, vol. 54(1), pages 257-283, January.
    21. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2012. "Research cooperation within and across regional boundaries. Does innovation policy add anything?," JRC Working Papers on Corporate R&D and Innovation 2012-04, Joint Research Centre.
    22. Matteo Bugamelli & Luigi Cannari & Francesca Lotti & Silvia Magri, 2012. "The innovation gap of Italy�s production system: roots and possible solutions," Questioni di Economia e Finanza (Occasional Papers) 121, Bank of Italy, Economic Research and International Relations Area.
    23. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "R&D Subsidies and Firms' Debt Financing," Mo.Fi.R. Working Papers 153, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    24. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Working Papers of ECOOM - Centre for Research and Development Monitoring 496828, KU Leuven, Faculty of Economics and Business (FEB), ECOOM - Centre for Research and Development Monitoring.
    25. Dragana Radicic & Geoffrey Pugh & Hugo Hollanders & René Wintjes & Jon Fairburn, 2016. "The impact of innovation support programs on small and medium enterprises innovation in traditional manufacturing industries: An evaluation for seven European Union regions," Environment and Planning C, , vol. 34(8), pages 1425-1452, December.
    26. Ascensión Barajas & Elena Huergo & Lourdes Moreno, 2021. "The role of public loans in financing business R&D through the economic cycle," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 505-538, July.
    27. Christopher Baum & Giovanni Cerulli, CNR-IRCrES, 2016. "Estimating a dose-response function with heterogeneous response to confounders when treatment is continuous and endogenous," EcoMod2016 9388, EcoMod.
    28. Sabina Hodzic, 2013. "Tax Incentives For Research And Development In Austria And Croatia: B-Index," Economic Thought and Practice, Department of Economics and Business, University of Dubrovnik, vol. 22(2), pages 397-416, december.
    29. Junguo Shi & Bert M. Sadowski & Xinru Zeng & Shanshan Dou & Jie Xiong & Qiuya Song & Sihan Li, 2023. "Picking winners in strategic emerging industries using government subsidies in China: the role of market power," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
    30. Ugur, Mehmet & Trushin, Eshref, 2018. "Asymmetric information and heterogeneous effects of R&D subsidies: evidence on R&D investment and employment of R&D personel," Greenwich Papers in Political Economy 21943, University of Greenwich, Greenwich Political Economy Research Centre.
    31. Bernini, Cristina & Cerqua, Augusto & Pellegrini, Guido, 2017. "Public subsidies, TFP and efficiency: A tale of complex relationships," Research Policy, Elsevier, vol. 46(4), pages 751-767.
    32. Luca Grilli & Samuele Murtinu, 2011. "Econometric Evaluation of Public Policies for Science and Innovation: A Brief Guide to Practice," Chapters, in: Massimo G. Colombo & Luca Grilli & Lucia Piscitello & Cristina Rossi-Lamastra (ed.), Science and Innovation Policy for the New Knowledge Economy, chapter 3, Edward Elgar Publishing.
    33. Henningsen, Morten S. & Hægeland, Torbjørn & Møen, Jarle, 2014. "Estimating the additionality of R&D subsidies using proposal evaluation data to control for research intentions," Discussion Papers 2014/18, Norwegian School of Economics, Department of Business and Management Science.
    34. Simone Chinetti, 2023. "Investment Subsidies Effectiveness: Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 723-759, July.
    35. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2013. "Market failures and the additionality effects of public support to private R&D: Theory and empirical implications," Bank of Finland Research Discussion Papers 2/2013, Bank of Finland.
    36. Dumont, Michel, 2022. "Public support to business research and development in Belgium: fourth evaluation," MPRA Paper 115418, University Library of Munich, Germany.
    37. Brüggemann, Julia & Proeger, Till, 2017. "The effectiveness of public subsidies for private innovations: An experimental approach," University of Göttingen Working Papers in Economics 266, University of Goettingen, Department of Economics, revised 2017.
    38. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    39. Vlasova, Valeriya, 2021. "Industry-science cooperation and public policy instruments utilization in the private sector," Journal of Business Research, Elsevier, vol. 124(C), pages 519-528.
    40. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto H., 2019. "Innovation, Productivity, and Spillover Effects: Evidence from Chile," IDB Publications (Working Papers) 9464, Inter-American Development Bank.
    41. Boeing, Philipp, 2016. "The allocation and effectiveness of China’s R&D subsidies - Evidence from listed firms," Research Policy, Elsevier, vol. 45(9), pages 1774-1789.
    42. Isabel Busom & Beatriz Corchuelo & Ester Martínez-Ros, 2015. "Dynamics of firm participation in R&D tax credit and subsidy programs," Working Papers wpdea1503, Department of Applied Economics at Universitat Autonoma of Barcelona.
    43. Peter Howard-Jones & Jens Hölscher, 2020. "The Influence Of The Washington Consensus Programme On The Transitional Economies Of Eastern Europe – A Firm-Level Analysis," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 65(226), pages 9-44, July – Se.
    44. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2012. "Value for money? New microeconometric evidence on public R&D grants in Flanders," ZEW Discussion Papers 12-034, ZEW - Leibniz Centre for European Economic Research.
    45. Greco, Marco & Germani, Francesca & Grimaldi, Michele & Radicic, Dragana, 2022. "Policy mix or policy mess? Effects of cross-instrumental policy mix on eco-innovation in German firms," Technovation, Elsevier, vol. 117(C).
    46. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.
    47. Acconcia, Antonio & Beraldo, Sergio & Capuano, Carlo & Stimolo, Marco, 2022. "Public subsidies and cooperation in research and development. Evidence from the lab," FEEM Working Papers 317841, Fondazione Eni Enrico Mattei (FEEM).
    48. Dumont, Michel, 2017. "Assessing the policy mix of public support to business R&D," Research Policy, Elsevier, vol. 46(10), pages 1851-1862.
    49. Deokho Cho & Kyunghee Choi, 2014. "The Effects of the Government Research and Development Support Policies on the Local Firm's Innovative Performance," ERSA conference papers ersa14p6, European Regional Science Association.
    50. Beom Cheol Cin & Young Jun Kim & Nicholas S. Vonortas, 2017. "The impact of public R&D subsidy on small firm productivity: evidence from Korean SMEs," Small Business Economics, Springer, vol. 48(2), pages 345-360, February.
    51. Antonioli,Davide & Marzucchi,Alberto & Montresor,Sandro, 2012. "Regional innovation policy and innovative behaviours. A propensity score matching evaluation," INGENIO (CSIC-UPV) Working Paper Series 201205, INGENIO (CSIC-UPV).
    52. Klette, Tor Jakob & Møen, Jarle, 2011. "R&D investment responses to R&D subsidies: A theoretical analysis and a microeconometric study," Discussion Papers 2011/15, Norwegian School of Economics, Department of Business and Management Science.
    53. Pekka SALMI, 2012. "The Impact of Public R&D Funding on Open Innovation," Economia. Seria Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 15(1), pages 142-163, June.
    54. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto, 2020. "Public support to R&D, productivity, and spillover effects: Firm-level evidence from Chile," World Development, Elsevier, vol. 130(C).
    55. Jan Cadil & Karel Mirosnik & Ludmila Petkovova & Michal Mirvald, 2018. "Public Support of Private R&D–Effects on Economic Sustainability," Sustainability, MDPI, vol. 10(12), pages 1-14, December.
    56. Zofia Gródek-Szostak & Marcin Suder & Anna Szeląg-Sikora & Luis Ochoa Siguencia, 2020. "The “Dobry Czas Na Biznes” (“Good Time for Business”) Program as a Form of Support for Self-Employment in Poland. A Case Study of the Sub-Regions of the Małopolskie Province," Sustainability, MDPI, vol. 12(22), pages 1-17, November.
    57. LOPES BENTO Cindy & CZARNITZKI Dirk, 2012. "Value for money? New microeconomic evidence on public R&D grants in Flanders," LISER Working Paper Series 2012-19, Luxembourg Institute of Socio-Economic Research (LISER).
    58. Peter Mayerhofer & Michael Klien, 2016. "Unternehmensinvestitionen in den österreichischen Bundesländern. Entwicklung – Struktur – Funktion regionaler Förderung," WIFO Studies, WIFO, number 61950, February.
    59. Aristei, David & Sterlacchini, Alessandro & Venturini, Francesco, 2015. "The effects of public supports on business R&D: firm-level evidence across EU countries," MPRA Paper 64611, University Library of Munich, Germany.
    60. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    61. Peter Howard-Jones & Jens Hölscher & Dragana Radicic, 2017. "Firm Productivity In The Western Balkans: The Impact Of European Union Membership And Access To Finance," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(215), pages 7-52, October –.
    62. Grilli, Luca & Mazzucato, Mariana & Meoli, Michele & Scellato, Giuseppe, 2018. "Sowing the seeds of the future: Policies for financing tomorrow's innovations," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 1-7.
    63. David Aristei & Alessandro Sterlacchini & Francesco Venturini, 2017. "Effectiveness of R&D subsidies during the crisis: firm-level evidence across EU countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(6), pages 554-573, August.
    64. Brüggemann Julia & Proeger Till, 2017. "The Effectiveness of Public Subsidies for Private Innovations. An Experimental Approach," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-21, October.
    65. LOPES BENTO Cindy & HOTTENROTT Hanna, 2012. "(International) R&D Collaboration and SMEs: The effectiveness of targeted public R&D support schemes," LISER Working Paper Series 2012-36, Luxembourg Institute of Socio-Economic Research (LISER).
    66. Kim Kiman & Yu Jongmin, 2022. "Linear or Nonlinear? Investigation an Affect of Public Subsidies on SMEs R&D Investment," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2519-2546, September.
    67. Becker, Lasse, 2015. "Effectiveness of public innovation support in Europe: Does public support foster turnover, employment and labour productivity?," University of Göttingen Working Papers in Economics 236, University of Goettingen, Department of Economics.
    68. Elena Pagliarino & Monica Cariola & Sara Pavone & Alessandro Manello, 2014. "Public policy for the agro-food industry and economic performances: evidences from Piedmont, Italy," ERSA conference papers ersa14p1126, European Regional Science Association.
    69. Benjamin Montmartin & Marcos Herrera, 2014. "Internal and External Effects of R&D Subsidies and Fiscal Incentives: Empirical Evidence Using Spatial Dynamic Panel Models," GREDEG Working Papers 2014-09, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    70. Ana M. Silva & Sandra T. Silva & Anabela Carneiro, 2017. "Determinants of grant decisions in R&D subsidy programmes: Evidence from firms and S&T organisations in Portugal," Science and Public Policy, Oxford University Press, vol. 44(5), pages 683-697.
    71. Feng Xiao & Meng Weidong & Huang Bo, 2021. "Research on Innovation Signals and Feedbacks between SMEs and the Government," Entrepreneurship Research Journal, De Gruyter, vol. 11(2), pages 71-98, April.
    72. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    73. Boeing, Philipp, 2014. "China's R&D subsidies: Allocation and effectiveness," ZEW Discussion Papers 14-103, ZEW - Leibniz Centre for European Economic Research.
    74. Sonja Radas & Andrea Mervar & Bruno Škrinjarić, 2020. "Regional Perspective on R&D Policies for SMEs: Does Success Breed Success?," Sustainability, MDPI, vol. 12(9), pages 1-25, May.
    75. Anna D’Ambrosio & Roberto Gabriele & Francesco Schiavone & Manuel Villasalero, 2017. "The role of openness in explaining innovation performance in a regional context," The Journal of Technology Transfer, Springer, vol. 42(2), pages 389-408, April.
    76. Danijela Madzar & Ines Milohnic, 2019. "Improving Business Competitiveness Based On Managing Creativity System," Economic Thought and Practice, Department of Economics and Business, University of Dubrovnik, vol. 28(1), pages 193-208, june.
    77. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    78. Hottenrott, Hanna & Richstein, Robert, 2020. "Start-up subsidies: Does the policy instrument matter?," Research Policy, Elsevier, vol. 49(1).
    79. Giovanni Cerulli, 2011. "ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," Italian Stata Users' Group Meetings 2011 04, Stata Users Group.
    80. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
    81. Riccardo D’Alberto & Matteo Zavalloni & Meri Raggi & Davide Viaggi, 2018. "AES Impact Evaluation With Integrated Farm Data: Combining Statistical Matching and Propensity Score Matching," Sustainability, MDPI, vol. 10(11), pages 1-24, November.
    82. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
    83. Ivana Blažková, 2016. "The Impact of the Public Support for R & D on the Economic Performance of SMEs," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 64(1), pages 213-222.
    84. Xing Shi & Yanrui Wu & Dahai Fu & Xiumei Guo & Huaqing Wu, 2019. "Effects of National Science and Technology Programs on Innovation in Chinese Firms," Asian Economic Papers, MIT Press, vol. 18(1), pages 207-236, Winter/Sp.
    85. Morten S. Henningsen & Torbjørn Hægeland & Jarle Møen, 2012. "Estimating the additionality of R&D subsidies using proposal evaluation data to control for firms' R&D intentions," Discussion Papers 729, Statistics Norway, Research Department.
    86. BIA Michela & FLORES Carlos A. & MATTEI Alessandra, 2011. "Nonparametric Estimators of Dose-Response Functions," LISER Working Paper Series 2011-40, Luxembourg Institute of Socio-Economic Research (LISER).
    87. Beck, Mathias & Lopes-Bento, Cindy & Schenker-Wicki, Andrea, 2014. "Radical or incremental: Where does R&D policy hit?," ZEW Discussion Papers 14-106, ZEW - Leibniz Centre for European Economic Research.
    88. Isabel Busom & Beatriz Corchuelo & Ester Martínez-Ros, 2017. "Participation inertia in R&D tax incentive and subsidy programs," Small Business Economics, Springer, vol. 48(1), pages 153-177, January.
    89. Radicic, Dragana, 2019. "National and international R&D support programmes and technology scouting in European small and medium enterprises (SMEs)," LEAF Working Paper Series 19-05, University of Lincoln, Lincoln International Business School, Lincoln Economics and Finance Research Group (LEAF).
    90. Marco Mariani & Fabrizia Mealli, 2018. "The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(2), pages 249-281, July.
    91. Gabriele Pellegrino & Mariacristina Piva, 2020. "Innovation, industry and firm age: are there new knowledge production functions?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 65-95, March.
    92. Serenella Caravella & Francesco Crespi, 2021. "The role of public procurement as innovation lever: evidence from Italian manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(7), pages 663-684, October.
    93. Federica Bertamino & Raffaello Bronzini & Marco De Maggio & Davide Revelli, 2016. "Local policies for innovation: the case of technology districts in Italy," Questioni di Economia e Finanza (Occasional Papers) 313, Bank of Italy, Economic Research and International Relations Area.
    94. Giovanni Cerulli, 2012. "Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," CERIS Working Paper 201203, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    95. Gimenez-Fernandez, Elena M. & Sandulli, Francesco D. & Bogers, Marcel, 2020. "Unpacking liabilities of newness and smallness in innovative start-ups: Investigating the differences in innovation performance between new and older small firms," Research Policy, Elsevier, vol. 49(10).
    96. Syoum Negassi & Jean-Francois Sattin, 2014. "Evaluation of Public R&D Policy: A Meta-Regression Analysis," Working Papers 14-09, University of Delaware, Department of Economics.
    97. Sara Pavone & Elena Pagliarino & Alessandro Manello, 2014. "Politiques publiques et secteur agro-industriel: le rôle du programme de développement rural en Piémont1 [Public policies for the agro-food sector: the role played by the rural development programme i," CERIS Working Paper 201414, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    98. Adel Ben Khalifa, 2018. "Government Supports and Technology Adoption: Evidence from Tunisia," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 43(4), pages 41-70, December.
    99. Spyros Arvanitis, 2013. "Micro-econometric approaches to the evaluation of technology-oriented public programmes: a non-technical review of the state of the art," Chapters, in: Albert N. Link & Nicholas S. Vonortas (ed.), Handbook on the Theory and Practice of Program Evaluation, chapter 3, pages 56-88, Edward Elgar Publishing.
    100. Becker, Lasse & Bizer, Kilian, 2015. "Federalism and innovation support for small and medium-sized enterprises: Empirical evidence in Europe," University of Göttingen Working Papers in Economics 245, University of Goettingen, Department of Economics.
    101. Böing, Philipp, 2014. "China's Technology Subsidies - Much ado about nothing?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100536, Verein für Socialpolitik / German Economic Association.
    102. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.

  25. Giovanni Cerulli & Bianca Poti`, 2009. "Measuring Intersectoral Knowledge Spillovers: An Application Of Sensitivity Analysis To Italy," Economic Systems Research, Taylor & Francis Journals, vol. 21(4), pages 409-436.
    See citations under working paper version above.
  26. Giovanni Cerulli, 2006. "Una Matrice di Contabilità Sociale per il welfare mix: l'integrazione del settore non-profit. Prime verifiche empiriche ed effetti occupazionali per l'Italia," Rivista di Politica Economica, SIPI Spa, vol. 96(2), pages 79-128, March-Apr.

    Cited by:

    1. Cerulli, Giovanni, 2006. "The redistributive role of non-profit organizations," MPRA Paper 28, University Library of Munich, Germany.

Software components

  1. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," Statistical Software Components S457820, Boston College Department of Economics, revised 25 Oct 2017.
    See citations under working paper version above.
  2. Giovanni Cerulli, 2012. "TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score," Statistical Software Components S457559, Boston College Department of Economics, revised 18 Dec 2012.

    Cited by:

    1. Wenjie Chen & Heiwai Tang, 2014. "The Dragon is Flying West: Micro-Level Evidence of Chinese Outward Direct Investment," Working Papers 142014, Hong Kong Institute for Monetary Research.

Chapters

  1. Giovanni Cerulli & Yingying Dong & Arthur Lewbel & Alexander Poulsen, 2017. "Testing Stability of Regression Discontinuity Models," Advances in Econometrics, in: Regression Discontinuity Designs, volume 38, pages 317-339, Emerald Group Publishing Limited.

    Cited by:

    1. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    2. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    3. Christopher Erwin, 2019. "Low-performing student responses to state merit scholarships," Working Papers 2019-02, Auckland University of Technology, Department of Economics.
    4. Hung‐Hao Chang & Chad D. Meyerhoefer, 2023. "Do elections make you sick? Evidence from first‐time voters," Health Economics, John Wiley & Sons, Ltd., vol. 32(5), pages 1064-1083, May.
    5. Gaggero, Alessio & Haile, Getinet Astatike, 2019. "Does Class Size Matter in Postgraduate Education?," IZA Discussion Papers 12628, Institute of Labor Economics (IZA).
    6. Gaggero, Alessio, 2020. "The effect of type 2 diabetes diagnosis in the elderly," Economics & Human Biology, Elsevier, vol. 37(C).
    7. Arthur Lewbel, 2018. "The Identification Zoo - Meanings of Identification in Econometrics," Boston College Working Papers in Economics 957, Boston College Department of Economics, revised 14 Dec 2019.
    8. Powdthavee, Nattavudh, 2021. "Education and pro-environmental attitudes and behaviours: A nonparametric regression discontinuity analysis of a major schooling reform in England and Wales," Ecological Economics, Elsevier, vol. 181(C).
    9. Pietro Santoleri & Andrea Mina & Alberto Di Minin & Irene Martelli, 2020. "The causal effects of R&D grants: evidence from a regression discontinuity," LEM Papers Series 2020/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

  2. Bianca Potì & Giovanni Cerulli, 2009. "Heterogeneity of innovation strategies and firm performance," Springer Books, in: Uwe Cantner & Jean-Luc Gaffard & Lionel Nesta (ed.), Schumpeterian Perspectives on Innovation, Competition and Growth, pages 277-300, Springer.
    See citations under working paper version above.

Books

  1. Giovanni Cerulli, 2015. "Econometric Evaluation of Socio-Economic Programs," Advanced Studies in Theoretical and Applied Econometrics, Springer, edition 127, number 978-3-662-46405-2, July-Dece.

    Cited by:

    1. Andrea Filippetti & Giovanni Cerulli, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 801-826, August.
    2. Florencia Fiorentin & Mariano Pereira & Diana Suárez, 2020. "The relationship between public funds, innovation and employment among Argentinean manufacturing firms," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 773-791, July.
    3. Mateos de Cabo, Ruth & Terjesen, Siri & Escot, Lorenzo & Gimeno, Ricardo, 2019. "Do ‘soft law’ board gender quotas work? Evidence from a natural experiment," European Management Journal, Elsevier, vol. 37(5), pages 611-624.
    4. Hou, Xiaohui & Wang, Bo & Lian, Jiale & Li, Wanli, 2021. "Bank executive pay limits and discretionary loan loss provisions: Evidence from China," Research in International Business and Finance, Elsevier, vol. 58(C).
    5. Caloffi, Annalisa & Freo, Marzia & Ghinoi, Stefano & Mariani, Marco & Rossi, Federica, 2022. "Assessing the effects of a deliberate policy mix: The case of technology and innovation advisory services and innovation vouchers," Research Policy, Elsevier, vol. 51(6).
    6. Jiang, Meishan & Paudel, Krishna & Mi, Yunsheng, 2017. "Rural Land Transfer and Financial Impact: Evidence from China," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252853, Southern Agricultural Economics Association.
    7. Randazzo, Teresa & Piracha, Matloob, 2019. "Remittances and household expenditure behaviour: Evidence from Senegal∗," Economic Modelling, Elsevier, vol. 79(C), pages 141-153.
    8. Ghisetti, Claudia, 2017. "Demand-pull and environmental innovations: Estimating the effects of innovative public procurement," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 178-187.
    9. Diniz, André, 2016. "Effects of fiscal consolidations in Latin America," Textos para discussão 423, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    10. Cristian Mardones & Pablo Herreros, 2023. "Ex post evaluation of voluntary environmental policies on the energy intensity in Chilean firms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 9111-9136, September.
    11. Bal Gündüz, Yasemin, 2016. "The Economic Impact of Short-term IMF Engagement in Low-Income Countries," World Development, Elsevier, vol. 87(C), pages 30-49.
    12. Jorge Andrés Vélez-Ospina & Isabel Busom Piquer, 2020. "Subsidizing Innovation Over the Business Cycle," Working Papers wpdea2001, Department of Applied Economics at Universitat Autonoma of Barcelona.
    13. Nordjo, R. & Adjasi, C., 2018. "The Impact of Finance on Welfare of Smallholder Farm Household in Ghana," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277142, International Association of Agricultural Economists.
    14. Gabrikova Barbora & Svabova Lucia, 2023. "Impact Evaluation of the Graduate Practice Intervention in Slovakia with the Application of the CART Method," TalTech Journal of European Studies, Sciendo, vol. 13(1), pages 177-200, June.
    15. Holger Lüdeke & Hanjo Allinger, 2017. "Zeig mir deine Freunde und ich sag dir, wer du bist – Ein empirischer Test zur Berücksichtigung der Akteursheterogenität in der Sozialkapitalforschung [Known by the company you keep – an empirical ," Schmalenbach Journal of Business Research, Springer, vol. 69(1), pages 1-40, March.
    16. Giuffrida, Leonardo M. & Rovigatti, Gabriele, 2018. "Can the private sector ensure the public interest? Evidence from federal procurement," ZEW Discussion Papers 18-045, ZEW - Leibniz Centre for European Economic Research.
    17. Tjasa Bartolj & Nika Murovec & Saso Polanec, 2022. "Reported time allocation and emotional exhaustion during COVID-19 pandemic lockdown in Slovenia," The Economic and Labour Relations Review, , vol. 33(1), pages 117-137, March.
    18. Andrea Pronti & Julio Berbel, 2020. "Analysis of the impact of a volumetric tariff for irrigation in Northern Italy through the “Inverse DiD†approach," SEEDS Working Papers 1320, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jul 2020.
    19. Di Matteo, Dante, 2021. "Effectiveness of place-sensitive policies in tourism," Annals of Tourism Research, Elsevier, vol. 90(C).
    20. Lucia Svabova & Katarina Kramarova & Barbora Gabrikova, 2022. "Counterfactual Assessment of the Allowance for School-leaver Practice Performance as a Measure of Active Labour Market Policy in Slovakia," Journal of Economics / Ekonomicky casopis, Institute of Economic Research, Slovak Academy of Sciences, vol. 70(2), pages 99-123, February.
    21. Wan, Shulin & Luan, Weixin & Chen, Yuying & Lin, Qiaoqiao, 2022. "Influence of dry ports construction on seaport growth: Case of Ningbo Zhoushan Port," Transport Policy, Elsevier, vol. 117(C), pages 40-47.
    22. Giovanni Cerulli, 2020. "Optimal Policy Learning: From Theory to Practice," Papers 2011.04993, arXiv.org.
    23. Pastore, Francesco & Pompili, Marco, 2019. "Assessing the Impact of Off- and On-The-Job Training on Employment Outcomes: A Counterfactual Evaluation of the PIPOL Program," IZA Discussion Papers 12074, Institute of Labor Economics (IZA).
    24. Burger, Anže & Hogan, Teresa & Kotnik, Patricia & Rao, Sandeep & Sakinç, Mustafa Erdem, 2023. "Does acquisition lead to the growth of high-tech scale-ups? Evidence from Europe," Research in International Business and Finance, Elsevier, vol. 64(C).
    25. Lucia Svabova & Katarina Kramarova, 2022. "Allowance for School Graduate Practice Performance in Slovakia: Impact Evaluation of the Intervention," Mathematics, MDPI, vol. 10(9), pages 1-27, April.
    26. Truong Lam Do & Trung Thanh Nguyen & Ulrike Grote, 2019. "Nonfarm employment and household food security: evidence from panel data for rural Cambodia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(3), pages 703-718, June.
    27. Dridi, Ichrak & Boughrara, Adel, 2023. "Flexible inflation targeting and stock market volatility: Evidence from emerging market economies," Economic Modelling, Elsevier, vol. 126(C).
    28. Svabova, Lucia & Kramarova, Katarina, 2021. "An analysis of participation factors and effects of the active labour market measure Graduate practice in Slovakia – Counterfactual approach," Evaluation and Program Planning, Elsevier, vol. 86(C).
    29. Roxana Elena Manea, 2020. "School Feeding Programmes, Education and Food Security in Rural Malawi," CIES Research Paper series 63-2020, Centre for International Environmental Studies, The Graduate Institute.
    30. Banaszewska, Monika & Bischoff, Ivo & Bode, Eva & Chodakowska, Aneta, 2022. "Does inter-municipal cooperation help improve local economic performance? – Evidence from Poland," Regional Science and Urban Economics, Elsevier, vol. 92(C).
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