Publications

2022

Pavlović, T., Azevedo, F., De, K., Riaño-Moreno, J. C., Maglić, M., Gkinopoulos, T., ... & Keudel, O. (2022). Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning. PNAS nexus, 1(3), pgac093.

Longo, L., Riccaboni, M., & Rungi, A. (2022). A neural network ensemble approach for GDP forecasting. Journal of Economic Dynamics and Control, 134, 104278.

Canidio, A., & Legros, P. (Forthcoming). Task Discretion, Labor Market Frictions and Entrepreneurship. Journal of Law, Economics, and Organizations.

Aletti, G., & Crimaldi, I. (Forthcoming). The Rescaled Polya Urn: local reinforcement and chi-squared goodness of fit test. Advances in Applied Probability

Bago, B., Aczel, B., Kekecs, Z., Protzko, J., Kovacs, M., Nagy, T., ... & Gill, T. (Forthcoming). Moral thinking across the world: Exploring the influence of personal force and intention in moral dilemma judgements. Nature Human Behavior

Van Bavel, J. J., Cichocka, A., Capraro, V., Sjåstad, H., Nezlek, J. B., Alfano, M., ... & Zwaan, R. (2022). National identity predicts public health support during a global pandemic. Nature Communication

2021

Aletti, G., & Crimaldi, I. (2021). Twitter as an innovation process with damping effect. Scientific Reports, 11(1), 1-14.

Aletti, G., & Crimaldi, I. (2021). The Rescaled Pólya Urn and the Wright–Fisher Process with Mutation. Mathematics, 9(22), 2909.

Aletti, G., Crimaldi, I., & Saracco, F. (2021). A model for the Twitter sentiment curve. Plos one, 16(4), e0249634.

Amato, S., Basco, R., & Lattanzi, N. (2021). Contextualizing employment outcomes in family business research: current findings and future research avenues. Management Review Quarterly, 1-74.

Amato, S., Basco, R., Backman, M., & Lattanzi, N. (2021). Family-managed firms and local export spillovers: Evidence from Spanish manufacturing firms. European Planning Studies, 29(3), 468-492.

Amato, S., Pieroni, V., Lattanzi, N., & Vitali, G. (2021). Are family firms good neighbours? A spatial analysis of Italian technology-intensive firms. Journal of Small Business and Enterprise Development.

Amato, S., Patuelli, A., Basco, R., & Lattanzi, N. (2021). Family Firms Amidst the Global Financial Crisis: A Territorial Embeddedness Perspective on Downsizing. Journal of Business Ethics, 1-24.

Amato, S., Ricotta, F., & Basco, R. (2021). Family-managed firms, external sources of knowledge and innovation. Industry and Innovation, 1-33.

Amato, S., Patuelli, A., & Lattanzi, N. (2021). Developing digital innovation in family firms: Evidence from Italian industrial districts. In Family Business and Regional Development (pp. 103-121). Routledge.

Basco, R., Amato, S., Gómez-Ansón, S., & Calabrò, A. (2021). Urbanization economies, proximity dimensions and productivity: A family firm perspective. In Family Business and Regional Development (pp. 65-82). Routledge.

Bacigalupo, A., De Bellis, M. L., Gnecco, G., & Misseroni, D. (2021). Wave propagation control in active acoustic metamaterials. In Journal of Physics: Conference Series (Vol. 2015, No. 1, p. 012031). IOP Publishing.

Biancalani, F., Czarnitzki, D., & Riccaboni, M. (2021). The Italian Start Up Act: a microeconometric program evaluation. Small Business Economics, 1-22.

Biancalani, F., Gnecco, G., & Riccaboni, M. (2021). Price-volume agreements: A one principal/two agents model. European Journal of Operational Research.

Bilancini, E., Boncinelli, L. & Campigotto, N. (2021) Pairwise interact-and-imitate dynamics. Scientific Report 11, 13221 (2021)

Bilancini, E., & Boncinelli, L. (2021). When market unraveling fails and mandatory disclosure backfires: Persuasion games with labeling and costly information acquisition. Journal of Economics & Management Strategy.

Bilancini, E., Boncinelli, L., & Nax, H. H. (2021). What noise matters? Experimental evidence for stochastic deviations in social norms. Journal of Behavioral and Experimental Economics, 90, 101626.

Burlando, A., Canidio, A., & Selby, R. (2021). The economics of savings groups. International Economic Review.

Canidio, A., & Marcassa, S. (2021). Tokens and ICOs: A Review of the Economic Literature. Principles of Blockchain Systems.

Canidio, A., Costa, G., & Galletta, L. (2021). VeriOSS: using the Blockchain to Foster Bug Bounty Programs Proceedings of the 2nd International Conference on Blockchain Economics, Security and Protocols (Tokenomics 2020), 82: 6:1-6:14.

Huremović, K. (2021). A noncooperative model of contest network formation. Journal of Public Economic Theory, 23(2), 275-317.

Koukoumelis, A., Levati, M. V., & Nardi, C. (2021). Social and Moral Distance in Risky Settings (No. 13/2021).

Patuelli A, Caldarelli G, Lattanzi N, Saracco F (2021) Firms’ challenges and social responsibilities during Covid-19: A Twitter analysis. PLOS ONE 16 (7).

Passacantando, M., Gnecco, G., Hadas, Y., & Sanguineti, M. (2021). Braess' paradox: A cooperative game‐theoretic point of view. Networks.

Gnecco, G., Nutarelli, F., & Selvi, D. (2021). Optimal data collection design in machine learning: the case of the fixed effects generalized least squares panel data model. Machine Learning, 1-36.

Gnecco, G., & Nutarelli, F. (2021). On the trade-off between number of examples and precision of supervision in machine learning problems. Optimization Letters, 15(5), 1711-1733.

Lenarda, P., Gnecco, G., & Riccaboni, M. (2021). Parameter estimation in a 3‐parameter p‐star random graph model. Networks, 77(3), 403-420.

Bacigalupo, A., Gnecco, G., Lepidi, M., & Gambarotta, L. (2021). Computational design of innovative mechanical metafilters via adaptive surrogate-based optimization. Computer Methods in Applied Mechanics and Engineering, 375, 113623.

Gnecco, G., Pammolli, F., & Tuncay, B. (2021). Welfare and research and development incentive effects of uniform and differential pricing schemes. Computational Management Science, 1-40.

Bargagli Stoffi, F. J., Gnecco, G., & De Witte, K. (2021). Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approach. Annals Of Applied Statistics.

Bargagli-Stoffi, F. J., Niederreiter, J., & Riccaboni, M. (2021). Supervised learning for the prediction of firm dynamics. In Data Science for Economics and Finance (pp. 19-41). Springer, Cham.

Gnecco, G., & Bacigalupo, A. (2021). Convex combination of data matrices: PCA perturbation bounds for multi-objective optimal design of mechanical metafilters. Mathematical Foundations of Computing, 4(4), 253.

Gnecco, G. (2021). On the Optimal Generalization Error for Weighted Least Squares Under Variable Individual Supervision Times. In Optimization and Decision Science (pp. 15-25). Springer, Cham.

Passacantando, M., Gnecco, G., Hadas, Y., & Sanguineti, M. (2021). On Braess’ Paradox and Average Quality of Service in Transportation Network Cooperative Games. In Optimization and Decision Science (pp. 27-37). Springer, Cham.

Gnecco, G., & Bacigalupo, A. (2021). On principal component analysis of the convex combination of two data matrices and its application to acoustic metamaterial filters. arXiv preprint arXiv:2104.07054.

Gnecco, G., Bacigalupo, A., Fantoni, F., & Selvi, D. (2021). Principal Component Analysis Applied to Gradient Fields in Band Gap Optimization Problems for Metamaterials. arXiv preprint arXiv:2104.02588.

Mastrogiorgio, A. (2021). Vigor and aspiration levels in neuroeconomics. Behavioral and Brain Sciences, 44.

Mastrogiorgio, A., Zaninotto, F., Maggi, F., Ricciardi, E., Lattanzi, N., & Malizia, A. P. (2021). Enhancing Organizational Memory Through Virtual Memoryscapes: Does It Work?. Frontiers in Psychology, 12.

Gianfagna, L., Crimaldi, I., & Gallan, D. (2021). The regulation of multilateral development banks: is it needed? A preliminary analysis. Journal of Financial Regulation and Compliance.

Hidalgo, A., Riccaboni, M., Rungi, A., & Velázquez, F. J. (2021). COVID-19, social distancing and guests' preferences: impact on peer-to-peer accommodation pricing. Current Issues in Tourism, 1-7.

Longo, L., Riccaboni, M., & Rungi, A. (2022). A neural network ensemble approach for GDP forecasting. Journal of Economic Dynamics and Control, 134, 104278.

Geuna, A., Guerzoni, M., Nuccio, M., Pammolli, F., & Rungi, A. (2021). Digital Technologies and Industrial Transformations. In Resilience and Digital Disruption (pp. 7-38). Springer, Cham.

Geuna, A., Guerzoni, M., Nuccio, M., Pammolli, F., & Rungi, A. (2021). Participation in Global Supply Chains and the Offshorability of Italian Jobs. In Resilience and Digital Disruption (pp. 39-54). Springer, Cham.

Geuna, A., Guerzoni, M., Nuccio, M., Pammolli, F., & Rungi, A. (2021). Digital Manufacturing and the Transformation of the Automotive Industry. In Resilience and Digital Disruption (pp. 55-126). Springer, Cham.

Geuna, A., Guerzoni, M., Nuccio, M., Pammolli, F., & Rungi, A. (2021). The Way Ahead Towards Advanced Automation: Policy Implication for Core Italian Manufacturing Regions. In Resilience and Digital Disruption (pp. 127-133). Springer, Cham.

Di Gruttola, F., Malizia, A. P., D'Arcangelo, S., Lattanzi, N., Ricciardi, E., & Orfei, M. D. (2021). The Relation Between Consumers' Frontal Alpha Asymmetry, Attitude, and Investment Decision. Frontiers in neuroscience, 14, 1414.

Basco, R., Bassetti, T., Dal Maso, L., & Lattanzi, N. (2021). Why and when do family firms invest less in talent management? The suppressor effect of risk aversion. Journal of Management and Governance, 1-30.

Pieroni, V., Facchini, A., & Riccaboni, M. (2021). COVID-19 vaccination and unemployment risk: lessons from the Italian crisis. Scientific reports, 11(1), 1-8.

Lopreite, M., Panzarasa, P., Puliga, M., & Riccaboni, M. (2021). Early warnings of COVID-19 outbreaks across Europe from social media. Scientific reports, 11(1), 1-7.

Belderbos, R., Grabowska, M., Kelchtermans, S., Leten, B., Jacob, J., & Riccaboni, M. (2021). Whither geographic proximity? Bypassing local R&D units in foreign university collaboration. Journal of international business studies, 1-29.

Lopreite, M., Puliga, M., Riccaboni, M., & De Rosis, S. (2021). A social network analysis of the organizations focusing on tuberculosis, malaria and pneumonia. Social Science & Medicine, 278, 113940.

Riccaboni, M., Wang, X., & Zhu, Z. (2021). Firm performance in networks: The interplay between firm centrality and corporate group size. Journal of Business Research, 129, 641-653.

Bertolini, A., & Riccaboni, M. (2021). Grounding the case for a European approach to the regulation of automated driving: the technology-selection effect of liability rules. European Journal of Law and Economics, 51(2), 243-284.

Verginer, L., & Riccaboni, M. (2021). Stem cell legislation and its impact on the geographic preferences of stem cell researchers. Eurasian Business Review, 11(1), 163-189.

Fallucchi, F., Niederreiter, J., & Riccaboni, M. (2021). Learning and dropout in contests: an experimental approach. Theory and Decision, 90(2), 245-278.

Montinari, L., Riccaboni, M., & Schiavo, S. (2021). Innovation, trade and multi‐product firms. Canadian Journal of Economics/Revue canadienne d'économique, 54(1), 311-337.

Edet, S., Panzarasa, P., & Riccaboni, M. (2021). Global Cities In International Networks Of Innovators. Advances in Complex Systems (ACS), 24(03n04), 1-24.

Kelchtermans, S., Leten, B., Rabijns, M., & Riccaboni, M. (2021). Do licensors learn from out-licensing? Empirical evidence from the pharmaceutical industry. Technovation, 102405.

Niederreiter, J., & Riccaboni, M. (2021). The impact of product innovation announcements on firm value: evidence from the bio-pharmaceutical industry. Industry and Innovation, 1-28.

Pammolli, F., Riccaboni, M., & Spelta, A. (2021). The network origins of Schumpeterian innovation. Journal of Evolutionary Economics, 1-21.

Verginer, L., & Riccaboni, M. (2021). Talent goes to global cities: The world network of scientists’ mobility. Research policy, 50(1), 104127.

Li, X., Verginer, L., Riccaboni, M., & Panzarasa, P. (2021). A network approach to expertise retrieval based on path similarity and credit allocation. Journal of Economic Interaction and Coordination, 1-33.

2020

Blanas, S., Gancia, G. & Lee, S.Y.T. (2020) Who is afraid of machines? Economic Policy, Volume 34, Issue 100, Pages 627–690

Amato, S., Basco, R. Gomez-Ansón, S. & Lattanzi, N. (2020) Family-managed Firms and Employment Growth during an Economic Downturn: Does their Location Matter? Baltic Journal of Management, 15(4), pp. 607-630.

Bargagli Stoffi, F., Cevolani, G., Gnecco, G. (2020) Should simplicity be always preferred to complexity in supervised machine learning? Proceedings of the 6th International Conference on machine Learning. Optimization & Data science (LOD 2020), 4 pages, Certosa di Pontignano (Siena), Italy, Lecture Notes in Computer Science.

Lattanzi, N. (2020) Verso la Convergenza tra Neuroscienze e Intelligenza Artificiale. Nuova Antologia, Vol. 624 – Fasc. 2293, pp. 59-75.

A. Navas, F. Serti, C. Tomasi. (2020) The role of the gravity forces on firms’ trade. Canadian Journal of Economics/Revue canadienne d'économique 53 (3), 1059-1097

L Verginer, M Riccaboni. (2020) Cities and countries in the global scientist mobility network. Applied Network Science 5 (1), 1-16

D Delpini, S Battiston, G Caldarelli, M Riccaboni. (2020) Portfolio diversification, differentiation and the robustness of holdings networks. Applied Network Science 5 (1), 1-20

R Metulini, M Riccaboni, F Serti. (2020) Water-in-food, conflicts, and refugee movements: A comprehensive analysis. Water Resources and Economic Processes, 224-261

A Samantray, M Riccaboni. (2020) Peer influence of production and consumption behaviour in an online social network of collective learning. Online Social Networks and Media 18, 100088

SV Buldyrev, F Pammolli, M Riccaboni, HE Stanley. (2020) The rise and fall of business firms: A stochastic framework on innovation, creative destruction and growth. Cambridge University Press

J Growiec, F Pammolli, M Riccaboni. (2020) Innovation and corporate dynamics: a theoretical framework. Central European Journal of Economic Modelling and Econometrics, 1-45

Belmonte A., Bove V., D'Inverno G., and Modica M. (2020) School Infrastructure Spending and Educational Outcomes: Evidence from the 2012 Earthquake in Northern Italy. Economics of Education Review, Vol. 75: 101951.

Belmonte A. (2020) Inter-Ethnic Dynamics in the Wake of Terrorist Attacks: Evidence from the 2015 Baga Massacre. Peace Economics, Peace Science and Public Policy, Vol. 26(2).

G. Aletti, I. Crimaldi, A. Ghiglietti, (2020) Interacting reinforced stochastic processes: statistical inference based on the weighted empirical means. Bernoulli, 26(2), 1098-1138.

E Bilancini, L Boncinelli, J Newton (2020) Evolution and Rawlsian social choice in matching. Games and Economic Behavior 123, 68-80

E Bilancini, L Boncinelli, V Capraro, T Celadin, R Di Paolo (2020) The effect of norm-based messages on reading and understanding COVID-19 pandemic response governmental rules. Journal of Behavioral Economics for Policy 4 (Covid-19 SI), 45-55

E Bilancini, L Boncinelli (2020) The evolution of conventions under condition-dependent mistakes. Economic Theory 69 (2), 497-521

E Bilancini, L Boncinelli (2020)When today’s rewards are tomorrow’s endowments: The effects of inequality on social competition. European Economic Review 129, 103533.

E Bilancini, L Boncinelli, V Capraro, T Celadin, R Di Paolo, (2020) "Do the right thing" for whom? An experiment on ingroup favouritism, group assorting and moral suasion. Judgment and Decision Making 15 (2), 182-192

Cinat, P., Gnecco, G., Paggi, M. (2020) Multi-scale surface roughness optimization through genetic algorithms. Frontiers in Mechanical Engineering, 6, 14 pages

Dal Maso, L., Basco, R., Bassetti, T., Lattanzi, N. (2020) Family ownership and environmental performance: The mediation effect of human resource practices. Business Strategy and the Environment, 29(3), 1548-1562.

I. Crimaldi, L. Forastiere, F. Mealli, C. Tortù (2020) The Causal Effect of Immigration Policies on Income Inequality. In 50th Scientific Meeting of the Italian Statistical Society-SIS 2020 (pp. 1549-1556). Pearson

Del Prete D., and Rungi A. (2020) Backward and Forward Integration Along Global Value Chains, Review of Industrial Organization, 57: 263–283.

Fattorini, L., Ghodsi, M., and Rungi, A. (2020) Cohesion Policy Meets Heterogeneous Firms, JCMS: Journal of Common Market Studies, 58: 803– 817.

Gnecco, G., Hadas, Y., Sanguineti, M. (2020) Public transport transfers assessment via transferable utility games and Shapley value approximation. Transportmetrica A: Transport Science.

Gnecco, G., Nutarelli, F., Selvi, D. (2020) Optimal trade-off between sample size, precision of supervision, and selection probabilities for the unbalanced fixed effects panel data model. Soft Computing.

Kolykhalova, K., Gnecco, G., Sanguineti, M., Volpe, G., Camurri, A. (2020) Automated analysis of the origin of movement: an approach based on cooperative games on graphs. IEEE Transactions on Human-Machine Systems.

Lenarda, P., Gnecco, G., Riccaboni, M. (2020) Parameter estimation in a 3-parameter p* random graph model. Networks.

Morescalchi, A. and P. Paruolo. (2020) Too much stick for the carrot. Job search requirements and search behaviour of unemployment benefit claimants. The B.E. Journal of Economic Analysis and Policy, 20(1).

Buldyrev, S., Morescalchi, A., Pammolli, F., Riccaboni, M., Stanley, H. E., and Tortolini, V. (2020) “Testing our predictions'”. In: Buldyrev, S., Pammolli, F., Riccaboni, M., and Stanley, H. E., (eds.) The Rise and Fall of Business Firms. A Stochastic Framework on Innovation, Creative Destruction and Growth, Cambridge University Press, Chapter 4.

Tria, F., Crimaldi, I., Aletti, G., Servedio, V.D.P. (2020) “Taylor’s Law in Innovation Processes”, Entropy, 22(5), article number 573.

Patuelli, A., Carungu, J.(2020) A comparative study of the accounting research trends (1994–2014) between Spain and Italy. Accounting History, 25(3), 488-508.

Zacchia, P. (2020) Knowledge Spillovers through Networks of Scientists. The Review of Economic Studies, 87: 1989–2018.

Zoppoli, R., Sanguineti, M., Gnecco, G., Parisini, T. (2020) Neural approximations for optimal control and decision, 518 pages. Springer, London, series “Communications and Control Engineering”.