create a website

Predicting the spread of COVID-19 in Italy using machine learning: Do socio-economic factors matter?. (2021). Tancioni, Massimiliano ; Bloise, Francesco.
In: Structural Change and Economic Dynamics.
RePEc:eee:streco:v:56:y:2021:i:c:p:310-329.

Full description at Econpapers || Download paper

Cited: 10

Citations received by this document

Cites: 47

References cited by this document

Cocites: 28

Documents which have cited the same bibliography

Coauthors: 0

Authors who have wrote about the same topic

Citations

Citations received by this document

  1. Factors influencing urban socioeconomic resilience after the withdrawal of nonpharmaceutical interventions: Evidence from intra-city travel intensity in China. (2025). Tang, Qingyun ; Wang, Tao ; Liu, Bingsheng.
    In: Journal of Transport Geography.
    RePEc:eee:jotrge:v:124:y:2025:i:c:s0966692325000638.

    Full description at Econpapers || Download paper

  2. COVID 19 and Wage Polarization: A task based approach. (2024). scicchitano, sergio ; schettino, francesco ; Suppa, Domenico.
    In: GLO Discussion Paper Series.
    RePEc:zbw:glodps:1398.

    Full description at Econpapers || Download paper

  3. Pandemic distress and anti‐immigration sentiments. (2024). Martinangeli, Andrea ; daniele, gianmarco ; Sas, Willem ; Windsteiger, Lisa ; Passarelli, Francesco.
    In: Economica.
    RePEc:bla:econom:v:91:y:2024:i:363:p:1124-1155.

    Full description at Econpapers || Download paper

  4. Distributional effects of COVID-19. (2023). scicchitano, sergio ; Mussida, Chiara ; Brunetti, Irene ; Aina, Carmen.
    In: Eurasian Business Review.
    RePEc:spr:eurasi:v:13:y:2023:i:1:d:10.1007_s40821-022-00230-3.

    Full description at Econpapers || Download paper

  5. Rekindling New Economic Geography in Times of COVID-19: Labor Mobility Responses to Health Shocks in Central and North America. (2023). Cristobal-Campoamor, Adolfo ; Rodrguez-Crespo, Ernesto.
    In: International Regional Science Review.
    RePEc:sae:inrsre:v:46:y:2023:i:5-6:p:523-551.

    Full description at Econpapers || Download paper

  6. Economic resilience and regionally differentiated cycles: Evidence from a turning point approach in Italy. (2023). Fratesi, Ugo ; Duran, Hasan Engin.
    In: Papers in Regional Science.
    RePEc:bla:presci:v:102:y:2023:i:2:p:219-252.

    Full description at Econpapers || Download paper

  7. From the lockdown to the new normal: individual mobility and local labor market characteristics following the COVID-19 pandemic in Italy. (2022). scicchitano, sergio ; Fracasso, Andrea ; Caselli, Mauro.
    In: Journal of Population Economics.
    RePEc:spr:jopoec:v:35:y:2022:i:4:d:10.1007_s00148-022-00891-4.

    Full description at Econpapers || Download paper

  8. Modelling the persistence of Covid-19 positivity rate in Italy. (2022). Naimoli, Antonio.
    In: Socio-Economic Planning Sciences.
    RePEc:eee:soceps:v:82:y:2022:i:pa:s0038012122000039.

    Full description at Econpapers || Download paper

  9. Modeling economic losses and greenhouse gas emissions reduction during the COVID-19 pandemic: Past, present, and future scenarios for Italy. (2022). Quatraro, Francesco ; Gastaldo, Michele ; Cottafava, Dario ; Santhia, Cristina.
    In: Economic Modelling.
    RePEc:eee:ecmode:v:110:y:2022:i:c:s0264999322000530.

    Full description at Econpapers || Download paper

  10. Mobility in times of pandemics: Evidence on the spread of COVID19 in Italys labour market areas. (2021). Palma, Alessandro ; Montresor, Sandro ; Faggian, Alessandra ; Ascani, Andrea.
    In: Structural Change and Economic Dynamics.
    RePEc:eee:streco:v:58:y:2021:i:c:p:444-454.

    Full description at Econpapers || Download paper

References

References cited by this document

  1. Ascani, A. ; Faggian, A. ; Montresor, S. The geography of COVID-19 and the structure of local economies: the case of Italy. 2020 Journal of Regional Science. -

  2. Atkeson, A. What will be the economic impact of COVID-19 in the US? Rough estimates of disease scenarios. 2020 NBER:

  3. Baker, S.R. ; Bloom, N. ; Davis, S.J. ; Terry, S.J. Covid-induced economic uncertainty. 2020 NBER:

  4. Baqaee, D. ; Farhi, E. Supply and Demand in Disaggregated Keynesian Economies with an Application to the Covid-19 Crisis. 2020 NBER:

  5. Bashir, M.F. ; Ma, B. ; Komal, B. ; Bashir, M.A. ; Tan, D. ; Bashir, M. Correlation between climate indicators and COVID-19 pandemic in New York, USA. 2020 Science of The Total Environment. -
    Paper not yet in RePEc: Add citation now
  6. Bayer, C. ; Kuhn, M. Intergenerational ties and case fatality rates: A cross country analysis. 2020 CEPR:

  7. Belloc, M. ; Buonanno, M. ; Drago, F. ; Galbiati, R. ; Pinotti, P. Cross-country correlation analysis for research on COVID-19. 2020 VoxEU.org:
    Paper not yet in RePEc: Add citation now
  8. Bin, N.S. ; Alamery, A.H. ; Nafesa, Al ; A., Aleid B. ; Brazanji, N.A School closure during novel influenza: a systematic review. 2018 J. Infect. Public Health. 11 657-661
    Paper not yet in RePEc: Add citation now
  9. Black, J.R.M. ; Bailey, C. ; Przewrocka, J. ; Djkstra, K.K. ; Swanton, C COVID-19: the case for health-care worker screening to prevent hospital transmission. 2020 The Lancet. 395 1418-1420
    Paper not yet in RePEc: Add citation now
  10. Bonacini, L. ; Gallo, G. ; Scicchitano, S. Working from home and income inequality: risks of a ‘new normal’ with COVID-19. 2020 Journal of Population Economics. -
    Paper not yet in RePEc: Add citation now
  11. Borgonovi, F. ; Andrieu, E. Bowling together by bowling alone: social capital and COVID-19. 2020 Covid Economics. 73-96

  12. Brindle, M.E. ; Gawande, A. Managing COVID-19 in Surgical Systems. 2020 Annals of Surgery. 272 e1-e2
    Paper not yet in RePEc: Add citation now
  13. Bronka, P. ; Collado, D. ; Richiardi, M. The Covid-19 crisis response helps the poor: the distributional and budgetary consequences of the UK lock-down. 2020 EUROMOD:
    Paper not yet in RePEc: Add citation now
  14. Chang, S.L. ; Harding, N. ; Zachreson, C. Modelling transmission and control of the COVID-19 pandemic in Australia. 2020 Nature Communications. 11 -

  15. De Backer, K. ; Desnoyers-James, I. ; Moussiegt, L. Manufacturing or Services-That is (not) the Question': The Role of Manufacturing and Services in OECD Economies (No. 19). 2015 OECD Publishing:

  16. Decerf, B. ; Ferreira, F.H.G. ; Mahler, D.G. ; Sterck, O Lives and Livelihoods: Estimates of the Global Mortality and Poverty Effects of the Covid-19 Pandemic. 2020 ECINEQ, Society for the Study of Economic Inequality:

  17. Di Giulio, P. ; Rosina, A. Intergenerational family ties and the diffusion of cohabitation in Italy. 2007 Demographic Research. 16 441-468

  18. Dingel, J.I. ; Neiman, B. How many jobs can be done at home?. 2020 NBER:

  19. Do, Z. ; Wang, L. ; Cauchemez, S. ; Xu, X. ; Wang, X. ; Cowling, B.J. ; Meyers, L.A. Risk for Transportation of Coronavirus Disease from Wuhan to Other Cities in China. 2020 Emerging Infectious Diseases. 26 1049-1052
    Paper not yet in RePEc: Add citation now
  20. Dosi, G. ; Fanti, L. ; Virgillito, M.E. Unequal societies in usual times, unjust societies in pandemic ones. 2020 Journal of Industrial and Business Economics. -

  21. Dowd, J.B. ; Andriano, L. ; Brazel, D.M. ; Rotondi, V. ; Block, P. ; Ding, X. ; Liu, Y. ; Mills, M.C. Demographic science aids in understanding the spread and fatality rates of COVID-19. 2020 Proceedings of the National Academy of Sciences. 117 9696-9698

  22. Fernandes, N. (2020). Economic effects of coronavirus outbreak (COVID-19) on the world economy. Available at SSRN 3557504.
    Paper not yet in RePEc: Add citation now
  23. Flaxman, S. ; Mishra, S. ; Gandy, A. Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe. 2020 Nature. 584 257-261
    Paper not yet in RePEc: Add citation now
  24. Fogli, A. ; Veldkamp, L. Germs, social networks and growth. 2020 Review of Economic Studies. -
    Paper not yet in RePEc: Add citation now
  25. Gan, W.H. ; Lim, J.W. ; Koh, D. Preventing Intra-hospital Infection and Transmission of Coronavirus Disease 2019 in Health-care Workers. 2020 Safety and Health at Work. 11 241-243
    Paper not yet in RePEc: Add citation now
  26. Gregory, V. ; Menzio, G. ; Wiczer, D.G. Pandemic Recession: L or V-Shaped?. 2020 NBER:

  27. Guan, D. ; Wang, D. ; Hallegatte, S. ; Davis, S.J. ; Huo, J. ; Li, S. ; Cheng, D. Global supply-chain effects of COVID-19 control measures. 2020 Nature Human Behaviour. 1-11
    Paper not yet in RePEc: Add citation now
  28. Hastie, T. ; Tibshirani, R. ; Friedman, J. The elements of statistical learning: data mining, inference, and prediction. 2009 Springer Science & Business Media:
    Paper not yet in RePEc: Add citation now
  29. Hastie, T. ; Tibshirani, R. ; Wainwright, M. Statistical learning with sparsity: the lasso and generalizations. 2015 CRC press:
    Paper not yet in RePEc: Add citation now
  30. Jackson, C. ; Vynnycky, E. ; Mangtani, P. The relationship between school holydays and transmission of influenza in England and Wales. 2016 American Journal of Epidemiology. 184 644-651
    Paper not yet in RePEc: Add citation now
  31. James, G. ; Witten, D. ; Hastie, T. ; Tibshirani, R. . 2013 Springer: New York
    Paper not yet in RePEc: Add citation now
  32. Li, Y. ; Campbell, H. ; Kulkarni, D. ; Harpur, A. ; Nundy, M. ; Wang, X. ; Nair, H. The temporal association of introducing and lifting non-pharmaceutical interventions with the time-varying reproduction number (R) of SARS-CoV-2: a modelling study across 131 countries. 2020 The Lancet Infectious Disease. -
    Paper not yet in RePEc: Add citation now
  33. Ludvigson, S.C. ; Ma, S. ; Ng, S. Covid19 and the Macroeconomic Effects of Costly Disasters. 2020 NBER:

  34. Mullainathan, S. ; Spiess, J. Machine learning: an applied econometric approach. 2017 Journal of Economic Perspectives. 31 87-106

  35. Palomino, J.C. ; Rodríguez, J.G. ; Sebastian, R. Wage inequality and poverty effects of lockdown and social distancing in Europe. 2020 European Economic Review. 129-

  36. Qiu, Y. ; Chen, X. ; Shi, W. Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China. 2020 Journal of Population Economics. 33 1127-1172

  37. Reher, D.S. Family ties in Western Europe: persistent contrasts. 1998 Population and Development Review. 203-234
    Paper not yet in RePEc: Add citation now
  38. Sajadi, M. M., Habibzadeh, P., Vintzileos, A., Shokouhi, S., Miralles-Wilhelm, F., Amoroso, A. (2020). Temperature and latitude analysis to predict potential spread and seasonality for COVID-19. Available at SSRN 3550308.
    Paper not yet in RePEc: Add citation now
  39. Santarelli, E. ; Cottone, F. Leaving home, family support and intergenerational ties in Italy: Some regional differences. 2009 Demographic Research. 21 1-22

  40. Viner, R.M. ; Russell, S.J. ; Croker, H. ; Packer, J. ; Ward, J. ; Stansfield, C. ; Mytton, O. ; Bonell, C. ; Booy, R. School closure and management practices during coronavirus outbreaks including COVID-19: a rapid systematic review. 2020 The Lancet Child & Adolescent Health. 4 397-404
    Paper not yet in RePEc: Add citation now
  41. Wang, J., Tang, K., Feng, K., Lv, W. (2020). High temperature and high humidity reduce the transmission of COVID-19. Available at SSRN 3551767.
    Paper not yet in RePEc: Add citation now
  42. Wu, X. ; Nethery, R.C. ; Sabath, B.M. ; Braun, D. ; Dominici, F. Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis. 2020 American Association for the Advancement of Science:
    Paper not yet in RePEc: Add citation now
  43. Yongjian, Z. ; Jingu, X. ; Fengming, H. ; Liqing, C. Association between short-term exposure to air pollution and COVID-19 infection: Evidence from China. 2020 Science of the Total Environment. -
    Paper not yet in RePEc: Add citation now
  44. Zhang, J. ; Litvinova, M. ; Liang, Y. Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China. 2020 Science. 368 1481-1486
    Paper not yet in RePEc: Add citation now
  45. Zheng, R. ; Xu, Y. ; Wang, W. ; Ning, G. ; Bi, Y. Spatial transmission of COVID-19 via public and private transportation in China. 2020 Elsevier Public Health Emergency Collection:
    Paper not yet in RePEc: Add citation now
  46. Zhu, Y. ; Xie, J. Association between ambient temperature and COVID-19 infection in 122 cities from China. 2020 Science of the Total Environment. -
    Paper not yet in RePEc: Add citation now
  47. Zou, H. ; Hastie, T. Regularization and variable selection via the elastic net. 2005 Journal of the Royal Statistical Society: series B (statistical methodology). 67 301-320

Cocites

Documents in RePEc which have cited the same bibliography

  1. Impact of socioeconomic determinants on the speed of epidemic diseases: a comparative analysis. (2024). Michel, Pierre ; Gallic, Ewen ; Slaoui, Iness ; Bonou, Norgile Midopk ; Gnaba, Sgui ; Dufrnot, Gilles.
    In: PSE-Ecole d'économie de Paris (Postprint).
    RePEc:hal:pseptp:hal-04538161.

    Full description at Econpapers || Download paper

  2. Impact of socioeconomic determinants on the speed of epidemic diseases: a comparative analysis. (2024). Michel, Pierre ; Gallic, Ewen ; Dufrenot, Gilles ; Gnaba, Segui ; Bonou, Norgile Midopke ; Slaoui, Iness.
    In: Post-Print.
    RePEc:hal:journl:hal-04538161.

    Full description at Econpapers || Download paper

  3. The spatially uneven diffusion of remote jobs in Europe. (2024). Ozguzel, Cem ; Wei, Zhiwu ; Luca, Davide.
    In: LSE Research Online Documents on Economics.
    RePEc:ehl:lserod:122651.

    Full description at Econpapers || Download paper

  4. How the COVID-19 Pandemic Affected Developing Countries: the Tunisian Investigation. (2023). Labidi, Mohamed Ali.
    In: Journal of the Knowledge Economy.
    RePEc:spr:jknowl:v:14:y:2023:i:1:d:10.1007_s13132-021-00875-x.

    Full description at Econpapers || Download paper

  5. Population density and SARS-CoV-2 pandemic: Comparing the geography of different waves in the Netherlands. (2023). Boterman, Willem.
    In: Urban Studies.
    RePEc:sae:urbstu:v:60:y:2023:i:8:p:1377-1402.

    Full description at Econpapers || Download paper

  6. Detecting Regional Differences in Italian Health Services during Five COVID-19 Waves. (2023). Ievoli, Riccardo ; Palazzo, Lucio.
    In: Stats.
    RePEc:gam:jstats:v:6:y:2023:i:2:p:32-518:d:1124151.

    Full description at Econpapers || Download paper

  7. When did coronavirus arrive in Europe?. (2022). Di Stefano, Roberta ; Cerqua, Augusto.
    In: Statistical Methods & Applications.
    RePEc:spr:stmapp:v:31:y:2022:i:1:d:10.1007_s10260-021-00568-4.

    Full description at Econpapers || Download paper

  8. Italian Workers at Risk During the COVID-19 Epidemic. (2022). scicchitano, sergio ; Barbieri, Teresa ; Basso, Gaetano.
    In: Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti.
    RePEc:spr:italej:v:8:y:2022:i:1:d:10.1007_s40797-021-00164-1.

    Full description at Econpapers || Download paper

  9. Population density and spreading of COVID-19 in England and Wales. (2022). Hanley, Quentin S ; Sutton, Jack ; Ribeiro, Haroldo V ; Shahtahmassebi, Golnaz.
    In: PLOS ONE.
    RePEc:plo:pone00:0261725.

    Full description at Econpapers || Download paper

  10. The Industrial Pattern of Italian Regions: A Disaggregated Sectoral Analysis Based on Input–Output Tables. (2022). Carlucci, Margherita ; Salvati, Luca ; Lamonica, Giuseppe Ricciardo ; Chelli, Francesco Maria ; Ciaschini, Clio.
    In: Economies.
    RePEc:gam:jecomi:v:10:y:2022:i:12:p:300-:d:986527.

    Full description at Econpapers || Download paper

  11. Close encounters during a pandemic: Social habits and inter-generational links in the first two waves of COVID-19. (2022). Trivin, Pedro ; Cristini, Annalisa.
    In: Economics & Human Biology.
    RePEc:eee:ehbiol:v:47:y:2022:i:c:s1570677x22000764.

    Full description at Econpapers || Download paper

  12. Who lost the most? Distributive effects of COVID-19 pandemic. (2021). scicchitano, sergio ; Mussida, Chiara ; Brunetti, Irene ; Ainaa, Carmen.
    In: GLO Discussion Paper Series.
    RePEc:zbw:glodps:829.

    Full description at Econpapers || Download paper

  13. Local mortality estimates during the COVID-19 pandemic in Italy. (2021). Letta, Marco ; Di Stefano, Roberta ; Cerqua, Augusto ; Miccoli, Sara.
    In: Journal of Population Economics.
    RePEc:spr:jopoec:v:34:y:2021:i:4:d:10.1007_s00148-021-00857-y.

    Full description at Econpapers || Download paper

  14. Are regions equal in adversity? A spatial analysis of spread and dynamics of COVID-19 in Europe. (2021). Arcuri, Giuseppe ; AMDAOUD, Mounir ; Levratto, Nadine.
    In: The European Journal of Health Economics.
    RePEc:spr:eujhec:v:22:y:2021:i:4:d:10.1007_s10198-021-01280-6.

    Full description at Econpapers || Download paper

  15. A Poorly Understood Disease? The Impact of COVID-19 on the Income Gradient in Mortality over the Course of the Pandemic. (2021). Khoury, Laura ; Brébion, Clément ; Briole, Simon ; Brandily, Paul ; Brebion, Clement.
    In: Working Papers.
    RePEc:hal:wpaper:halshs-02895908.

    Full description at Econpapers || Download paper

  16. Amidst Covid-19 Pandemic: An Adaptive Disaster Governance in Yogyakarta, Indonesia. (2021). Hizbaron, Dyah Rahmawati ; Mardiatno, Djati ; Ruslanjari, Dina.
    In: Social Sciences.
    RePEc:gam:jscscx:v:10:y:2021:i:3:p:92-:d:512093.

    Full description at Econpapers || Download paper

  17. Mobility in times of pandemics: Evidence on the spread of COVID19 in Italys labour market areas. (2021). Palma, Alessandro ; Montresor, Sandro ; Faggian, Alessandra ; Ascani, Andrea.
    In: Structural Change and Economic Dynamics.
    RePEc:eee:streco:v:58:y:2021:i:c:p:444-454.

    Full description at Econpapers || Download paper

  18. Predicting the spread of COVID-19 in Italy using machine learning: Do socio-economic factors matter?. (2021). Tancioni, Massimiliano ; Bloise, Francesco.
    In: Structural Change and Economic Dynamics.
    RePEc:eee:streco:v:56:y:2021:i:c:p:310-329.

    Full description at Econpapers || Download paper

  19. La résilience des territoires français face à la crise. Une première évaluation de l’ampleur du choc. (2021). AMDAOUD, Mounir ; ABDEL FATTAH, LARA.
    In: EconomiX Working Papers.
    RePEc:drm:wpaper:2021-30.

    Full description at Econpapers || Download paper

  20. Is there a relationship between industrial clusters and the prevalence of COVID‐19 in the provinces of Morocco?. (2021). Zaoujal, Nouzha ; Boumahdi, Ilyes ; Fadlallah, Abdellali.
    In: Regional Science Policy & Practice.
    RePEc:bla:rgscpp:v:13:y:2021:i:s1:p:138-157.

    Full description at Econpapers || Download paper

  21. Moving (within and across) spatial labour markets in times of COVID-19: evidence from Facebook mobility data on Italian labour market areas. (2021). Palma, Alessandro ; Montresor, Sandro ; Faggian, Alessandra ; Ascani, Andrea.
    In: Discussion Paper series in Regional Science & Economic Geography.
    RePEc:ahy:wpaper:wp12.

    Full description at Econpapers || Download paper

  22. Local mortality estimates during the COVID-19 pandemic in Italy. (2020). Letta, Marco ; Di Stefano, Roberta ; Cerqua, Augusto ; Miccoli, Sara.
    In: Working Papers.
    RePEc:saq:wpaper:14/20.

    Full description at Econpapers || Download paper

  23. Local economies amidst the COVID-19 crisis in Italy: a tale of diverging trajectories. (2020). Letta, Marco ; Cerqua, Augusto.
    In: MPRA Paper.
    RePEc:pra:mprapa:104404.

    Full description at Econpapers || Download paper

  24. When did coronavirus arrive in Europe?. (2020). Di Stefano, Roberta ; Cerqua, Augusto.
    In: MPRA Paper.
    RePEc:pra:mprapa:102944.

    Full description at Econpapers || Download paper

  25. A Poorly Understood Disease? The Unequal Distribution of Excess Mortality Due to COVID-19 Across French Municipalities. (2020). Khoury, Laura ; Brébion, Clément ; Briole, Simon ; Brandily, Paul.
    In: Discussion Paper Series in Economics.
    RePEc:hhs:nhheco:2020_015.

    Full description at Econpapers || Download paper

  26. Regional Resilience in Times of a Pandemic Crisis: The Case of COVID‐19 in China. (2020). Hassink, Robert ; Tan, Juntao ; Gong, Huiwen ; Huang, Dacang.
    In: Tijdschrift voor Economische en Sociale Geografie.
    RePEc:bla:tvecsg:v:111:y:2020:i:3:p:497-512.

    Full description at Econpapers || Download paper

  27. From the lockdown to the new normal: An analysis of the limitations to individual mobility in Italy following the Covid-19 crisis. (2020). scicchitano, sergio ; Fracasso, Andrea ; Caselli, Mauro.
    In: Discussion Paper series in Regional Science & Economic Geography.
    RePEc:ahy:wpaper:wp7.

    Full description at Econpapers || Download paper

  28. Local mortality estimates during the COVID-19 pandemic in Italy. (2020). Letta, Marco ; Di Stefano, Roberta ; Cerqua, Augusto ; Miccoli, Sara.
    In: Discussion Paper series in Regional Science & Economic Geography.
    RePEc:ahy:wpaper:wp6.

    Full description at Econpapers || Download paper

Coauthors

Authors registered in RePEc who have wrote about the same topic

Report date: 2025-10-01 07:18:32 || Missing content? Let us know

CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated August, 3 2024. Contact: Jose Manuel Barrueco.