DISTANCIAMENTO ESPACIAL E RESILIÊNCIA ECONÔMICA REGIONAL EM TEMPOS DE COVID-19: Primeiras Impressões de uma Discussão em Aberto

First Impressions of an Open Discussion

Autores

DOI:

https://doi.org/10.13037/gr.vol40.e20248283

Palavras-chave:

Resiliência, COVID-19, Distanciamento espacial, Choques

Resumo

Devido à COVID-19, medidas objetivando distanciamento espacial—prática de evitar proximidade física entre pessoas para conter a propagação de doenças—provavelmente afetaram negativamente o nível de emprego e a geração de riqueza regional, porque empresas em diversos setores foram fechadas. Nesse contexto, analisamos dados de distanciamento espacial sob uma ótica de resiliência econômica regional. Nossa única variável foi um índice de distanciamento espacial coletado para os estados brasileiros de fevereiro a julho de 2020. Transformamos as séries temporais para garantir a estacionariedade, possibilitando calcular a correlação linear de Pearson. O menor coeficiente encontrado foi 0,85, indicando correlação positiva forte entre as séries. Devido às disparidades regionais, choques afetam distintas regiões de formas diferentes. Todavia, nossos resultados mostraram que os estados brasileiros se comportam de modo semelhante em relação ao índice adotado, sugerindo que este não seja um preditor aconselhável de resiliência econômica regional de curto prazo considerando o choque estudado.

Downloads

Não há dados estatísticos.

Biografia do Autor

Luiz Fernando Câmara Viana, Universidade de Brasília (UnB) e Instituto Federal de Brasília (IFB) - DF - Brasil

Doutorando em Administração (UnB), Mestre em Agronegócios (UnB), e Bacharel em Gestão de Agronegócios (UnB). Professor no IFB Campus Gama.

Newton da Silva Miranda Júnior, Universidade de Brasília (UnB) - DF - Brasil

Doutor em Administração (UnB), Mestre em Economia (UnB) e Bacharel em Administração (UnB). Atualmente exerce o cargo de Administrador na Administração Pública Federal.

Pedro Carvalho Brom, Instituto Federal de Brasília (IFB) - DF - Brasil

Especialista em Matemática e Estatística (Universidade Federal de Lavras), Especialista em Ciência de Dados (Johns Hopkins University), Licenciado em Matemática (Universidade do Estado de Minas Gerais), Bacharel em Estatística (UnB). Professor no IFB Campus Estrutural.

Valmir Emil Hoffmann, Universidade Federal de Santa Catarina (UFSC) - SC - Brasil

Doutor em Administração (Universidad de Zaragoza), Mestre em Administração (UFSC), Bacharel em Ciências Econômicas (Universidade do Vale do Itajaí – UNIVALI). Professor Titular do Departamento de Contabilidade da UFSC, atuando nos Programas de Pós-graduação em Contabilidade da UFSC, e em Administração da UnB.

Referências

Abel, T., & McQueen, D. (2020). The COVID-19 pandemic calls for spatial distancing and social closeness: not for social distancing! International Journal of Public Health, 65(3), 231–231. https://doi.org/10.1007/s00038-020-01366-7

Appel, A., & Hardaker, S. (2021). Strategies in times of pandemic crisis – retailers and regional resilience in Würzburg, Germany. Sustainability, 13(5), 1–19. https://doi.org/10.3390/su13052643

Aquino, E. M. L., Silveira, I. H., Pescarini, J. M., Aquino, R., Souza-Filho, J. A. de, Rocha, A. dos S., Ferreira, A., Victor, A., Teixeira, C., Machado, D. B., Paixão, E., Alves, F. J. O., Pilecco, F., Menezes, G., Gabrielli, L., Leite, L., Almeida, M. da C. C. de, Ortelan, N., Fernandes, Q. H. R. F., … Lima, R. T. dos R. S. (2020). Medidas de distanciamento social no controle da pandemia de COVID-19: potenciais impactos e desafios no Brasil. Ciência & Saúde Coletiva, 25(suppl 1), 2423–2446. https://doi.org/10.1590/1413-81232020256.1.10502020

Balland, P.-A. A., Rigby, D., & Boschma, R. (2015). The technological resilience of US cities. Cambridge Journal of Regions, Economy and Society, 8(2), 167–184. https://doi.org/10.1093/cjres/rsv007

Barberia, L. G., Cantarelli, L. G. R., Oliveira, M. L. C. de F., Moreira, N. de P., & Rosa, I. S. C. (2021). The effect of state-level social distancing policy stringency on mobility in the states of Brazil. Revista de Administração Pública, 55(1), 27–49. https://doi.org/10.1590/0034-761220200549

Bellini, N., Grillo, F., Lazzeri, G., & Pasquinelli, C. (2017). Tourism and regional economic resilience from a policy perspective: lessons from smart specialization strategies in Europe. European Planning Studies, 25(1), 140–153. https://doi.org/10.1080/09654313.2016.1273323

Boschma, R. (2015). Towards an evolutionary perspective on regional resilience. Regional Studies, 49(5), 733–751. https://doi.org/10.1080/00343404.2014.959481

Brakman, S., Garretsen, H., & Van Marrewijk, C. (2015). Regional resilience across Europe: On urbanisation and the initial impact of the Great Recession. Cambridge Journal of Regions, Economy and Society, 8(2), 225–240. https://doi.org/10.1093/cjres/rsv005

Bristow, G., & Healy, A. (2015). Crisis response, choice and resilience: insights from complexity thinking. Cambridge Journal of Regions, Economy and Society, 8(2), 241–256. https://doi.org/10.1093/cjres/rsv002

Bristow, G., & Healy, A. (2018). Innovation and regional economic resilience: an exploratory analysis. Annals of Regional Science, 60(2), 265–284. https://doi.org/10.1007/s00168-017-0841-6

Cainelli, G., Ganau, R., & Modica, M. (2019). Industrial relatedness and regional resilience in the European Union. Papers in Regional Science, 98(2), 755–778. https://doi.org/10.1111/pirs.12377

Capello, R., Caragliu, A., & Fratesi, U. (2015). Spatial heterogeneity in the costs of the economic crisis in Europe: are cities sources of regional resilience? Journal of Economic Geography, 15(5), 1–22. https://doi.org/10.1093/jeg/lbu053

Clark, J., Huang, H.-I., & Walsh, J. P. (2010). A typology of “innovation districts”: what it means for regional resilience. Cambridge Journal of Regions, Economy and Society, 3(1), 121–137. https://doi.org/10.1093/cjres/rsp034

Cuadrado-Roura, J. R., & Maroto, A. (2016). Unbalanced regional resilience to the economic crisis in Spain: A tale of specialisation and productivity. Cambridge Journal of Regions, Economy and Society, 9(1), 153–178. https://doi.org/10.1093/cjres/rsv034

Di Caro, P. (2015). Recessions, recoveries and regional resilience: evidence on Italy. Cambridge Journal of Regions, Economy and Society, 8(2), 273–291. https://doi.org/10.1093/cjres/rsu029

Di Caro, P. (2017). Testing and explaining economic resilience with an application to Italian regions. Papers in Regional Science, 96(1), 93–113. https://doi.org/10.1111/pirs.12168

Diodato, D., & Weterings, A. B. R. (2015). The resilience of regional labour markets to economic shocks: exploring the role of interactions among firms and workers. Journal of Economic Geography, 15(4), 723–742. https://doi.org/10.1093/jeg/lbu030

Dokić, I., Fröhlich, Z., & Bakarić, I. R. (2016). The impact of the economic crisis on regional disparities in Croatia. Cambridge Journal of Regions, Economy and Society, 9(1), 179–195. https://doi.org/10.1093/cjres/rsv030

Doran, J., & Fingleton, B. (2016). Employment resilience in Europe and the 2008 economic crisis: insights from micro-level data. Regional Studies, 50(4), 644–656. https://doi.org/10.1080/00343404.2015.1088642

Eraydin, A. (2016a). The role of regional policies along with the external and endogenous factors in the resilience of regions. Cambridge Journal of Regions, Economy and Society, 9(1), 217–234. https://doi.org/10.1093/cjres/rsv026

Eraydin, A. (2016b). Attributes and characteristics of regional resilience: defining and measuring the resilience of Turkish regions. Regional Studies, 50(4), 600–614. https://doi.org/10.1080/00343404.2015.1034672

Eriksson, R. H., & Hane-Weijman, E. (2017). How do regional economies respond to crises? The geography of job creation and destruction in Sweden (1990–2010). European Urban and Regional Studies, 24(1), 87–103. https://doi.org/10.1177/0969776415604016

Evenhuis, E. (2017). New directions in researching regional economic resilience and adaptation. Geography Compass, 11(11), e12333. https://doi.org/https://doi.org/10.1111/gec3.12333

Ezcurra, R., & Rios, V. (2019). Quality of government and regional resilience in the European Union. Evidence from the Great Recession. Papers in Regional Science, 98(3), 1267–1290. https://doi.org/10.1111/pirs.12417

Fröhlich, K., & Hassink, R. (2018). Regional resilience: a stretched concept?*. European Planning Studies, 26(9), 1763–1778. https://doi.org/10.1080/09654313.2018.1494137

Giannakis, E., & Bruggeman, A. (2017a). Determinants of regional resilience to economic crisis: a European perspective. European Planning Studies, 25(8), 1394–1415. https://doi.org/10.1080/09654313.2017.1319464

Giannakis, E., & Bruggeman, A. (2017b). Economic crisis and regional resilience: evidence from Greece. Papers in Regional Science, 96(3), 451–476. https://doi.org/10.1111/pirs.12206

Gong, H., Hassink, R., Tan, J., & Huang, D. (2020). Regional resilience in times of a pandemic crisis: the Case of COVID-19 in China. Tijdschrift Voor Economische En Sociale Geografie, 111(3), 497–512. https://doi.org/10.1111/tesg.12447

Han, Y., & Goetz, S. J. (2015). The economic resilience of U.S. counties during the great recession. Review of Regional Studies, 45(2), 131–149.

Heck, T. G., Frantz, R. Z., Frizzo, M. N., François, C. H. R., Ludwig, M. S., Mesenburg, M. A., Buratti, G. P., Franz, L. B. B., & Berlezi, E. M. (2021). Insufficient social distancing may contribute to COVID-19 outbreak: The case of Ijuí city in Brazil. PLOS ONE, 16(2), e0246520. https://doi.org/10.1371/journal.pone.0246520

Hoffmann, V. E., Belussi, F., Martínez-Fernández, M. T., & Reyes, E. (2017). United we stand, divided we fall? Clustered firms’ relationships after the 2008 crisis. Entrepreneurship & Regional Development, 29(7–8), 735–758. https://doi.org/10.1080/08985626.2017.1343869

Hu, X., & Hassink, R. (2017). Exploring adaptation and adaptability in uneven economic resilience: a tale of two Chinese mining regions. Cambridge Journal of Regions, Economy and Society, 10(3), 527–541. https://doi.org/10.1093/cjres/rsx012

Hyndman, R. J., & Athanasopoulos, G. (2019). Forecasting: principles and practice (3rd ed.). OTexts.

IBGE – Instituto Brasileiro de Geografia e Estatística. (2020). PNAD COVID-19. https://covid19.ibge.gov.br/pnad-covid/trabalho.php. Accessed December 12, 2022.

IBGE – Instituto Brasileiro de Geografia e Estatística. (2022). Pesquisa nacional por amostra de domicílios contínua (PNAD). https://sidra.ibge.gov.br/home/pnadct/brasil. Accessed December 22, 2022.

Inloco. (2020). Mapa brasileiro da COVID-19. Retrieved from https://mapabrasileirodacovid.inloco.com.br. Accessed August 10, 2020.

Johansen, S. (2008). Correlation, regression, and cointegration of nonstationary economic time series. In M. I. Gomes, J. A. P. Martins, & J. A. Silva (Eds.), Bulletin of the International Statistical Institute vol. LXII (pp. 19–26). Instituto Nacional de Estatística.

Kakderi, C., & Tasopoulou, A. (2017). Regional economic resilience: the role of national and regional policies. European Planning Studies, 25(8), 1435–1453. https://doi.org/10.1080/09654313.2017.1322041

Kwiatkowski, D., Phillips, P. C. B., Schmidt, P., & Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root. How sure are we that economic time series have a unit root? Journal of Econometrics, 54(1–3), 159–178. https://doi.org/10.1016/0304-4076(92)90104-Y

Lester, T. W., & Nguyen, M. T. (2016). The economic integration of immigrants and regional resilience. Journal of Urban Affairs, 38(1), 42–60.

Malta, D. C., Gomes, C. S., Szwarcwald, C. L., Barros, M. B. de A., Silva, A. G. da, Prates, E. J. S., Machado, Í. E., Souza Jr., P. R. B. de, Romero, D. E., Lima, M. G., Damacena, G. N., Azevedo, L. O., Pina, M. de F., Werneck, A. O., & Silva, D. R. P. da. (2020). Distanciamento social, sentimento de tristeza e estilos de vida da população brasileira durante a pandemia de COVID-19. Saúde Em Debate, 44(esp. 4), 177–190.

Martin, R. (2012). Regional economic resilience, hysteresis and recessionary shocks. Journal of Economic Geography, 12(1), 1–32. https://doi.org/10.1093/jeg/lbr019

Martin, R., & Sunley, P. (2015). On the notion of regional economic resilience: conceptualization and explanation. Journal of Economic Geography, 15(1), 1–42. https://doi.org/10.1093/jeg/lbu015

Martin, R., Sunley, P., Gardiner, B., & Tyler, P. (2016). How regions react to recessions: resilience and the role of economic structure. Regional Studies, 50(4), 561–585. https://doi.org/10.1080/00343404.2015.1136410

Massaro, E., Ganin, A., Perra, N., Linkov, I., & Vespignani, A. (2018). Resilience management during large-scale epidemic outbreaks. Scientific Reports, 8(1), 1–9. https://doi.org/10.1038/s41598-018-19706-2

Miranda, N. da S. Jr., & Hoffmann, V. E. (2021). Regional resilience: a bibliometric study from the Web of Science. Gestão & Regionalidade, 37(111), 23–41. https://doi.org/10.13037/gr.vol37n111.6093

Miranda, N. da S. J., Viana, L. F. C., Carneiro, D. K. de O., Filgueiras, R. C., & Goulart, G. da S. (2022). Initial actions of the Brazilian regional innovation ecosystem against the COVID-19 pandemic. International Journal of Innovation - IJI, 10(2), 291–318. https://doi.org/10.5585/iji.10i2.21576

Modica, M., & Reggiani, A. (2015). Spatial economic resilience: overview and perspectives. Networks and Spatial Economics, 15(2), 211–233. https://doi.org/10.1007/s11067-014-9261-7

Nyström, K. (2018). Regional resilience to displacements. Regional Studies, 52(1), 4–22. https://doi.org/10.1080/00343404.2016.1262944

Obschonka, M., Stuetzer, M., Audretsch, D. B., Rentfrow, P. J., Potter, J., & Gosling, S. D. (2016). Macropsychological factors predict regional economic resilience during a major economic crisis. Social Psychological and Personality Science, 7(2), 95–104. https://doi.org/10.1177/1948550615608402

Oliveira, O. J. de, Silva, F. F. da, Juliani, F., Barbosa, L. C. F. M., & Nunhes, T. V. (2019). Bibliometric method for mapping the state-of-the-art and identifying research gaps and trends in literature: an essential instrument to support the development of scientific projects. In S. Kunosic & E. Zerem (Eds.), Scientometrics Recent Advances. IntechOpen. https://doi.org/10.5772/intechopen.85856

Östh, J., Reggiani, A., & Galiazzo, G. (2015). Spatial economic resilience and accessibility: a joint perspective. Computers , Environment and Urban Systems, 49, 148–159. https://doi.org/10.1016/j.compenvurbsys.2014.07.007

Palaskas, T., Psycharis, Y., Rovolis, A., & Stoforos, C. (2015). The asymmetrical impact of the economic crisis on unemployment and welfare in Greek urban economies. Journal of Economic Geography, 15(5), 973–1007. https://doi.org/10.1093/jeg/lbv027

Park, M., Cook, A. R., Lim, J. T., Sun, Y., & Dickens, B. L. (2020). A systematic review of COVID-19 epidemiology based on current evidence. Journal of Clinical Medicine, 9(4), 967. https://doi.org/10.3390/jcm9040967

Peixoto, P. S., Marcondes, D. R., Peixoto, C. M., Queiroz, L., Gouveia, R., Delgado, A., & Oliva, S. M. (2020). Potential dissemination of epidemics based on Brazilian mobile geolocation data. Part I: Population dynamics and future spreading of infection in the states of Sao Paulo and Rio de Janeiro during the pandemic of COVID-19. MedRxiv, March, 1–18. https://doi.org/10.1101/2020.04.07.20056739

Petrakos, G., & Psycharis, Y. (2016). The spatial aspects of economic crisis in Greece. Cambridge Journal of Regions, Economy and Society, 9(1), 137–152. https://doi.org/10.1093/cjres/rsv028

Raco, M., & Street, E. (2012). Resilience planning, economic change and the politics of post-recession development in London and Hong Kong. Urban Studies, 49(5), 1065–1087. https://doi.org/10.1177/0042098011415716

Rutherford, T., & Holmes, J. (2008). Engineering networks: university-industry networks in Southern Ontario automotive industry clusters. Cambridge Journal of Regions, Economy and Society, 1(2), 247–264. https://doi.org/10.1093/cjres/rsn001

Salvati, L. (2016). The Dark Side of the Crisis: Disparities in per Capita income (2000–12) and the Urban-Rural Gradient in Greece. Tijdschrift Voor Economische En Sociale Geografie, 107(5), 628–641. https://doi.org/10.1111/tesg.12203

Sedita, S. R., Noni, I. De, & Pilotti, L. (2017). Out of the crisis: an empirical investigation of place-specific determinants of economic resilience determinants of economic resilience. European Planning Studies, 25(2), 155–180. https://doi.org/10.1080/09654313.2016.1261804

Sensier, M., Bristow, G., & Healy, A. (2016). Measuring regional economic resilience across Europe: operationalizing a complex concept. Spatial Economic Analysis, 11(2), 128–151. https://doi.org/10.1080/17421772.2016.1129435

Tan, J., Zhang, P., Lo, K., Li, J., & Liu, S. (2017). Conceptualizing and measuring economic resilience of resource-based cities: case study of Northeast China. Chinese Geographical Science, 27(3), 471–481. https://doi.org/10.1007/s11769-017-0878-6

Trapletti, A., & Hornik, K. (2019). tseries: time series analysis and computational finance (R package version 0.10-47).

Tupy, I. S., Silva, F. F., Amaral, P. V. M., & Cavalcante, A. T. M. (2021). The spatial features of recent crises in a developing country: analysing regional economic resilience for the Brazilian case. Regional Studies, 55(4), 693–706. https://doi.org/10.1080/00343404.2020.1851025

van Grunsven, L., & Hutchinson, F. E. (2016). The evolution of the electronics industry in Johor (Malaysia): strategic coupling, adaptiveness, adaptation, and the role of agency. Geoforum, 74, 74–87. https://doi.org/10.1016/j.geoforum.2016.05.011

Wei, T., & Simko, V. (2017). R package “corrplot”: Visualization of a Correlation Matrix.

WHO – World Health Organization. (2020a, January 5). Pneumonia of unknown cause – China. Retrieved from https://www.who.int/csr/don/05-january-2020-pneumonia-of-unkown-cause-china/en. Accessed August 05, 2020.

WHO – World Health Organization. (2020b, March 11). WHO Director-General’s opening remarks at the media briefing on COVID-19 - 11 March 2020. Retrieved from https://www.who.int/dg/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020. Accessed August 05, 2020.

Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York.

Wilder-Smith, A., & Freedman, D. O. (2020). Isolation, quarantine, social distancing and community containment: pivotal role for old-style public health measures in the novel coronavirus (2019-nCoV) outbreak. Journal of Travel Medicine, 27(2), 1–4. https://doi.org/10.1093/jtm/taaa020

Wink, R., Kirchner, L., Koch, F., & Speda, D. (2016). There are many roads to reindustrialization and resilience: place-based approaches in three German urban regions. European Planning Studies, 24(3), 463–488. https://doi.org/10.1080/09654313.2015.1046370

Wynants, L., Van Calster, B., Bonten, M. M. J., Collins, G. S., Debray, T. P. A., De Vos, M., Haller, M. C., Heinze, G., Moons, K. G. M., Riley, R. D., Schuit, E., Smits, L. J. M., Snell, K. I. E., Steyerberg, E. W., Wallisch, C., & van Smeden, M. (2020). Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal. BMJ, 369, m1328. https://doi.org/10.1136/bmj.m1328

Ženka, J., Pavlík, A., & Slach, O. (2017). Resilience of metropolitan, urban and rural regions: a Central European perspective. GeoScape, 11(1), 25–40. https://doi.org/10.1515/geosc-2017-0003

Zhu, J., & Liu, W. (2020). A tale of two databases: the use of Web of Science and Scopus in academic papers. Scientometrics, 123(1), 321–335. https://doi.org/10.1007/s11192-020-03387-8

Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629

Downloads

Publicado

2024-03-22

Como Citar

Câmara Viana, L. F., Miranda Júnior, N. da S., Brom, P. C., & Hoffmann, V. E. (2024). DISTANCIAMENTO ESPACIAL E RESILIÊNCIA ECONÔMICA REGIONAL EM TEMPOS DE COVID-19: Primeiras Impressões de uma Discussão em Aberto: First Impressions of an Open Discussion. Gestão & Regionalidade, 40, e20248283. https://doi.org/10.13037/gr.vol40.e20248283