DISTANCIAMENTO ESPACIAL E RESILIÊNCIA ECONÔMICA REGIONAL EM TEMPOS DE COVID-19: Primeiras Impressões de uma Discussão em Aberto
First Impressions of an Open Discussion
DOI:
https://doi.org/10.13037/gr.vol40.e20248283Palavras-chave:
Resiliência, COVID-19, Distanciamento espacial, ChoquesResumo
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
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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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. DOI: https://doi.org/10.52324/001c.8059
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 DOI: 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 DOI: 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 DOI: 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. DOI: https://doi.org/10.2139/ssrn.1150541
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 DOI: 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 DOI: 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. DOI: https://doi.org/10.1111/juaf.12205
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. DOI: https://doi.org/10.1590/0103-11042020e411
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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: https://doi.org/10.5585/iji.v10i2.21576
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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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. DOI: https://doi.org/10.1007/978-3-319-24277-4_9
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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: https://doi.org/10.1177/1094428114562629
Downloads
Publicado
Como Citar
Edição
Seção
Licença
Copyright (c) 2024 Luiz Fernando Câmara Viana, Newton da Silva Miranda Júnior, Pedro Carvalho Brom, Valmir Emil Hoffmann (Autor)
Este trabalho está licenciado sob uma licença Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Autores que publicam nesta revista concordam com os seguintes termos:
- Autores mantém os direitos autorais e concedem à revista o direito de primeira publicação, com o trabalho simultaneamente licenciado sob a https://creativecommons.org/
licenses/by-nc-nd/4.0/, permitindo o compartilhamento do trabalho com reconhecimento da autoria do trabalho e publicação inicial nesta revista. - Autores têm autorização para assumir contratos adicionais separadamente, para distribuição não-exclusiva da versão do trabalho publicada nesta revista (ex.: publicar em repositório institucional ou como capítulo de livro), com reconhecimento de autoria e publicação inicial nesta revista.
- Autores têm permissão e são estimulados a publicar e distribuir seu trabalho online (ex.: em repositórios institucionais ou na sua página pessoal) a qualquer ponto antes ou durante o processo editorial, já que isso pode gerar alterações produtivas, bem como aumentar o impacto e a citação do trabalho publicado (Veja O Efeito do Acesso Livre).