IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0252712.html
   My bibliography  Save this article

Spatial clustering and temporal trend analysis of international migrants diagnosed with tuberculosis in Brazil

Author

Listed:
  • Ricardo Alexandre Arcêncio
  • Thaís Zamboni Berra
  • Nahari de Faria Marcos Terena
  • Matheus Piumbini Rocha
  • Tatiana Ferraz de Araújo Alecrim
  • Fernanda Miye de Souza Kihara
  • Keila Cristina Mascarello
  • Carolina Maia Martins Sales
  • Ethel Leonor Noia Maciel

Abstract

Background: Tuberculosis (TB) in migrants is of concern to health authorities worldwide and is even more critical in Brazil, considering the country´s size and long land borders. The aim of the study was to identify critical areas in Brazil for migrants diagnosed with TB and to describe the temporal trend in this phenomenon in recent years. Methods: This is an ecological study that used spatial analysis and time series analysis. As the study population, all cases of migrants diagnosed with TB from 2014 to 2019 were included, and Brazilian municipalities were considered as the unit of ecological analysis. The Getis-Ord Gi* technique was applied to identify critical areas, and based on the identified clusters, seasonal-trend decomposition based on loess (STL) and Prais-Winsten autoregression were used, respectively, to trace and classify temporal trend in the analyzed series. In addition, several municipal socioeconomic indicators were selected to verify the association between the identified clusters and social vulnerability. Results: 2,471 TB cases were reported in migrants. Gi* analysis showed that areas with spatial association with TB in immigrants coincide with critical areas for TB in the general population (coast of the Southeast and North regions). Four TB clusters were identified in immigrants in the states of Amazonas, Roraima, São Paulo, and Rio de Janeiro, with an upward trend in most of these clusters. The temporal trend in TB in immigrants was classified as increasing in Brazil (+ 60.66% per year [95% CI: 27.21–91.85]) and in the clusters in the states of Amazonas, Roraima, and Rio de Janeiro (+1.01, +2.15, and + 2.90% per year, respectively). The cluster in the state of São Paulo was the only one classified as stationary. The descriptive data on the municipalities belonging to the clusters showed evidence of the association between TB incidence and conditions of social vulnerability. Conclusions: The study revealed the critical situation of TB among migrants in the country. Based on the findings, health authorities might focus on actions in regions identified, stablishing an intensive monitoring and following up, ensuring that these cases concluded their treatment and avoiding that they could spread the disease to the other regions or scenarios. The population of migrants are very dynamic, therefore strategies for following up them across Brazil are really urgent to manage the tuberculosis among international migrants in an efficient and proper way.

Suggested Citation

  • Ricardo Alexandre Arcêncio & Thaís Zamboni Berra & Nahari de Faria Marcos Terena & Matheus Piumbini Rocha & Tatiana Ferraz de Araújo Alecrim & Fernanda Miye de Souza Kihara & Keila Cristina Mascarello, 2021. "Spatial clustering and temporal trend analysis of international migrants diagnosed with tuberculosis in Brazil," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-17, June.
  • Handle: RePEc:plo:pone00:0252712
    DOI: 10.1371/journal.pone.0252712
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0252712
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0252712&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0252712?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sean Becketti, 2013. "Introduction to Time Series Using Stata," Stata Press books, StataCorp LP, number itsus, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:diw:diwwpp:dp1595 is not listed on IDEAS
    2. Haider, Murtaza & Anwar, Amar, 2014. "Impact of terrorism on FDI flows to Pakistan," MPRA Paper 57165, University Library of Munich, Germany.
    3. Bruno Thiago Tomio, 2019. "Carry trade in developing and developed countries : a Granger-causality analysis with the Toda-Yamamo to approach," Post-Print halshs-03131073, HAL.
    4. Clionadh Raleigh & Hyun Jin Choi, 2017. "Conflict Dynamics and Feedback: Explaining Change in Violence against Civilians within Conflicts," International Interactions, Taylor & Francis Journals, vol. 43(5), pages 848-878, September.
    5. C. P. Barros & Luis A. Gil-Alana, 2015. "Investment and saving in Angola and the Feldstein-Horioka puzzle," Applied Economics, Taylor & Francis Journals, vol. 47(44), pages 4793-4800, March.
    6. Kim, Woo-Yung, 2019. "Subways and the labor force participation of Females:The case of Daejeon, Korea," Research in Transportation Economics, Elsevier, vol. 75(C), pages 69-82.
    7. Omura, Makiko & Sakurai, Yuka & Ebihara, Kensuke, 2013. "An Analysis of Wine Consumption Trends and Food-Related Expenditures in Japan," Working Papers 164654, American Association of Wine Economists.
    8. Makiko Omura, 2016. "An analysis of wine and food consumption dynamics in Japan using a vector error correction model," Applied Economics, Taylor & Francis Journals, vol. 48(44), pages 4257-4269, September.
    9. David Blake & Marco Morales & Enrico Biffis & Yijia Lin & Andreas Milidonis, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 515-532, April.
    10. Sarah Fluchs & Dr. Garnet Kasperk, 2017. "The In fluence of Government Incentives on Electric Vehicle Adoption: Cross-national Comparison," MAGKS Papers on Economics 201757, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    11. Gordon L. Brady & Cosimo Magazzino, 2019. "Government Expenditures and Revenues in Italy in a Long-run Perspective," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(2), pages 361-375, June.
    12. Hu, Xiao & Jaraitė, Jūratė & Kažukauskas, Andrius, 2021. "The effects of wind power on electricity markets: A case study of the Swedish intraday market," Energy Economics, Elsevier, vol. 96(C).
    13. Sabna Ali & Syed Mansoob Murshed & Elissaios Papyrakis, 2023. "Oil, export diversification and economic growth in Sudan: evidence from a VAR model," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 36(1), pages 77-96, January.
    14. Neifar, Malika, 2020. "Different dimensions Bank performance comparisons IBs vs CBs – Quatar case," MPRA Paper 101375, University Library of Munich, Germany.
    15. George Dranitsaris & Carlo DeAngelis & Blake Pearson & Laura McDermott & Bernd Pohlmann-Eden, 2021. "Opioid Prescribing in Canada following the Legalization of Cannabis: A Clinical and Economic Time-Series Analysis," Applied Health Economics and Health Policy, Springer, vol. 19(4), pages 537-544, July.
    16. Neifar, Malika, 2020. "Profitability and stability trade off – IBs vs CBs in Turkey – what differences ?," MPRA Paper 101376, University Library of Munich, Germany.
    17. Lauren Guggenheim & S. Mo Jang & Soo Young Bae & W. Russell Neuman, 2015. "The Dynamics of Issue Frame Competition in Traditional and Social Media," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 207-224, May.
    18. Lin, Ying & Zhang, Daowei, 2017. "Incidence of Russian log export tax: A vertical log-lumber model," Journal of Forest Economics, Elsevier, vol. 29(PB), pages 69-77.
    19. Nguyen, Xuan & Nguyen, Cuong, 2016. "The Impact of Petroleum Retail Price Shocks on Inflation in Vietnam," MPRA Paper 93136, University Library of Munich, Germany.
    20. Sheng Zhang & Guoxiang Han & Ran Yu & Zuhui Wen & Meng Xu & Yifu Yang, 2021. "The Sustainable Development Path of the Gold Exploration and Mining of the Sanshan Island-Jiaojia Belt in Laizhou Bay: A DID-SVAR Approach," Sustainability, MDPI, vol. 13(21), pages 1-12, October.
    21. Gustavo Rossini & Rodrigo García Arancibia & Edith Depetris Guiguet, 2017. "Argentine government policies: impacts on the beef sector," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0252712. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.