Cargando…

Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns

BACKGROUND: The healthcare system can be understood as the dynamic result of the interaction of hospitals, patients, providers, and government configuring a complex network of reciprocal influences. In order to better understand such a complex system, the analysis must include characteristics that a...

Descripción completa

Detalles Bibliográficos
Autores principales: Rigoli, Felix, Mascarenhas, Sergio, Alves, Domingos, Canelas, Tiago, Duarte, Geraldo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6771099/
https://www.ncbi.nlm.nih.gov/pubmed/31570106
http://dx.doi.org/10.1186/s12916-019-1416-4
_version_ 1783455625495183360
author Rigoli, Felix
Mascarenhas, Sergio
Alves, Domingos
Canelas, Tiago
Duarte, Geraldo
author_facet Rigoli, Felix
Mascarenhas, Sergio
Alves, Domingos
Canelas, Tiago
Duarte, Geraldo
author_sort Rigoli, Felix
collection PubMed
description BACKGROUND: The healthcare system can be understood as the dynamic result of the interaction of hospitals, patients, providers, and government configuring a complex network of reciprocal influences. In order to better understand such a complex system, the analysis must include characteristics that are feasible to be studied in order to redesign its functioning. The analysis of the emergent patterns of pregnant women flows crossing municipal borders for birth-related hospitalizations in a region of São Paulo, Brazil, allowed to examine the functionality of the regional division in the state using a complex systems approach and to propose answers to the dilemma of concentration vs. distribution of maternal care regional services in the context of the Brazilian Unified Health System (SUS). METHODS: Cross-sectional research of the areas of influence of hospitals using spatial interaction methods, recording the points of origin and destination of the patients and exploring the emergent patterns of displacement. RESULTS: The resulting functional region is broader than the limits established in the legal provisions, verifying that 85% of patients move to hospitals with high technology to perform normal deliveries and cesarean sections. The region has high independence rates and behaves as a “service exporter.” Patients going to centrally located hospitals travel twice as long as patients who receive care in other municipalities even when the patients’ conditions do not demand technologically sophisticated services. The effects of regulation and the agents’ preferences reinforce the tendency to refer patients to centrally located hospitals. CONCLUSIONS: Displacement of patients during delivery may affect indicators of maternal and perinatal health. The emergent pattern of movements allowed examining the contradiction between wider deployments of services versus concentration of highly specialized resources in a few places. The study shows the potential of this type of analysis applied to other type of patients’ flows, such as cancer or specialized surgery, as tools to guide the regionalization of the Brazilian Health System.
format Online
Article
Text
id pubmed-6771099
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-67710992019-10-03 Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns Rigoli, Felix Mascarenhas, Sergio Alves, Domingos Canelas, Tiago Duarte, Geraldo BMC Med Research Article BACKGROUND: The healthcare system can be understood as the dynamic result of the interaction of hospitals, patients, providers, and government configuring a complex network of reciprocal influences. In order to better understand such a complex system, the analysis must include characteristics that are feasible to be studied in order to redesign its functioning. The analysis of the emergent patterns of pregnant women flows crossing municipal borders for birth-related hospitalizations in a region of São Paulo, Brazil, allowed to examine the functionality of the regional division in the state using a complex systems approach and to propose answers to the dilemma of concentration vs. distribution of maternal care regional services in the context of the Brazilian Unified Health System (SUS). METHODS: Cross-sectional research of the areas of influence of hospitals using spatial interaction methods, recording the points of origin and destination of the patients and exploring the emergent patterns of displacement. RESULTS: The resulting functional region is broader than the limits established in the legal provisions, verifying that 85% of patients move to hospitals with high technology to perform normal deliveries and cesarean sections. The region has high independence rates and behaves as a “service exporter.” Patients going to centrally located hospitals travel twice as long as patients who receive care in other municipalities even when the patients’ conditions do not demand technologically sophisticated services. The effects of regulation and the agents’ preferences reinforce the tendency to refer patients to centrally located hospitals. CONCLUSIONS: Displacement of patients during delivery may affect indicators of maternal and perinatal health. The emergent pattern of movements allowed examining the contradiction between wider deployments of services versus concentration of highly specialized resources in a few places. The study shows the potential of this type of analysis applied to other type of patients’ flows, such as cancer or specialized surgery, as tools to guide the regionalization of the Brazilian Health System. BioMed Central 2019-10-01 /pmc/articles/PMC6771099/ /pubmed/31570106 http://dx.doi.org/10.1186/s12916-019-1416-4 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Rigoli, Felix
Mascarenhas, Sergio
Alves, Domingos
Canelas, Tiago
Duarte, Geraldo
Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns
title Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns
title_full Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns
title_fullStr Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns
title_full_unstemmed Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns
title_short Tracking pregnant women displacements in Sao Paulo, Brazil: a complex systems approach to regionalization through the emergence of patterns
title_sort tracking pregnant women displacements in sao paulo, brazil: a complex systems approach to regionalization through the emergence of patterns
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6771099/
https://www.ncbi.nlm.nih.gov/pubmed/31570106
http://dx.doi.org/10.1186/s12916-019-1416-4
work_keys_str_mv AT rigolifelix trackingpregnantwomendisplacementsinsaopaulobrazilacomplexsystemsapproachtoregionalizationthroughtheemergenceofpatterns
AT mascarenhassergio trackingpregnantwomendisplacementsinsaopaulobrazilacomplexsystemsapproachtoregionalizationthroughtheemergenceofpatterns
AT alvesdomingos trackingpregnantwomendisplacementsinsaopaulobrazilacomplexsystemsapproachtoregionalizationthroughtheemergenceofpatterns
AT canelastiago trackingpregnantwomendisplacementsinsaopaulobrazilacomplexsystemsapproachtoregionalizationthroughtheemergenceofpatterns
AT duartegeraldo trackingpregnantwomendisplacementsinsaopaulobrazilacomplexsystemsapproachtoregionalizationthroughtheemergenceofpatterns