The variation of the burden of hypertension and diabetes in two large districts of the city of São Paulo, Brazil, based on primary health care routinely-collected data
Noncommunicable diseases (NCDs) were responsible for 72.3% of global deaths in 2016, with cardiovascular diseases accounting for almost half of those deaths and low- and middle-income countries carrying the biggest burden. As a result, the prevention and control of NCDs is recognized as urgent, whil...
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description | Noncommunicable diseases (NCDs) were responsible for 72.3% of global deaths in 2016, with cardiovascular diseases accounting for almost half of those deaths and low- and middle-income countries carrying the biggest burden. As a result, the prevention and control of NCDs is recognized as urgent, while better surveillance at the country level could result in more effective policies. Hence, the objective of this study was to obtain more detailed information on the distribution of the prevalence of hypertension and diabetes among the population of two large districts of the city of São Paulo in Brazil, and to compare these findings to the results of a citywide health survey.
This cross-sectional study used primary health care (PHC) routinely-collected data. The study population included 187,110 individuals 20 years of age or older registered in 13 public PHC facilities at two districts of the city of São Paulo in 2015. Data extracted from SIAB, a primary care database, was used to calculate age and sex directly standardized prevalences for diabetes and hypertension for each PHC facility. The prevalence of hypertension among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility. There was great variation among PHC facilities that was more pronounced among women. The prevalence of diabetes among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility, but there was little variation among PHC facilities.
This study provided information that could help with policy planning and allocation of resources, and demonstrated the use of PHC routinely-collected data to generate important insights that if replicated could have a substantial impact given the broad coverage of the national public PHC program in Brazil. |
doi_str_mv | 10.1371/journal.pone.0213998 |
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This cross-sectional study used primary health care (PHC) routinely-collected data. The study population included 187,110 individuals 20 years of age or older registered in 13 public PHC facilities at two districts of the city of São Paulo in 2015. Data extracted from SIAB, a primary care database, was used to calculate age and sex directly standardized prevalences for diabetes and hypertension for each PHC facility. The prevalence of hypertension among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility. There was great variation among PHC facilities that was more pronounced among women. The prevalence of diabetes among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility, but there was little variation among PHC facilities.
This study provided information that could help with policy planning and allocation of resources, and demonstrated the use of PHC routinely-collected data to generate important insights that if replicated could have a substantial impact given the broad coverage of the national public PHC program in Brazil.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0213998</identifier><identifier>PMID: 30875401</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Accounting ; Adult ; Age ; Aged ; Aged, 80 and over ; Biology and Life Sciences ; Brazil - epidemiology ; Cardiovascular disease ; Cardiovascular diseases ; Chronic illnesses ; Cities ; Cost of Illness ; Cross-Sectional Studies ; Diabetes ; Diabetes mellitus ; Diabetes Mellitus - epidemiology ; Disease prevention ; Fatalities ; Female ; Health care ; Health risks ; Health Surveys ; Heart diseases ; Hospitals ; Humans ; Hypertension ; Hypertension - epidemiology ; Internet ; Low income groups ; Male ; Medicine and Health Sciences ; Men ; Middle Aged ; Mortality ; People and places ; Population ; Population studies ; Prevalence ; Primary care ; Resource allocation ; Surveillance ; Sustainable development ; Urban Population ; Variation ; Women ; Young Adult</subject><ispartof>PloS one, 2019-03, Vol.14 (3), p.e0213998-e0213998</ispartof><rights>2019 Miraglia et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2019 Miraglia et al 2019 Miraglia et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c526t-ab8fb6df832510486976ea19010949bebb5210d1c1df217964f071565b4a1e6c3</citedby><cites>FETCH-LOGICAL-c526t-ab8fb6df832510486976ea19010949bebb5210d1c1df217964f071565b4a1e6c3</cites><orcidid>0000-0001-9004-7176 ; 0000-0002-4788-6254</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420009/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420009/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79342,79343</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30875401$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Miraglia, João Luiz</creatorcontrib><creatorcontrib>Cintra Nunes Mafra, Ana Carolina</creatorcontrib><creatorcontrib>Nascimento Monteiro, Camila</creatorcontrib><creatorcontrib>Morais Borges, Luciana</creatorcontrib><title>The variation of the burden of hypertension and diabetes in two large districts of the city of São Paulo, Brazil, based on primary health care routinely-collected data</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Noncommunicable diseases (NCDs) were responsible for 72.3% of global deaths in 2016, with cardiovascular diseases accounting for almost half of those deaths and low- and middle-income countries carrying the biggest burden. As a result, the prevention and control of NCDs is recognized as urgent, while better surveillance at the country level could result in more effective policies. Hence, the objective of this study was to obtain more detailed information on the distribution of the prevalence of hypertension and diabetes among the population of two large districts of the city of São Paulo in Brazil, and to compare these findings to the results of a citywide health survey.
This cross-sectional study used primary health care (PHC) routinely-collected data. The study population included 187,110 individuals 20 years of age or older registered in 13 public PHC facilities at two districts of the city of São Paulo in 2015. Data extracted from SIAB, a primary care database, was used to calculate age and sex directly standardized prevalences for diabetes and hypertension for each PHC facility. The prevalence of hypertension among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility. There was great variation among PHC facilities that was more pronounced among women. The prevalence of diabetes among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility, but there was little variation among PHC facilities.
This study provided information that could help with policy planning and allocation of resources, and demonstrated the use of PHC routinely-collected data to generate important insights that if replicated could have a substantial impact given the broad coverage of the national public PHC program in Brazil.</description><subject>Accounting</subject><subject>Adult</subject><subject>Age</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Biology and Life Sciences</subject><subject>Brazil - epidemiology</subject><subject>Cardiovascular disease</subject><subject>Cardiovascular diseases</subject><subject>Chronic illnesses</subject><subject>Cities</subject><subject>Cost of Illness</subject><subject>Cross-Sectional Studies</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes Mellitus - epidemiology</subject><subject>Disease prevention</subject><subject>Fatalities</subject><subject>Female</subject><subject>Health care</subject><subject>Health risks</subject><subject>Health Surveys</subject><subject>Heart diseases</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Hypertension - 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epidemiology</topic><topic>Cardiovascular disease</topic><topic>Cardiovascular diseases</topic><topic>Chronic illnesses</topic><topic>Cities</topic><topic>Cost of Illness</topic><topic>Cross-Sectional Studies</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes Mellitus - epidemiology</topic><topic>Disease prevention</topic><topic>Fatalities</topic><topic>Female</topic><topic>Health care</topic><topic>Health risks</topic><topic>Health Surveys</topic><topic>Heart diseases</topic><topic>Hospitals</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Hypertension - epidemiology</topic><topic>Internet</topic><topic>Low income groups</topic><topic>Male</topic><topic>Medicine and Health Sciences</topic><topic>Men</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>People and places</topic><topic>Population</topic><topic>Population studies</topic><topic>Prevalence</topic><topic>Primary care</topic><topic>Resource allocation</topic><topic>Surveillance</topic><topic>Sustainable development</topic><topic>Urban Population</topic><topic>Variation</topic><topic>Women</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Miraglia, João Luiz</creatorcontrib><creatorcontrib>Cintra Nunes Mafra, Ana Carolina</creatorcontrib><creatorcontrib>Nascimento Monteiro, Camila</creatorcontrib><creatorcontrib>Morais Borges, Luciana</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Proquest Nursing & Allied Health Source</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health Medical collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Database (1962 - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miraglia, João Luiz</au><au>Cintra Nunes Mafra, Ana Carolina</au><au>Nascimento Monteiro, Camila</au><au>Morais Borges, Luciana</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The variation of the burden of hypertension and diabetes in two large districts of the city of São Paulo, Brazil, based on primary health care routinely-collected data</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2019-03-15</date><risdate>2019</risdate><volume>14</volume><issue>3</issue><spage>e0213998</spage><epage>e0213998</epage><pages>e0213998-e0213998</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Noncommunicable diseases (NCDs) were responsible for 72.3% of global deaths in 2016, with cardiovascular diseases accounting for almost half of those deaths and low- and middle-income countries carrying the biggest burden. As a result, the prevention and control of NCDs is recognized as urgent, while better surveillance at the country level could result in more effective policies. Hence, the objective of this study was to obtain more detailed information on the distribution of the prevalence of hypertension and diabetes among the population of two large districts of the city of São Paulo in Brazil, and to compare these findings to the results of a citywide health survey.
This cross-sectional study used primary health care (PHC) routinely-collected data. The study population included 187,110 individuals 20 years of age or older registered in 13 public PHC facilities at two districts of the city of São Paulo in 2015. Data extracted from SIAB, a primary care database, was used to calculate age and sex directly standardized prevalences for diabetes and hypertension for each PHC facility. The prevalence of hypertension among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility. There was great variation among PHC facilities that was more pronounced among women. The prevalence of diabetes among women was significantly higher than the prevalence among men in the entire study population, and in every PHC facility, but there was little variation among PHC facilities.
This study provided information that could help with policy planning and allocation of resources, and demonstrated the use of PHC routinely-collected data to generate important insights that if replicated could have a substantial impact given the broad coverage of the national public PHC program in Brazil.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>30875401</pmid><doi>10.1371/journal.pone.0213998</doi><orcidid>https://orcid.org/0000-0001-9004-7176</orcidid><orcidid>https://orcid.org/0000-0002-4788-6254</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Accounting Adult Age Aged Aged, 80 and over Biology and Life Sciences Brazil - epidemiology Cardiovascular disease Cardiovascular diseases Chronic illnesses Cities Cost of Illness Cross-Sectional Studies Diabetes Diabetes mellitus Diabetes Mellitus - epidemiology Disease prevention Fatalities Female Health care Health risks Health Surveys Heart diseases Hospitals Humans Hypertension Hypertension - epidemiology Internet Low income groups Male Medicine and Health Sciences Men Middle Aged Mortality People and places Population Population studies Prevalence Primary care Resource allocation Surveillance Sustainable development Urban Population Variation Women Young Adult |
title | The variation of the burden of hypertension and diabetes in two large districts of the city of São Paulo, Brazil, based on primary health care routinely-collected data |
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