Skip to main content
Top
Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

A priority health index identifies the top six priority risk and related factors for non-communicable diseases in Brazilian cities

Authors: Eduardo J Simoes, Adam Bouras, Juan Jose Cortez-Escalante, Deborah C Malta, Denise Lopes Porto, Ali H Mokdad, Lenildo de Moura, Otaliba Libanio Morais Neto

Published in: BMC Public Health | Issue 1/2015

Login to get access

Abstract

Background

In Brazil, 72% of all deaths in 2007 were attributable to non-communicable diseases (NCD). We used a risk and related factor based index to prioritize NCD prevention programs in the combined 26 capital cities and the federal district (i.e., Brasilia) of Brazil.

Methods

We used 2006–2011 data (adults) from census and Brazil's surveillance of 12 NCD risk factors and 74 disease group mortality. The risk and related factors were: smoking, physical inactivity, overweight-obesity, low fruits and vegetables intake, binge drinking, insufficient Pap smear screening (women aged 25 to 59 years), insufficient mammography screening (women aged 50 to 69 years), insufficient blood pressure screening, insufficient blood glucose screening, diagnosis of hypercholesterolemia, diagnosis of hypertension and diagnosis of diabetes. We generated six indicators: intervention reduction of the risk factor prevalence, intervention cost per person, prevalence of risk factor, deaths attributable to risk factor, risk factor prevalence trend and ratio of risk factor prevalence between people with and without a high school education. We transformed risk and related factor indicators into priority scores to compute a priority health index (PHI). We implemented sensitivity analysis of PHI by computing it with slightly altered formulas and altering values of indicators under the assumption of bias in their estimation. We ranked risk factors based on PHI values.

Results

We found one intermediate (i.e., overweight-obesity) and six top risk and related factors priorities for NCD prevention in Brazil's large urban areas: diagnosed hypertension, physical inactivity, blood pressure screening, diagnosed hypercholesterolemia, smoking and binge drinking.

Conclusion

Brazil has already prioritized the six top priorities (i.e., hypertension, physical inactivity, blood pressure screening, hypercholesterolemia, smoking and binge drinking) and one intermediate priority (i.e., overweight-obesity) for NCD prevention identified in this report. Because effective interventions to reduce disease burden associated with each of the six priority risk factors are available, strategies based on these interventions need to be sustained in order to reduce NCD burden in Brazil. PHI can be used to track NCD prevention and health promotion actions at the local and national level in Brazil and in countries with similar public health surveillance systems.
Appendix
Available only for authorised users
Literature
1.
go back to reference Schmidt MI, Duncan BB, Azevedo E Silva G, et al. Health in Brazil 4-Chronic non-communicable diseases in Brazil: burden and current challenges. Lancet. 2011;377:1949–61.CrossRefPubMed Schmidt MI, Duncan BB, Azevedo E Silva G, et al. Health in Brazil 4-Chronic non-communicable diseases in Brazil: burden and current challenges. Lancet. 2011;377:1949–61.CrossRefPubMed
2.
go back to reference Ferreira FR, Cesar CC, Camargos VP, Lima-Costa MF, Proietti FA. Aging and Urbanization: The Neighborhood Perception and Functional Performance of Elderly Persons in Belo Horizonte Metropolitan Area-Brazil. Journal of Urban Health: Bulletin of the New York Academy of Medicine 2009 [Epub ahead of print]. doi:10.1007/s11524-009-9406-z. Ferreira FR, Cesar CC, Camargos VP, Lima-Costa MF, Proietti FA. Aging and Urbanization: The Neighborhood Perception and Functional Performance of Elderly Persons in Belo Horizonte Metropolitan Area-Brazil. Journal of Urban Health: Bulletin of the New York Academy of Medicine 2009 [Epub ahead of print]. doi:10.1007/s11524-009-9406-z.
4.
go back to reference Ramos LR, Veras RP, Kalache A. Populational Ageing: A Brazilian Reality. Rev Saude Publica. 1987;21(3):211–24.CrossRefPubMed Ramos LR, Veras RP, Kalache A. Populational Ageing: A Brazilian Reality. Rev Saude Publica. 1987;21(3):211–24.CrossRefPubMed
8.
go back to reference McMichael AJ. The urban environment and health in a world of increasing globalization: issues for developing countries. Bull World Health Organ. 2000;78:1117–26.PubMedPubMedCentral McMichael AJ. The urban environment and health in a world of increasing globalization: issues for developing countries. Bull World Health Organ. 2000;78:1117–26.PubMedPubMedCentral
10.
go back to reference Jamison DT, Mosley WH, Meashan AR, Bobadilla JL. Disease Control Priorities in Developing Countries. New York: Oxford University Press; 1993. Jamison DT, Mosley WH, Meashan AR, Bobadilla JL. Disease Control Priorities in Developing Countries. New York: Oxford University Press; 1993.
11.
go back to reference Schopper D, Torres AM, Pereira J, et al. Setting health priorities in a Swiss canton: what do different methods tell us? J Epidemiol Community Health. 2000;54:388–93.CrossRefPubMedPubMedCentral Schopper D, Torres AM, Pereira J, et al. Setting health priorities in a Swiss canton: what do different methods tell us? J Epidemiol Community Health. 2000;54:388–93.CrossRefPubMedPubMedCentral
12.
go back to reference Simoes EJ, Garland L, Metzger R, Mokdad A. Prioritization MICA: a web-based application to prioritize PH resources. J Public Health Manag Pract. 2006;12(2):161–8.CrossRefPubMed Simoes EJ, Garland L, Metzger R, Mokdad A. Prioritization MICA: a web-based application to prioritize PH resources. J Public Health Manag Pract. 2006;12(2):161–8.CrossRefPubMed
14.
go back to reference Simoes EJ, Mariotti S, Rossi A, Mokdad A, Scafato E. The Italian health surveillance (SiVeAS) prioritization approach to reduce chronic disease risk factors. Int J Public Health. 2012;57(4):719–33. doi:10.1007/s00038-012-034.CrossRefPubMed Simoes EJ, Mariotti S, Rossi A, Mokdad A, Scafato E. The Italian health surveillance (SiVeAS) prioritization approach to reduce chronic disease risk factors. Int J Public Health. 2012;57(4):719–33. doi:10.1007/s00038-012-034.CrossRefPubMed
19.
go back to reference Danaei G, Ding EL, Mozaffarian D, Taylor B, Rehm J, et al. The Preventable Causes of Death in the United States: Comparative Risk Assessment of Dietary, Lifestyle, and Metabolic Risk Factors. PLoS Med. 2009;6(4):e1000058. doi:10.1371/journal.pmed.1000058.CrossRefPubMedPubMedCentral Danaei G, Ding EL, Mozaffarian D, Taylor B, Rehm J, et al. The Preventable Causes of Death in the United States: Comparative Risk Assessment of Dietary, Lifestyle, and Metabolic Risk Factors. PLoS Med. 2009;6(4):e1000058. doi:10.1371/journal.pmed.1000058.CrossRefPubMedPubMedCentral
21.
go back to reference Levin ML. The occurrence of lung cancer in man. Acta Unio Int Contra Cancrum. 1953;9:531–41.PubMed Levin ML. The occurrence of lung cancer in man. Acta Unio Int Contra Cancrum. 1953;9:531–41.PubMed
23.
go back to reference Brasil Ministerio da Saude. Política Nacional de Promoção da Saúde. 2 ed: Ministério da Saúde, Secretariade Vigilância em Saúde, Secretaria de Atenção à Saúde. 2007:52p. – (Série B. Textos Básicos de Saúde) (Série Pactos pela Saúde 2006; v. 7). Brasil Ministerio da Saude. Política Nacional de Promoção da Saúde. 2 ed: Ministério da Saúde, Secretariade Vigilância em Saúde, Secretaria de Atenção à Saúde. 2007:52p. – (Série B. Textos Básicos de Saúde) (Série Pactos pela Saúde 2006; v. 7).
24.
go back to reference Malta DC, Barbosa J. Presentation of the Strategic Action Plan for Coping with Chronic Diseases in Brazil from 2011 to 2022. Epidemiol Serv Saúde, Brasília. 2011;20(4):425–38. doi: 10.5123/S1679-49742011000400002.CrossRef Malta DC, Barbosa J. Presentation of the Strategic Action Plan for Coping with Chronic Diseases in Brazil from 2011 to 2022. Epidemiol Serv Saúde, Brasília. 2011;20(4):425–38. doi: 10.5123/S1679-49742011000400002.CrossRef
25.
go back to reference Moura EC, Claudio RM. Estimates of obesity trends in Brazil, 2006–2009. Int J Public Health. 2012;57(1):127–33. doi:10.1007/s00038-011-0262-8. Epub May 26, 2011.CrossRefPubMed Moura EC, Claudio RM. Estimates of obesity trends in Brazil, 2006–2009. Int J Public Health. 2012;57(1):127–33. doi:10.1007/s00038-011-0262-8. Epub May 26, 2011.CrossRefPubMed
26.
go back to reference Maria L, Santos P. Obesity, poverty, and food insecurity in Brazilian males and females. Cad Saude Publica. 2013;29(2):237–9.CrossRef Maria L, Santos P. Obesity, poverty, and food insecurity in Brazilian males and females. Cad Saude Publica. 2013;29(2):237–9.CrossRef
27.
go back to reference Knuth AG, Malta DC, Cruz DK, et al. Description of the Countrywide Physical Activity Network Coordinated by the Brazilian Ministry of Health: 2005–2008. J Physical Act Health. 2010;7 Suppl 2:S253–8.CrossRef Knuth AG, Malta DC, Cruz DK, et al. Description of the Countrywide Physical Activity Network Coordinated by the Brazilian Ministry of Health: 2005–2008. J Physical Act Health. 2010;7 Suppl 2:S253–8.CrossRef
28.
go back to reference Curioni C, Cunha CB, Veras RP, André C. The decline in mortality from circulatory diseases in Brazil. Rev Panam Salud Publica/Pan Am J Public Health 2009, 25(1). Curioni C, Cunha CB, Veras RP, André C. The decline in mortality from circulatory diseases in Brazil. Rev Panam Salud Publica/Pan Am J Public Health 2009, 25(1).
31.
go back to reference Lim SS, Gaziano TA, Gakidou E, Reddy KS, Farzadfar F, Lozano R, et al. Prevention of cardiovascular disease in high-risk individuals in low-income and middle-income countries: health effects and costs. Lancet. 2007;370(9604):2054–62.CrossRefPubMed Lim SS, Gaziano TA, Gakidou E, Reddy KS, Farzadfar F, Lozano R, et al. Prevention of cardiovascular disease in high-risk individuals in low-income and middle-income countries: health effects and costs. Lancet. 2007;370(9604):2054–62.CrossRefPubMed
32.
go back to reference Corrêa PCRP, Barreto SM, Passos VMA. Smoking-attributable mortality and years of potential life lost in 16 Brazilian capitals, 2003: a prevalence-based study. BMC Public Health. 2009;9:206. doi:10.1186/1471-2458-9-206.CrossRefPubMedPubMedCentral Corrêa PCRP, Barreto SM, Passos VMA. Smoking-attributable mortality and years of potential life lost in 16 Brazilian capitals, 2003: a prevalence-based study. BMC Public Health. 2009;9:206. doi:10.1186/1471-2458-9-206.CrossRefPubMedPubMedCentral
33.
go back to reference Nascimento A. Chronic disease: P2-215 Mortality due exclusively to diseases fully attributable to alcohol consumption in 2006 in Brazil: effects of gender, education and ethnicity. Epidemiol Community Health. 2011;65 Suppl 1:A281. doi:10.1136/jech.2011.142976j.48.CrossRef Nascimento A. Chronic disease: P2-215 Mortality due exclusively to diseases fully attributable to alcohol consumption in 2006 in Brazil: effects of gender, education and ethnicity. Epidemiol Community Health. 2011;65 Suppl 1:A281. doi:10.1136/jech.2011.142976j.48.CrossRef
34.
go back to reference Levy D, de Almeida LM, Szklo A. The Brazil SimSmoke Policy Simulation Model: The Effect of Strong Tobacco Control Policies on Smoking Prevalence and Smoking-Attributable Deaths in a Middle Income Nation. PLoS Med. 2012;9(11), e1001336. doi:10.1371/journal.pmed.1001336.CrossRefPubMedPubMedCentral Levy D, de Almeida LM, Szklo A. The Brazil SimSmoke Policy Simulation Model: The Effect of Strong Tobacco Control Policies on Smoking Prevalence and Smoking-Attributable Deaths in a Middle Income Nation. PLoS Med. 2012;9(11), e1001336. doi:10.1371/journal.pmed.1001336.CrossRefPubMedPubMedCentral
36.
go back to reference Instituto de Pesquisa Economica Aplicada, Departamento Nacional de Transito (IPEA/DENATRAN/ANTP). Impactos sociais e econômicos dos acidentes de trânsito nas rodoviasbrasileiras. Brasilia 2006. [In Portuguese]. Instituto de Pesquisa Economica Aplicada, Departamento Nacional de Transito (IPEA/DENATRAN/ANTP). Impactos sociais e econômicos dos acidentes de trânsito nas rodoviasbrasileiras. Brasilia 2006. [In Portuguese].
38.
go back to reference Mello Jorge MHP, Koizumi MS. Acidentes de trânsito causando vítimas: possível reflexo da lei seca nas internações hospitalares. Rev ABRAMET. 2009;27:16–25 [In Portuguese]. Mello Jorge MHP, Koizumi MS. Acidentes de trânsito causando vítimas: possível reflexo da lei seca nas internações hospitalares. Rev ABRAMET. 2009;27:16–25 [In Portuguese].
39.
go back to reference Campos VR, De Souza E, Silva R, Duailibi S, Dos Santos JF, Laranjeira R, et al. The effect of the new traffic law on drinking and driving in Sao Paulo, Brazil. Accid Anal Prev. 2013;50:622–7.CrossRefPubMed Campos VR, De Souza E, Silva R, Duailibi S, Dos Santos JF, Laranjeira R, et al. The effect of the new traffic law on drinking and driving in Sao Paulo, Brazil. Accid Anal Prev. 2013;50:622–7.CrossRefPubMed
41.
go back to reference Lee BL, Liedke PE, Barrios CH, Simon SD, Finkelstein DM, Goss PE. Breast cancer in Brazil: present status and future goals. Lancet Oncol. 2012;13(3):e95–102. doi:10.1016/S1470-2045(11)70323-0.CrossRefPubMed Lee BL, Liedke PE, Barrios CH, Simon SD, Finkelstein DM, Goss PE. Breast cancer in Brazil: present status and future goals. Lancet Oncol. 2012;13(3):e95–102. doi:10.1016/S1470-2045(11)70323-0.CrossRefPubMed
43.
go back to reference Martins LFL, Thuler LCS, Valente JG. Coverage of the Pap smear in Brazil and its determining factors: a systematic literature review. Rev Bras Ginecol Obstet. 2005;27(8):485–92.CrossRef Martins LFL, Thuler LCS, Valente JG. Coverage of the Pap smear in Brazil and its determining factors: a systematic literature review. Rev Bras Ginecol Obstet. 2005;27(8):485–92.CrossRef
46.
go back to reference Santos-Pinto CDB, Costa NR, Osorio de Castro CGS. The "Farmácia Popular do Brasil" Program and aspects of public provision of medicines in Brazil. Ciênc. saúde coletiva [online]. 2011, 16(6):2963–2973. ISSN 1413–8123. http://dx.doi.org/10.1590/S1413-81232011000600034. Santos-Pinto CDB, Costa NR, Osorio de Castro CGS. The "Farmácia Popular do Brasil" Program and aspects of public provision of medicines in Brazil. Ciênc. saúde coletiva [online]. 2011, 16(6):2963–2973. ISSN 1413–8123. http://​dx.​doi.​org/​10.​1590/​S1413-8123201100060003​4.
48.
go back to reference Rtveladze K, Marsh T, Webber L, et al. Health and Economic Burden of Obesity in Brazil. PLoS One. 2013;8(7), e68785. doi:10.1371/ journal.pone.0068785.CrossRefPubMedPubMedCentral Rtveladze K, Marsh T, Webber L, et al. Health and Economic Burden of Obesity in Brazil. PLoS One. 2013;8(7), e68785. doi:10.1371/ journal.pone.0068785.CrossRefPubMedPubMedCentral
49.
go back to reference Segri NJ, Cesar CLG, Barros MBA, Alves MCGP, Carandina L, Goldbaum M. Inquérito de saúde: comparação dos entrevistados segundo posse de linha telefônica residencial. Rev Saude Publica. 2010;44(3):503–12.CrossRefPubMed Segri NJ, Cesar CLG, Barros MBA, Alves MCGP, Carandina L, Goldbaum M. Inquérito de saúde: comparação dos entrevistados segundo posse de linha telefônica residencial. Rev Saude Publica. 2010;44(3):503–12.CrossRefPubMed
50.
go back to reference Waldman EA, Novaes HMD, Albuquerque MFM, Latorre MRDO, Ribeiro MCSA, Vasconcellos M, et al. Inquéritos populacionais: aspectos metodológicos, operacionais e éticos. Rev Bras Epidemiol. 2008;11 Suppl 1:168–79.CrossRef Waldman EA, Novaes HMD, Albuquerque MFM, Latorre MRDO, Ribeiro MCSA, Vasconcellos M, et al. Inquéritos populacionais: aspectos metodológicos, operacionais e éticos. Rev Bras Epidemiol. 2008;11 Suppl 1:168–79.CrossRef
51.
go back to reference Ferreira AD. Validity of data collected by telephone survey: a comparison of VIGITEL 2008 and the ‘Saúde em Beagá’ survey. Rev Bras Epidemiol. 2011;14(1):16–30.CrossRefPubMed Ferreira AD. Validity of data collected by telephone survey: a comparison of VIGITEL 2008 and the ‘Saúde em Beagá’ survey. Rev Bras Epidemiol. 2011;14(1):16–30.CrossRefPubMed
52.
go back to reference Krauss RM, Eckel RH, Howard B, Appel LJ, Daniels SR, Deckelbaum RJ, et al. AHA dietary guidelines, revision 2000: a statement for healthcare professionals from the Nutrition Committee of the American Heart Association. Circulation. 2000;102:2284–99.CrossRefPubMed Krauss RM, Eckel RH, Howard B, Appel LJ, Daniels SR, Deckelbaum RJ, et al. AHA dietary guidelines, revision 2000: a statement for healthcare professionals from the Nutrition Committee of the American Heart Association. Circulation. 2000;102:2284–99.CrossRefPubMed
53.
go back to reference Szwarcwald CL, Leal MC, Andrade CLT, Souza Jr PR. Infant mortality estimation in Brazil: what do Ministry of Health data on deaths and live births say? Cad Saude Publica. 2002;18:1725–36.CrossRefPubMed Szwarcwald CL, Leal MC, Andrade CLT, Souza Jr PR. Infant mortality estimation in Brazil: what do Ministry of Health data on deaths and live births say? Cad Saude Publica. 2002;18:1725–36.CrossRefPubMed
54.
go back to reference Szwarcwald CL. Strategies for improving the monitoring of vital events in Brazil. Int J Epidemiol. 2008;37:738–44. doi:10.1093/ije/dyn130.CrossRefPubMed Szwarcwald CL. Strategies for improving the monitoring of vital events in Brazil. Int J Epidemiol. 2008;37:738–44. doi:10.1093/ije/dyn130.CrossRefPubMed
55.
go back to reference Bernal RTI, Malta DC, Araujo TS, Silva NN. Telephone survey: post-stratification adjustments to compensate non-coverage bias in city of Rio Branco, Northern Brazil. Rev Saúde Pública [online]. 2013;47(2):316–25. http://dx.doi.org/10.1590/S0034-8910.2013047003798.CrossRef Bernal RTI, Malta DC, Araujo TS, Silva NN. Telephone survey: post-stratification adjustments to compensate non-coverage bias in city of Rio Branco, Northern Brazil. Rev Saúde Pública [online]. 2013;47(2):316–25. http://​dx.​doi.​org/​10.​1590/​S0034-8910.​2013047003798.CrossRef
57.
go back to reference Benichou J. A review of adjusted estimators of attributable risk. Stat Methods Med Res. 2001;10:195–216.CrossRefPubMed Benichou J. A review of adjusted estimators of attributable risk. Stat Methods Med Res. 2001;10:195–216.CrossRefPubMed
Metadata
Title
A priority health index identifies the top six priority risk and related factors for non-communicable diseases in Brazilian cities
Authors
Eduardo J Simoes
Adam Bouras
Juan Jose Cortez-Escalante
Deborah C Malta
Denise Lopes Porto
Ali H Mokdad
Lenildo de Moura
Otaliba Libanio Morais Neto
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-1787-1

Other articles of this Issue 1/2015

BMC Public Health 1/2015 Go to the issue