Obesity and health service utilization in Brazil: data from the National Health Survey

BMC Public Health. 2022 Aug 2;22(1):1474. doi: 10.1186/s12889-022-13906-2.

Abstract

Background: Obesity, a complex public health problem, is generally associated with other chronic diseases. The association of obesity with health service utilization has been little investigated in low- and middle-income countries. This study aimed to analyze the association between obesity and health service utilization (considering those services related to hypertension and/or diabetes).

Methods: A cross-sectional, nationally-representative, study of Brazilians aged ≥18 years was conducted. Data from the National Health Survey (2013) for 59,402 individuals were analyzed, including measured weight and height. The association between body mass index (BMI) category (under/normal weight, overweight, and obesity) and health service utilization due to hypertension and/or diabetes was investigated using Poisson regression models (crude and adjusted). To analyze the health services utilization, the following variables were considered: 1) routine visits to a general doctor or health service; 2) referrals/consultations with a specialist; 3) prescribed exams done; and 4) hospital admission due to the disease or related complication. All analyses were stratified by sex.

Results: Compared with under/normal-weight individuals, subjects with obesity (both male and female) made roughly double the use of all health care services assessed. Men with hypertension that had obesity had a higher risk of hospital admission (adjusted PR = 2.55; 95%CI 1.81-3.61), than those with under/normal weight. Women with diabetes that had obesity had more referrals/consultations with specialists (adjusted PR = 2.56; 95%CI 1.94-3.38), than those with under/normal weight.

Conclusions: The presence of obesity was associated with increased use of health care services for hypertension and/or diabetes, indicating greater demand for human resources and materials, and a greater burden on the national health system.

Keywords: Epidemiology; Health services; Health surveys; Obesity.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Body Mass Index
  • Brazil / epidemiology
  • Cross-Sectional Studies
  • Diabetes Mellitus* / epidemiology
  • Diabetes Mellitus* / therapy
  • Female
  • Health Services
  • Health Surveys
  • Humans
  • Hypertension* / complications
  • Hypertension* / epidemiology
  • Hypertension* / therapy
  • Male
  • Obesity / complications
  • Obesity / epidemiology
  • Obesity / therapy
  • Prevalence