Use of the activPAL® triaxial accelerometer to estimate total energy expenditure in low-income women: differences between body mass index classifications

Arch Endocrinol Metab. 2023 May 25;67(5):e000616. doi: 10.20945/2359-3997000000616.

Abstract

Objective: This study aimed to assess the agreement between the total energy expenditure (TEE) estimated by the activPAL® triaxial accelerometers (ACC) and the TEE measured by the doubly labeled water method (DLW), as well as to assess if these values differ between the classifications of body mass index (BMI).

Materials and methods: This is a cross-sectional study. Low-income adult women (19-45y) with BMI ≥ 18.5 kg/m2 were included. Accelerometry data (activPAL® ) were collected over 7 consecutive days, which were used to calculate TEE-ACC and compared with DLW data. The Bland-Altman method, concordance correlation coefficient and root mean square error were used to assess agreement between methods.

Results: The sample consisted of 55 women with a mean age of 31 ± 5 years. The agreement between TEE-ACC and TEE-DLW showed a bias of -142.5 kcal (-7.1%). Among the BMI classifications, participants with normal weight show a bias of -417.1 kcal (-21.0%), participants with overweight, -87.5 kcal (-3.9%) and participants with obesity, 97.5 kcal (4.3%). Furthermore, the bias between the methods showed a significant and positive correlation with the body weight (r = 0.49; p < 0.01).

Conclusion: The TEE-ACC estimates from activPAL® were reasonably accurate when compared to the TEE-DLW, especially in women with overweight and obesity, being much less accurate in individuals with normal weight.

Keywords: Accelerometry; doubly labeled water; energy expenditure; obesity; physical activity.

MeSH terms

  • Accelerometry
  • Adult
  • Body Mass Index
  • Cross-Sectional Studies
  • Energy Metabolism*
  • Female
  • Humans
  • Obesity
  • Overweight*
  • Water

Substances

  • Water

Grants and funding

Funding details: this study was partially funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq, grant no. 552194/2011-5) and by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior with a research grant for MLM, AES and DSP (under the numbers of process 23065.005919/2021-75, and 88887.480702/2020-00, respectively).