• Aikaterina Vasileiou, Dominique Searle, Sofus C Larsen, Faidon Magkos, Graham Horgan, R James Stubbs, Inês Santos, António L Palmeira, and Berit L Heitmann.
• Department of Food Science, University of Copenhagen, Copenhagen, Denmark. Electronic address: kvasileiou9@gmail.com.
• Nutrition. 2024 Feb 1; 118: 112258112258.

ObjectiveThe aim of this study was to compare self-reported total energy intake (TEI) collected using an online multiple-pass 24-h dietary recall tool (Intake24) with total energy expenditure (TEE) estimated from Fitbit Charge 2-improved algorithms in adults from the NoHoW trial (12-mo weight maintenance after free-living weight loss).MethodsBland-Altman plots were used to assess the level of agreement between TEI and TEE at baseline and after 12 mo. The ratio of TEI to TEE was also calculated.ResultsData from 1323 participants (71% female) was included in the analysis (mean ± SD: age 45 ± 12 y, body mass index 29.7 ± 5.4 kg/m2, initial weight loss 11.5 ± 6.5 kg). The TEI was lower than TEE on average by 33%, with limits of agreement ranging from -91% to +25%. Men, younger individuals, those with higher body mass index, those with the greater weight loss before enrollment, and those who gained weight during the study underestimated to a greater extent.ConclusionsThese findings contribute to the ongoing research examining the validity of technology-based dietary assessment tools.Copyright © 2023 Elsevier Inc. All rights reserved.

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