Pub Date : 2026-06-25DOI: 10.1186/s12966-026-01941-w
Mélissa Baietto, Camille Le Gal, Alexandra Descarpentrie, Marion Lecorguillé, Aminata H Cissé, Jonathan Y Bernard, Muriel Tafflet, Jade Pilato, Judith van der Waerden, Blandine de Lauzon-Guillain, Marie-Aline Charles, Barbara Heude, Sandrine Lioret
Background: An unhealthy diet, excessive screen time, low levels of physical activity and suboptimal sleep are known risk factors for childhood overweight and obesity (OW/OB). These energy balance-related behaviors tend to co-occur and combine into "lifestyle patterns" (LPs) that may have a synergistic effect on OW/OB. However, few studies have examined these LPs before preschool age, and none investigated the possible involvement of parental feeding practices (e.g., breastfeeding and timing of complementary feeding), non-screen leisure activities and sleep quality. We aimed to identify such LPs during the first 2 years of life and assess their associations with OW/OB at age 5 years and age at adiposity rebound (AR).
Methods: Participants were children from the French nationwide ELFE (Etude Longitudinale Française depuis l'Enfance) birth cohort. We used principal component analysis of 18 items characterizing parental feeding practices and children's energy balance-related behaviors (n = 13,121) to derive LPs. We analyzed the associations of LPs with OW/OB at age 5 years (International Obesity Task Force definition; n = 8,388) and age at AR (in days; n = 7,845) using multivariable logistic and linear regression models, respectively.
Results: We identified three LPs: "Early complementary feeding, discretionary consumption, high screen time", "Balanced diet, non-screen leisure activities", and "Healthy feeding practices, low dairy consumption, suboptimal sleep" patterns. The first pattern was positively associated with OW/OB at age 5 years (OR [95% CI] = 1.09 [1.03, 1.16] per 1-SD increase) and inversely associated with age at AR (β [95% CI] = - 12.1 days [- 19.1; -5.0] per 1-SD increase). No association was observed for the second LP. For the third pattern, no clear evidence of associations was found, although the effect sizes were comparable to those of the first LP (OR = 1.07 [0.99; 1.15]; β = -7.6 days [- 15.5; 0.3] per 1-SD increase).
Conclusion: These results emphasize the perinatal period as a critical window for the emergence of interrelated lifestyle behaviors associated with OW/OB. They highlight the need for interventional studies to evaluate the effectiveness of early, integrated, multi-behavioral strategies to prevent childhood obesity.
{"title":"Association of early childhood lifestyle patterns with overweight in preschoolers and timing of adiposity rebound.","authors":"Mélissa Baietto, Camille Le Gal, Alexandra Descarpentrie, Marion Lecorguillé, Aminata H Cissé, Jonathan Y Bernard, Muriel Tafflet, Jade Pilato, Judith van der Waerden, Blandine de Lauzon-Guillain, Marie-Aline Charles, Barbara Heude, Sandrine Lioret","doi":"10.1186/s12966-026-01941-w","DOIUrl":"https://doi.org/10.1186/s12966-026-01941-w","url":null,"abstract":"<p><strong>Background: </strong>An unhealthy diet, excessive screen time, low levels of physical activity and suboptimal sleep are known risk factors for childhood overweight and obesity (OW/OB). These energy balance-related behaviors tend to co-occur and combine into \"lifestyle patterns\" (LPs) that may have a synergistic effect on OW/OB. However, few studies have examined these LPs before preschool age, and none investigated the possible involvement of parental feeding practices (e.g., breastfeeding and timing of complementary feeding), non-screen leisure activities and sleep quality. We aimed to identify such LPs during the first 2 years of life and assess their associations with OW/OB at age 5 years and age at adiposity rebound (AR).</p><p><strong>Methods: </strong>Participants were children from the French nationwide ELFE (Etude Longitudinale Française depuis l'Enfance) birth cohort. We used principal component analysis of 18 items characterizing parental feeding practices and children's energy balance-related behaviors (n = 13,121) to derive LPs. We analyzed the associations of LPs with OW/OB at age 5 years (International Obesity Task Force definition; n = 8,388) and age at AR (in days; n = 7,845) using multivariable logistic and linear regression models, respectively.</p><p><strong>Results: </strong>We identified three LPs: \"Early complementary feeding, discretionary consumption, high screen time\", \"Balanced diet, non-screen leisure activities\", and \"Healthy feeding practices, low dairy consumption, suboptimal sleep\" patterns. The first pattern was positively associated with OW/OB at age 5 years (OR [95% CI] = 1.09 [1.03, 1.16] per 1-SD increase) and inversely associated with age at AR (β [95% CI] = - 12.1 days [- 19.1; -5.0] per 1-SD increase). No association was observed for the second LP. For the third pattern, no clear evidence of associations was found, although the effect sizes were comparable to those of the first LP (OR = 1.07 [0.99; 1.15]; β = -7.6 days [- 15.5; 0.3] per 1-SD increase).</p><p><strong>Conclusion: </strong>These results emphasize the perinatal period as a critical window for the emergence of interrelated lifestyle behaviors associated with OW/OB. They highlight the need for interventional studies to evaluate the effectiveness of early, integrated, multi-behavioral strategies to prevent childhood obesity.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148334107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-23DOI: 10.1186/s12966-026-01939-4
Shawn Hakimi, Renata Kirkwood, Stuart M Phillips, Rong Zheng, Marla K Beauchamp
Background: Mobility is a cornerstone of healthy ageing typically assessed using self-report and performance-based measures. Recent research suggests these measures are poor proxies for real-world mobility. Device-derived measures of real-world mobility reflect the relative proportions of time a person allocates to sedentary behaviour (SB), light-intensity physical activity (LIPA), and moderate-to-vigorous physical activity (MVPA) that together form the waking-day movement behaviour composition. The aim of this study was to examine the associations between commonly used mobility measures and the waking-day movement behaviour composition in older adults.
Methods: A cross-sectional analysis of data from over 1200 older adults ≥ 65 years of age from the baseline cohort (2022-2024) of the McMaster Monitoring My Mobility (MacM3) study was conducted. Compositional data analysis was used to examine the associations between 6 self-report and 10 performance-based measures of mobility and multiple components of the waking-day movement behaviour composition and establish differences in movement behaviours according to different levels of mobility. Examples of included measures are the Physical Activity Scale for the Elderly (PASE) and Timed Up and Go (TUG).
Results: Data from 1227 older adults (73.6 ± 5.3 years) were analysed. Significant differences in waking-day movement behaviour composition were found across the self-report and performance-based mobility measures. Older adults with lower mobility accumulated more SB and less MVPA throughout the day. For example, those with poorer TUG performance accumulated 34 more minutes/day of SB, and 22 min/day less of MVPA compared to those with better performance. The PASE, 400-meter walk, and fast gait speed tests were the strongest indicators of real-world mobility; however, the effect sizes were small. No measure showed a significant association with LIPA.
Conclusions: Traditional self-report and performance-based measures of mobility are associated with the waking-day movement behaviour composition in older adults; however, their ability to explain real-world mobility is limited and varies across measures. The lack of association between any of the measures and LIPA is surprising, given that older adults spend most of their time in this activity intensity. These findings challenge the widespread use of traditional mobility measures to make inferences about real-world mobility.
{"title":"Mobility measures and waking-day movement behaviour composition among older adults: a compositional data analysis of the McMaster Monitoring My Mobility study.","authors":"Shawn Hakimi, Renata Kirkwood, Stuart M Phillips, Rong Zheng, Marla K Beauchamp","doi":"10.1186/s12966-026-01939-4","DOIUrl":"https://doi.org/10.1186/s12966-026-01939-4","url":null,"abstract":"<p><strong>Background: </strong>Mobility is a cornerstone of healthy ageing typically assessed using self-report and performance-based measures. Recent research suggests these measures are poor proxies for real-world mobility. Device-derived measures of real-world mobility reflect the relative proportions of time a person allocates to sedentary behaviour (SB), light-intensity physical activity (LIPA), and moderate-to-vigorous physical activity (MVPA) that together form the waking-day movement behaviour composition. The aim of this study was to examine the associations between commonly used mobility measures and the waking-day movement behaviour composition in older adults.</p><p><strong>Methods: </strong>A cross-sectional analysis of data from over 1200 older adults ≥ 65 years of age from the baseline cohort (2022-2024) of the McMaster Monitoring My Mobility (MacM3) study was conducted. Compositional data analysis was used to examine the associations between 6 self-report and 10 performance-based measures of mobility and multiple components of the waking-day movement behaviour composition and establish differences in movement behaviours according to different levels of mobility. Examples of included measures are the Physical Activity Scale for the Elderly (PASE) and Timed Up and Go (TUG).</p><p><strong>Results: </strong>Data from 1227 older adults (73.6 ± 5.3 years) were analysed. Significant differences in waking-day movement behaviour composition were found across the self-report and performance-based mobility measures. Older adults with lower mobility accumulated more SB and less MVPA throughout the day. For example, those with poorer TUG performance accumulated 34 more minutes/day of SB, and 22 min/day less of MVPA compared to those with better performance. The PASE, 400-meter walk, and fast gait speed tests were the strongest indicators of real-world mobility; however, the effect sizes were small. No measure showed a significant association with LIPA.</p><p><strong>Conclusions: </strong>Traditional self-report and performance-based measures of mobility are associated with the waking-day movement behaviour composition in older adults; however, their ability to explain real-world mobility is limited and varies across measures. The lack of association between any of the measures and LIPA is surprising, given that older adults spend most of their time in this activity intensity. These findings challenge the widespread use of traditional mobility measures to make inferences about real-world mobility.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148309974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p><strong>Background: </strong>Prolonged sitting has been associated with adverse effects on cognitive function, and interrupting sitting with physical activity (PA) may help mitigate these effects. However, evidence regarding the effects of PA breaks on executive function remains limited. In addition, it remains unclear how intervention characteristics may be associated with variations in effect estimates. This study aims to synthesize evidence from randomized trials on the effects of PA breaks on executive function, and to identify potentially effective intervention characteristics through moderator analysis.</p><p><strong>Methods: </strong>A systematic search was conducted in Web of Science, PubMed, Embase, Scopus, Cochrane Library, APA PsycINFO, and SPORTDiscus from database inception to April 25, 2026, for randomized trials investigating the effects of PA breaks during sedentary time on executive function. Although the eligibility criteria allowed randomized controlled trials, randomized crossover trials, and cluster-randomized trials, all studies included in the final synthesis used randomized crossover designs. Risk of bias was assessed using the Cochrane Risk of Bias Tool version 2 for crossover trials, and the quality of evidence was evaluated using the Grading of Recommendations, Assessment, Development, and Evaluations framework. A random-effects three-level meta-analytic model was applied to analyze main effects, exploratory moderator effects, publication bias, and sensitivity analyses.</p><p><strong>Results: </strong>Twenty-two randomized crossover trials were included, comprising 123 effect sizes from 418 participants. Low certainty evidence suggests that, compared with uninterrupted sitting, PA breaks may be associated with a small improvement in executive function (Hedges' g = 0.13, 95% CI [0.03, 0.23], p = 0.01), particularly working memory (Hedges' g = 0.17, p = 0.02). Regrading performance metrics, reaction time (RT) performance (Hedges' g = 0.18, p < 0.01) showed a significant positive effect, whereas accuracy showed no significant effect. Exploratory moderator analyses provided preliminary evidence that intervention characteristics may be related to variations in executive function outcomes. Light-intensity activities showed a favorable pooled estimate (Hedges' g = 0.19, p < 0.01), while moderate-intensity activities did not show a significant pooled effect. For activity type, walking (Hedges' g = 0.12, p = 0.03) and stair climbing (Hedges' g = 0.70, p = 0.01) showed significant pooled effects, although the estimate for stair climbing was based on a small number of studies. Regarding frequency, 60-minute interruption intervals showed the largest pooled estimate (Hedges' g = 0.30, p = 0.01). Break duration was not a statistically significant moderator (p = 0.06), although using 3-5 min breaks showed significant pooled effect (Hedges' g = 0.16, p = 0.02).</p><p><strong>Conclusions: </strong>Interrupting prolonged sitting with
背景:久坐与认知功能的不良影响有关,通过身体活动(PA)来打断久坐可能有助于减轻这些影响。然而,关于PA中断对执行功能的影响的证据仍然有限。此外,目前尚不清楚干预特征如何与效果估计的变化相关联。本研究旨在综合随机试验中PA中断对执行功能影响的证据,并通过调节因子分析确定可能有效的干预特征。方法:系统检索Web of Science、PubMed、Embase、Scopus、Cochrane Library、APA PsycINFO和SPORTDiscus数据库,从数据库建立到2026年4月25日,研究久坐时间PA休息对执行功能影响的随机试验。虽然资格标准允许随机对照试验、随机交叉试验和集群随机试验,但最终综合纳入的所有研究均采用随机交叉设计。使用Cochrane交叉试验偏倚风险工具第2版评估偏倚风险,使用推荐分级、评估、发展和评价框架评估证据质量。采用随机效应三水平元分析模型分析主效应、探索性调节效应、发表偏倚和敏感性分析。结果:纳入22项随机交叉试验,包括来自418名参与者的123个效应量。低确定性证据表明,与不间断坐着相比,PA休息可能与执行功能的小幅改善有关(Hedges' g = 0.13, 95% CI [0.03, 0.23], p = 0.01),特别是工作记忆(Hedges' g = 0.17, p = 0.02)。结论:用PA打断长时间坐着与执行功能的小急性改善有关,特别是在工作记忆和RT表现方面。调节分析表明,活动强度、类型和频率等干预特征可能导致效果的异质性。虽然证据的确定性较低,一些亚组估计基于有限数量的研究,但这些发现为优化干预设计提供了初步指导,并强调了进一步高质量研究的必要性。试验注册:CRD420251004155。
{"title":"Effect of breaking up prolonged sitting with physical activity on executive function: a three-level meta-analysis.","authors":"Zan Huang, Mingyue Yin, Geng Li, Jinrong He, Qing Yi, Mingnan Zhuang, Bitai Wu, Meynard John Lapore Toledo, Waris Wongpipit, Wenxin Xu","doi":"10.1186/s12966-026-01942-9","DOIUrl":"10.1186/s12966-026-01942-9","url":null,"abstract":"<p><strong>Background: </strong>Prolonged sitting has been associated with adverse effects on cognitive function, and interrupting sitting with physical activity (PA) may help mitigate these effects. However, evidence regarding the effects of PA breaks on executive function remains limited. In addition, it remains unclear how intervention characteristics may be associated with variations in effect estimates. This study aims to synthesize evidence from randomized trials on the effects of PA breaks on executive function, and to identify potentially effective intervention characteristics through moderator analysis.</p><p><strong>Methods: </strong>A systematic search was conducted in Web of Science, PubMed, Embase, Scopus, Cochrane Library, APA PsycINFO, and SPORTDiscus from database inception to April 25, 2026, for randomized trials investigating the effects of PA breaks during sedentary time on executive function. Although the eligibility criteria allowed randomized controlled trials, randomized crossover trials, and cluster-randomized trials, all studies included in the final synthesis used randomized crossover designs. Risk of bias was assessed using the Cochrane Risk of Bias Tool version 2 for crossover trials, and the quality of evidence was evaluated using the Grading of Recommendations, Assessment, Development, and Evaluations framework. A random-effects three-level meta-analytic model was applied to analyze main effects, exploratory moderator effects, publication bias, and sensitivity analyses.</p><p><strong>Results: </strong>Twenty-two randomized crossover trials were included, comprising 123 effect sizes from 418 participants. Low certainty evidence suggests that, compared with uninterrupted sitting, PA breaks may be associated with a small improvement in executive function (Hedges' g = 0.13, 95% CI [0.03, 0.23], p = 0.01), particularly working memory (Hedges' g = 0.17, p = 0.02). Regrading performance metrics, reaction time (RT) performance (Hedges' g = 0.18, p < 0.01) showed a significant positive effect, whereas accuracy showed no significant effect. Exploratory moderator analyses provided preliminary evidence that intervention characteristics may be related to variations in executive function outcomes. Light-intensity activities showed a favorable pooled estimate (Hedges' g = 0.19, p < 0.01), while moderate-intensity activities did not show a significant pooled effect. For activity type, walking (Hedges' g = 0.12, p = 0.03) and stair climbing (Hedges' g = 0.70, p = 0.01) showed significant pooled effects, although the estimate for stair climbing was based on a small number of studies. Regarding frequency, 60-minute interruption intervals showed the largest pooled estimate (Hedges' g = 0.30, p = 0.01). Break duration was not a statistically significant moderator (p = 0.06), although using 3-5 min breaks showed significant pooled effect (Hedges' g = 0.16, p = 0.02).</p><p><strong>Conclusions: </strong>Interrupting prolonged sitting with ","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13536752/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148309939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-20DOI: 10.1186/s12966-026-01936-7
Qianting Deng, Chongyun Wu, Luodan Yang
Background: College students' prolonged sedentary behavior due to heavy academic burdens impairs cognitive functions and academic performance. Classroom physical activity breaks have been studied in younger students, but evidence among college students remains limited. This study aims to systematically evaluate the effects of classroom physical activity breaks on academic-related outcomes among college students, including classroom engagement, academic emotions, attention, and academic performance.
Methods: A comprehensive literature search was conducted across databases, including PubMed, Web of Science, and ERIC (EBSCOhost), covering all publications up to May 2025, supplemented by manual search and citation tracking.
Results: A total of 5,813 records were initially identified, and 20 studies met the inclusion criteria. Overall, classroom physical activity breaks were positively associated with improvements in sustained attention, emotional engagement, and positive academic emotions. However, findings for selective attention, behavioral engagement, negative emotions, and academic performance were mixed or inconclusive, with several studies reporting non-significant effects and one study reporting a negative effect on selective attention.
Conclusions: Physical activity breaks in the classroom improved students' learning behaviors and may also contribute to enhanced academic outcomes. This study highlights that, provided teaching efficiency is not compromised, the integration of classroom physical activity breaks represents a viable and impactful educational intervention.
背景:由于繁重的学业负担,大学生长时间的久坐行为会损害认知功能和学习成绩。课堂体育活动的休息时间已经在低年级学生中进行了研究,但在大学生中的证据仍然有限。本研究旨在系统评估课堂体育活动休息对大学生学业相关成果的影响,包括课堂投入、学业情绪、注意力和学业成绩。方法:通过PubMed、Web of Science和ERIC (EBSCOhost)数据库进行全面的文献检索,检索截止到2025年5月的所有出版物,并辅以人工检索和引文跟踪。结果:最初共识别5813条记录,其中20项研究符合纳入标准。总体而言,课堂体育活动休息与持续注意力、情感投入和积极学术情绪的改善呈正相关。然而,选择性注意、行为参与、负面情绪和学习成绩的研究结果是混合的或不确定的,有几项研究报告了不显著的影响,一项研究报告了选择性注意的负面影响。结论:课堂上的体育活动可以改善学生的学习行为,也可能有助于提高学习成绩。本研究强调,在不影响教学效率的前提下,课堂体育活动休息时间的整合是一种可行且有效的教育干预。
{"title":"Effect of classroom physical activity breaks on learning behaviors and academic achievements in university students: a systematic review.","authors":"Qianting Deng, Chongyun Wu, Luodan Yang","doi":"10.1186/s12966-026-01936-7","DOIUrl":"10.1186/s12966-026-01936-7","url":null,"abstract":"<p><strong>Background: </strong>College students' prolonged sedentary behavior due to heavy academic burdens impairs cognitive functions and academic performance. Classroom physical activity breaks have been studied in younger students, but evidence among college students remains limited. This study aims to systematically evaluate the effects of classroom physical activity breaks on academic-related outcomes among college students, including classroom engagement, academic emotions, attention, and academic performance.</p><p><strong>Methods: </strong>A comprehensive literature search was conducted across databases, including PubMed, Web of Science, and ERIC (EBSCOhost), covering all publications up to May 2025, supplemented by manual search and citation tracking.</p><p><strong>Results: </strong>A total of 5,813 records were initially identified, and 20 studies met the inclusion criteria. Overall, classroom physical activity breaks were positively associated with improvements in sustained attention, emotional engagement, and positive academic emotions. However, findings for selective attention, behavioral engagement, negative emotions, and academic performance were mixed or inconclusive, with several studies reporting non-significant effects and one study reporting a negative effect on selective attention.</p><p><strong>Conclusions: </strong>Physical activity breaks in the classroom improved students' learning behaviors and may also contribute to enhanced academic outcomes. This study highlights that, provided teaching efficiency is not compromised, the integration of classroom physical activity breaks represents a viable and impactful educational intervention.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148297194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-18DOI: 10.1186/s12966-026-01940-x
Jansen M Cambia, Ta-Chien Chan
Background: Metabolic syndrome (MetS) is a multifactorial condition characterized by obesity, hypertension, hyperglycemia, and dyslipidemia, often resulting from unhealthy lifestyle and behavioral patterns. This study aimed to develop and validate a Healthy Lifestyle and Behavioral Scale (HLBS) that reflects the combined influence of key pillars of lifestyle medicine and to examine its longitudinal association with MetS risk in a large Taiwanese cohort.
Methods: Data were drawn from 201,123 participants of the Mei Jau Health Management Institution between 2000 and 2023. Item selection followed a rigorous construct validation process and selection criteria, including exploratory and confirmatory factor analyses, item response theory modeling, and reliability testing. We then combined the HLBS components such as diet, physical activity, sleep, and substance use, and performed a log binomial generalized estimating equation model to assess its risk association with MetS development.
Results: The HLBS demonstrated acceptable model fit and strong internal consistency. Moderate (RR = 1.12; 95% CI = 1.09-1.16) and low (RR = 1.46; 95% CI = 1.41-1.50) adherence to healthy lifestyle behaviors were associated with an increased risk of developing MetS compared with high adherence, and each HLBS component independently contributed to elevate MetS risk. Stratified analyses showed consistent linear associations across all age and sex groups, with stronger effects observed among adults and the elderly.
Conclusions: The HLBS provides a reliable, culturally adapted tool for assessing lifestyle behaviors and identifying populations at risk for metabolic disorders. These findings emphasize the importance of promoting comprehensive lifestyle interventions to reduce MetS risk in the general population.
背景:代谢综合征(MetS)是一种以肥胖、高血压、高血糖和血脂异常为特征的多因素疾病,通常由不健康的生活方式和行为模式引起。本研究旨在发展并验证健康生活方式与行为量表(HLBS),以反映生活方式医学主要支柱的综合影响,并在台湾大型队列中检验其与MetS风险的纵向关联。方法:数据来自2000 - 2023年梅州健康管理机构201123名参与者。项目选择遵循严格的结构验证过程和选择标准,包括探索性和验证性因素分析,项目反应理论建模和可靠性测试。然后,我们结合了HLBS的组成部分,如饮食、身体活动、睡眠和物质使用,并进行了对数二项广义估计方程模型,以评估其与MetS发展的风险关联。结果:HLBS具有良好的模型拟合和较强的内部一致性。与高依从性相比,中等(RR = 1.12; 95% CI = 1.09-1.16)和低(RR = 1.46; 95% CI = 1.41-1.50)坚持健康生活方式的行为与MetS发生风险增加相关,并且HLBS的每个组成部分都独立地增加了MetS的风险。分层分析显示,在所有年龄和性别群体中都存在一致的线性关联,在成年人和老年人中观察到更强的影响。结论:HLBS为评估生活方式行为和识别代谢紊乱风险人群提供了可靠的、适应文化的工具。这些发现强调了促进综合生活方式干预以降低一般人群met风险的重要性。
{"title":"Development and validation of a healthy lifestyle and behavioral score for predicting metabolic syndrome: evidence from a 24-year longitudinal health check-up cohort in Taiwan.","authors":"Jansen M Cambia, Ta-Chien Chan","doi":"10.1186/s12966-026-01940-x","DOIUrl":"10.1186/s12966-026-01940-x","url":null,"abstract":"<p><strong>Background: </strong>Metabolic syndrome (MetS) is a multifactorial condition characterized by obesity, hypertension, hyperglycemia, and dyslipidemia, often resulting from unhealthy lifestyle and behavioral patterns. This study aimed to develop and validate a Healthy Lifestyle and Behavioral Scale (HLBS) that reflects the combined influence of key pillars of lifestyle medicine and to examine its longitudinal association with MetS risk in a large Taiwanese cohort.</p><p><strong>Methods: </strong>Data were drawn from 201,123 participants of the Mei Jau Health Management Institution between 2000 and 2023. Item selection followed a rigorous construct validation process and selection criteria, including exploratory and confirmatory factor analyses, item response theory modeling, and reliability testing. We then combined the HLBS components such as diet, physical activity, sleep, and substance use, and performed a log binomial generalized estimating equation model to assess its risk association with MetS development.</p><p><strong>Results: </strong>The HLBS demonstrated acceptable model fit and strong internal consistency. Moderate (RR = 1.12; 95% CI = 1.09-1.16) and low (RR = 1.46; 95% CI = 1.41-1.50) adherence to healthy lifestyle behaviors were associated with an increased risk of developing MetS compared with high adherence, and each HLBS component independently contributed to elevate MetS risk. Stratified analyses showed consistent linear associations across all age and sex groups, with stronger effects observed among adults and the elderly.</p><p><strong>Conclusions: </strong>The HLBS provides a reliable, culturally adapted tool for assessing lifestyle behaviors and identifying populations at risk for metabolic disorders. These findings emphasize the importance of promoting comprehensive lifestyle interventions to reduce MetS risk in the general population.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13445918/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148279820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-17DOI: 10.1186/s12966-026-01937-6
Anna Chalkley, Zoe Helme, Ellen Silva, Shania Boom, Victoria Archbold, Daniel Bingham, Amika Singh, Antti Bloom, Caterina Pesce, Collin A Webster, Edd Riley-Gibson, Esther van Sluijs, Gabriella McLoughlin, Geir Kåre Resaland, Jo Salmon, John Bartholomew, Juana Willumsen, Katrin Mägi, Lauren Clifford, Lawrence Foweather, Mathias Brekke Mandelid, Merike Kull, Natalie Lander, Nicole Nathan, Spyridoula Vazou, Stuart Fairclough, Tuija Tammelin, Andy Daly-Smith
Background: Whole-school physical activity (WSPA) approaches are recognised globally as a key investment for increasing children's activity levels. Their success depends on translating national policy into effective school practices through systems-level thinking and multi-stakeholder collaboration. This study aimed to use an experience-based co-design process to produce and prioritise future directions for WSPA policy, practice and research by engaging international stakeholders to identify key roles, needs, and actionable recommendations.
Methods: The co-design process took place during a two-day international conference on Whole-School Physical Activity (#WSPA2024). Adopting a design thinking approach, 152 international stakeholders representing 16 countries engaged in two co-design workshops. Participants included professionals representing the policy (n = 64), practice (n = 26), or research (n = 62) sectors. Participants undertook tasks in either same stakeholder or mixed stakeholder groupings to explore and prioritise future needs for policy, practice, and research related to WSPA. All discussions were audio recorded, transcribed verbatim, and analysed using inductive thematic and content analysis. Prioritised actions were synthesised and recommendations to support the future of WSPA were drafted. Stakeholders reviewed the drafted recommendations and proposed modifications using an online questionnaire.
Results: Twenty-four recommendations (10 for policymakers, eight for practitioners, and six for researchers) to prioritise and plan for WSPA were developed. These are represented by six interlinked themes reflecting conditions for change: systems thinking, partner engagement and collaboration, equity and inclusion, evidence-based and action orientated, knowledge mobilisation, support and capacity building.
Conclusions: WSPA approaches should be viewed as a long-term systems change agenda requiring aligned policy, adaptable practice, and innovative research. The WSPA recommendations provide a platform for multi-sector collaboration, co-production, and investment in scalable, context-sensitive solutions.
{"title":"Co-designing policy, practice, and research directions for whole-school physical activity: towards sustainable culture change.","authors":"Anna Chalkley, Zoe Helme, Ellen Silva, Shania Boom, Victoria Archbold, Daniel Bingham, Amika Singh, Antti Bloom, Caterina Pesce, Collin A Webster, Edd Riley-Gibson, Esther van Sluijs, Gabriella McLoughlin, Geir Kåre Resaland, Jo Salmon, John Bartholomew, Juana Willumsen, Katrin Mägi, Lauren Clifford, Lawrence Foweather, Mathias Brekke Mandelid, Merike Kull, Natalie Lander, Nicole Nathan, Spyridoula Vazou, Stuart Fairclough, Tuija Tammelin, Andy Daly-Smith","doi":"10.1186/s12966-026-01937-6","DOIUrl":"10.1186/s12966-026-01937-6","url":null,"abstract":"<p><strong>Background: </strong>Whole-school physical activity (WSPA) approaches are recognised globally as a key investment for increasing children's activity levels. Their success depends on translating national policy into effective school practices through systems-level thinking and multi-stakeholder collaboration. This study aimed to use an experience-based co-design process to produce and prioritise future directions for WSPA policy, practice and research by engaging international stakeholders to identify key roles, needs, and actionable recommendations.</p><p><strong>Methods: </strong>The co-design process took place during a two-day international conference on Whole-School Physical Activity (#WSPA2024). Adopting a design thinking approach, 152 international stakeholders representing 16 countries engaged in two co-design workshops. Participants included professionals representing the policy (n = 64), practice (n = 26), or research (n = 62) sectors. Participants undertook tasks in either same stakeholder or mixed stakeholder groupings to explore and prioritise future needs for policy, practice, and research related to WSPA. All discussions were audio recorded, transcribed verbatim, and analysed using inductive thematic and content analysis. Prioritised actions were synthesised and recommendations to support the future of WSPA were drafted. Stakeholders reviewed the drafted recommendations and proposed modifications using an online questionnaire.</p><p><strong>Results: </strong>Twenty-four recommendations (10 for policymakers, eight for practitioners, and six for researchers) to prioritise and plan for WSPA were developed. These are represented by six interlinked themes reflecting conditions for change: systems thinking, partner engagement and collaboration, equity and inclusion, evidence-based and action orientated, knowledge mobilisation, support and capacity building.</p><p><strong>Conclusions: </strong>WSPA approaches should be viewed as a long-term systems change agenda requiring aligned policy, adaptable practice, and innovative research. The WSPA recommendations provide a platform for multi-sector collaboration, co-production, and investment in scalable, context-sensitive solutions.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148267066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-17DOI: 10.1186/s12966-026-01938-5
Mohammad Affendy Mhd Akhir, Norhasmah Sulaiman, Nurzalinda Zalbahar, Hanina Hamsan
<p><strong>Background: </strong>Parental feeding practices play a critical role in shaping children's dietary behaviours and self-regulation during early childhood. These practices are particularly important in low-income households, where structural constraints, including household food insecurity (HFI), may influence how feeding guidance is implemented and sustained. Although a growing number of interventions aim to promote positive parental feeding practices, there remains limited synthesis of how contemporary programmes are conceptualised, designed, and delivered within low-income contexts, including the extent to which feeding-related components, implementation strategies, and contextual factors such as HFI are addressed.</p><p><strong>Methods: </strong>A comprehensive literature search was conducted across PubMed, CINAHL, and EMBASE using predefined search terms. The study selection followed the Joanna Briggs Institute methodology for scoping reviews and the PRISMA-ScR guidelines. Eligible studies included intervention programmes targeting parental feeding practices among low-income families with young children.</p><p><strong>Results: </strong>Sixteen articles representing fifteen unique interventions published between 2015 and 2025 were included. The parenting-focused domain was the most common, followed by digital, multicomponent, and home-based nutrition education and skill-building domains. Across interventions, responsive feeding emerged as the most consistently targeted and improved construct, regardless of delivery mode or setting. Interventions incorporating active skill-building strategies such as coaching, modelling, and guided practice were more consistently associated with changes in parental feeding behaviours than those relying primarily on information provision. Explicit integration of HFI into the intervention design was limited; only a small number of interventions (n = 3) measured or directly addressed food insecurity, while others (n = 2) addressed related constraints implicitly through food provision, stress reduction, or improvements in home food availability. The effects on child anthropometric outcomes were generally limited and inconsistent.</p><p><strong>Conclusions: </strong>Contemporary feeding interventions in low-income households demonstrate substantial conceptual convergence around responsive feeding yet vary widely in implementation strategies and attention to structural context. Findings suggest that feeding practices, meal structure, and the home food environment may represent more appropriate intermediate indicators of intervention success than anthropometric outcomes in early childhood. Future interventions should prioritise theory-driven, skill-based designs and more explicitly integrate household food insecurity and related contextual constraints to enhance relevance, equity, and sustainability.</p><p><strong>Trial registration: </strong>Open Science Framework (OSF), January 12, 2026 (DOI: https://doi.o
{"title":"Interventions for positive parental feeding practices in low-income households: a scoping review.","authors":"Mohammad Affendy Mhd Akhir, Norhasmah Sulaiman, Nurzalinda Zalbahar, Hanina Hamsan","doi":"10.1186/s12966-026-01938-5","DOIUrl":"10.1186/s12966-026-01938-5","url":null,"abstract":"<p><strong>Background: </strong>Parental feeding practices play a critical role in shaping children's dietary behaviours and self-regulation during early childhood. These practices are particularly important in low-income households, where structural constraints, including household food insecurity (HFI), may influence how feeding guidance is implemented and sustained. Although a growing number of interventions aim to promote positive parental feeding practices, there remains limited synthesis of how contemporary programmes are conceptualised, designed, and delivered within low-income contexts, including the extent to which feeding-related components, implementation strategies, and contextual factors such as HFI are addressed.</p><p><strong>Methods: </strong>A comprehensive literature search was conducted across PubMed, CINAHL, and EMBASE using predefined search terms. The study selection followed the Joanna Briggs Institute methodology for scoping reviews and the PRISMA-ScR guidelines. Eligible studies included intervention programmes targeting parental feeding practices among low-income families with young children.</p><p><strong>Results: </strong>Sixteen articles representing fifteen unique interventions published between 2015 and 2025 were included. The parenting-focused domain was the most common, followed by digital, multicomponent, and home-based nutrition education and skill-building domains. Across interventions, responsive feeding emerged as the most consistently targeted and improved construct, regardless of delivery mode or setting. Interventions incorporating active skill-building strategies such as coaching, modelling, and guided practice were more consistently associated with changes in parental feeding behaviours than those relying primarily on information provision. Explicit integration of HFI into the intervention design was limited; only a small number of interventions (n = 3) measured or directly addressed food insecurity, while others (n = 2) addressed related constraints implicitly through food provision, stress reduction, or improvements in home food availability. The effects on child anthropometric outcomes were generally limited and inconsistent.</p><p><strong>Conclusions: </strong>Contemporary feeding interventions in low-income households demonstrate substantial conceptual convergence around responsive feeding yet vary widely in implementation strategies and attention to structural context. Findings suggest that feeding practices, meal structure, and the home food environment may represent more appropriate intermediate indicators of intervention success than anthropometric outcomes in early childhood. Future interventions should prioritise theory-driven, skill-based designs and more explicitly integrate household food insecurity and related contextual constraints to enhance relevance, equity, and sustainability.</p><p><strong>Trial registration: </strong>Open Science Framework (OSF), January 12, 2026 (DOI: https://doi.o","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148265780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-15DOI: 10.1186/s12966-026-01935-8
Christine W St Laurent, Guilherme Moraes Balbim, Denver M Y Brown, Chelsea L Kracht, Christopher D Pfledderer, Claire I Groves, Carah D Holesovsky, Griffin A T Randolph, Katrina Rodheim, Sarah Burkart
Compositional data analysis (CoDA) is widely used to examine the associations between one's balance of movement behaviors (sedentary behavior, physical activity, and sleep) and health outcomes. Existing reviews have primarily focused on reporting standards for physical activity and sedentary behavior, but have not considered the contribution of sleep reporting to our understanding of CoDA.Purpose To characterize device-based sleep data measurement, processing, and reporting in studies using CoDA to examine associations between movement behaviors and health indicators.Methods A systematic search was conducted in seven databases, along with supplemental strategies (forward and backward citation searches and expert review). Observational studies published since 2015 that employed CoDA approaches using isometric log-ratio transformations to examine the associations between movement behavior compositions utilizing device-based measures of sleep and health outcomes were included. Data extraction included items based on sleep actigraphy measurement, processing, and reporting practices recommended by the American Academy of Sleep Medicine. The National Institutes of Health Quality Assessment Tool for Observational Cohort and Cross-sectional Studies was used to assess study quality.Results Among the 70 included studies (n = 60 cross-sectional, n = 10 longitudinal), few articles reported key sleep measurement and processing information. Most articles (n = 67) included only one sleep component in the time-use composition, and less than half of the articles (n = 29) acknowledged sleep-related limitations. Reports were classified as having good (n = 60) or poor (n = 10) study quality.Conclusions This review identified inconsistencies in the measurement, processing, and reporting of device-measured sleep in studies using CoDA. Varying protocols and reporting on sleep data processing highlight the need for adoption of current standardized approaches and reporting practices. Future research should prioritize transparency and consistency to improve the validity and comparability of findings on sleep's role as a key component of the integrative 24-h approach to health.
{"title":"Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.","authors":"Christine W St Laurent, Guilherme Moraes Balbim, Denver M Y Brown, Chelsea L Kracht, Christopher D Pfledderer, Claire I Groves, Carah D Holesovsky, Griffin A T Randolph, Katrina Rodheim, Sarah Burkart","doi":"10.1186/s12966-026-01935-8","DOIUrl":"10.1186/s12966-026-01935-8","url":null,"abstract":"<p><p>Compositional data analysis (CoDA) is widely used to examine the associations between one's balance of movement behaviors (sedentary behavior, physical activity, and sleep) and health outcomes. Existing reviews have primarily focused on reporting standards for physical activity and sedentary behavior, but have not considered the contribution of sleep reporting to our understanding of CoDA.Purpose To characterize device-based sleep data measurement, processing, and reporting in studies using CoDA to examine associations between movement behaviors and health indicators.Methods A systematic search was conducted in seven databases, along with supplemental strategies (forward and backward citation searches and expert review). Observational studies published since 2015 that employed CoDA approaches using isometric log-ratio transformations to examine the associations between movement behavior compositions utilizing device-based measures of sleep and health outcomes were included. Data extraction included items based on sleep actigraphy measurement, processing, and reporting practices recommended by the American Academy of Sleep Medicine. The National Institutes of Health Quality Assessment Tool for Observational Cohort and Cross-sectional Studies was used to assess study quality.Results Among the 70 included studies (n = 60 cross-sectional, n = 10 longitudinal), few articles reported key sleep measurement and processing information. Most articles (n = 67) included only one sleep component in the time-use composition, and less than half of the articles (n = 29) acknowledged sleep-related limitations. Reports were classified as having good (n = 60) or poor (n = 10) study quality.Conclusions This review identified inconsistencies in the measurement, processing, and reporting of device-measured sleep in studies using CoDA. Varying protocols and reporting on sleep data processing highlight the need for adoption of current standardized approaches and reporting practices. Future research should prioritize transparency and consistency to improve the validity and comparability of findings on sleep's role as a key component of the integrative 24-h approach to health.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13501660/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148260440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-13DOI: 10.1186/s12966-026-01925-w
Li-Jiuan Lai, Tzuhui Angie Tseng
Background: Food education has become an important policy priority in Taiwan following the enactment of the Food and Agriculture Education Act. However, empirically validated instruments for assessing food literacy among elementary school students remain limited. This study aimed to develop and validate a Food Education Scale (FES) for measuring food literacy among upper elementary school students in Taiwan.
Methods: The scale was developed based on the six principles of Taiwan's Food and Agriculture Education Act and Nutbeam's (2000) framework of functional, interactive, and critical literacy. A two-dimensional framework integrating food education content and literacy competencies was constructed. Through expert review, pilot testing, and large-scale survey administration, a 36-item questionnaire was finalized. The formal survey included 400 upper elementary students from 12 schools across northern, central, southern, and eastern Taiwan. Reliability and construct validity were assessed using Cronbach's α, exploratory factor analysis (EFA), and confirmatory factor analysis (CFA) to demonstrate satisfactory construct, convergent, and discriminant validity.
Results: The results indicated that the FES demonstrated satisfactory psychometric properties. Internal consistency for all dimensions exceeded the recommended threshold (Cronbach's α > 0.70), and both EFA and CFA supported the scale's overall construct validity. In terms of performance patterns, students scored relatively higher in the dimensions related to cherishing food and reducing waste as well as food culture inheritance, while comparatively lower scores were observed in balanced dietary concepts and local production-local consumption. Differences in food literacy were also associated with school types, regional contexts, and family food practices.
Conclusions: The Food Education Scale provides a validated instrument for assessing food literacy among upper elementary school students in Taiwan. The findings provide a validated, policy-aligned instrument for assessing children's food literacy and offer practical guidance for curriculum design and sustainability-oriented food education policies.
{"title":"Towards sustainable futures: development and validation of a Food Education Scale (FES) for upper elementary students in Taiwan.","authors":"Li-Jiuan Lai, Tzuhui Angie Tseng","doi":"10.1186/s12966-026-01925-w","DOIUrl":"10.1186/s12966-026-01925-w","url":null,"abstract":"<p><strong>Background: </strong>Food education has become an important policy priority in Taiwan following the enactment of the Food and Agriculture Education Act. However, empirically validated instruments for assessing food literacy among elementary school students remain limited. This study aimed to develop and validate a Food Education Scale (FES) for measuring food literacy among upper elementary school students in Taiwan.</p><p><strong>Methods: </strong>The scale was developed based on the six principles of Taiwan's Food and Agriculture Education Act and Nutbeam's (2000) framework of functional, interactive, and critical literacy. A two-dimensional framework integrating food education content and literacy competencies was constructed. Through expert review, pilot testing, and large-scale survey administration, a 36-item questionnaire was finalized. The formal survey included 400 upper elementary students from 12 schools across northern, central, southern, and eastern Taiwan. Reliability and construct validity were assessed using Cronbach's α, exploratory factor analysis (EFA), and confirmatory factor analysis (CFA) to demonstrate satisfactory construct, convergent, and discriminant validity.</p><p><strong>Results: </strong>The results indicated that the FES demonstrated satisfactory psychometric properties. Internal consistency for all dimensions exceeded the recommended threshold (Cronbach's α > 0.70), and both EFA and CFA supported the scale's overall construct validity. In terms of performance patterns, students scored relatively higher in the dimensions related to cherishing food and reducing waste as well as food culture inheritance, while comparatively lower scores were observed in balanced dietary concepts and local production-local consumption. Differences in food literacy were also associated with school types, regional contexts, and family food practices.</p><p><strong>Conclusions: </strong>The Food Education Scale provides a validated instrument for assessing food literacy among upper elementary school students in Taiwan. The findings provide a validated, policy-aligned instrument for assessing children's food literacy and offer practical guidance for curriculum design and sustainability-oriented food education policies.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13491723/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148254310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-05-30DOI: 10.1186/s12966-026-01934-9
Alayne Gatto, Madison Paes-Leme, Sophia Acosta, Mariana Leon, Gabriella Reingevurts, Catherine Coccia, Cristina Palacios
Background: Current infant diet recommendations are often not followed by caregivers, impacting their infant's diet quality. Incorporating diet guidelines with real-time feedback via technology may improve infant diet quality, helping mitigate future obesity risk. This study reports the effectiveness of the Baby-Feed website in improving diet quality among US infant caregivers compared to controls. This website was designed using trusted behavior-change theories to provide real-time feedback on infant diets, show current infant diet recommendations, and monitor progress.
Methods: Primary infant caregivers (English or Spanish-literate) with internet access, cellphone text capability, and willing to participate in the full study were enrolled into a parallel-group, randomized controlled trial. Infant diet quality was assessed by the total Diet Quality Index Score (DQIS) at baseline (~ 4 months old) and at the end of the study (~ 9 months old). The DQIS (0-55) is scored as: for 0-5.9 months, 15 points for exclusive and 10 points for partial breastfeeding, and 5 points for formula, while other foods score 5 if not introduced and 0 if introduced; for 6-12 months, appropriate intake of each food group (including formula) scores 5 (2.5 if slightly off, 0 if outside recommendations), with same score for breastfeeding. Total DQIS was categorized as ≥45 (excellent) or below. Data were analyzed with ANCOVA or logistic regression, adjusting for infant age and energy intake.
Results: One hundred fifty-five participants were randomized, and 150 were included in the analysis (76 in the intervention group and 74 in the control group). At the end of the intervention, infant total DQIS was higher in the intervention group (44.6 ± 6.53) than in the control group (42.5 ± 7.5) in both the unadjusted (p = 0.036) and adjusted models (p = 0.046). Also, infants in the control group had twice the odds of having an infant total DQIS below excellent (adjusted OR = 2.00; 95% CI: 1.012-3.950; p = 0.046) compared to the intervention group.
Conclusions: Using the Baby-Feed website for 6 months improved the quality of infant diets. This could be a tool to help caregivers follow current infant diet recommendations with real-time feedback.
{"title":"The effect of the Baby-Feed website intervention on diet quality in healthy infants: a randomized controlled trial.","authors":"Alayne Gatto, Madison Paes-Leme, Sophia Acosta, Mariana Leon, Gabriella Reingevurts, Catherine Coccia, Cristina Palacios","doi":"10.1186/s12966-026-01934-9","DOIUrl":"10.1186/s12966-026-01934-9","url":null,"abstract":"<p><strong>Background: </strong>Current infant diet recommendations are often not followed by caregivers, impacting their infant's diet quality. Incorporating diet guidelines with real-time feedback via technology may improve infant diet quality, helping mitigate future obesity risk. This study reports the effectiveness of the Baby-Feed website in improving diet quality among US infant caregivers compared to controls. This website was designed using trusted behavior-change theories to provide real-time feedback on infant diets, show current infant diet recommendations, and monitor progress.</p><p><strong>Methods: </strong>Primary infant caregivers (English or Spanish-literate) with internet access, cellphone text capability, and willing to participate in the full study were enrolled into a parallel-group, randomized controlled trial. Infant diet quality was assessed by the total Diet Quality Index Score (DQIS) at baseline (~ 4 months old) and at the end of the study (~ 9 months old). The DQIS (0-55) is scored as: for 0-5.9 months, 15 points for exclusive and 10 points for partial breastfeeding, and 5 points for formula, while other foods score 5 if not introduced and 0 if introduced; for 6-12 months, appropriate intake of each food group (including formula) scores 5 (2.5 if slightly off, 0 if outside recommendations), with same score for breastfeeding. Total DQIS was categorized as ≥45 (excellent) or below. Data were analyzed with ANCOVA or logistic regression, adjusting for infant age and energy intake.</p><p><strong>Results: </strong>One hundred fifty-five participants were randomized, and 150 were included in the analysis (76 in the intervention group and 74 in the control group). At the end of the intervention, infant total DQIS was higher in the intervention group (44.6 ± 6.53) than in the control group (42.5 ± 7.5) in both the unadjusted (p = 0.036) and adjusted models (p = 0.046). Also, infants in the control group had twice the odds of having an infant total DQIS below excellent (adjusted OR = 2.00; 95% CI: 1.012-3.950; p = 0.046) compared to the intervention group.</p><p><strong>Conclusions: </strong>Using the Baby-Feed website for 6 months improved the quality of infant diets. This could be a tool to help caregivers follow current infant diet recommendations with real-time feedback.</p><p><strong>Trial registration: </strong>Clinicaltrials.gov Identifier: NCT05990439.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":" ","pages":""},"PeriodicalIF":7.1,"publicationDate":"2026-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13430803/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148058189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}