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Identifying behaviour change techniques within precision health interventions that use continuous glucose monitoring: a secondary analysis of a scoping review. 在使用连续血糖监测的精确卫生干预措施中确定行为改变技术:对范围审查的二次分析
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-06 DOI: 10.1186/s12966-025-01833-5
Lauren Connell Bohlen, Jacob Crawshaw, Michelle R Jospe, Kelli M Richardson, Kristin J Konnyu, Susan M Schembre

Background: Continuous glucose monitoring (CGM) is increasingly being used within precision health interventions to motivate behaviour change. However, there is considerable variability and complexity in the design of behaviour change interventions that incorporate CGM-based biofeedback, making it challenging to disentangle the intervention components that are driving intervention effects. The objective of this review is to identify the behaviour change techniques and mechanisms of action commonly implemented alongside CGM-based biofeedback.

Methods: We conducted secondary analyses of a scoping review to identify health behaviour interventions (RCTs) that provided CGM-based biofeedback to promote behaviour change in adults. Two researchers applied the 93-item Behaviour Change Techniques (BCT) Taxonomy (v1) to independently code intervention content in all trial arms (i.e., intervention and comparison arms) dependent upon their targeted behaviour of CGM use, glucometer use, diet, physical activity, or medication adherence. BCTs were analysed individually and according to their corresponding category. We performed univariate linear regression analyses to examine whether the presence of individual BCTs and target behaviours influenced pre-post changes in HbA1c within CGM-based intervention arms.

Results: Thirty-one RCTs comprising 35 intervention arms and 29 comparison arms were included. Theory was reported in 4 studies (13%), most commonly Self-Efficacy Theory. Mechanisms of action (MoAs) were specified in 5 studies (16%), typically targeting beliefs about capabilities. We identified 40 (of 93 possible) unique BCTs, with intervention arms employing an average of 7.1 BCTs (SD: 4.8) compared to 5.3 BCTs (SD: 4.3) in comparison arms. The most frequently implemented BCT categories in CGM-based biofeedback interventions were 'Feedback and monitoring' (n = 35/35, 100%), 'Shaping knowledge' (n = 28/35, 80%), and 'Social support' (n = 22/35, 63%). Commonly used BCTs supporting CGM use and promoting dietary and physical activity changes included 'Biofeedback' (n = 35/35; 100%), 'Instruction on how to perform the behaviour' (n = 19/35; 54%), and 'Credible source' (n = 14/35; 40%). Univariate linear regressions did not identify any individual BCTs or targeted behaviours that significantly moderated HbA1c outcomes.

Conclusions: RCTs using CGM to change behaviour in adult populations include a range of BCTs, focusing predominantly on BCTs that support the implementation of CGM itself. Future research should examine whether BCTs operate through distinct MoAs when supporting CGM uptake and use versus when promoting broader health behaviour change in conjunction with CGM-based biofeedback.

背景:连续血糖监测(CGM)越来越多地用于精确健康干预措施,以激励行为改变。然而,结合基于cgm的生物反馈的行为改变干预措施的设计存在相当大的可变性和复杂性,这使得解开驱动干预效果的干预成分具有挑战性。本综述的目的是确定行为改变技术和作用机制,通常与基于生物反馈的生物转基因一起实施。方法:我们对一项范围综述进行了二次分析,以确定提供基于cgm的生物反馈以促进成人行为改变的健康行为干预(rct)。两名研究人员应用93项行为改变技术(BCT)分类法(v1)独立编码所有试验组(即干预组和比较组)的干预内容,这取决于他们使用CGM、使用血糖仪、饮食、身体活动或药物依从性的目标行为。分别对bct进行分类分析。我们进行了单变量线性回归分析,以检验个体bct和目标行为的存在是否会影响基于cgm的干预组中HbA1c的前后变化。结果:纳入31项随机对照试验,包括35个干预组和29个比较组。理论在4项研究中被报道(13%),最常见的是自我效能理论。5项研究(16%)明确了作用机制(MoAs),通常针对有关能力的信念。我们确定了40个(93个可能的)独特的bct,干预组平均使用7.1个bct (SD: 4.8),而对照组平均使用5.3个bct (SD: 4.3)。在基于cgm的生物反馈干预中,最常实施的BCT类别是“反馈和监测”(n = 35/ 35,100%),“塑造知识”(n = 28/ 35,80%)和“社会支持”(n = 22/ 35,63%)。支持使用CGM并促进饮食和身体活动改变的常用btc包括“生物反馈”(n = 35/35; 100%)、“如何执行行为的指导”(n = 19/35; 54%)和“可靠来源”(n = 14/35; 40%)。单变量线性回归未发现任何个体bct或靶向行为显著降低HbA1c结果。结论:使用CGM改变成年人群行为的随机对照试验包括一系列bct,主要关注支持CGM实施本身的bct。未来的研究应检查在支持CGM摄取和使用时,与在结合基于CGM的生物反馈促进更广泛的健康行为改变时,bct是否通过不同的moa发挥作用。
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引用次数: 0
Effectiveness of booster strategies to promote physical activity maintenance: a systematic review and meta-analysis. 促进身体活动维持的助推器策略的有效性:系统回顾和荟萃分析。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-05 DOI: 10.1186/s12966-025-01844-2
Giampiero Tarantino, Nikos Ntoumanis, Ross Neville, Chiara Cimenti, Anne Poder Petersen, Kristina Pfeffer, Alexandre Mazéas, Malte Nejst Larsen, Peter Krustrup, Cecilie Thøgersen-Ntoumani

Background: Physical activity (PA) is essential for physical and mental health, yet sustaining long-term PA engagement remains a challenge. Booster strategies-follow-up contacts delivered after the end of interventions-have been proposed as a strategy to support PA maintenance, but their effectiveness remains unclear. The primary objective of this systematic review and meta-analysis was to classify the boosters used in PA interventions depending on their type and number. The secondary objective was to explore the efficacy of boosters in supporting participants' PA maintenance.

Methods: A systematic search was conducted across seven databases, up to February 2025. Randomised controlled trials were included if they incorporated boosters and reported PA outcomes. Risk of bias was assessed using the RoB 2 tool. Meta-analysis examined changes in moderate-to-vigorous physical activity (MVPA) from baseline to the last available follow-up, and moderation analysis explored the effects of booster type, number of boosters administered, and follow-up duration on changes in MVPA. Studies not suitable for meta-analysis were synthesised narratively.

Results: Forty studies were included in the systematic review. The most common types of boosters used were phone calls and text messages, which were employed either alone or in combination with other types. 16 studies provided data for inclusion in the meta-analysis. There was conclusive evidence that including a booster in the intervention led to sustained increases in PA levels at follow-up. The estimated added effect of the booster over the intervention alone was a 6% increase. There was also conclusive evidence of increased MVPA for interventions with more boosters, and interventions that used remote and mixed-format delivery (vs in-person only) boosters. Finally, results showed conclusive evidence of increased MVPA for interventions that assessed MVPA using self-reported measures.

Conclusions: Our findings suggest a trend indicating that boosters may support the maintenance of PA. Higher number of boosters and delivery through remote or mixed formats showed promising trends. Future research should also explore optimal booster numbers and formats to clarify their role in sustaining PA.

Registration: PROSPERO (CRD42024510018); Protocol also available on Open Science Framework (OSF): https://osf.io/6abkw/?view_only=915375148520427db3dca76d2c32934d .

背景:体育活动(PA)对身心健康至关重要,但保持长期的PA参与仍然是一个挑战。助推器策略——在干预结束后进行的后续接触——已被提议作为支持PA维持的策略,但其有效性尚不清楚。本系统综述和荟萃分析的主要目的是根据其类型和数量对PA干预中使用的助推器进行分类。次要目的是探讨助推器在支持参与者PA维持方面的功效。方法:系统检索7个数据库,截止到2025年2月。纳入随机对照试验,如果他们纳入了助推剂和报告的PA结果。使用RoB 2工具评估偏倚风险。荟萃分析检查了从基线到最后一次随访期间中高强度体力活动(MVPA)的变化,适度分析探讨了增强类型、增强次数和随访时间对MVPA变化的影响。不适合进行荟萃分析的研究以叙述的方式进行综合。结果:系统评价纳入了40项研究。最常用的助推器是电话和短信,它们可以单独使用,也可以与其他助推器结合使用。16项研究提供了纳入meta分析的数据。有确凿的证据表明,在干预中加入助推器导致随访时PA水平持续升高。与单独干预相比,增强剂的估计附加效果增加了6%。还有确凿的证据表明,使用更多助推器的干预措施以及使用远程和混合形式交付(与仅面对面)助推器的干预措施的MVPA增加。最后,结果显示了确凿的证据,表明使用自我报告的措施评估MVPA的干预措施增加了MVPA。结论:我们的研究结果表明,助推器可能支持PA的维持。越来越多的助推器和通过远程或混合形式交付显示出有希望的趋势。未来的研究还应探索最佳的助推器数量和格式,以阐明其在维持PA中的作用。注册:PROSPERO (CRD42024510018);协议也可在开放科学框架(OSF)上获得:https://osf.io/6abkw/?view_only=915375148520427db3dca76d2c32934d。
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引用次数: 0
Predicting diet quality and food consumption at eating occasions using contextual factors: an application of machine learning models. 使用上下文因素预测饮食质量和饮食场合的食物消耗:机器学习模型的应用。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-04 DOI: 10.1186/s12966-025-01818-4
Nancy R Tran, Yuxin Zhang, Rebecca M Leech, Sarah A McNaughton
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引用次数: 0
Longitudinal associations between food fussiness and parental feeding behaviors in Chinese children: between- and within-person effects. 中国儿童食物焦虑与父母喂养行为的纵向关联:人与人之间的影响。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-04 DOI: 10.1186/s12966-025-01830-8
Fangge Qu, Yujia Chen, Xinyi Song, Xiaoxue Wei, Zhihui Zhao, Chenjun Wu, Ruxing Wu, Jian Wang, Xianqing Tang, Jinjin Chen, Daqiao Zhu

Background: The directionality of longitudinal associations between children's food fussiness and parental feeding behaviors remains contested. This study aimed to assess the dynamic relationship between children's food fussiness and feeding behaviors.

Methods: To disentangle these effects, this study employed cross-lagged panel models (CLPMs) and random-intercept cross-lagged panel models (RI-CLPMs) using longitudinal data from 588 Chinese children (Mean age = 3.7 years, SD = 0.3, 51.7% boys) across three waves over two years. CLPMs capture between-person associations, while RI-CLPMs isolate within-person dynamics over time. Within-person effects represent how temporary deviations predict subsequent changes beyond stable traits, whereas between-person effects reflect enduring cross-family differences.

Results: Analyses revealed distinct patterns depending on the feeding behavior and model type: for restrictions, the CLPM showed parent-driven effects (restrictions at 3.7 years→ fussiness at 4.8 years, β = -0.104, p = 0.003), whereas the RI-CLPM identified child-driven effects (fussiness at 4.8 years → restrictions at 5.7 years, β = 0.179, p = 0.033). Both models consistently revealed child-driven effects for pressure to eat (CLPM: β = 0.151, p = 0.002; RI-CLPM: β = 0.218, p = 0.013). Food as a reward showed bidirectionality in CLPM (reward at 4.8 years → fussiness at 5.7 years: β = 0.112, p < 0.001; fussiness at 4.8 years→ reward at 5.7 years: β = 0.144, p = 0.005) but no significant cross-lagged paths in the RI-CLPM. Notably, the multi-group analysis revealed no moderating effect of child sex.

Conclusions: After accounting for stable between-person differences, RI-CLPM findings reveal that child food fussiness prospectively drives increases in parental use of restriction and pressure to eat at the within-person level. This suggests that these specific feeding behaviors may function more as reactive responses to children's eating behaviors than as caregiver-initiated strategies.

背景:儿童食物焦虑与父母喂养行为之间的纵向关联的方向性仍然存在争议。本研究旨在探讨儿童食物挑剔与喂养行为之间的动态关系。方法:为了研究这些影响,本研究采用了交叉滞后面板模型(clpm)和随机截距交叉滞后面板模型(ri - clpm),使用了588名中国儿童(平均年龄= 3.7岁,SD = 0.3, 51.7%的男孩)在两年内的三波纵向数据。clpm捕获人与人之间的联系,而ri - clpm随着时间的推移孤立人与人之间的动态。人内效应代表了暂时的偏差如何预测稳定特征之外的后续变化,而人间效应则反映了持久的跨家族差异。结果:分析揭示了不同摄食行为和模型类型的不同模式:对于限制,CLPM表现出父母驱动的效应(3.7岁时限制→4.8岁时躁动,β = -0.104, p = 0.003),而RI-CLPM表现出儿童驱动的效应(4.8岁时躁动→5.7岁时限制,β = 0.179, p = 0.033)。两个模型都一致地揭示了儿童驱动的进食压力效应(CLPM: β = 0.151, p = 0.002; RI-CLPM: β = 0.218, p = 0.013)。在CLPM中,食物作为奖励表现出双向性(4.8岁时的奖励→5.7岁时的烦躁:β = 0.112, p)。结论:在考虑了稳定的人与人之间的差异后,RI-CLPM的研究结果表明,儿童对食物的烦躁可能会导致父母在个人层面上使用限制和压力进食的增加。这表明,这些特定的喂养行为可能更多地是对儿童饮食行为的反应性反应,而不是作为照顾者发起的策略。
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引用次数: 0
Effective components of integrated motivational interviewing and cognitive behavioural therapy for lifestyle behaviour change: a modified Delphi study. 生活方式行为改变的综合动机访谈和认知行为疗法的有效成分:一项修正德尔菲研究。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-03 DOI: 10.1186/s12966-025-01816-6
Stephen Barrett, Stephen Begg, Ashley R Dunford, Paul O'Halloran, Jeff Breckon, Emily Denniss, Kane Rodda, Sarah Hardcastle, Paul W Marshall, Tim Anstiss, Dominika Kwasnicka, Benjamin Bohman, Cathy Atkinson, Nicholas F Taylor, Cameron Randall, Colin Greaves, Kate Hall, Brea Kunstler, Jeroen Lakerveld, Denise Goodwin, Cheryce Harrison, Roland Devlieger, Dane Halliwell, Daniel Faustino-Silva, Michel Kingsley
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引用次数: 0
Correction to: Secular trends and sociodemographic disparities in physical activity among adults in eleven African countries: WHO STEPS 2003-2020. 修正:11个非洲国家成年人身体活动的长期趋势和社会人口差异:世卫组织2003-2020年步骤。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-30 DOI: 10.1186/s12966-025-01841-5
Adewale L Oyeyemi, Raphael H O Araujo, Umar A Hassan, Edward Ofori, Chad Stecher, André O Werneck
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引用次数: 0
Profiling users and non-users of meal delivery services in Belgium using latent class analysis. 分析用户和非用户的送餐服务在比利时使用潜在类分析。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-30 DOI: 10.1186/s12966-025-01827-3
Laura Helena Oostenbach, Matthew Keeble, Thomas Vanoutrive, Maartje P Poelman, Carlijn B M Kamphuis, Wendy Van Lippevelde, Lukar Thornton
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引用次数: 0
The "Eat Less Meat" one-month challenge: a randomized controlled trial of a meat reduction pledge intervention among French university students. “少吃肉”为期一个月的挑战:在法国大学生中进行的一项肉类减少承诺干预的随机对照试验。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-27 DOI: 10.1186/s12966-025-01831-7
Lucile Marty, Manon Biehlmann, Anne Louveau, Delphine Poquet, Eric Robinson

Background: Encouraging the shift towards more plant-based diets in new generations is one of the major current challenges to preserve population and planetary health. Personal pledges to reduce meat consumption could motivate behaviour change, but have received limited scientific testing. We examined the effect of a "Eat Less Meat" one-month challenge on immediate and long-term meat consumption of university students.

Methods: In January 2023, 366 university students (21 ± 3.2 years old) consented to participate in the "Eat Less Meat" one-month challenge and were randomized to the intervention group (n = 187, challenge in February 2023) or the wait list control group (n = 179, challenge in June 2023). Neither participants nor investigators were masked to group assignment. Participants chose between three meat reduction objectives: consuming meat 0, 3, or 6 times a week. They received a meat-free recipe book and followed an Instagram account where motivational information was posted daily during one month. All the participants completed a food frequency questionnaire in January (T0, before), February (T1, during), and May 2023 (T2, three months after the challenge) and data on meat consumption were analysed using linear mixed models.

Results: The participants in the "Eat less meat" one-month challenge reduced their meat consumption by -67 g/day (95% CI [-82; -53]) during the challenge and by -50 g/day (95% CI [-68; -31]) three months later. The decrease was greater than in the control group by -34 g/day (95% CI [-55; -14]) during the challenge, but there was no significant difference between intervention and control group at three months follow-up.

Conclusions: The "Eat Less Meat" one-month challenge may be a promising strategy to drive short-term reductions in meat consumption and further work to improve longer-term effectiveness is now warranted.

Trial registration: The trial was pre-registered prior to data collection at Clinicaltrials.gov (NCT05752786).

背景:鼓励新一代转向更多的植物性饮食是当前保护人口和地球健康的主要挑战之一。减少肉类消费的个人承诺可能会激发行为改变,但科学测试有限。我们研究了“少吃肉”为期一个月的挑战对大学生近期和长期肉类消费的影响。方法:2023年1月,366名大学生(21±3.2岁)同意参加“少吃肉”为期一个月的挑战,并随机分为干预组(n = 187,于2023年2月发起挑战)和等候名单对照组(n = 179,于2023年6月发起挑战)。参与者和调查人员都没有被隐瞒小组分配。参与者在三个减肉目标中选择:每周吃肉0次、3次或6次。他们收到了一本无肉食谱,并关注了一个Instagram账户,在一个月的时间里,该账户每天都会发布激励信息。所有参与者分别在2023年1月(T0,之前)、2月(T1,期间)和5月(T2,挑战后三个月)完成了一份食物频率问卷,并使用线性混合模型分析了肉类消费数据。结果:在“少吃肉”的一个月挑战中,参与者在挑战期间减少了-67克/天(95% CI[-82; -53]),三个月后减少了-50克/天(95% CI[-68; -31])。在挑战期间,减少量比对照组大-34 g/天(95% CI[-55; -14]),但在三个月的随访中,干预组与对照组之间没有显着差异。结论:“少吃肉”为期一个月的挑战可能是一个有希望的策略,可以推动短期内减少肉类消费,现在需要进一步努力提高长期效果。试验注册:该试验在收集数据之前在Clinicaltrials.gov (NCT05752786)上进行了预注册。
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引用次数: 0
Byte into sustainability: a scoping review of digital food environment attributes that shape consumers' sustainability perceptions, attitudes, intentions, and behaviours. Byte into sustainability:对影响消费者可持续性观念、态度、意图和行为的数字食品环境属性进行范围审查。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-27 DOI: 10.1186/s12966-025-01832-6
Hannah Boen, Louise Glenisson, Lotte Hallez, Tim Smits
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引用次数: 0
The association between exposure to food marketing and dietary intake among youth in six countries. 六个国家青少年接触食品营销与饮食摄入之间的关系。
IF 5.5 1区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-21 DOI: 10.1186/s12966-025-01828-2
Laura Vergeer, Grace Gillis, Vicki L Rynard, Lana Vanderlee, Christine M White, Claudia Nieto, David Hammond, Monique Potvin Kent

Background: While food marketing to youth is associated with harmful behavioural and dietary outcomes, few studies have assessed differences in this relationship between countries. This study examined the association between exposure to food marketing and dietary intakes among youth in six countries.

Methods: A cross-sectional analysis of International Food Policy Study 2023 Youth Survey data examined the relationship between self-reported exposure to marketing for less healthy (fast food, sugary drinks, sugary cereals, snacks, desserts/treats) and healthy (fruits, vegetables) food categories across various media/settings in the past 30 days and consumption of these foods yesterday among youth 10-17 years-old in Canada, Australia, Chile, Mexico, the United Kingdom and the United States (n=9057). Associations of food consumption with exposure to marketing of food categories and marketing techniques (e.g., characters, famous people) in food advertisements, and differences in associations between countries, were examined using binary and ordinal logistic regression.

Results: In all countries, youth reporting more frequent exposure to marketing of all less healthy food categories had higher odds of having consumed those foods yesterday (p < 0.05 for all), except snacks in Mexico. Compared with no exposure to marketing techniques, exposure to ≥ 1 marketing technique(s) in less healthy food advertisements was associated with higher odds of having consumed sugary drinks (AOR: 1.44; 95% CI: 1.21, 1.72), fast food (AOR: 1.69; 95% CI: 1.40, 2.03), sugary cereals (AOR: 1.26; 95% CI: 1.05, 1.51) and desserts/treats yesterday (AOR: 1.42; 95% CI: 1.18, 1.71) among youth in all countries. Consumption of snacks was associated with exposure to ≥ 1 marketing technique(s) in less healthy food advertisements in Australia (AOR: 1.61; 95% CI: 1.09, 2.34), Chile (AOR: 1.63; 95% CI: 1.12, 2.36) and Mexico (AOR: 2.13; 95% CI: 1.39, 3.26). Positive associations between frequency of exposure to marketing of fruits and vegetables and the number of times these foods were consumed yesterday were observed in all countries (p < 0.05), except vegetable consumption in the UK.

Conclusions: These results support the association between exposure to food marketing and consumption of marketed foods. Findings were similar between countries, reinforcing the need for global implementation of restrictions on food marketing to youth.

背景:虽然针对青少年的食品营销与有害行为和饮食结果有关,但很少有研究评估了国家间这种关系的差异。这项研究调查了六个国家的年轻人接触食品营销和饮食摄入量之间的关系。方法:对国际食品政策研究2023年青年调查数据的横断面分析检验了过去30天内各种媒体/环境中自我报告的不健康(快餐、含糖饮料、含糖谷物、零食、甜点/零食)和健康(水果、蔬菜)食品类别的营销与加拿大、澳大利亚、智利、墨西哥、英国和美国10-17岁青年(n=9057)昨天消费这些食品之间的关系。使用二元和有序逻辑回归检验了食品消费与食品广告中食品类别和营销技巧(如人物、名人)的营销接触之间的关联,以及国家之间关联的差异。结果:在所有国家中,报告更频繁地接触到所有不健康食品类别营销的年轻人昨天消费这些食品的几率更高(p)。结论:这些结果支持接触食品营销与消费市场食品之间的联系。各国之间的调查结果相似,这加强了在全球范围内实施限制向青年推销食品的必要性。
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引用次数: 0
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International Journal of Behavioral Nutrition and Physical Activity
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