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设定行为改变目标并接受挑战——对参与者与数字多健康行为干预互动的分析:混合方法研究

Setting Goals and Accepting Challenges for Behavior Change-Analysis of Participants' Interactions With a Digital Multiple Health Behavior Intervention: Mixed Methods Study.

作者信息

Åsberg Katarina, Löf Marie, Bendtsen Marcus

机构信息

Division of Society and Health, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, 58183, Sweden, 46 13281000.

Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden.

出版信息

JMIR Hum Factors. 2025 Aug 29;12:e66208. doi: 10.2196/66208.

Abstract

BACKGROUND

Digital interventions are effective in promoting healthy behaviors and are recognized as one of many strategies for achieving healthier populations. These interventions often include goal-setting, but the practical application and fidelity of goal setting, especially when targeting multiple health behaviors, remain underexplored. In a factorial randomized trial, we included goal-setting as one of six behavior change components in the digital intervention "Buddy," targeting university and college students' alcohol, diet, physical activity, and smoking behaviors. However, we found no strong and consistent evidence of an effect of goal-setting alone on any of the outcomes, highlighting the need to investigate how participants used this component.

OBJECTIVE

This case study of Buddy aimed to gain insight into participants' interactions with the goal-setting component. Specific objectives were to identify the characteristics of participants who used this component and to analyze participants' self-authored content.

METHODS

This study combined fidelity and effectiveness findings and involved 1704 participants from 18 universities and colleges in Sweden. Self-authored goals and challenges were analyzed using summative content analysis. Logistic and negative binomial regression analyses were conducted to estimate the odds of setting a goal, selecting or self-authoring a challenge, to estimate the odds of setting a goal with respect to a specific behavior, and to estimate the frequency of selecting or self-authoring different behavioral challenges.

RESULTS

Of the 850 participants given access to the goal setting and challenges component, 427 (50%) set at least one goal and 403 (47%) selected or self-authored at least one challenge. A total of 607 goals were set, with most participants setting one goal (336/427, 79%). Goals primarily targeted physical activity (n=302), dietary behavior (n=140), and multiple health behaviors (n=53), typically combining physical activity with diet, alcohol, smoking, or sleep. Other goals included study performance, mental health, sleep, and mobile phone use (n=73). Fewer goals concerned alcohol (n=19) or tobacco (n=17). Participants selected 1506 challenges from 41 premade challenges, with dietary behavior challenges being most popular (667/1506, 44%). An additional 170 challenges were self-authored. Participants' baseline characteristics were associated with the odds of setting goals targeting specific behaviors and the frequency of selecting or self-authoring challenges targeting specific behaviors.

CONCLUSIONS

Our analyses suggest that, while goal-setting is theoretically grounded, and participants used Buddy in ways that suited their personal needs, this did not translate to measurable behavior change in the study population. The self-authored content showed how participants used the component and provided insights into how they articulate behavior change in terms of personal goals, challenges, strategies for action, motivation plans, and rewards. Future research should explore the conditions under which goal-setting may be more or less effective, to better understand its nuances and potential benefits.

摘要

背景

数字干预在促进健康行为方面是有效的,并且被认为是实现更健康人群的众多策略之一。这些干预措施通常包括目标设定,但目标设定的实际应用和保真度,尤其是针对多种健康行为时,仍未得到充分探索。在一项析因随机试验中,我们将目标设定作为数字干预“伙伴”(Buddy)中六个行为改变组成部分之一,该干预针对大学生的饮酒、饮食、体育活动和吸烟行为。然而,我们没有发现有力且一致的证据表明仅目标设定对任何结果有影响,这凸显了调查参与者如何使用这一组成部分的必要性。

目的

本关于“伙伴”的案例研究旨在深入了解参与者与目标设定组成部分的互动情况。具体目标是确定使用该组成部分的参与者的特征,并分析参与者自己撰写的内容。

方法

本研究结合了保真度和有效性研究结果,涉及来自瑞典18所大学的1704名参与者。使用总结性内容分析法对参与者自己设定的目标和挑战进行分析。进行逻辑回归和负二项回归分析,以估计设定目标、选择或自己撰写挑战的几率,估计针对特定行为设定目标的几率,以及估计选择或自己撰写不同行为挑战的频率。

结果

在850名有权使用目标设定和挑战组成部分的参与者中,427名(50%)设定了至少一个目标,403名(47%)选择或自己撰写了至少一个挑战。总共设定了607个目标,大多数参与者设定了一个目标(336/427,79%)。目标主要针对体育活动(n = 302)、饮食行为(n = 140)和多种健康行为(n = 53),通常将体育活动与饮食、饮酒、吸烟或睡眠相结合。其他目标包括学习成绩、心理健康、睡眠和手机使用(n = 73)。涉及饮酒(n = 19)或烟草(n = 17)的目标较少。参与者从41个预先设定的挑战中选择了1506个挑战,饮食行为挑战最受欢迎(667/1506,44%)。另外还有170个挑战是参与者自己撰写的。参与者的基线特征与针对特定行为设定目标的几率以及针对特定行为选择或自己撰写挑战的频率相关。

结论

我们的分析表明,虽然目标设定有理论依据,且参与者以符合其个人需求的方式使用了“伙伴”,但这并未转化为研究人群中可测量的行为改变。参与者自己撰写的内容展示了他们如何使用该组成部分,并深入了解了他们如何根据个人目标、挑战、行动策略、激励计划和奖励来阐述行为改变。未来的研究应探索目标设定可能更有效或效果较差的条件,以更好地理解其细微差别和潜在益处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ae7/12396776/77f538a1b731/humanfactors-v12-e66208-g001.jpg

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