Meeting people where they are: Crowdsourcing goal-specific personalized wellness practices.

PLOS digital health Pub Date : 2024-11-19 eCollection Date: 2024-11-01 DOI:10.1371/journal.pdig.0000650
Johanna E Hidalgo, Julia Kim, Jordan Llorin, Kathryn Stanton, Josh Cherian, Laura Bloomfield, Mikaela Fudolig, Matthew Price, Jennifer Ha, Natalie Noble, Christopher M Danforth, Peter Sheridan Dodds, Jason Fanning, Ryan S McGinnis, Ellen W McGinnis
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Abstract

Objectives: Despite the development of efficacious wellness interventions, sustainable wellness behavior change remains challenging. To optimize engagement, initiating small behaviors that build upon existing practices congruent with individuals' lifestyles may promote sustainable wellness behavior change. In this study, we crowd-sourced helpful, flexible, and engaging wellness practices to identify a list of those commonly used for improving sleep, productivity, and physical, emotional, and social wellness from participants who felt they had been successful in these dimensions.

Method: We recruited a representative sample of 992 U.S. residents to survey the wellness dimensions in which they had achieved success and their specific wellness practices.

Results: Responses were aggregated across demographic, health, lifestyle factors, and wellness dimension. Exploration of these data revealed that there was little overlap in preferred practices across wellness dimensions. Within wellness dimensions, preferred practices were similar across demographic factors, especially within the top 3-4 most selected practices. Interestingly, daily wellness practices differ from those typically recommended as efficacious by research studies and seem to be impacted by health status (e.g., depression, cardiovascular disease). Additionally, we developed and provide for public use a web dashboard that visualizes and enables exploration of the study results.

Conclusions: Findings identify personalized, sustainable wellness practices targeted at specific wellness dimensions. Future studies could leverage tailored practices as recommendations for optimizing the development of healthier behaviors.

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满足人们的需求:众包特定目标的个性化健康实践。
目标:尽管开发了有效的健康干预措施,但可持续的健康行为改变仍然具有挑战性。为了优化参与度,在符合个人生活方式的现有实践基础上发起一些小行为可能会促进可持续的健康行为改变。在这项研究中,我们从认为自己在这些方面取得了成功的参与者那里收集了一些有用、灵活、有吸引力的保健实践,以确定一份常用于改善睡眠、提高工作效率、改善身体、情感和社交健康的实践清单:我们招募了具有代表性的992名美国居民样本,调查他们在哪些健康方面取得了成功以及他们的具体健康实践:结果:我们根据人口统计学、健康、生活方式因素和健康维度对回答进行了汇总。对这些数据的分析表明,不同健康维度的首选做法几乎没有重叠。在健康维度中,不同人口统计因素的首选做法相似,尤其是在选择最多的前 3-4 种做法中。有趣的是,日常保健实践与研究报告通常推荐的具有疗效的实践不同,而且似乎会受到健康状况(如抑郁症、心血管疾病)的影响。此外,我们还开发并提供了一个网络仪表板供公众使用,该仪表板可将研究结果可视化并进行探索:研究结果确定了针对特定健康维度的个性化、可持续的健康实践。未来的研究可以利用量身定制的实践作为优化健康行为发展的建议。
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