Mechanisms of Behavior Change for a Digital Resistance Training Intervention: A Mediation Study

Justin M. Kompf, Jessica A Whiteley, Julie Wright, Sarah Camhi
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Abstract

ABSTRACT Introduction/Purpose Few interventions that seek to enhance resistance training behavior examine the mechanisms through which they exert their effects. Rather, many trials focus on physiological outcomes under tightly controlled training regimens. Understanding how to promote resistance training in everyday life is vital. This study aimed to examine the mediators of a remote-based 9-wk randomized controlled trial with a 4-wk self-regulation intervention period. Methods Sixty-one participants 18–35 yr of age who were not currently achieving the American College of Sports Medicine resistance training guidelines received two Zoom-based personal training sessions, resistance training equipment, and access to a Web site with training videos. After the two personal training sessions, participants were randomized to an intervention or comparison condition. Participants in the intervention condition received four weekly Zoom-based coaching calls to discuss barriers and solutions to resistance training participation. Resistance training behavior participation, self-efficacy, intention, behavioral expectations, and coping planning were assessed after the intervention period and at a follow-up 4 wk later. A mediation analysis was conducted to examine if the intervention had indirect effects on behavior through changes in any of the measured psychological variables. Results All necessary measures were completed by 96.7% of participants. After the intervention, direct effects were observed on self-efficacy (b = 0.68, standard error (SE) = 0.26, P = 0.01), intention (b = 0.77, SE = 0.27, P = 0.004), coping planning (b = 0.43, SE = 0.13, P = 0.001), and behavioral expectations (b = 19.7, SE = 5.3, P = 0.0001). Self-efficacy (b = 2.07, SE = 0.83, P = 0.01) and intention (b = 3.0, SE = 0.61, P = 0.0001) had direct effects on behavior. In the multiple mediation model, intention emerged as a significant mediator (b = 2.64, SE = 0.83, P = 0.001). Conclusion These findings suggest that changes in intention contributed to changes in behavior. Techniques that target behavioral intention may be appropriate for in-home strength-training interventions in young adults.
数字阻力训练干预的行为改变机制:调解研究
ABSTRACT 引言/目的 很少有旨在增强阻力训练行为的干预措施会研究其产生效果的机制。相反,许多试验都侧重于严格控制训练方案下的生理结果。了解如何在日常生活中促进阻力训练至关重要。本研究旨在研究一项为期 9 周的远程随机对照试验的中介因素,其中包括为期 4 周的自我调节干预期。方法 61 名年龄在 18-35 岁之间、目前未达到美国运动医学学会阻力训练指南要求的参与者接受了两次基于 Zoom 的个人训练课程、阻力训练设备以及访问包含训练视频的网站。两次个人训练结束后,参与者被随机分配到干预条件或对比条件中。干预条件下的参与者每周接受四次基于 Zoom 的辅导电话,讨论参与阻力训练的障碍和解决方案。在干预期结束后和 4 周后的随访中,对阻力训练行为参与度、自我效能感、意向、行为预期和应对计划进行了评估。我们还进行了一项中介分析,以研究干预是否会通过测量心理变量的变化对行为产生间接影响。结果 96.7% 的参与者完成了所有必要的测量。干预后,自我效能感(b = 0.68,标准误差(SE)= 0.26,P = 0.01)、意向(b = 0.77,SE = 0.27,P = 0.004)、应对计划(b = 0.43,SE = 0.13,P = 0.001)和行为预期(b = 19.7,SE = 5.3,P = 0.0001)产生了直接影响。自我效能感(b = 2.07,SE = 0.83,P = 0.01)和意向(b = 3.0,SE = 0.61,P = 0.0001)对行为有直接影响。在多重调解模型中,意向是一个重要的调解因素(b = 2.64,SE = 0.83,P = 0.001)。结论 这些研究结果表明,意向的改变有助于行为的改变。以行为意向为目标的技术可能适合于对青壮年进行家庭力量训练干预。
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