Personalised Interactive Music Systems for Physical Activity and Exercise: A Systematic Review and Meta-Analysis

Andrew Danso, Tiia Kekäläinen, Friederike Koehler, Keegan Knittle, Patti Nijhuis, Iballa Burunat, Pedro Neto, Anastasios Mavrolampados, William M. Randall, Alessandro Ansani, Timo Rantalainen, Vinoo Alluri, Martin Hartmann, Rebecca S. Schaefer, Rebekah Rousi, Kat R. Agres, Jennifer MacRitchie, Petri Toiviainen, Suvi Saarikallio, Sebastien Chastin, Geoff Luck
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Abstract

The use of Personalised Interactive Music Systems (PIMS) may provide benefits in promoting physical activity levels. This systematic review and meta-analysis was conducted to assess the overall impact of PIMS in physical activity and exercise domains. Separate random effects meta-analyses were conducted for outcomes in physical activity levels, physical exertion, rate of perceived exertion (RPE), and affect. In total, 18 studies were identified. Of these, six studies (with 17 total intervention arms) reported data on at least one outcome of interest, from which an effect size could be calculated. PIMS were significantly associated with beneficial changes in physical activity levels (g = 0.49, CI [0.07, 0.91], p = 0.02, k = 4, n = 76) and affect (g = 1.68, CI [0.15, 3.20], p = 0.03, k = 4, n = 122). However, no significant benefit of PIMS use was found for RPE (g = 0.72, CI [™0.14, 1.59], p = 0.10, k = 3, n = 77) or physical exertion (g = 0.79, CI [-0.64, 2.10], p = 0.28, k = 5, n = 142). Overall, results support the preliminary use of PIMS across a variety of physical activities to promote physical activity levels and positive affect.
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促进体育活动和锻炼的个性化互动音乐系统:系统回顾与元分析
使用个性化互动音乐系统(PIMS)可以提高身体活动水平。本系统综述和荟萃分析旨在评估 PIMS 在体力活动和锻炼领域的总体影响。针对体力活动水平、体力消耗、感知消耗率 (RPE) 和情感方面的结果分别进行了随机效应荟萃分析。总共确定了 18 项研究。其中,6 项研究(共有 17 个干预臂)报告了至少一项相关结果的数据,并据此计算出了效应大小。PIMS 与体力活动水平(g = 0.49,CI [0.07,0.91],p = 0.02,k = 4,n = 76)和情绪(g = 1.68,CI [0.15,3.20],p = 0.03,k = 4,n = 122)的有益变化有明显关联。然而,使用 PIMS 对 RPE(g = 0.72,CI [™0.14,1.59],p = 0.10,k = 3,n = 77)或体力消耗(g = 0.79,CI [-0.64,2.10],p = 0.28,k = 5,n = 142)没有明显益处。总之,研究结果支持在各种体育活动中初步使用 PIMS 来提高体育活动水平和积极情绪。
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