Anticipation and Motivation as Predictors of Leisure and Social Enjoyment and Engagement in Young People With Depression Symptoms: Ecological Momentary Assessment Study

预测(人工智能) 心理学 萧条(经济学) 休闲活动 发展心理学 生态学 临床心理学 社会心理学 经济 计算机科学 生物 人工智能 宏观经济学
作者
Angad Sahni,Ciara McCabe
出处
期刊:JMIR mental health [JMIR Publications Inc.]
卷期号:12: e74427-e74427 被引量:2
标识
DOI:10.2196/74427
摘要

Abstract Background Participating in leisure and social activities can alleviate depression symptoms, yet effective strategies to enhance enjoyment and maintain long-term engagement remain scarce. Gaining insight into the reward subcomponents that influence daily experiences and drive behavior could uncover novel targets for intervention. Objective This study examines the role of anticipation and motivation in predicting enjoyment and engagement in leisure activities and socializing among young people, and how these relationships are moderated by depression severity, using intensive longitudinal ecological momentary assessments. Methods Participants (N=80; mean age 20, SD 2.3 years) used the Psymate2 smartphone app to report mood, enjoyment, current and anticipated activities, and social company 7 times daily for 6 days. Activity categories were relaxation, exercise, other leisure, work or school, studying, chores, shopping, hygiene, eating or drinking, and traveling, and company categories were partner, friends, family, colleagues, acquaintances, strangers, and nobody. Anticipation (anticipatory pleasure and expectation) and motivation (interest and preference) for upcoming activities were rated on Likert scales. Participants were grouped by depression severity, measured using the Mood and Feelings Questionnaire (MFQ): high (HD, MFQ ≥27, N=42), moderate (MD, MFQ 16‐27, N=16), and low, that is, controls (C, MFQ ≤16, N=22). Totally, 2316 assessments met inclusion criteria. Results Leisure activities (relaxation, exercise, and other leisure) and social company (partner, friends, and family) were rated most enjoyable across all groups. Higher depression symptoms were associated with reduced enjoyment of studying (β=−.03; P =.005), eating or drinking (β=−.02; P =.02), and other leisure activities (β=−.02; P =.02), as well as lower engagement in work or school (β=−.26; P =.02) and hygiene (β=−.08; P =.03), and increased inactivity (β=.17; P =.03). Time-lagged multilevel analyses showed that anticipatory pleasure predicted greater enjoyment across all activities (β=.12; P <.001) and social contexts (β=.33; P <.001), with consistent effects in controls and the high depression group. However, the more an activity was expected to happen, the less enjoyment was experienced in the whole sample (β=−.006; P =.001) and high depression group (β=−.008; P =.001) but not controls. Anticipatory pleasure and motivation (preference) predicted leisure engagement in the whole sample (β=.19, P =.003; β=.11, P <.001) and controls (β=.43, P =.005; β=.17, P =.048) but not the depression groups. Anticipatory pleasure predicted only leisure engagement in the high depression group when predictors and outcomes were matched for the same event (β=.22; P =.001). Anticipatory pleasure predicted social engagement in the whole sample (β=.095; P =.047) and controls (β=.34; P =.003), but not in the depression groups. Conclusions These findings highlight the importance of anticipatory pleasure and intrinsic motivation in shaping young people’s engagement and enjoyment of daily activities. Structured or externally driven contexts may dampen enjoyment—especially among those with depression—underscoring the need for novel interventions targeting anticipation and motivation to enhance sustained participation in rewarding activities, leading to improved well-being in individuals with depression.
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