ArticleJMIR formative research2023
Investigating Relationships Among Self-Efficacy, Mood, and Anxiety Using Digital Technologies: Randomized Controlled Trial.
Article in JMIR formative research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05617248 (Feasibility and Efficacy of a Brief Digital Self-efficacy Training in University Students With Self-reported Elevated Stress), which is not on this map. Cited by 11 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Feasibility and Efficacy of a Brief Digital Self-efficacy Training in University Students With Self-reported Elevated Stress: A Randomized Controlled Trial
Who cites it
11 citing papers in PubMed.
- Navigating Discomfort: The Role of Negative Affect in Requesting Workplace Accommodations for Employees with Disabilities in the United States.Journal of occupational rehabilitation · 2026Article
- Psychometric Evaluation of Ecological Momentary Assessment Items for Mood in a Non-Clinical Sample.Brain and behavior · 2026Article
- Driven by fatigue and fear: the push-pull mechanism of information overload on reflective smartphone disengagement.Australian journal of psychology · 2026Article
- Development of Powerly, unguided mobile app intervention preventing postpartum depression and anxiety & study protocol of randomized clinical trial.Internet interventions · 2025Article
- An experimental online study on the impact of negative social media comments on anxiety and mood.Scientific reports · 2025Article
- The role of self-efficacy in internet-based interventions for mental health: A systematic review and meta-analysis.Internet interventions · 2025Review
- Digital Mental Health Interventions for Young People Aged 16-25 Years: Scoping Review.Journal of medical Internet research · 2025Article
- Using a 'Students as Partners' model to develop an authentic assessment promoting employability skills in undergraduate life science education.FEBS open bio · 2025Article
- The impact of momentary stress on autobiographical memory recall in a self-efficacy intervention.Scientific reports · 2024Article
- Natural language processing reveals differences in mental time travel at higher levels of self-efficacy.Scientific reports · 2024Article
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Authors and funding
9 authors.
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Abstract
backgroundDigital tools assessing momentary parameters and offering interventions in people's daily lives play an increasingly important role in mental health research and treatment. Ecological momentary assessment (EMA) makes it possible to assess transient mental health states and their parameters. Ecological momentary interventions (EMIs) offer mental health interventions that fit well into individuals' daily lives and routines. Self-efficacy is a transdiagnostic construct that is commonly associated with positive mental health outcomes.
objectiveThe aim of our study assessing mood, specific self-efficacy, and other parameters using EMA was 2-fold. First, we wanted to determine the effects of daily assessed moods and dissatisfaction with social contacts as well as the effects of baseline variables, such as depression, on specific self-efficacy in the training group (TG). Second, we aimed to explore which variables influenced both groups' positive and negative moods during the 7-day study period.
methodsIn this randomized controlled trial, we applied digital self-efficacy training (EMI) to 93 university students with elevated self-reported stress levels and daily collected different parameters, such as mood, dissatisfaction with social contacts, and specific self-efficacy, using EMA. Participants were randomized to either the TG, where they completed the self-efficacy training combined with EMA, or the control group, where they completed EMA only.
resultsIn total, 93 university students participated in the trial. Positive momentary mood was associated with higher specific self-efficacy in the evening of the same day (b=0.15, SE 0.05, P=.005). Higher self-efficacy at baseline was associated with reduced negative mood during study participation (b=-0.61, SE 0.30, P=.04), while we could not determine an effect on positive mood. Baseline depression severity was significantly associated with lower specific self-efficacy over the week of the training (b=-0.92, SE 0.35, P=.004). Associations between higher baseline anxiety with higher mean negative mood (state anxiety: b=0.78, SE 0.38, P=.04; trait anxiety: b=0.73, SE 0.33, P=.03) and lower mean positive mood (b=-0.64, SE 0.28, P=.02) during study participation were found. Emotional flexibility was significantly enhanced in the TG. Additionally, dissatisfaction with social contacts was associated with both a decreased positive mood (b=-0.56, SE 0.15, P<.001) and an increased negative mood (b=0.45, SE 0.12, P<.001).
conclusionsThis study showed several significant associations between mood and self-efficacy as well as those between mood and anxiety in students with elevated stress levels, for example, suggesting that improving mood in people with low mood could enhance the effects of digital self-efficacy training. In addition, engaging in 1-week self-efficacy training was associated with increased emotional flexibility. Future work is needed to replicate and investigate the training's effects in other groups and settings.
trial registrationClinicalTrials.gov NCT05617248; https://clinicaltrials.gov/study/NCT05617248.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.