ArticleJMIR mental health2019
Influence of Personality and Differences in Stress Processing Among Finnish Students on Interest to Use a Mobile Stress Management App: Survey Study.
Article in JMIR mental health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 54 citations in OpenAlex.
- Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review.Journal of medical Internet research · 2021Pooled it
- User Character Strengths and Engagement Prediction on a Digital Mental Health Platform for Young People: Longitudinal Observational Study.Journal of medical Internet research · 2025Observational
- The Relationship Between Childhood Abuse, Personality, and Depression: A Narrative Review.Alpha psychiatry · 2025Review
- Usability and Quality of the JoyPop App: Prospective Evaluation Study.JMIR human factors · 2025Article
- Determinants of Patient Use of Telemental Health Services: Representative Cross-Sectional Survey From Germany.JMIR mental health · 2025Article
- How mental health status and attitudes toward mental health shape AI Acceptance in psychosocial care: a cross-sectional analysis.BMC psychology · 2025Article
- The mediating role of the big five personality traits in the relationship between self-efficacy and depressive symptoms among Chinese university students.Frontiers in psychiatry · 2025Article
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.JMIR mental health · 2024Article
- The engagement problem: A review of engagement with digital mental health interventions and recommendations for a path forward.Current treatment options in psychiatry · 2023Article
- Article
- The Big Five Personality Traits as Predictors of Negative Emotional States in University Students in Taiwan.International journal of environmental research and public health · 2022Article
- A measure for assessment of beneficial and harmful fortitude: development and initial validation of the Sisu Scale.Heliyon · 2022Article
- Development of an Auxiliary Platform (Mentali) for the Primary Screening of Anxiety and Depression in Young Adults.International journal of environmental research and public health · 2022Article
- Introducing mobile apps to promote the well-being of German and Italian university students. A cross-national application of the Technology Acceptance Model.Current psychology (New Brunswick, N.J.) · 2022Article
- Understanding Mental Health App Use Among Community College Students: Web-Based Survey Study.Journal of medical Internet research · 2021Article
- Article
- App-Tailoring Requirements to Increase Stress Management Competencies Within Families: Cross-sectional Survey Study.Journal of medical Internet research · 2021Article
- Closeness to Parents and Experiencing Threats with COVID-19 Mediates the Link between Personality and Stress among Adolescents.International journal of environmental research and public health · 2021Article
- Article
- Exploring User-Related Drivers of the Early Acceptance of Certified Digital Stress Prevention Programs in Germany.Health services insights · 2020Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundExcessive stress has a negative impact on many aspects of life for both individuals and societies, from studying and working to health and well-being. Each individual has their unique level of stress-proneness, and positive or negative outcomes of stress may be affected by it. Technology-aided interventions have potential efficacy in the self-management of stress. However, current Web-based or mobile stress management solutions may not reach the individuals that would need them the most, that is, stress-sensitive people.
objectiveThe aim of this study was to examine how personality is associated with stress among Finnish university students and their interest to use apps that help in managing stress.
methodsWe used 2 structured online questionnaires (combined, n=1001) that were advertised in the University of Helsinki's mailing lists. The first questionnaire (n=635) was used to investigate intercorrelations between the Big Five personality variables (neuroticism, extraversion, openness, agreeableness, and conscientiousness) and other stress-related background variables. The second questionnaire (n=366) was used to study intercorrelations between the above-mentioned study variables and interest in using stress management apps.
resultsThe quantitative findings of the first questionnaire showed that higher levels of extraversion, agreeableness, and conscientiousness were associated with lower self-reported stress. Neuroticism, in turn, was found to be strongly associated with rumination, anxiety, and depression. The findings of the second questionnaire indicated that individuals characterized by the Big Five personality traits of neuroticism and agreeableness were particularly interested to use stress management apps (r=.27, P<.001 and r=.11, P=.032, respectively). Moreover, the binary logistic regression analysis revealed that when a person's neuroticism is one SD above average (ie, it is higher than among 84% of people), the person has roughly 2 times higher odds of being interested in using a stress management app. Respectively, when a person's agreeableness is one SD above average, the person has almost 1.4 times higher odds of being interested in using a stress management app.
conclusionsOur results indicated that personality traits may have an influence on the adoption interest of stress management apps. Individuals with high neuroticism are, according to our results, adaptive in the sense that they are interested in using stress management apps that may benefit them. On the contrary, low agreeableness may lead to lower interest to use the mobile stress management apps. The practical implication is that future mobile stress interventions should meaningfully be adjusted to improve user engagement and support health even among less-motivated users, for instance, to successfully engage individuals with low agreeableness.
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