ReviewFrontiers in psychology2020
Optimizing Students' Mental Health and Academic Performance: AI-Enhanced Life Crafting.
Review in Frontiers in psychology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
44 citing papers in PubMed, 2 syntheses or guidelines pooled it, 162 citations in OpenAlex.
- Artificial intelligence in mental health care: a scoping review of reviews.Frontiers in psychiatry · 2026Pooled it
- The Holistic Life-Crafting Model: a systematic literature review of meaning-making behaviors.Frontiers in psychology · 2023Pooled it
- Examining the Impact of Assistive Technology on Psychological Health, Family Education, and Curriculum Research in Japan: Insights from Artificial Intelligence.Journal of autism and developmental disorders · 2024Trial
- Article
- Task complexity and AI dependency among college students: the mediating roles of cognitive load, future anxiety, and task motivation.BMC psychology · 2026Article
- Artificial intelligence in college students' mental health education: opportunities, challenges, and strategic responses.Frontiers in psychology · 2026Review
- The impact of positive attitude towards artificial intelligence and multiple mediation functions of satisfying basic psychological needs.Scientific reports · 2025Article
- Digital Conversational Agents for the Mental Health of Treatment-Seeking Youth: Scoping Review.JMIR mental health · 2025Article
- "Unveiling the burden: mental health challenges and coping strategies among moroccan medical students".BMC medical education · 2025Article
- School-Based Disease Prevention and Control Programs: A Comprehensive Analysis of Health, Academic Outcomes, and Mediating Factors.Journal of prevention (2022) · 2025Article
- Mindfulness and academic performance among nursing students in Saudi Arabia: a cross-sectional study.Scientific reports · 2025Article
- Exploring the relationship between mental health issues and academic performance of undergraduate students in a Ghanaian tertiary institution: a cross-sectional study.Discover mental health · 2025Article
- Persuasive chatbot-based interventions for depression: a list of recommendations for improving reporting standards.Frontiers in psychiatry · 2025Article
- Awakening the soul during travel: influence mechanism of memorable tourism experience on university students' life meaning.Frontiers in psychology · 2025Article
- Mindfulness as a Path to Freedom from Internet Addiction in Adolescents: A Narrative Review.Cureus · 2024Review
- Assessing AI adoption in developing country academia: A trust and privacy-augmented UTAUT framework.Heliyon · 2024Article
- Article
- Assessment of Intuitive Eating and Mindful Eating among Higher Education Students: A Systematic Review.Healthcare (Basel, Switzerland) · 2024Review
- Mind Matters: Exploring the Intersection of Psychological Factors and Cognitive Abilities of University Students by Using ANN Model.Neuropsychiatric disease and treatment · 2024Article
- Is society caught up in a Death Spiral? Modeling societal demise and its reversal.Frontiers in sociology · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
One in three university students experiences mental health problems during their study. A similar percentage leaves higher education without obtaining the degree for which they enrolled. Research suggests that both mental health problems and academic underperformance could be caused by students lacking control and purpose while they are adjusting to tertiary education. Currently, universities are not designed to cater to all the personal needs and mental health problems of large numbers of students at the start of their studies. Within the literature aimed at preventing mental health problems among students (e.g., anxiety or depression), digital forms of therapy recently have been suggested as potentially scalable solutions to address these problems. Integrative psychological artificial intelligence (AI) in the form of a chatbot, for example, shows great potential as an evidence-based solution. At the same time, within the literature aimed at improving academic performance, the online life-crafting intervention in which students write about values and passions, goals, and goal-attainment plans has shown to improve the academic performance and retention rates of students. Because the life-crafting intervention is delivered through the curriculum and doesn't bear the stigma that is associated with therapy, it can reach larger populations of students. But life-crafting lacks the means for follow-up or the interactiveness that online AI-guided therapy can offer. In this narrative review, we propose to integrate the current literature on chatbot interventions aimed at the mental health of students with research about a life-crafting intervention that uses an inclusive curriculum-wide approach. When a chatbot asks students to prioritize both academic as well as social and health-related goals and provides personalized follow-up coaching, this can prevent -often interrelated- academic and mental health problems. Right on-time delivery, and personalized follow-up questions enhance the effects of both -originally separated- intervention types. Research on this new combination of interventions should use design principles that increase user-friendliness and monitor the technology acceptance of its participants.
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What OpenQuestion holds
Registered trials
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.