Evidence map›Paper›PMID 32581935›Full record

ReviewFrontiers in psychology2020

Optimizing Students' Mental Health and Academic Performance: AI-Enhanced Life Crafting.

Izaak Dekker, Elisabeth M De Jong, Michaéla C Schippers, Monique De Bruijn-Smolders, Andreas Alexiou, Bas Giesbers

Open access · goldAbstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 2 pooled it
9.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

44 citing papers in PubMed, 2 syntheses or guidelines pooled it, 162 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Izaak DekkerDepartment of Technology and Operations Management, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands.
Elisabeth M De JongDepartment of Technology and Operations Management, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands.
Michaéla C SchippersDepartment of Technology and Operations Management, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands.
Monique De Bruijn-SmoldersDepartment of Technology and Operations Management, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands.
Andreas AlexiouDepartment of Technology and Operations Management, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands.
Bas GiesbersInformation Management and Consulting, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands.
Erasmus University Rotterdam · NLRotterdam University of Applied Sciences · NLTilburg University · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

academic achievementacademic performanceacademic successchatbotgoal settinglife craftingmental healthwell-being

Identifiers

PMID32581935
PMCPMC7286028
OpenAlexW3033432616

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.