Evidence map›Paper›PMID 40895119›Full record

ReviewInternet interventions2025

How do we know that they actually use it? Exploring measures of adherence to stress management strategies in university students: A systematic review.

Laurianne Bastien, Sohyun Cho, Julia Petrovic, Bassam Khoury, Elana Bloom, Nancy Heath

Abstract readReview
In one paragraph

Review in Internet interventions, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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.

Laurianne BastienDepartment of Educational & Counselling Psychology, McGill University, 3700 McTavish, Montreal, Quebec H3A 1Y9, Canada.
Sohyun ChoDepartment of Educational & Counselling Psychology, McGill University, 3700 McTavish, Montreal, Quebec H3A 1Y9, Canada.
Julia PetrovicDepartment of Educational & Counselling Psychology, McGill University, 3700 McTavish, Montreal, Quebec H3A 1Y9, Canada.
Bassam KhouryDepartment of Educational & Counselling Psychology, McGill University, 3700 McTavish, Montreal, Quebec H3A 1Y9, Canada.
Elana BloomCampus Wellness and Support Services, Concordia University, 1550 Maisonneuve, Montreal, Quebec H3G 1M8, Canada.
Nancy HeathDepartment of Educational & Counselling Psychology, McGill University, 3700 McTavish, Montreal, Quebec H3A 1Y9, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

University students are reporting high levels of stress that interfere with their academic performance and daily functioning. In response, higher education institutions have increasingly implemented digital, self-guided stress management resources to provide students with accessible mental health support. While these interventions show promise for improving student wellness, there is a significant gap in our understanding of how students use the strategies taught as part of these resources. This systematic review therefore examined if and how adherence (i.e., strategy use) has been measured in the context of digital self-guided stress management interventions, as well as its associations with stress and other wellness outcomes. Of the 40 studies that met eligibility criteria for the present review, 33 measured adherence (82.5 %). Specifically, nine studies measured frequency (27.2 %), eight measured completion rates (24.2 %), two measured duration (6.1 %), 12 used a combination of these approaches (36.4 %), and two (6.1 %) did not specify which approach was used. Surprisingly, although the majority of studies collected data on adherence, the associations between adherence and stress or other wellness outcomes were scarcely examined. Across studies, adherence was measured using digital analytics and/or self-report; however, barriers were identified in using these methods, including technological issues and challenges in measurement accuracy. Quality assessments revealed a moderate risk of bias. Future research should explore different approaches to enhance adherence measurement accuracy and further examine the link between adherence and wellness outcomes to determine the optimal dose of strategy use for enhancing wellness among university students.

Indexed as

AdherenceSelf-guidedStrategy useStress managementSystematic review

Identifiers

PMID40895119
PMCPMC12390854

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.