PreprintCited by 2Digital Mental Health InterventionsAnxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesPsychological Treatments and Assessments

The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.

Cerina—Cognitive Behavioral Therapy–Based Mobile App for Managing Generalized Anxiety Disorder Symptoms Among University Students: Results From a Pilot Feasibility Randomized Controlled Trial (Preprint)

Open access

Preprint — published as 10.2196/70691 · Paper page

Abstract

BACKGROUND: Generalized anxiety disorder (GAD) is common among university students due to academic pressure and financial uncertainty, among other challenges. Despite the need, the receipt of available psychological services is often low. OBJECTIVE: This study investigates the feasibility of a digital unguided cognitive behavioral therapy (CBT)–based mobile app, Cerina, and examines the likely effects of this intervention in reducing GAD symptoms compared to the waitlist control group. METHODS: Eligible students (n=158) with mild to moderate GAD symptoms were self-assessed through web-based questionnaires and were randomly allocated to the intervention group (n=79) or to the waitlist control group (n=79) following their informed consent. The intervention group had direct access to Cerina and followed CBT-based interactive sessions for 6 weeks. The waitlist control group participants had access to optional on-campus well-being services, and they were given access to Cerina 6 weeks after their randomization. Participants completed assessments on anxiety, depression, worry, and usability at three time points. Additionally, upon completing the intervention, they were invited to a web-based interview to understand the implementation of the intervention in more depth. RESULTS: On average, 13% (10/79) intervention group participants dropped out, 61% (36/69) completed the core clinical content (2 sessions), and 12% (7/69) completed the desired number of sessions (6 or 7 sessions). Analyses of the completers (2 or more sessions) revealed significant group differences in GAD (mean 8.4, SD 3.7; t42=–2.25; P=.03; d=–0.7) and worry symptoms (mean 42.3, SD 10.8; t42=–2.50; P=.02; d=–0.8), as well as functional impairment (mean 16.7, SD 2.44; t42=–2.12; P=.04; d=–0.6) in favor of the intervention group at posttest with medium to large effect sizes. The intention-to-treat analyses confirmed significant group differences in GAD (mean 8.47, SD 2.7; t156=–2.23; P=.03; d=–0.4), and there were marginally nonsignificant group differences in worry symptoms (mean 41.5, SD 8.40; t156=–1.94; P=.05; d=–0.3) in favor of the intervention group at posttest with medium effect sizes. These results suggest that the intervention had a meaningful impact on reducing GAD symptoms and a modest impact on reducing worry symptoms among participants. CONCLUSIONS: The Cerina app showed promising results in reducing GAD symptoms among students. This result supports findings from other randomized controlled trials showing that digital CBT-based interventions are effective and feasible for a wide range of age groups and populations experiencing GAD symptoms. The low number of participants completing the recommended number of sessions suggests a usability issue. To address this, the intervention could be refined through an iterative design process informed by user feedback, and the long-term impact of specific engagement features in improving usability and retention could be assessed through extended evaluations. CLINICALTRIAL: ClinicalTrials.gov NCT06146530; https://clinicaltrials.gov/study/NCT06146530 INTERNATIONAL REGISTERED REPORT: RR2-10.1136/bmjopen-2023-083554

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.2196/preprints.70691

Cites

1 of 1 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Flagged first, then by citations

Research works printed but not linked: 63

  1. 10.1192/bjo.2022.61 · DOI
  2. 10.1017/s0954579404040015 · DOI · Paper page
  3. 10.1017/s2045796011000746 · DOI · Paper page
  4. 10.1177/2167696815587422 · DOI
  5. 10.1080/07448481.2018.1451869 · DOI · Paper page
  6. 10.1037/ser0000130 · DOI
  7. 10.1002/mpr.1782 · DOI · Paper page
  8. 10.1186/s12889-021-11295-6 · DOI
  9. 10.7717/peerj.10164 · DOI · Paper page
  10. 10.7717/peerj.12528 · DOI
  11. 10.1176/appi.ps.20230414 · DOI
  12. 10.1002/9780470479216.corpsy0073 · DOI
  13. 10.1002/capr.12462 · DOI
  14. 10.1080/03069885.2020.1860191 · DOI
  15. 10.1002/wps.21069 · DOI · Paper page
  16. 10.1016/b978-0-12-814932-4.00008-2 · DOI
  17. 10.1007/978-981-32-9721-0_29 · DOI · Paper page
  18. 10.1016/j.brat.2021.104028 · DOI · Paper page
  19. 10.1016/j.invent.2018.04.002 · DOI · Paper page
  20. 10.2196/16450 · DOI
  21. 10.2196/20036 · DOI · Paper page
  22. 10.2196/mental.8324 · DOI · Paper page
  23. 10.1007/s40501-019-00178-8 · DOI · Paper page
  24. 10.1016/j.invent.2021.100493 · DOI
  25. 10.1016/j.invent.2023.100646 · DOI
  26. 10.1002/capr.12465 · DOI · Paper page
  27. 10.1136/bmjopen-2023-083554 · DOI
  28. 10.2196/27745 · DOI
  29. 10.1177/20552076221098268 · DOI
  30. 10.3389/fdgth.2023.1254929 · DOI
  31. 10.1371/journal.pone.0188785 · DOI
  32. 10.1177/0706743719839381 · DOI · Paper page
  33. 10.1186/s40814-021-00772-9 · DOI
  34. 10.1007/s10826-006-9077-2 · DOI
  35. 10.2196/30754 · DOI · Paper page
  36. 10.1080/10447310802205776 · DOI · Paper page
  37. 10.1001/archinte.166.10.1092 · DOI · Paper page
  38. 10.1016/s0005-7967(98)00031-x · DOI · Paper page
  39. 10.1046/j.1525-1497.2001.016009606.x · DOI · Paper page
  40. 10.1192/bjp.180.5.461 · DOI · Paper page
  41. 10.1201/b17972-15 · DOI
  42. 10.1016/j.jclinepi.2006.01.014 · DOI · Paper page
  43. 10.21449/ijate.1101295 · DOI
  44. 10.1109/access.2018.2877269 · DOI
  45. 10.4324/9780203771587 · DOI · Paper page
  46. 10.1080/07448481.2020.1825225 · DOI · Paper page
  47. 10.1177/0886260518755489 · DOI
  48. 10.1002/phar.2513 · DOI
  49. 10.1016/j.jad.2019.04.062 · DOI
  50. 10.1002/da.23079 · DOI · Paper page
  51. 10.1016/j.jbtep.2020.101609 · DOI · Paper page
  52. 10.1177/0706743719839381 · DOI · Paper page
  53. 10.1080/16506073.2011.576699 · DOI · Paper page
  54. 10.1016/j.beth.2024.04.004 · DOI
  55. 10.1136/eb-2018-102891 · DOI · Paper page
  56. 10.1111/jpm.12744 · DOI
  57. 10.1002/wps.21183 · DOI
  58. 10.2196/15362 · DOI · Paper page
  59. 10.1002/mpr.1759 · DOI · Paper page
  60. 10.2196/49609 · DOI
  61. 10.1111/1471-0528.15199 · DOI · Paper page
  62. 10.1111/acps.12275 · DOI · Paper page
  63. 10.2139/ssrn.4894882 · DOI

Metadata

Authors
Eylem-van Bergeijk, O., Robinson, T., Manktelow, M., Olympios, M., Poulter, S., Mane, P., Panagioti, M., Condell, J., & Leavey, G.
Affiliations
  • University of Ulster (GB)
  • Utrecht University (NL)
  • University of Manchester (GB)
Venue
JMIR mhealth and uhealth
Published
2024-12-30
Volume
13
Pages
e70691-e70691
ISSN
2291-5222 (ISSN-L)
OpenAlex
W4412999201
Cited by
2
References
1
Citations by year
2026: 1 · 2025: 1
FWCI
1.60
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • JMIR mhealth and uhealth (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research Explorer (The University of Manchester) (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Ulster University Research Portal (Ulster University) (submittedVersion, cc-by)
Funders
  • European Commission
  • Ulster University
  • Interreg
Topics
  • Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
  • Social Sciences › Psychology › Clinical Psychology › Psychological Treatments and Assessments
Keywords
generalized anxiety disorder, cognitive behavioral therapy, mobile health apps, digital mental health interventions, university students, feasibility, worry, functional disability, depression, usability, self-help intervention, academic stress, waitlist control, intention-to-treat analysis, financial uncertainty
MeSH terms
Generalized Anxiety Disorder, Adult, Anxiety Disorders, Feasibility Studies, Female, Humans, Male, Pilot Projects, Surveys and Questionnaires, Students, Universities, Cognitive Behavioral Therapy, Young Adult, Mobile Applications

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review