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Record W4407382134 · doi:10.1177/20552076251317558

Satisfaction with a daily supportive text messaging program aimed at promoting psychological well-being of educators: Outcomes from implementation of the Wellness4Teachers

2025· article· en· W4407382134 on OpenAlexaffabout
Belinda Agyapong, Pamela Brett-MacLean, Raquel da Luz Dias, Yifeng Wei, Vincent I. O. Agyapong

Bibliographic record

VenueDigital Health · 2025
Typearticle
Languageen
FieldPsychology
TopicDigital Mental Health Interventions
Canadian institutionsDalhousie UniversityUniversity of Alberta
Fundersnot available
KeywordsLikert scalePsychologyMental healthMedical educationPersonalizationAnxietyScale (ratio)Psychological interventionQualitative propertyText messagingApplied psychologyMedicineComputer sciencePsychiatryWorld Wide Web

Abstract

fetched live from OpenAlex

Background: The Wellness4Teachers program, a daily supportive text messaging program, was launched in Canada to mitigate psychological problems among teachers. Objective: This study assessed subscribers' experiences and satisfaction with the Wellness4Teachers supportive text messaging program. Methods: This cross-sectional study was conducted during the 2022/2023 academic year and employed a mixed-methods approach. Data was collected from educators who self-subscribed to the free Wellness4Teachers program in Canada. Participants' satisfaction levels were assessed using a Likert scale to evaluate the responses to different aspects of the program. Frequency counts and percentages were used to summarize quantitative responses. Qualitative data from responses to open-ended questions in the satisfaction survey were analyzed using content analysis. Results: Overall, 88.3% of the participants were female, and 11.7% were male. 68.2% of participants agreed that Wellness4Teachers text messages helped them manage stress, 63.1% agreed it helped them cope with anxiety, and 74.4% felt connected to a support system. Additionally, 73.6% reported improved overall mental well-being due to the program, and 72.2% felt hopeful about managing concerns with their mental health. Further, 95.4% of respondents reported that the text messages were always or often positive, and 93.3% deemed them to be always or often affirming. Elementary school teachers and administrators had significantly higher mean satisfaction scores compared to senior high school teachers and educators who selected "other" as their major role in school. Qualitative feedback highlighted preferences for message delivery times and suggestions for enhancing personalization features to improve the Wellness4Teachers program. Conclusion: This study demonstrates that educators were highly satisfied with and receptive to the Wellness4Teachers program. With the addition of enhanced personalization features suggested by the educators, the program may help to effectively supplement support for teachers' psychological well-being while offsetting challenges associated with time constraints and geographical location.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.328
Threshold uncertainty score0.618

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.421
Teacher spread0.399 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes2
Has abstractyes

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