Evidence map›Paper›PMID 42418697›Full record

ArticleJMIR formative research2026

Resilience and Stress Among Health Care Workers Participating in the StressPal Frontline Program: Quasi-Experimental Pretest-Posttest Study.

Debora Goetz Goldberg, James Monroe, Pennie Sempell, Jehanzeb Cheema, Sravya Vunnam, Panagiota Kitsantas

Abstract read
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Debora Goetz GoldbergDepartment of Health Administration, Policy, and Informatics, College of Public Health, George Mason University, Peterson Health Sciences Hall, 4400 University Drive MS IJ3, Fairfax, VA, 22030-4422, United States, 1 2024958441.ORCID 0000-0003-3121-7942
James MonroeStressPal, Inc., San Rafael, CA, United States.ORCID 0009-0009-0248-4479
Pennie SempellStressPal, Inc., San Rafael, CA, United States.ORCID 0009-0005-0714-3156
Jehanzeb CheemaDepartment of Information Systems and Operations Management, Costello College of Business, George Mason University, Fairfax, VA, United States.ORCID 0000-0003-2994-6679
Sravya VunnamDepartment of Health Administration, Policy, and Informatics, College of Public Health, George Mason University, Peterson Health Sciences Hall, 4400 University Drive MS IJ3, Fairfax, VA, 22030-4422, United States, 1 2024958441.ORCID 0009-0009-6870-1376
Panagiota KitsantasDepartment of Health Administration, Policy, and Informatics, College of Public Health, George Mason University, Peterson Health Sciences Hall, 4400 University Drive MS IJ3, Fairfax, VA, 22030-4422, United States, 1 2024958441.ORCID 0000-0003-0261-9002

Funding

HRSA HHS U3NHP45404
6 · The paper itself

Abstract

Background: Health care workers continue to experience heightened levels of distress and burnout, which contribute to higher levels of job dissatisfaction, turnover intentions, presenteeism, and staffing shortages. Objective: The aim of this study was to examine how participation in the StressPal Frontline: Essential Resilience Self-Care and Burnout Prevention program influenced health care workers' stress and resilience. The study also sought to identify specific measures of perceived stress and resilience that were most affected by participation in the program and to explore whether pre-and-post differences varied based on participant characteristics. The StressPal Frontline program is a digital resilience intervention specifically developed for health care workers to enhance psychological flexibility and stress resilience. The self-paced training program, designed for approximately a 6-week period, consists of brief modules, follow-up resources, and a peer engagement community. Methods: A pretest-posttest quasi-experimental design was used to assess the effectiveness of the StressPal Frontline program in reducing stress and building resilience among 76 health care workers who voluntarily joined and completed the program. Outcome measures included the Perceived Stress Scale and the Brief Resilience Scale to assess participants' perceptions of stressful situations and their ability to bounce back from stress. Descriptive statistics, correlation analysis, paired-samples 2-tailed t test, and multiple regression analysis were conducted. The paired-samples t test was calculated at the scale level and item level to evaluate the statistical significance of pretest and posttest mean differences, and the Cohen d statistic was used as a measure of effect size. Statistical analysis for this study was conducted in Excel (Microsoft), SPSS (IBM Corp), and Jamovi (jamovi project). Results: The results indicated a 1.53-point reduction in the Perceived Stress Scale score after participating in the StressPal Frontline program, suggesting a statistically significant decline in average perceived stress due to participation in the program (P=.004). The corresponding value of Cohen d was 0.34, suggesting a small-to-medium effect of the intervention, StressPal Frontline program, in reducing perceived stress. For the Brief Resilience Scale, pre-and-post difference was not significant at the scale level (P=.07); however, item-level analysis found significant increases in participants' perception of their ability to bounce back quickly after hard times and handle difficult situations. No significant differences were found in outcome measures based on age, race, ethnicity, professional role, or practice setting. Conclusions: The StressPal Frontline program was associated with positive outcomes in reducing perceived stress. Our study also found no statistical differences in outcomes among participants of different age groups, races, ethnicities, occupations, genders, and practice settings. This is an important finding, as it indicates that the StressPal Frontline program may provide positive benefits for reducing stress across professions, settings, and individual characteristics. This program, along with other resources, could be implemented by health care organizations to support workers' professional development, behavioral health, and well-being.

Indexed as

Health PersonnelResilience, PsychologicalStress, PsychologicalAdultBurnout, ProfessionalCoping SkillsFemaleFrontline WorkersHumansJob SatisfactionMaleMiddle AgedProgram EvaluationPsychometricsSubjective StressSurveys and Questionnairesacceptance and commitment therapyACTdigital interventionsMBCTMBSRmental healthmindfulness-based cognitive therapymindfulness-based stress reductionmobile health appoccupational stressprofessional burnoutpsychological flexibility

Identifiers

PMID42418697
PMCPMC13346822

What OpenQuestion holds

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LicenceCC BY
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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.