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| Published: July 23, 2026
Beyond the Clinic: A Review of PERMA-Based Interventions in Non-Healthcare Populations
Assistant Professor, Amity Institute of Psychology and Allied Sciences, Amity University, Kolkata
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DIP: 18.01.035.20261403
DOI: 10.25215/1403.035
ABSTRACT
Much of the early intervention work built on Seligman’s PERMA model (Positive Emotion, Engagement, Relationships, Meaning and Accomplishment) grew out of healthcare settings, where it was used with clinical groups such as cancer patients and people managing chronic illness. The model has much more implications than simply being applicable to clinical contexts. This paper reviews how PERMA-based interventions have been adapted for populations outside the clinic, organising the literature around five settings: schools and universities, workplaces, military personnel and veterans, sport, and older adults living in the community. The evidence clearly shows a significant gap in executing standardized PERMA protocols in interventions across various settings. Schools and aging populations have produced the most genuinely experimental work, including randomised and quasi-experimental designs, whereas much of what is described as a PERMA intervention in workplace and military contexts turns out to be correlational or psychometric rather than a tested programme. Across all five settings the model is repeatedly extended (PERMA+4, PERMA-H), which speaks to its flexibility but also to a degree of conceptual under-specification. Measurement is inconsistent and many studies enlist PERMA-Profiler as a holistic measure of wellbeing and doesn’t consider further useful domain-level variation. Furthermore, the PERMA framework has been solely modeled on a Western population and fitting the model without cultural attunement raises questions on intervention protocol. The review draws on freely accessible databases; funding constraints meant that several major subscription databases could not be searched, which is acknowledged as a limitation. Taken together, the literature supports PERMA’s usefulness beyond the clinic while pointing clearly to the need for stronger designs, standardised measurement, and culturally grounded adaptation.
This is an Open Access Research distributed under the terms of the Creative Commons Attribution License (www.creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any Medium, provided the original work is properly cited.
© 2026, Pal, S.
Received: June 08, 2026; Revision Received: July 19, 2026; Accepted: July 23, 2026
Article Overview
ISSN 2348-5396
ISSN 2349-3429
18.01.035.20261403
10.25215/1403.035
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Published in Volume 14, Issue 3, July-September, 2026
