Piloting a Scalable, Post-Trauma Psychosocial Intervention in Tuvalu: The Skills for Life Adjustment and Resilience (SOLAR) Program
Open accessAbstract
Background: The Skills for Life Adjustment and Resilience (SOLAR) programme is a brief, scalable, psychosocial skill-building programme designed to reduce distress and adjustment difficulties following disaster.Objectives: We tested the feasibility, acceptability, efficacy and safety of a culturally adapted version of SOLAR in two remote, cyclone-affected communities in the Pacific Island nation of Tuvalu.Method: This pilot adopted a quasi-experimental, control design involving 99 participants. SOLAR was administered to the treatment group (n = 49) by local, non-specialist facilitators (i.e. ‘Coaches’) in a massed, group format across 5 consecutive days. The control group (n = 50) had access to Usual Care (UC). We compared group differences (post-intervention vs. post-control) with psychological distress being the primary outcome. We also examined whether changes were maintained at 6-month follow-up.Results: Large, statistically significant group differences in psychological distress were observed after controlling for baseline scores in favour of the SOLAR group. Mean group outcomes were consistently lower at 6-month follow-up than at baseline. SOLAR was found to be acceptable and safe, and programme feedback from participants and Coaches was overwhelmingly positive.Conclusions: Findings contribute to emerging evidence that SOLAR is a flexible, culturally adaptable and scalable intervention that can support individual recovery and adjustment in the aftermath of disaster. RCTs to strengthen evidence of SOLAR’s efficacy are warranted.
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The long-term effectiveness of some interventions cannot be assessed because ten completed studies on these interventions did not report follow-up measurements.
“Furthermore, the long-term effectiveness of some interventions cannot be assessed because ten completed studies on these interventions did not report follow-up measurements [21,27,35,36,37,40,41,47,53,57].”
From Promoting Recovery from Disasters, Pandemics, and Trauma: A Systematic Review of Brief Psychological Interventions to Reduce Distress in Adults, Children, and Adolescents (2023) · cites this paper as [40]
The Methods (Data analyses; page unavailable) say the study compared symptom outcomes from post-intervention to six-month follow-up. The Results (Efficacy; page unavailable) report six-month follow-up scores and changes. Thus, this study did report follow-up measurements, contrary to the claim attributed to it; the paper does not establish whether the other nine studies did. (LLM, conf=0.90)
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Experimental — accuracy not yet measuredA controlled pre-post pilot study proved the acceptability, feasibility, and efficacy of a culturally adapted version of SOLAR with N = 99 Pacific Islanders exposed to Tropical Cyclone Pam in 2015.
“Another controlled pre–post pilot study [40] proved the acceptability, feasibility, and efficacy of a culturally adapted version of SOLAR with N = 99 Pacific Islanders that were exposed to Tropical Cyclone Pam in 2015.”
From Promoting Recovery from Disasters, Pandemics, and Trauma: A Systematic Review of Brief Psychological Interventions to Reduce Distress in Adults, Children, and Adolescents (2023) · cites this paper as [40]
The Methods (Study design and Participant recruitment) describe a controlled, pre–post pilot involving 99 residents of cyclone-affected Tuvalu. The Discussion (Summary of findings) supports acceptability and feasibility, but calls the efficacy results “provisional evidence,” so “proved” overstates the finding. (LLM, conf=0.88)
Experimental — accuracy not yet measuredReductions in psychological distress, PTSD symptoms, and functional impairment were found in the SOLAR intervention group relative to the TAU control group from pre- to post-intervention.
“Reductions in psychological distress, PTSD symptoms, and functional impairment were found in the intervention group relative to the control group from pre- to post-intervention.”
One uncontrolled and one controlled pre-post study indicated significant reductions in psychological distress and PTSD symptoms for SOLAR.
“The results of one uncontrolled [6] and one controlled pre–post study [40] indicated significant reductions in psychological distress and PTSD symptoms.”
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Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532 · see citing works
Multiple regression: testing and interpreting interactions
(1992) · Choice Reviews Online · doi:10.5860/choice.29-3352 · Cited by 36,644 · see citing works
Multiple Imputation for Nonresponse in Surveys
Rubin, D. B. (1987) · Wiley Series in Probability and Statistics · doi:10.1002/9780470316696 · Cited by 20,701 · see citing works
Developing and evaluating complex interventions: the new Medical Research Council guidance
Craig, P., Dieppe, P., Macintyre, S., Michie, S., Nazareth, I., & Petticrew, M. (2008) · BMJ · doi:10.1136/bmj.a1655 · Cited by 10,995 · see citing works
EQS : structural equations program manual
Bentler, P. M. (1989) · Medical Entomology and Zoology · Cited by 9,669 · see citing works
Blevins, C. A., Weathers, F. W., Davis, M. T., Witte, T. K., & Domino, J. L. (2015) · Journal of Traumatic Stress · doi:10.1002/jts.22059 · Cited by 5,233 · see citing works
The Lancet Commission on global mental health and sustainable development
Patel, V., Saxena, S., Lund, C., Thornicroft, G., Baingana, F., Bolton, P., Chisholm, D., Collins, P. Y., Cooper, J. L., Eaton, J., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31612-x · Cited by 3,692 · see citing works
Handbook of Structural Equation Modeling
Howard, A. L. (2013) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2013.769397 · Cited by 3,465 · see citing works
60,000 Disaster Victims Speak: Part I. An Empirical Review of the Empirical Literature, 1981–2001
Norris, F. H., Friedman, M. J., Watson, P. J., Byrne, C. M., Diaz, E., & Kaniasty, K. (2002) · Psychiatry: Interpersonal and Biological Processes · doi:10.1521/psyc.65.3.207.20173 · Cited by 3,128 · see citing works
Ensuring Positiveness of the Scaled Difference Chi-square Test Statistic
Satorra, A., & Bentler, P. M. (2009) · Psychometrika · doi:10.1007/s11336-009-9135-y · Cited by 2,725 · see citing works
Mental Health Consequences of Disasters
Goldmann, E., & Galea, S. (2014) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-032013-182435 · Cited by 1,082 · see citing works
Culturally centered psychosocial interventions
Bernal, G., & Sáez‐Santiago, E. (2006) · Journal of Community Psychology · doi:10.1002/jcop.20096 · Cited by 463 · see citing works
COMFORT, EFFECTIVENESS, AND SELF-AWARENESS AS CRITERIA OF IMPROVEMENT IN PSYCHOTHERAPY
PARLOFF, M. B., KELMAN, H. C., & FRANK, J. D. (1954) · American Journal of Psychiatry · doi:10.1176/ajp.111.5.343 · Cited by 459 · see citing works
Dawson, K. S., Bryant, R. A., Harper, M., Kuowei Tay, A., Rahman, A., Schafer, A., & van Ommeren, M. (2015) · World Psychiatry · doi:10.1002/wps.20255 · Cited by 440 · see citing works
Climate Change and Small Island States: Power, Knowledge and the South Pacific
Barnett, J. R., & Campbell, J. (2010) · Management of Environmental Quality An International Journal · doi:10.1108/meq.2010.08321eae.004 · Cited by 428 · see citing works
Chowdhary, N., Jotheeswaran, A. T., Nadkarni, A., Hollon, S. D., King, M., Jordans, M. J. D., Rahman, A., Verdeli, H., Araya, R., & Patel, V. (2014) · Psychological Medicine · doi:10.1017/s0033291713001785 · Cited by 349 · see citing works
Bryant, R. A., Schafer, A., Dawson, K. S., Anjuri, D., Mulili, C., Ndogoni, L., Koyiet, P., Sijbrandij, M., Ulate, J., Harper Shehadeh, M., et al. (2017) · PLOS Medicine · doi:10.1371/journal.pmed.1002371 · Cited by 321 · see citing works
Rahman, A., Hamdani, S. U., Awan, N. R., Bryant, R. A., Dawson, K. S., Khan, M. F., Azeemi, M. M.-U.-H., Akhtar, P., Nazir, H., Chiumento, A., et al. (2016) · JAMA · doi:10.1001/jama.2016.17165 · Cited by 292 · see citing works
Padmanathan, P., & De Silva, M. J. (2013) · Social Science & Medicine · doi:10.1016/j.socscimed.2013.08.004 · Cited by 278 · see citing works
A client‐generated psychometric instrument: The development of ‘PSYCHLOPS’
Ashworth, M. J., Shepherd, M. A., Christey, J., Matthews, V., Wright, K. P., Parmentier, H., Robinson, S. I., & Godfrey, E. L. (2004) · Counselling and Psychotherapy Research · doi:10.1080/14733140412331383913 · Cited by 191 · see citing works
On the Johnson-Neyman Technique and Some Extensions Thereof
Potthoff, R. F. (1964) · Psychometrika · doi:10.1007/bf02289721 · Cited by 178 · see citing works
The mental health impacts of climate change: Findings from a Pacific Island atoll nation
Gibson, K. E., Barnett, J., Haslam, N., & Kaplan, I. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102237 · Cited by 152 · see citing works
A Longitudinal Study of Adjustment Disorder After Trauma Exposure
O'Donnell, M. L., Alkemade, N., Creamer, M. C., McFARLANE, A. C., Silove, D. M., Bryant, R. A., Felmingham, K. L., Steel, Z., & Forbes, D. (2016) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2016.16010071 · Cited by 113 · see citing works
de Graaff, A. M., Cuijpers, P., McDaid, D., Park, A., Woodward, A., Bryant, R. A., Fuhr, D. C., Kieft, B., Minkenberg, E., & Sijbrandij, M. (2020) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796020000724 · Cited by 109 · cited 4× · see citing works
“Across settings, it has proven significantly (p < .05) more effective at reducing distress, reducing participant-identified difficulties, and improving psychosocial functioning, relative to usual or enhanced usual care (Bryant et al., 2017; de Graaff et al., 2020; Rahman et al., 2016).”
BackgroundMethodResultInfluentialRahman, A., Riaz, N., Dawson, K. S., Usman Hamdani, S., Chiumento, A., Sijbrandij, M., Minhas, F., Bryant, R. A., Saeed, K., van Ommeren, M., et al. (2016) · World Psychiatry · doi:10.1002/wps.20312 · Cited by 99 · see citing works
Sangraula, M., Turner, E. L., Luitel, N. P., van ‘t Hof, E., Shrestha, P., Ghimire, R., Bryant, R., Marahatta, K., van Ommeren, M., Kohrt, B. A., et al. (2020) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796020000414 · Cited by 75 · see citing works
Holm-Bonferroni sequential correction: An Excel calculator (1.3)
Gaetano, J. (2018) · doi:10.13140/rg.2.2.28346.49604 · Cited by 61 · see citing works
Johnson, T. R. (2016) · The Quantitative Methods for Psychology · doi:10.20982/tqmp.12.3.p253 · Cited by 52 · see citing works
Fan, W., & Hancock, G. R. (2011) · Journal of Educational and Behavioral Statistics · doi:10.3102/1076998610396897 · Cited by 46 · see citing works
An Open Label Pilot Study of a Brief Psychosocial Intervention for Disaster and Trauma Survivors
O'Donnell, M. L., Lau, W., Fredrickson, J., Gibson, K., Bryant, R. A., Bisson, J., Burke, S., Busuttil, W., Coghlan, A., Creamer, M., et al. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00483 · Cited by 39 · see citing works
Psychosocial recovery following community disasters: An international collaboration
Forbes, D., O'Donnell, M. L., & Bryant, R. A. (2016) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867416679737 · Cited by 24 · see citing works
A flexible structural equation modeling approach for analyzing means.
Green, S. B., & Thompson, M. S. (2012) · Cited by 15 · see citing works
Collapses of island societies from environmental forcing: Does history hold lessons for the future?
Nunn, P. D., & Carson, M. T. (2015) · Global Environment · doi:10.3197/ge.2015.080106 · Cited by 14 · see citing works
The relationship between climate change and psychological distress: a case study from Tuvalu
Gibson, K. (2018) · Minerva Access (University of Melbourne) · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Forbes, D., O’Donnell, M. L., & Bryant, R. A. (2017). Psychosocial recovery following community disasters: An international collaboration. Australian & New Zealand Journal of Psychiatry, 51(7), 660– 662. doi: 10.1177/0004867416679737 27872330 · DOI
- Gibson, K. E., Barnett, J., Haslam, N., & Kaplan, I. (2020b). The mental health impacts of climate change: Findings from a Pacific Island atoll nation. Journal of Anxiety Disorders, 73, 102237. doi: 10.1016/j.janxdis.2020.102237 32485590 · DOI · Paper page
- Mollica, R. F., McDonald, L. S., Massagli, M. P., & Silove, D. M. (2004). Measuring trauma, measuring torture: Instructions and guidance on the utilization of the Harvard Program in Refugee Trauma’s versions of the Hopkins Symptom Checklist-25 (HSCL-25) & the Harvard Trauma Questionnaire (HTQ). Cambridge: Havard Program in Refugee Trauma.
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Xue, S., Massazza, A., Akhter‐Khan, S. C., Wray, B., Husain, M. I., & Lawrance, E. (2024) · npj Mental Health Research · doi:10.1038/s44184-024-00054-1 · Cited by 101 · see citing works
Lotzin, A., Franc de Pommereau, A., & Laskowsky, I. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20075339 · Cited by 25 · see citing works
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BackgroundInfluentialBenjamin, L., Gillard, S., Nielsen, J. J., da Silva, M. E. P., & Sin, J. (2025) · Trauma Violence & Abuse · doi:10.1177/15248380251320982 · Cited by 24 · see citing works
Cowlishaw, S., Gibson, K., Alexander, S., Howard, A., Agathos, J. A., Strauven, S., Chisholm, K., Fredrickson, J., Pham, T. T. L., Lau, W., et al. (2023) · European Journal of Psychotraumatology · doi:10.1080/20008066.2023.2284032 · Cited by 16 · see citing works
Trajectory of adjustment difficulties following disaster: 10-year longitudinal cohort study
Pacella, B. J., Cowlishaw, S., Gibbs, L. F., Bryant, R. A., Brady, K., Gallagher, H. C., Molyneaux, R., Gibson, K., Block, K., Harms, L., et al. (2024) · BJPsych Open · doi:10.1192/bjo.2024.3 · Cited by 12 · see citing works
Devonald, M., Vintges, J., & Jones, N. (2022) · Intervention · doi:10.4103/intv.intv_31_21 · Cited by 11 · see citing works
Taking a trauma and adversity perspective to climate change mental health
O'Donnell, M. L., & Palinkas, L. A. (2024) · European Journal of Psychotraumatology · doi:10.1080/20008066.2024.2343509 · Cited by 10 · see citing works
Palinkas, L. A., O'Donnell, M. L., Kemp, S. P., Tiatia‐Seath, J., Duque, Y., Spencer, M. S., Basu, R., Rosario, K. I. D., Diemer, K., Doma, B. T., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19159758 · Cited by 9 · see citing works
Metcalf, O., Gibson, K., Fredrickson, J., Finlayson-Short, L., Varker, T., & O'Donnell, M. L. (2023) · BMJ Open · doi:10.1136/bmjopen-2022-062710 · Cited by 7 · see citing works
Mengesha, N. A., & Sarnyai, Z. (2025) · Australasian Psychiatry · doi:10.1177/10398562241312865 · Cited by 6 · see citing works
Digital Mental Health Innovations in the Face of Climate Change: Navigating a Sustainable Future
Parnes, M. F., & Weiss, E. M. (2024) · Psychiatric Services · doi:10.1176/appi.ps.20240327 · Cited by 3 · see citing works
Varker, T., Fredrickson, J., Agathos, J. A., Howlett, P., Howard, A., & O'Donnell, M. L. (2025) · Journal of Traumatic Stress · doi:10.1002/jts.23127 · Cited by 5 · see citing works
Varker, T., Metcalf, O., Mok, Y. F., Lamb, K. E., Fredrickson, J., Arjmand, H., Howlett, P., Gibson, K., Pham, L., Everett, K., et al. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-02092-1 · Cited by 2 · see citing works
Lin, J., Wei, X., Han, P., Hsu, T., Sun, J., Marr, C., Liu, R., Joshi, R., Dương, M. C., Chang, O., et al. (2026) · The Lancet Regional Health - Western Pacific · doi:10.1016/j.lanwpc.2026.101856 · Cited by 2 · see citing works
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Mishu, M. P., Rabbani, M. M. G., Vereeken, S., Tkach, E., Martin-Kerry, J., Chowdhury, T. F., Wahab, A., Mashreky, S. R., Huque, R., & Friend, R. (2025) · International Journal of Environmental Health Research · doi:10.1080/09603123.2025.2568035 · Cited by 2 · see citing works
Systematic review and meta-analysis of interventions for mental health in extreme weather events
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- Authors
- Gibson, K., Little, J., Cowlishaw, S., Ipitoa Toromon, T., Forbes, D., & O’Donnell, M.
- Affiliations
- The University of Melbourne (AU)
- Phoenix Australia Centre for Posttraumatic Mental Health, The University of Melbourne, Carlton, VIC, Australia
- Corresponding author
- Gibson, Kari
- Venue
- European Journal of Psychotraumatology
- Publisher
- Informa UK Limited
- Published
- 2021-01
- Volume
- 12
- Issue
- 1
- Pages
- 1948253-1948253
- ISSN
- 2000-8066 (ISSN-L)
- PMC
- PMC8354170
- OpenAlex
- W3188717257
- Cited by
- 20
- References
- 35
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 4 · 2023: 3 · 2022: 2
- FWCI
- 1.53
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- European Journal of Psychotraumatology (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by-nc)
- Funders
- Australian Department of Foreign Affairs and Trade
- Topics
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Social Sciences › Sociology and Political Science › Disaster Management and Resilience
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Keywords
- psychological distress, Tuvalu, culturally tailored interventions, scalable interventions, group intervention, feasibility and acceptability
- MeSH terms
- Psychological Distress, Psychosocial Intervention, Adaptation, Psychological, Adult, Female, Humans, Male, Micronesia, Middle Aged, Pilot Projects, Quality of Life, Surveys and Questionnaires, Wounds and Injuries, Resilience, Psychological, Cyclonic Storms, Disaster Victims, Culturally Competent Care
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