Measuring psychological resilience to disasters: are evidence-based indicators an achievable goal?
Open accessAbstract
Despite rising interest on the concept of societal resilience and its measurement, little has been done to provide operational indicators. Importantly, an evidence-based approach to assess the suitability of indicators remains unexplored. Furthermore few approaches that exist do not investigate indicators of psychological resilience, which is emerging as an important component of societal resilience to disasters. Disasters are events which overwhelm local capacities, often producing human losses, injury and damage to the affected communities. As climate hazards and disasters are likely to increase in the coming decades, strengthening the capacity of societies to withstand these shocks and recover quickly is vital. In this review, we search the Web of Knowledge to summarize the evidence on indicators of psychological resilience to disasters and provided a qualitative assessment of six selected studies. We find that an evidence-based approach using features from systematic reviews is useful to compile, select and assess the evidence and elucidate robust indicators. We conclude that strong social support received after a disaster is associated with an increased psychological resilience whereas a female gender is connected with a decrease in the likelihood of a resilient outcome. These results are consistent across disaster settings and cultures and are representative of approximately 13 million disaster-exposed civilians of adult age. An approach such as this that collects and evaluates evidence will allow indicators of resilience to be much more revealing and useful in the future. They will provide a robust basis to prioritize indicators to act upon through intersectoral policies and post-disaster public health interventions.
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Social support is one of the most impactful and consistent resilience factors following natural disasters.
“Connectedness, the third “C,” refers to the need for human contact and support, which is consistent with empirical evidence documenting social support as one of the most impactful and consistent resilience factors following natural disasters (e.g., Rodriguez-Llanes, Vos, & Guha-Sapir, 2013).”
From Stress and coping in the time of COVID-19: Pathways to resilience and recovery (2020) · cites this paper as Rodriguez-Llanes, Vos, & Guha-Sapir, 2013
The Results (‘Indicators of psychological resilience’) identify social support as one of the most consistent indicators across the six disaster studies: all five studies testing its association found it a significant predictor. The paper does not compare effect sizes or establish that social support is among the most impactful factors, so that part of the claim goes beyond the evidence presented. (LLM, conf=0.83)
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Cites
Bonanno, G. A. (2004) · American Psychologist · doi:10.1037/0003-066x.59.1.20 · Cited by 6,851 · see citing works
Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults
Brewin, C. R., Andrews, B., & Valentine, J. D. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.5.748 · Cited by 5,243 · see citing works
Handbook on Constructing Composite Indicators: Methodology and User Guide
OECD, Union, E., & Joint Research Centre - European Commission (2008) · doi:10.1787/9789264043466-en · Cited by 3,960 · see citing works
Stuckler, D., Basu, S., Suhrcke, M., Coutts, A., & McKee, M. (2009) · The Lancet · doi:10.1016/s0140-6736(09)61124-7 · Cited by 1,486 · cited 1× · see citing works
“As occurred with past economic crises, the current ongoing one has been suggested as already affecting important aspects of human health and well-being [6-8].”
BackgroundThe Epidemiology of Post-Traumatic Stress Disorder after Disasters
Galea, S., Nandi, A., & Vlahov, D. (2005) · Epidemiologic Reviews · doi:10.1093/epirev/mxi003 · Cited by 1,287 · see citing works
Conceptualizing mindfulness and acceptance as components of psychological resilience to trauma
Thompson, R. W., Arnkoff, D. B., & Glass, C. R. (2011) · Trauma, Violence, & Abuse · doi:10.1177/1524838011416375 · Cited by 387 · see citing works
The Economic Impacts of Natural Disasters
(2013) · doi:10.1093/acprof:oso/9780199841936.001.0001 · Cited by 82 · see citing works
Flagged first, then by citations
Research works printed but not linked: 25
- Alexander DE Resilience and disaster risk reduction: an etymological journey Nat Hazards Earth Syst Sci 2013 12 2707 2716 10.5194/nhess-13-2707-2013 · DOI
- Manyena SB The concept of resilience revisited Disasters 2006 12 433 50 17100752
- IPCC Managing the risks of extreme events and disasters to advance climate change adaptation Special Report of the Intergovernmental Panel on Climate Change 2012 New York, NY, USA: Cambridge University Press
- Ciscar JC Iglesias A Feyen L Szabó L Van Rogemorter D Amelung B Nicholls R Watkiss P Christensen OB Dankers R Garrote L Goodess CM Hunt A Moreno A Richards J Soria A Physical and economic consequences of climate change in Europe Proc Natl Acad Sci U S A 2011 12 2678 2683 10.1073/pnas.1011612108 21282624 PMC3041092 · DOI
- Stuckler D Basu S The health implications of financial crisis: a review of the evidence Ulster Med J 2009 12 142 145 19907678 PMC2773609
- Stuckler D Basu S Suhrcke M Coutts A McKee M Effects of the 2008 recession on health: a first look at European data Lancet 2011 12 124 125 10.1016/S0140-6736(11)61079-9 21742166 · DOI
- Bouwer LM Crompton RP Faust E Höppe P Pielke J RA: Confronting disaster losses Science 2007 12 753 10.1126/science.1149628 17975052 · DOI
- United Nations Rio Declaration: Rio+20 - The future we want 2012 Rio de Janeiro: Rio20 United Nations Conference on Sustainable Development
- Davydov DM Stewart R Ritchie K Chaudieu I Resilience and mental health Clin Psychol Rev 2010 12 479 495 10.1016/j.cpr.2010.03.003 20395025 · DOI · Paper page
- Cabanyes Truffino J Resilience: an approach to the concept Rev Psiquiatr Salud Ment 2010 12 145 151 10.1016/j.rpsm.2010.09.003 23446037 · DOI
- Carpenter S Walker B Anderies J Abel N From metaphor to measurement: resilience of what to what? Ecosystems 2001 12 765 781 10.1007/s10021-001-0045-9 · DOI
- Moher D Liberati A Tetzlaff J Altman DG Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement PLOS Med 2009 12 e1000097 10.1371/journal.pmed.1000097 19621072 PMC2707599 · DOI · Paper page
- Moher D Liberati A Tetzlaff J Altman DG Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement Ann Intern Med 2009 12 264 269 10.7326/0003-4819-151-4-200908180-00135 19622511 · DOI · Paper page
- Bonanno G Galea S What predicts psychological resilience after disaster? the role of demographics, resources, and life stress J Consult Clin Psychol 2007 12 671 682 17907849
- Bonanno GA Ho SM Chan JC Kwong RS Cheung CK Wong CP Wong VC Psychological resilience and dysfunction among hospitalized survivors of the SARS epidemic in Hong Kong: a latent class approach Health psychol 2008 12 659 667 18823193
- Johannesson KB Lundin T Fröjd T Hultman CM Michel PO Tsunami-exposed tourist survivors: signs of recovery in a 3-year perspective J Nerv Ment Dis 2011 12 162 169 10.1097/NMD.0b013e31820c73d1 21346486 · DOI
- Lee EKO Tran TV Coping with hurricane Katrina: psychological distress and resilience among african american evacuees J Black Psychol 2008 12 5 23 10.1177/0095798408323354 · DOI
- Hobfoll SE Palmieri PA Johnson RJ Cenetti-Nisim D Hall BJ Galea S Trajectories of resilience, resistance, and distress during ongoing terrorism: the case of Jews and Arabs in Israel J Consult Clin Psychol 2009 12 138 148 19170460 PMC2813144
- Hobfoll SE Johnson RJ Canetti D Palmieri PA Hall BJ Can people remain engaged and vigorous in the face of trauma? Palestinians in the West Bank and Gaza Psychiatry 2012 12 60 75 22397542 PMC3298028
- Bonanno GA Westphal M Mancini AD Resilience to loss and potential trauma Annu Rev Clin Psychol 2011 12 511 535 10.1146/annurev-clinpsy-032210-104526 21091190 · DOI · Paper page
- Yehuda R Flory JD Southwick S Charney DS Developing an agenda for translational studies of resilience and vulnerability following trauma exposure Ann NY Acad Sci 2006 12 379 396 10.1196/annals.1364.028 16891584 · DOI · Paper page
- Bonanno GA Mancini AD The human capacity to thrive in the face of potential trauma Pediatrics 2008 12 369 375 10.1542/peds.2007-1648 18245429 · DOI
- Campbell-Sills L Forde DR Stein MB Demographic and childhood environmental predictors of resilience in a community sample J Psychiatr Res 2009 12 1007 12 10.1016/j.jpsychires.2009.01.013 19264325 · DOI
- Mealer M Jones J Newman J McFann KK Rothbaum B Moss M The presence of resilience is associated with a healthier psychological profile in intensive care unit (ICU) nurses: results of a national survey Int J Nurs Stud 2012 12 292 9 10.1016/j.ijnurstu.2011.09.015 21974793 PMC3276701 · DOI
- de Roon-Cassini TA Mancini AD Rusch MD Bonanno GA Psychopathology and resilience following traumatic injury: a latent growth mixture model analysis Rehabil Psychol 2010 12 1 11 20175629
Cited by
Sorted by citations
Lund, C., Brooke-Sumner, C., Baingana, F., Baron, E. C., Breuer, E., Chandra, P., Haushofer, J., Herrman, H., Jordans, M., Kieling, C., et al. (2018) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30060-9 · Cited by 1,147 · see citing works
Stress and coping in the time of COVID-19: Pathways to resilience and recovery
Polizzi, C., Lynn, S. J., & Perry, A. (2020) · PubMed Central · doi:10.36131/cn20200204 · Cited by 520 · see citing works
Silveira, S., Kornbluh, M., Withers, M. C., Grennan, G., Ramanathan, V., & Mishra, J. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041487 · Cited by 140 · see citing works
Maul, S., Giegling, I., Fabbri, C., Corponi, F., Serretti, A., & Rujescu, D. (2020) · American Journal of Medical Genetics Part B: Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32763 · Cited by 125 · see citing works
Silveira, S., Hecht, M., Matthaeus, H., Adli, M., Voelkle, M. C., & Singer, T. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19063290 · Cited by 60 · see citing works
Powell, T. M., Yuma, P. J., Scott, J., Suarez, A., Morales, I., Vinton, M., Marrero, M., & Li, S.-J. (2020) · Traumatology · doi:10.1037/trm0000228 · Cited by 29 · see citing works
“What is psychological in psychological defence? Revisiting the Nordic total defence doctrines”
Pursiainen, C. (2026) · Defence Studies · doi:10.1080/14702436.2026.2664463
- Authors
- Rodriguez-Llanes, J. M., Vos, F., & Guha-Sapir, D.
- Affiliations
- UCLouvain (BE)
- Venue
- Environmental Health
- Published
- 2013-12
- Volume
- 12
- Issue
- 1
- Pages
- 115-115
- ISSN
- 1476-069X (ISSN-L)
- PMC
- PMC3893382
- OpenAlex
- W2158675519
- Cited by
- 146
- References
- 7
- Citations by year
- 2026: 8 · 2025: 12 · 2024: 12 · 2023: 16 · 2022: 35 · 2021: 22 · 2020: 11 · 2019: 9 · 2018: 7 · 2017: 5 · 2016: 2 · 2015: 6 · 2014: 1
- FWCI
- 1.56
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Environmental Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) (submittedVersion, other-oa)
- Funders
- European Commission (283201)
- Topics
- Social Sciences › Sociology and Political Science › Disaster Management and Resilience
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Keywords
- psychological resilience, disaster resilience, social resilience, resilience indicators, social support, gender differences, disaster recovery, climate hazards
- MeSH terms
- Adult, Disasters, Female, Goals, Humans, Male, Public Health, Sex Characteristics, Social Support, Resilience, Psychological
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