Towards a Transversal Definition of Psychological Resilience: A Literature Review
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Background and objectives: This paper addresses psychological resilience, a multidisciplinary theoretical construct with important practical implications for health sciences. Although many definitions have been proposed in several contexts, an essential understanding of the concept is still lacking up to now. This negatively affects comparisons among research results and makes objective measurement difficult. The aim of this review is to identify shared elements in defining the construct of resilience across the literature examined in order to move toward a conceptual unification of the term. Materials and methods: A literature review was performed using the electronic databases ‘PubMed’ and ‘PsycINFO’. Scientific studies written in English between 2002 and May 2019 were included according to the following key terms: ‘Psychological’, ‘resilience’, and ‘definition’. Results: The review identifies five macro-categories that summarize what has been reported in the recent literature concerning the resilience phenomenon. They serve as a preliminary and necessary step toward a conceptual clarification of the construct. Conclusions: We propose a definition of psychological resilience as the ability to maintain the persistence of one’s orientation towards existential purposes. It constitutes a transversal attitude that can be understood as the ability to overcome the difficulties experienced in the different areas of one’s life with perseverance, as well as good awareness of oneself and one’s own internal coherence by activating a personal growth project. The conceptual clarification proposed will contribute to improving the accuracy of research on this topic by suggesting future paths of investigation aimed at deeply exploring the issues surrounding the promotion of resilience resources.
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Psychological resilience plays a vital role in maintaining mental and physical health.
“Psychological resilience, the capacity to adapt and recover from adversity, plays an equally vital role in maintaining mental and physical health.”
From The Power of Environment: A Comprehensive Review of the Exposome's Role in Healthy Aging, Longevity, and Preventive Medicine-Lessons from Blue Zones and Cilento (2025) · cites this paper as [108]
Social cohesion and psychological resilience play critical roles in health outcomes.
“Social cohesion [6] and psychological resilience [108] also play critical roles in health outcomes.”
From The Power of Environment: A Comprehensive Review of the Exposome's Role in Healthy Aging, Longevity, and Preventive Medicine-Lessons from Blue Zones and Cilento (2025) · cites this paper as [108]
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Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC)
Connor, K. M., & Davidson, J. R. T. (2003) · Depression and Anxiety · doi:10.1002/da.10113 · Cited by 11,793 · see citing works
Ordinary magic: Resilience processes in development.
Masten, A. S. (2001) · American Psychologist · doi:10.1037/0003-066x.56.3.227 · Cited by 8,497 · cited 1× · see citing works
“The results of these first investigations showed the presence of subjects who were defined as ‘resilient’ because they presented satisfactory or positive evolutionary results despite an unfavorable condition [10].”
Bonanno, G. A. (2004) · American Psychologist · doi:10.1037/0003-066x.59.1.20 · Cited by 6,851 · see citing works
Resilient Individuals Use Positive Emotions to Bounce Back From Negative Emotional Experiences.
Tugade, M. M., & Fredrickson, B. L. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.2.320 · Cited by 3,947 · see citing works
Resilience definitions, theory, and challenges: interdisciplinary perspectives
Southwick, S. M., Bonanno, G. A., Masten, A. S., Panter-Brick, C., & Yehuda, R. (2014) · European Journal of Psychotraumatology · doi:10.3402/ejpt.v5.25338 · Cited by 2,968 · see citing works
Psychological Resilience: A Review and Critique of Definitions, Concepts, and Theory
Fletcher, D., & Sarkar, M. (2013) · European Psychologist · doi:10.1027/1016-9040/a000124 · Cited by 2,547 · see citing works
The construct of resilience: implications for interventions and social policies
LUTHAR, S. S., & CICCHETTI, D. (2000) · Development and Psychopathology · doi:10.1017/s0954579400004156 · Cited by 2,374 · see citing works
Stress and Health: Psychological, Behavioral, and Biological Determinants
Schneiderman, N., Ironson, G., & Siegel, S. D. (2005) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.1.102803.144141 · Cited by 2,252 · see citing works
Resilience as a dynamic concept
Rutter, M. (2012) · Development and Psychopathology · doi:10.1017/s0954579412000028 · Cited by 1,853 · see citing works
What is resilience? A review and concept analysis.
Windle, G. (2011) · Reviews in Clinical Gerontology · doi:10.1017/s0959259810000420 · Cited by 1,761 · see citing works
The Psychobiology of Depression and Resilience to Stress: Implications for Prevention and Treatment
Southwick, S. M., Vythilingam, M., & Charney, D. S. (2005) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.1.102803.143948 · Cited by 1,160 · see citing works
Steinhardt, M., & Dolbier, C. (2008) · Journal of American College Health · doi:10.3200/jach.56.44.445-454 · Cited by 759 · cited 2× · see citing works
“Dale [158]; De Santis [159]; Kent [160]; Steinhardt [161] 3.5.”
BackgroundInfluentialThe process of empowerment a model for use in research and practice
Cattaneo, L. B., & Chapman, A. R. (2010) · American Psychologist · doi:10.1037/a0018854 · Cited by 569 · see citing works
Wang, L., Shi, Z., Zhang, Y., & Zhang, Z. (2010) · Psychiatry and Clinical Neurosciences · doi:10.1111/j.1440-1819.2010.02130.x · Cited by 480 · see citing works
Resilience in mental health: linking psychological and neurobiological perspectives.
Rutten, B. P. F., Hammels, C., Geschwind, N., Menne‐Lothmann, C., Pishva, E., Schruers, K., van den Hove, D., Kenis, G., van Os, J., & Wichers, M. (2013) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12095 · Cited by 418 · see citing works
Ungar, M. (2011) · Children and Youth Services Review · doi:10.1016/j.childyouth.2011.04.027 · Cited by 306 · see citing works
Resilience as a multimodal dynamic process
Stainton, A., Chisholm, K., Kaiser, N., Rosen, M., Upthegrove, R., Ruhrmann, S., & Wood, S. J. (2019) · Early Intervention in Psychiatry · doi:10.1111/eip.12726 · Cited by 289 · see citing works
Costanzo, E. S., Ryff, C. D., & Singer, B. H. (2009) · Health Psychology · doi:10.1037/a0013221 · Cited by 285 · see citing works
Resilience through the lens of interactionism: a systematic review.
Pangallo, A., Zibarras, L., Lewis, R., & Flaxman, P. (2015) · Psychological Assessment · doi:10.1037/pas0000024 · Cited by 261 · see citing works
ATKINSON, P. A., MARTIN, C. R., & RANKIN, J. (2009) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/j.1365-2850.2008.01341.x · Cited by 170 · see citing works
Cosco, T. D., Kaushal, A., Hardy, R., Richards, M., Kuh, D., & Stafford, M. (2017) · Journal of Epidemiology and Community Health · doi:10.1136/jech-2015-206980 · Cited by 155 · see citing works
Community Resilience Interventions: Participatory, Assessment-Based, Action-Oriented Processes
Pfefferbaum, B., Pfefferbaum, R. L., & Van Horn, R. L. (2015) · American Behavioral Scientist · doi:10.1177/0002764214550298 · Cited by 150 · see citing works
Dale, S., Cohen, M., Weber, K., Cruise, R., Kelso, G., & Brody, L. (2014) · AIDS Patient Care and STDs · doi:10.1089/apc.2013.0329 · Cited by 135 · see citing works
Flagged first, then by citations
Research works printed but not linked: 159
- [3]Jackson D. Firtko A. Edenborough M. Personal resilience as a strategy for surviving and thriving in the face of workplace adversity: A literature review J. Adv. Nurs. 2007 60 1 9 10.1111/j.1365-2648.2007.04412.x 17824934 · DOI · Paper page
- [6]Richardson G.E. Neiger B.L. Jensen S. Kumpfer K.L. The resiliency model Health Educ. 1990 21 33 39 10.1080/00970050.1990.10614589 · DOI
- [7]Richardson G.E. Waite P.J. Mental health promotion through resilience and resiliency education Int. J. Emerg. Ment. Health 2002 4 65 75 12014295
- [8]Rutter M. Resilience: Some conceptual considerations J. Adolesc. Health 1993 12 626 631 10.1016/1054-139X(93)90196-V 8130234 · DOI
- [9]Werner E.E. Smith R.S. Overcoming the Odds: High Risk Children from Birth to Adulthood Cornell University Press Ithaca, NY, USA 1992
- [12]Miller T.W. Advances in understanding the impact of stressful life events on health Psychiatr. Serv. 1988 39 615 622 10.1176/ps.39.6.615 3042585 · DOI
- [15]Luthar S.S. Cicchetti D. Becker B. The construct of resilience: A critical evaluation and guidelines for future work Child. Dev. 2000 71 543 562 10.1111/1467-8624.00164 10953923 PMC1885202 · DOI · Paper page
- [16]Block J. Block J.H. The role of ego-control and ego-resiliency in the organization of behavior Development of Cognition, Affect, and Social Relations Psychology Press New York, NY, USA 2014 49 112
- [17]Caldeira S. Timmins F. Resilience: Synthesis of concept analyses and contribution to nursing classifications Int. Nurs. Rev. 2016 63 191 199 10.1111/inr.12268 27029400 · DOI
- [18]Patel S.S. Rogers M.B. Amlôt R. Rubin G.J. What do we mean by ‘community resilience’? A systematic literature review of how it is defined in the literature PLoS Curr. 2017 9 10.1371/currents.dis.db775aff25efc5ac4f0660ad9c9f7db2 PMC5693357 29188132 · DOI
- [19]Davydov D.M. Stewart R. Ritchie K. Chaudieu I. Resilience and mental health Clin. Psychol. Rev. 2010 30 479 495 10.1016/j.cpr.2010.03.003 20395025 · DOI · Paper page
- [21]Garmezy N. Children in poverty: Resilience despite risk Psychiatry 1993 56 127 136 10.1080/00332747.1993.11024627 8488208 · DOI
- [22]Rutter M.E. Studies of Psychosocial Risk: The Power of Longitudinal Data Cambridge University Press Cambridge, UK 1988
- [23]Stephens T.M. Nursing student resilience: A concept clarification Nurs. Forum 2013 48 125 133 10.1111/nuf.12015 23600641 · DOI
- [25]Barber B.K. Annual research review: The experience of youth with political conflict–challenging notions of resilience and encouraging research refinement J. Child. Psychol. Psychiatry 2013 54 461 473 10.1111/jcpp.12056 23432530 · DOI
- [26]Bonanno G.A. The human capacity to thrive in the face of potential trauma Pediatrics 2008 121 369 375 10.1542/peds.2007-1648 18245429 · DOI
- [27]Whitson H.E. Duan-Porter W. Schmader K.E. Morey M.C. Cohen H.J. Colón-Emeric C.S. Physical resilience in older adults: Systematic review and development of an emerging construct J. Gerontol. Ser. A Biomed. Sci. Med. Sci. 2015 71 489 495 10.1093/gerona/glv202 PMC5014191 26718984 · DOI
- [28]Hardy S.E. Concato J. Gill T.M. Resilience of community-dwelling older persons J. Gerontol. Med. Sci. 2004 52 257 262 10.1111/j.1532-5415.2004.52065.x 14728637 · DOI
- [29]Okvat H.A. Zautra A.J. Community gardening: A parsimonious path to individual, community, and environmental resilience Am. J. Community Psychol. 2011 47 374 387 10.1007/s10464-010-9404-z 21222153 · DOI
- [30]Zautra A.J. Hall J.S. Murray K.E. Resilience: A new integrative approach to health and mental health research Health Psychol. Rev. 2008 2 41 64 10.1080/17437190802298568 · DOI
- [31]De Terte I. Stephens C. Huddleston L. The development of a three part model of psychological resilience Stress Health 2014 30 416 424 10.1002/smi.2625 25476966 · DOI · Paper page
- [32]Leipold B. Greve W. Resilience Eur. Psychol. 2009 14 40 50 10.1027/1016-9040.14.1.40 · DOI
- [33]Bonanno G.A. Brewin C.R. Kaniasty K. La Greca A.M. Weighing the costs of disaster: Consequences, risks, and resilience in individuals, families, and communities Psychol. Sci. Public Interest 2010 11 1 49 10.1177/1529100610387086 26168411 · DOI · Paper page
- [34]Kokufu H. Conflict accompanying the choice of initial treatment in breast cancer patients Jpn. J. Nurs. Sci. 2012 9 177 184 10.1111/j.1742-7924.2011.00200.x 23181886 · DOI
- [35]Vahia I.V. Chattillion E. Kavirajan H. Depp C.A. Psychological protective factors across the lifespan: Implications for psychiatry Psychiatr. Clin. 2011 34 231 248 10.1016/j.psc.2010.11.011 21333850 · DOI
- [36]Rutter M. Genes and Behavior: Nature-Nurture Interplay Explained Blackwell Publishing Oxford, UK 2006
- [39]Harris M.A. Brett C.E. Starr J.M. Deary I.J. McIntosh A.M. Early-life predictors of resilience and related outcomes up to 66 years later in the 6-day sample of the 1947 Scottish mental survey Soc. Psychiatry Psychiatr. Epidemiol. 2016 51 659 668 10.1007/s00127-016-1189-4 26880008 PMC4846692 · DOI
- [40]Johnston M.C. Porteous T. Crilly M.A. Burton C.D. Elliott A. Iversen L. Black C. Physical disease and resilient outcomes: A systematic review of resilience definitions and study methods Psychosomatics 2015 56 168 180 10.1016/j.psym.2014.10.005 25620566 PMC7111641 · DOI
- [41]Lundman B. Aléx L. Jonsén E. Lövheim H. Nygren B. Fischer R.S. Strandberg G. Norberg A. Inner strength in relation to functional status, disease, living arrangements, and social relationships among people aged 85 years and older Geriatr. Nurs. 2012 33 167 176 10.1016/j.gerinurse.2011.11.001 22209196 · DOI
- [42]Dias R. Santos R.L. Sousa M.F.B.D. Nogueira M.M.L. Torres B. Belfort T. Dourado M.C.N. Resilience of caregivers of people with dementia: A systematic review of biological and psychosocial determinants Trends Psychiatry Psychother. 2015 37 12 19 10.1590/2237-6089-2014-0032 25860562 · DOI
- [43]Cowan P.A. Cowan C.P. Schulz M.S. Thinking about risk and resilience in families. Stress, Coping, and Resiliency in Children and Families Psychology Press New York, NY, USA 1996 Volume 1
- [44]Barber B.K. Doty S.B. How can a majority be resilient? Critiquing the utility of the construct of resilience through a focus on youth in contexts of political conflict Handbook of Resilience in Children of War Springer New York, NY, USA 2013 233 252
- [46]Dulin A.J. Dale S.K. Earnshaw V.A. Fava J.L. Mugavero M.J. Napravnik S. Howe C.J. Resilience and HIV: A review of the definition and study of resilience AIDS Care 2018 30 6 17 10.1080/09540121.2018.1515470 PMC6436992 30632778 · DOI
- [47]Pecoraro A. Pacciolla A. O’Cleirigh C. Mimiaga M. Kwiatek P. Blokhina E. Verbitskaya E. Krupitsky E. Woody G.E. Proactive coping and spirituality among patients who left or remained in antiretroviral treatment in St Petersburg, Russian Federation AIDS Care 2016 28 334 338 10.1080/09540121.2015.1096895 26461806 · DOI
- [48]Hoge E.A. Austin E.D. Pollack M.H. Resilience: Research evidence and conceptual considerations for posttraumatic stress disorder Depress. Anxiety 2007 24 139 152 10.1002/da.20175 16892420 · DOI
- [49]Westphal M. Bonanno G.A. Posttraumatic growth and resilience to trauma: Different sides of the same coin or different coins? Appl. Psychol. 2007 56 417 427 10.1111/j.1464-0597.2007.00298.x · DOI · Paper page
- [50]Wexler L.M. Di Fluvio G. Burke T.K. Resilience and marginalized youth: Making a case for personal and collective meaning-making as part of resilience research in public health Soc. Sci. Med. 2009 69 565 570 10.1016/j.socscimed.2009.06.022 19596503 · DOI
- [51]Cuhadar D. Tanriverdi D. Pehlivan M. Kurnaz G. Alkan S. Determination of the psychiatric symptoms and psychological resilience levels of hematopoietic stem cell transplant patients and their relatives Eur. J. Cancer Care 2016 25 112 121 10.1111/ecc.12219 25040559 · DOI
- [52]Reis S.M. Colbert R.D. Hébert T.P. Understanding resilience in diverse, talented students in an urban high school Roeper Rev. 2004 27 110 120 10.1080/02783190509554299 · DOI
- [56]Wright M.O.D. Masten A.S. Narayan A.J. Resilience Processes in Development: Four Waves of Research on Positive Adaptation in the Context of Adversity Handbook of Resilience in Children Springer Boston, MA, USA 2013 15 37
- [57]Schumacher A. Sauerland C. Silling G. Berdel W.E. Stelljes M. Resilience in patients after allogeneic stem cell transplantation Support. Care Cancer 2014 22 487 493 10.1007/s00520-013-2001-6 24101151 · DOI
- [58]McAllister S.J. Vincent A. Hassett A.L. Whipple M.O. Oh T.H. Benzo R.P. Toussaint L.L. Psychological resilience, affective mechanisms and symptom burden in a tertiary-care sample of patients with fibromyalgia Stress Health 2015 31 299 305 10.1002/smi.2555 24376184 PMC4077991 · DOI · Paper page
- [59]Evers A.W. Zautra A. Thieme K. Stress and resilience in rheumatic diseases: A review and glimpse into the future Nat. Rev. Rheumatol. 2011 7 409 10.1038/nrrheum.2011.80 21691322 · DOI
- [60]Karoly P.L.S. Psychological “resilience” and its correlates in chronic pain: Findings from a national community sample Pain 2006 123 90 97 10.1016/j.pain.2006.02.014 16563626 · DOI
- [61]Wu G. Feder A. Cohen H. Kim J.J. Calderon S. Charney D.S. Mathe A.A. Understanding resilience Front. Behav. Neurosci. 2013 7 10 10.3389/fnbeh.2013.00010 23422934 PMC3573269 · DOI
- [63]Bonanno G.A. Galea S. Bucciarelli A. Vlahov D. What predicts psychological resilience after disaster? The role of demographics, resources, and life stress J. Consult. Clin. Psychol. 2007 75 671 682 10.1037/0022-006X.75.5.671 17907849 · DOI
- [64]Bonanno G.A. Ho S.M. Chan J.C. Kwong R.S. Cheung C.K. Wong C.P. Wong V.C. Psychological resilience and dysfunction among hospitalized survivors of the SARS epidemic in Hong Kong: A latent class approach Health Psychol. 2008 27 659 667 10.1037/0278-6133.27.5.659 18823193 · DOI · Paper page
- [66]Scali J. Gandubert C. Ritchie K. Soulier M. Ancelin M.L. Chaudieu I. Measuring resilience in adult women using the 10-items Connor-Davidson Resilience Scale (CD-RISC). Role of trauma exposure and anxiety disorders PLoS ONE 2012 7 e39879 10.1371/journal.pone.0039879 22768152 PMC3387225 · DOI
- [67]Lam W.W. Bonanno G.A. Mancini A.D. Ho S. Chan M. Hung W.K. Or A. Fielding R. Trajectories of psychological distress among Chinese women diagnosed with breast cancer Psychooncology 2010 19 1044 1051 10.1002/pon.1658 20014074 · DOI
- [68]Taylor J. Jacoby A. Baker G.A. Marson A.G. Ring A. White head M: Factors predictive of resilience and vulnerability in new on set epilepsy Epilepsia 2011 52 610 618 10.1111/j.1528-1167.2010.02775.x 21070216 · DOI
- [69]Sharpley C.F. Bitsika V. Wootten A.C. Christie D.R. Does resilience ‘buffer’against depression in prostate cancer patients? A multi-site replication study Eur. J. Cancer Care 2014 23 545 552 10.1111/ecc.12170 24506500 · DOI
- [70]Charney D.S. Psychobiological mechanisms of resilience and vulnerability: Implications for successful adaptation to extreme stress Am. J. Psychiatry 2004 161 195 216 10.1176/appi.ajp.161.2.195 14754765 · DOI · Paper page
- [71]Sudom K.A. Lee J.E. Zamorski M.A. A longitudinal pilot study of resilience in Canadian military personnel Stress Health 2014 30 377 385 10.1002/smi.2614 25476962 · DOI
- [72]Garcia-Dia M.J. DiNapoli J.M. Garcia-Ona L. Jakubowski R. O’flaherty D. Concept analysis: Resilience Arch. Psychiatr. Nurs. 2013 27 264 270 10.1016/j.apnu.2013.07.003 24238005 · DOI
- [73]Ungar M. Resilience, trauma, context, and culture Trauma Violence Abuse 2013 14 255 266 10.1177/1524838013487805 23645297 · DOI · Paper page
- [74]Rutter M. Implications of resilience concepts for scientific understanding Ann. N. Y. Acad. Sci. 2006 1094 1 12 10.1196/annals.1376.002 17347337 · DOI · Paper page
- [75]Earvolino-Ramirez M. Resilience: A concept analysis Nursing Forum Blackwell Publishing Inc Malden, MA, USA 2007 Volume 42 73 82 17474940
- [78]Ong A.D. Bergeman C.S. Bisconti T.L. Wallace K.A. Psychological resilience, positive emotions, and successful adaptation to stress in later life J. Personal. Soc. Psychol. 2006 91 730 749 10.1037/0022-3514.91.4.730 17014296 · DOI
- [79]Wachs T.D. Contributions of temperament to buffering and sensitization processes in children’s development Ann. N. Y. Acad. Sci. 2006 1094 28 39 10.1196/annals.1376.004 17347339 · DOI
- [80]Harvey J. DelFabbro P.H. Psychological resilience in disadvantaged youth: A critical overview Aust. Psychol. 2004 39 3 13 10.1080/00050060410001660281 · DOI
- [81]Rutter M. Resilience: Some conceptual considerations initiatives Proceedings of the Conference on Fostering Resilience Washington, DC, USA December 1991
- [82]McAllister M Lowe J.B. The Resilient Nurse: Empowering Your Practice Springer New York, NY, USA 2011
- [84]Brodsky A.E. Cattaneo L.B. A transconceptual model of empowerment and resilience: Divergence, convergence and interactions in kindred community concepts Am. J. Community Psychol. 2013 52 333 346 10.1007/s10464-013-9599-x 24057948 · DOI
- [86]Kim-Cohen J. Turkewitz R. Resilience and measured gene–environment interactions Dev. Psychopathol. 2012 24 1297 1306 10.1017/S0954579412000715 23062298 · DOI
- [87]Cicchetti D. Blender J.A. A multiple-levels-of-analysis perspective on resilience: Implications for the developing brain, neural plasticity, and preventive interventions Ann. N. Y. Acad. Sci. 2006 1094 248 258 10.1196/annals.1376.029 17347356 · DOI
- [88]Luthar S.S. Brown P.J. Maximizing resilience through diverse levels of inquiry: Prevailing paradigms, possibilities, and priorities for the future Dev. Psychopathol. 2007 19 931 955 10.1017/S0954579407000454 17705909 PMC2190297 · DOI · Paper page
- [89]Masten A.S. Resilience in children Developmental Psychology: Revisiting the Classic Studies SAGE Publications London, UK 2012 204
- [91]Hilliard M.E. McQuaid E.L. Nabors L. Hood K.K. Resilience in youth and families living with pediatric health and developmental conditions: Introduction to the special issue on resilience J. Pediatr. Psychol. 2015 40 835 839 10.1093/jpepsy/jsv072 26275974 PMC4592327 · DOI
- [92]Graber R. Turner R. Madill A. Best friends and better coping: Facilitating psychological resilience through boys’ and girls’ closest friendships Br. J. Psychol. 2016 107 338 358 10.1111/bjop.12135 26110231 · DOI
- [93]Black C. Ford-Gilboe M. Adolescent mothers: Resilience, family health work and health promoting practices J. Adv. Nurs. 2004 48 351 360 10.1111/j.1365-2648.2004.03204.x 15500529 · DOI
- [94]Campbell-Sills L. Cohan S.L. Stein M.B. Relationship of resilience to personality, coping, and psychiatric symptoms in young adults Behav. Res. Ther. 2006 44 585 599 10.1016/j.brat.2005.05.001 15998508 · DOI
- [95]Tan W.S. Beatty L. Kemp E. Koczwara B. What contributes to resilience in cancer patients? A principal component analysis of the Connor—Davidson Resilience Scale Asia Pac. J. Clin. Oncol. 2019 15 115 119 10.1111/ajco.13128 30746847 · DOI
- [96]Bonanno G.A. Westphal M. Mancini A.D. Resilience to loss and potential trauma Annu. Rev. Clin. Psychol. 2011 7 511 535 10.1146/annurev-clinpsy-032210-104526 21091190 · DOI · Paper page
- [98]Iacoviell B.M. Charney D.S. Psychosocial facets of resilience: Implications for preventing posttrauma psychopathology, treating trauma survivors, and enhancing community resilience Eur. J. Psychotraumatol. 2014 5 23970 10.3402/ejpt.v5.23970 25317258 PMC4185137 · DOI
- [99]Eshel Y. Kimhi S. Lahad M. Leykin D. Goroshit M. Risk Factors as Major Determinants of Resilience: A Replication Study Community Ment. Health J. 2018 54 1228 1238 10.1007/s10597-018-0263-7 29549544 · DOI
- [100]Eshel Y. Kimhi S. Determinants of individual resilience following missile attacks: A new perspective Personal. Individ. Differ. 2016 95 190 195 10.1016/j.paid.2016.02.052 · DOI
- [101]Eshel Y. Kimhi S. Lahad M. Leykin D. Individual, community, and national resiliencies and age: Are older people less resilient than younger individuals? Am. J. Geriatr. Psychiatry 2016 24 644 647 10.1016/j.jagp.2016.03.002 27160987 · DOI
- [102]Masten A.S. Resilience in children threatened by extreme adversity: Frameworks for research, practice, and translational synergy Dev. Psychopathol. 2011 23 493 506 10.1017/S0954579411000198 23786691 · DOI · Paper page
- [104]Howe A. Smajdor A. Stöckl A. Towards an understanding of resilience and its relevance to medical training Med. Educ. 2012 46 349 356 10.1111/j.1365-2923.2011.04188.x 22429170 · DOI
- [105]O’cleirigh C. Ironson G. Weiss A. Costa P.T. Jr. Conscientiousness predicts disease progression (CD4 number and viral load) in people living with HIV Health Psychol. 2007 26 473 10.1037/0278-6133.26.4.473 17605567 · DOI
- [107]Casale R. Sarzi-Puttini P. Botto R. Alciati A. Batticciotto A. Marotto D. Torta R. Fibromyalgia Concept Resilience Clin. Exp. Rheumatol. 2019 37 Suppl. 116 105 113 30747098
- [108]Ayed N. Toner S. Priebe S. Conceptualizing resilience in adult mental health literature: A systematic review and narrative synthesis Psychol. Psychother. Theory Res. Pract. 2018 10.1111/papt.12185 29888437 · DOI
- [109]Li Y. Cao F. Cao D. Liu J. Nursing students’ post-traumatic growth, emotional intelligence and psychological resilience J. Psychiatr. Ment. Health Nurs. 2015 22 326 332 10.1111/jpm.12192 25524781 · DOI
- [110]Bonanno G.A. Papa A. O’Neill K. Loss and human resilience Appl. Prev. Psychol. 2001 10 193 206 10.1016/S0962-1849(01)80014-7 · DOI
- [111]Von Ammon Cavanagh S. Furlanetto L. Creech S. Powell L. Medical illness, past depression, and present depression: A predictive triad for in hospital mortality Am. J. Psychiatry 2001 158 43 48 10.1176/appi.ajp.158.1.43 11136632 · DOI
- [112]Bitsika V. Sharpley C. Aroutzidis A. Smith D. The impact of students ‘internally-’ versus ‘externally-oriented’ coping strategies upon anxiety and depression: Implications for counselling processes Asia-Pac. J. Couns. Psychother. 2011 2 71 81 10.1080/21507686.2010.539240 · DOI
- [113]Sharpley C. Bitsika V. Christie D. How prostate cancer patients cope: Evaluation and refinement of the Prostate Cancer Patients’ Coping Strategies Scale J. Men Health 2012 9 70 78 10.1016/j.jomh.2012.01.003 · DOI
- [114]De Terte I. Stephens C. Psychological resilience of workers in high-risk occupations Stress Health 2014 30 353 355 10.1002/smi.2627 25476960 · DOI
- [115]Silverman A.M. Verrall A.M. Alschuler K.N. Smith A.E. Ehde D.M. Bouncing back again, and again: A qualitative study of resilience in people with multiple sclerosis Disabil. Rehabil. 2017 39 14 22 10.3109/09638288.2016.1138556 26878245 · DOI
- [116]Chen X. Wang Y. Yan Y. The Essential Resilience Scale: Instrument Development and Prediction of Perceived Health and Behaviour Stress Health 2016 32 533 542 10.1002/smi.2659 26541635 · DOI
- [117]Davidson J.R.T. Payne V.M. Connor K.M. Foa E.B. Rothbaum B.O. Hertzberg M.A. Weisler R.H. Trauma, resilience and saliostasis: Effects of treatment in post-traumatic stress disorder Int. Clin. Psychopharmacol. 2005 20 43 48 10.1097/00004850-200501000-00009 15602116 · DOI · Paper page
- [118]Prince-Embury S. Saklofske D.H. Resilience in Children, Adolescents, and Adults: Translating Research into Practice Springer Science Business Media New York, NY, USA 2013
- [119]Brush B.L. Kirk K. Gultekin L. Baiardi J.M. Overcoming: A concept analysis Nursing Forum Blackwell Publishing Inc. Malden, MA, USA 2011 Volume 46 160 168 PMC3149846 21806626
- [120]Netuveli G. Wiggins R.D. Montgomery S.M. Hildon Z. Blane D. Mental health and resilience at older ages: Bouncing back after adversity in the British Household Panel Survey J. Epidemiol. Community Health 2008 62 987 991 18854503
- [121]Violanti J.M. Paton D. Johnston P. Burke K.J. Clarke J. Keenan D. Stress shield: A model of police resiliency Emerg. Mental Health 2008 10 95 108 18788345
- [122]Klein R. Nicholls R.J. Thomalla F. Resilience to natural hazards: How useful is this concept? Glob. Environ. Chang. Part B Environ. Hazards 2003 5 35 45 10.1016/j.hazards.2004.02.001 · DOI
- [123]Kalisch R. Müller M.B. Tüscher O. A conceptual framework for the neurobiological study of resilience Behav. Brain Sci. 2015 38 92 10.1017/S0140525X1400082X 25158686 · DOI · Paper page
- [125]Xing C. Sun J.M. The role of psychological resilience and positive affect in risky decision-making Int. J. Psychol. 2013 48 935 943 10.1080/00207594.2012.729840 23170790 · DOI
- [126]Lazarus R.S. From psychological stress to the emotions: A history of changing outlooks Annu. Rev. Psychol. 1993 44 1 21 10.1146/annurev.ps.44.020193.000245 8434890 · DOI
- [128]Tedeschi R Kilmer R. Assessing strengths, resilience, and growth to guide clinical interventions Prof. Psychol. Res. Pract. 2005 36 230 237 10.1037/0735-7028.36.3.230 · DOI
- [129]Alvord M. Grados J. Enhancing resilience in children: A proactive approach Prof. Psychol. Res. Pract. 2005 36 238 245 10.1037/0735-7028.36.3.238 · DOI
- [130]Brandão J.M. Mahfoud M. Gianordoli-Nascimento I.F. The construction of the concept of resilience in psychology: Discussing the origins of resilience Paid (Ribeirão Preto) 2011 21 263 271 10.1590/S0103-863X2011000200014 · DOI
- [131]Yunes M.A.M. Psicologia positiva e resiliência: O foco no indivíduo e na família Psicologia em Estudo Maringá 2003 8 75 84 10.1590/S1413-73722003000300010 · DOI
- [132]Gillespie B.M. Chaboyer W. Wallis M. Development of a theoretically derived model of resilience through concept analysis Contemp. Nurse 2007 25 124 135 10.5172/conu.2007.25.1-2.124 17622996 · DOI · Paper page
- [133]Haase J.E. Peterson S.J. Resilience Middle Range Theories: Application to Nursing Theories Peterson S.J. Bredow T.S. Wolters Kluwer/Lippincott Williams and Wilkins Philadelphia, PA, USA 2013 278 279
- [134]Jacelon C.S. The trait and process of resilience J. Adv. Nurs. 1997 25 123 129 10.1046/j.1365-2648.1997.1997025123.x 9004020 · DOI
- [135]Richardson G.E. The metatheory of resilience and resiliency J. Clin. Psychol. 2002 58 307 321 10.1002/jclp.10020 11836712 · DOI
- [136]Lemyre L. Clément M. Corneil W. Craig L. Boutette P. Tyshenko M. Karyakina N. Clarke R. Krewski D. GAP-Santé Research Team A psychosocial risk assessment and management framework to enhance response to CBRN terrorism threats and attacks Biosecur. Bioterror. Biodef. Strategy Pract. Sci. 2005 3 316 330 10.1089/bsp.2005.3.316 16366841 · DOI
- [137]Masten A.S. Narayan A.J. Child development, disaster, and war Annu. Rev. Psychol. 2012 63 227 257 10.1146/annurev-psych-120710-100356 21943168 PMC5858878 · DOI
- [138]Norris F.H. Stevens S.P. Pfefferbaum B. Wyche K.F. Pfefferbaum R.L. Community resilience as a metaphor, theory, set of capacities, and strategy for disaster readiness Am. J. Community Psychol. 2008 41 127 150 10.1007/s10464-007-9156-6 18157631 · DOI · Paper page
- [139]Levine K.A. Against all odds: Resilience in single mothers of children with disabilities Soc. Work Health Care 2009 48 402 419 10.1080/00981380802605781 19396709 · DOI
- [140]Patterson J. Understanding family resilience J. Clin. Psychol. 2002 58 233 246 10.1002/jclp.10019 11836706 · DOI
- [141]Rutter M. Resilience: Causal pathways and social ecology The Social Ecology of Resilience Unique Springer New York, NY, USA 2012 33 42
- [142]Tusaie K. Puskar K. Sereika S.M. A predictive and moderating model of psychosocial resilience in adolescents J. Nurs. Scholarsh. 2007 39 54 60 10.1111/j.1547-5069.2007.00143.x 17393966 · DOI
- [143]Hernandez P. Gangsei D. Engstrom D. Vicarious resilience: A new concept in work with those who survive trauma Fam. Process. 2007 46 229 241 10.1111/j.1545-5300.2007.00206.x 17593887 · DOI
- [144]Lee I. Lee E.O. Kim H.S. Park Y.S. Song M. Park Y.H. Concept development of family resilience: A study of Korean families with a chronically ill child J. Clin. Nurs. 2004 13 636 645 10.1111/j.1365-2702.2004.00845.x 15189417 · DOI
- [145]Woodgate R.L. A review of the literature on resilience in the adolescent with cancer: Part, II J. Pediatr. Oncol. Nurs. 1999 16 78 89 10331328
- [146]Masten A.S. Resilience in developing systems: Progress and promise as the fourth wave rises Dev. Psychopathol. 2007 921 930 10.1017/S0954579407000442 17705908 · DOI · Paper page
- [147]Olson C.A. Bond L. Burns J.M. Vella-Brodrick D.A. Sawyer S.M. Adolescent resilience: A conceptual analysis J. Adolesc. 2003 26 1 11 10.1016/S0140-1971(02)00118-5 12550818 · DOI
- [148]Takahashi K. Kato A. Igari T. Sase E. Shibanuma A. Kikuchi K. Nanishi K. Jimba M. Yasuoka J. Sense of coherence as a key to improve homebound status among older adults with urinary incontinence Geriatr. Gerontol. Int. 2015 15 910 917 10.1111/ggi.12353 25257847 · DOI
- [149]De Alfieri W. Costanzo S. Borgogni T. Biological resilience of older adults versus frailty Med. Hypotheses 2011 76 304 305 10.1016/j.mehy.2010.11.028 21185129 · DOI
- [150]Paletti R. Recovery in context: Bereavement, culture, and the transformation of the therapeutic self Death Stud. 2007 32 17 26 10.1080/07481180701741236 18652063 · DOI
- [154]Masten A.S. Hubbard J. Gest S. Tellegen A. Garmezy N. Ramirez M. Competence in the context of adversity: Pathways to resilience and maladaptation from childhood to late adolescence Dev. Psychopathol. 1999 11 143 169 10.1017/S0954579499001996 10208360 · DOI
- [155]Werner E. Risk, resilience, and recovery: Perspectives from the Kauai Longitudinal Study Dev. Psychopathol. 1993 5 503 515 10.1017/S095457940000612X · DOI
- [156]Ungar M. The social ecology of resilience: Addressing contextual and cultural ambiguity of a nascent construct Am. J. Orthopsychiatr. 2011 81 17 10.1111/j.1939-0025.2010.01067.x 21219271 · DOI · Paper page
- [157]Dale S.K. Grimes T. Miller L. Ursillo A. Drainoni M.L. “In our stories”: The perspectives of women living with HIV on an evidence-based group intervention J. Health Psychol. 2017 22 1035 1045 10.1177/1359105315622558 26772760 · DOI
- [158]De Santis J.P. Florom-Smith A. Vermeesch A. Barroso S. DeLeon D.A. Motivation, management, and mastery: A theory of resilience in the context of HIV infection J. Am. Psychiatr. Nurses Assoc. 2013 19 36 46 10.1177/1078390312474096 23392433 PMC3773721 · DOI
- [159]Kent M. Davis M.C. Stark S.L. Stewart L.A. A resilience-oriented treatment for posttraumatic stress disorder: Results of a preliminary randomized clinical trial J. Trauma. Stress 2011 24 591 595 10.1002/jts.20685 21898603 · DOI
- [161]Bekhet A.K. Effects of positive cognitions and resourcefulness on caregiver burden among caregivers of persons with dementia Int. J. Mental Health Nurs. 2013 22 340 346 10.1111/j.1447-0349.2012.00877.x 23009397 · DOI
- [162]Fernández-Lansac V. Crespo L.M. Cáceres R. Rodríguez-Poyo M. Resilience in caregivers of patients with dementia: A preliminary study Rev. Esp. De Geriatr. Y Gerontol. 2012 47 102 109 10.1016/j.regg.2011.11.004 22579610 · DOI
- [163]O’Rourke N. Kupferschmidt A.L. Claxton A. Smith J.Z. Chappell N. Beattie B.L. Psychological resilience predicts depressive symptoms among spouses of persons with Alzheimer disease over time Aging Ment. Health 2010 14 984 993 10.1080/13607863.2010.501063 21069604 · DOI
- [164]Bull M.J. Strategies for sustaining self used by family caregivers for older adults with dementia J. Holist. Nurs. 2014 32 127 135 10.1177/0898010113509724 24227181 · DOI
- [165]Fitzpatrick K.E. Vacha-Haase T. Marital satisfaction and resilience in caregivers of spouses with dementia Clin. Gerontol. 2012 33 165 180 10.1080/07317111003776547 · DOI
- [166]Garces S.B.B. De Rosso Krug M. Hansen Brunelli A.V. da Costa F.T.L. Rosa C.B. Seibel R. Avaliação da resiliência do cuidador de idosos com Alzheimer Revista Brasileira de Geriatria e Gerontologia 2012 15 335 352 10.1590/S1809-98232012000200016 · DOI
- [167]Wilks S.E. Croom B. Perceived stress and resilience in Alzheimer’s disease caregivers: Testing moderation and mediation models of social support Aging Ment. Health 2008 12 357 365 10.1080/13607860801933323 18728949 · DOI
- [168]Hilliard M.E. Harris M.A. Weissberg-Benchell J. Diabetes resilience: A model of risk and protection in type 1 diabetes Curr. Diabetes Rep. 2012 12 739 748 10.1007/s11892-012-0314-3 22956459 · DOI
- [169]Hofer M.A. Evolutionary basis of adaptation in resilience and vulnerability: Response to Cicchetti and Blender Ann. N. Y. Acad. Sci. 2006 1094 259 262 10.1196/annals.1376.030 17347357 · DOI
- [171]Lee T.Y. Cheung C.K. Kwong W.M. Resilience as a positive youth development construct: A conceptual review Sci. World J. 2012 2012 390450 10.1100/2012/390450 PMC3353472 22623893 · DOI
- [172]Masten A. Best K. Garmezy N. Resilience and development: Contributions from the study of children who overcome adversity Dev. Psychopathol. 1990 2 425 444 10.1017/S0954579400005812 · DOI
- [173]Thomas L.J. Revell S.H. Resilience in nursing students: An integrative review Nurse Educ. Today 2016 36 457 462 10.1016/j.nedt.2015.10.016 26549265 · DOI
- [174]McAllister M. McKinnon J. The importance of teaching and learning resilience in the health disciplines: A critical review of the literature Nurse Educ. Today 2009 29 371 379 10.1016/j.nedt.2008.10.011 19056153 · DOI
- [175]Thompson K.A. Bulls H.W. Sibille K.T. Bartley E.J. Glover T.L. Terry E.L. Vaughn I.A. Cardoso J.S. Sotolongo A. Staud R. Optimism and psychological resilience are beneficially associated with measures of clinical and experimental pain in adults with or at risk for knee osteoarthritis Clin. J. Pain 2018 34 1164 1172 30036216 PMC6219932
- [176]Norman E. Resiliency Enhancement: Putting the Strength Perspective into Social Work Practice Columbia University Press New York, NY, USA 2012
- [177]Rabkin J.G. Remien R. Katoff L. Williams JBW. Resilience in adversity among long-term survivors of AIDS Hosp. Community Psychiatry 1993 44 162 167 8432502
- [178]Hart P. Brannan J. Chesma M. Resilience in nurses: An integrative review J. Nurs. Manag. 2014 22 720 734 10.1111/j.1365-2834.2012.01485.x 25208943 · DOI
- [179]Eisenach J.H. Sprung J. Clark M.M. Shanafelt T.D. Johnson B.D. Kruse T.N. Long T.R. The Psychological and Physiological Effects of Acute Occupational Stress in New Anesthesiology Residents. A Pilot Trial J. Am. Soc. Anesthesiol. 2014 121 878 893 10.1097/ALN.0000000000000397 25093592 PMC4175179 · DOI
- [180]Vaishnavi S. Connor K. Davidson J.R. An abbreviated version of the Connor-Davidson Resilience Scale (CD-RISC), the CD-RISC2: Psychometric properties and applications in psychopharmacological trials Psychiatry Res. 2007 152 293 297 10.1016/j.psychres.2007.01.006 17459488 PMC2041449 · DOI
- [181]Catalano R.F. Berglund M.L. Ryan J.A.M. Lonczak H.S. Hawkins J.D. Positive youth development in the United States: Research findings on evaluations of positive youth development programs Ann. Am. Acad. Political Soc. Sci. 2004 591 98 124 10.1177/0002716203260102 · DOI
- [182]Wagnild G.M. Collins J.A. Assessing resilience J. Psychosoc. Nurs. Ment. Health Serv. 2009 47 28 33 10.3928/02793695-20091103-01 20000280 · DOI
- [184]Miller A.M. Chandler P.J. Acculturation, resilience, and depression in midlife women from the former Soviet Union Nurs. Res. 2002 51 26 32 10.1097/00006199-200201000-00005 11822566 · DOI
- [185]Wagnild G.M.H.M. Development and psychometric evaluation of the Resilience Scale J. Nurs. Meas. 1993 1 165 178 7850498
- [186]Gibson C.A. An integrated approach to managing disruption-related risk: Life and death in a model community J. Bus. Contin. Emerg. Plan. 2010 4 246 261 20826388
- [187]Horn S.R. Charney D.S. Feder A. Understanding resilience: New approaches for preventing and treating PTSD Exp. Neurol. 2016 284 119 132 10.1016/j.expneurol.2016.07.002 27417856 · DOI
- [189]Luthar S.S. Doernberger C.H. Zigler E. Resilience is not a unidimensional construct: Insights from a prospective study of inner-city adolescents Dev. Psychopathol. 1993 5 703 717 10.1017/S0954579400006246 25722542 PMC4339070 · DOI
- [190]Masten A.S. Coatsworth J.D. The development of competence in favourable and unfavourable environments: Lessons from research on successful children Am. Psychol. 1998 53 205 220 10.1037/0003-066X.53.2.205 9491748 · DOI · Paper page
- [191]Waugh C.E. Fredrickson B.L. Taylor S.F. Adapting to life’s slings and arrows: Individual differences in resilience when recovering from an anticipated threat J. Res. Personal. 2008 42 1031 1046 10.1016/j.jrp.2008.02.005 PMC2711547 19649310 · DOI
- [192]Masten A.S. Pathways to integrated resilience science Psychol. Inq. Int. J. Adv. Psychol. Theory 2015 26 187 196 10.1080/1047840X.2015.1012041 · DOI
- [193]Earnshaw V.A. Bogart L.M. Dovidio J.F. Williams D.R. Stigma and racial/ethnic HIV disparities: Moving toward resilience Am. Psychol. 2013 68 225 236 10.1037/a0032705 23688090 PMC3740715 · DOI
- [194]Unger M. Resilience across cultures Br. J. Soc. Work 2008 38 218 235 10.1093/bjsw/bcl343 · DOI
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- Authors
- Sisto, A., Vicinanza, F., Campanozzi, L. L., Ricci, G., Tartaglini, D., & Tambone, V.
- Affiliations
- Campus Bio Medico University Hospital (IT)
- Università Campus Bio-Medico (IT)
- Università di Camerino (IT)
- Corresponding author
- Campanozzi, Laura Leondina
- ORCID
- Venue
- Medicina
- Publisher
- MDPI AG
- Published
- 2019-11-16
- Volume
- 55
- Issue
- 11
- Pages
- 745
- ISSN
- 1010-660X (ISSN-L)
- 1648-9144
- PMC
- PMC6915594
- OpenAlex
- W2984616950
- Cited by
- 547
- References
- 23
- Citations by year
- 2026: 100 · 2025: 153 · 2024: 102 · 2023: 95 · 2022: 53 · 2021: 33 · 2020: 10 · 2019: 1
- FWCI
- 3.84
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Medicina (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Unicam Scientific Publications (University of Camerino) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Social Sciences › Psychology › Applied Psychology › Optimism, Hope, and Well-being
- Health Sciences › Health Professions › General Health Professions › Health, psychology, and well-being
- Keywords
- psychological resilience, conceptual definitions, construct definition, perseverance, self-awareness, personal growth, resilience measurement, resilience resources
- MeSH terms
- Adaptation, Psychological, Humans, Resilience, Psychological
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