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Emotional distress related to hazards and earthquake risk perception

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Abstract

This paper aimed to investigate emotional distress related to hazards (EDH) considering appraisals and personal resources from cognitive appraisal theory in a sample of Bucharest inhabitants periodically exposed to earthquakes (EQ). The sample consisted of 336 respondents (M = 33.71 years old, SD = 13.71, 64.6% females). The hierarchical regression model revealed that discomfort of living space, a personal resource, was the strongest predictor of EDH (β = .18, t(313) = 3.09, p < .01), closely followed by appraisals or risk perception variables: hazards anticipation (β = .17, t(316) = 2.11, p < .05) and negative EQ consequences (β = .13, t(316) = 2.28, p < .05). The overall model explained 17% of the variance of EDH. This study shows that the cognitive appraisal theory can be successfully used to explain the EDH of citizens living in an earthquake-prone city. Also, it emphasizes that earthquake-related factors can be relevant when discussing EDH levels of people in cities experiencing recurrent earthquakes.

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References

  • Abler B, Erk S, Herwig U, Walter H (2007) Anticipation of aversive stimuli activates extended amygdala in unipolar depression. J Psychiatr Res 41(6):511–522. https://doi.org/10.1016/j.jpsychires.2006.07.020

    Article  Google Scholar 

  • Ainuddin S, Routray JK, Ainuddin S (2014) People’s risk perception earthquake prone Quetta city of Baluchistan. Int J Disaster Risk Reduct 7:165–175

    Article  Google Scholar 

  • Allen J, Inder KJ, Lewin TJ, Attia J, Kelly BJ (2012) Social support and age influence distress outcomes differentially across urban, regional and remote Australia: an exploratory study. BMC Public Health 12:928. https://doi.org/10.1186/1471-2458-12-928

    Article  Google Scholar 

  • Anderson CA, Anderson KB, Deuser WE (1996) Examining an affective aggression framework: weapon and temperature effects on aggressive thoughts, affect, and attitudes. Pers Soc Psychol Bull 22:366–376

    Article  Google Scholar 

  • Ardaya AB, Evers M, Ribbe L (2017) What influences disaster risk perception? Intervention measures, flood and landslide risk perception of the population living in flood risk areas in Rio de Janeiro state, Brazil. Int J Disaster Risk Reduct 25:227–237

    Article  Google Scholar 

  • Armaș I (2006) Earthquake risk perception in Bucharest Romania. Risk Anal 26(5):1223–1234

    Article  Google Scholar 

  • Armaş I (2008) Social vulnerability and seismic risk perception. Case Study: the historic center of the Bucharest municipality/Romania. Nat Hazards 47(3):397–410. https://doi.org/10.1007/s11069-008-9229-3

    Article  Google Scholar 

  • Armaş I, Avram E (2008) Patterns and trends in the perception of seismic risk. Case study: Bucharest municipality/Romania. Natural Hazards 44(1):147–161. https://doi.org/10.1007/s11069-007-9147-9

    Article  Google Scholar 

  • Armaș I, Gavris A (2013) Social vulnerability assessment using spatial multi-criteria analysis (SEVI model) and the social vulnerability index (SoVI model)—A case study for Bucharest Romania. Nat Hazards Earth Syst Sci 13:1481–1499. https://doi.org/10.5194/nhess-13-1481-2013

    Article  Google Scholar 

  • Armaş I, Ionescu R, Al G, Toma-Danila D (2016a) Vulnerability hotspots in Bucharest, Romania. Appl Geogr 77:49–63

    Article  Google Scholar 

  • Armaş I, Toma D, Ionescu R, Al G (2016b) Quantitative population loss assessment: seismic scenarios for Bucharest using 2002 census data. GI Forum Journal 1:30–40

    Google Scholar 

  • Armaş I, Toma D, Ionescu R, Al G (2017) Vulnerability to earthquake hazard: Bucharest case study, Romania. International Journal of Disaster Risk Science 8(2):182–195

    Article  Google Scholar 

  • Avram E, Podina IR, Giosan C (2016) A cognitive-behavioral standpoint on the perceived consequences of a major seismic event in relation to optimism and pre-hazard emotional distress. J Rational-Emot Cognitive-Behav Ther 34(2):114–124. https://doi.org/10.1007/s10942-015-0231-x

    Article  Google Scholar 

  • Bakker LP, Småstuen MC, Reichelt JG, Gjerstad CL, Tønnessen A, Weisæth L, Herlofsen PH, Grov EK (2019) The trajectory of symptom burden in exposed and unexposed survivors of a major avalanche disaster: a 30 year long-term follow-up study. BMC Psychiatry 19(1):175. https://doi.org/10.1186/s12888-019-2159-7

    Article  Google Scholar 

  • Beaglehole B, Mulder RT, Boden JM, Bell CJ (2019) A systematic review of the psychological impacts of the Canterbury earthquakes on mental health. Ment Health Wellbeing 43(3):274–280

    Google Scholar 

  • Beck AT, Epstein N, Brown G, Steer RA (1988) An inventory for measuring clinical anxiety: psychometric properties. J Consult Clin Psychol 56:893–897

    Article  Google Scholar 

  • Bennetts H, Soebarto V, Oakley S, Babie P (2017) Feeling safe and comfortable in the urban environment. J Urban 10(4):401–421

    Google Scholar 

  • Bilham R (2009) The seismic future of cities. Bull Earthq Eng 7:839–887

    Article  Google Scholar 

  • Blanton H, Pelham BW, DeHart T, Carvallo M (2001) Overconfidence as dissonance reduction. J Exp Soc Psychol 37(5):373–385

    Article  Google Scholar 

  • Boholm A (1998) Comparative studies of risk perception: a review of twenty years of research. J Risk Res 1(2):135–163

    Article  Google Scholar 

  • Boyraz G, Waits JB, Felix VA (2014) Authenticity, life satisfaction, and distress: a longitudinal analysis. J Couns Psychol 61(3):498–505. https://doi.org/10.1037/cou0000031

    Article  Google Scholar 

  • Browne MW, Cudeck R (1992) Alternative ways of assessing model fit. Sociol Methods Res 21(2):230–258. https://doi.org/10.1177/0049124192021002005

    Article  Google Scholar 

  • Burton I (1990) Factors in urban stress. J Sociol Soc Welf 17(1):79–92

    Google Scholar 

  • Cabrera-Arnau C, Curiel RP, Bishop SR (2020) Uncovering the behavior of road accidents in urban areas. R Soc Open Sci 7:191739

    Article  Google Scholar 

  • CRED (2019) Natural disasters 2018. https://emdat.be/sites/default/files/adsr_2018.pdf. Accessed 9 February 2020

  • Diener E, Emmons RA, Larsen RJ, Griffin S (1985) The satisfaction with life scale. J Pers Assess 49(1):71–75. https://doi.org/10.1207/s15327752jpa4901_13

    Article  Google Scholar 

  • Diener E, Suh EM, Lucas RE, Smith HL (1999) Subjective wellbeing: three decades of progress. Psychol Bull 125(2):276–302. https://doi.org/10.1037/0033-2909.125.2.276

    Article  Google Scholar 

  • Earthquaketrack.com. 2019. Recent earthquakes near Bucharest. https://earthquaketrack.com/ro-10-bucharest/recent. Accessed 9 February 2020

  • Earthquaketrack.com. 2020. Recent earthquakes near Bucharest. https://earthquaketrack.com/ro-10-bucharest/recent. Accessed 25 May 2020

  • Erdik M, Durukal E (2008) Earthquake risk and its mitigation in Istanbul. Nat Hazards 44:181–197

    Article  Google Scholar 

  • Galea S, Vlahov D (2005) Urban health: evidence, challenges, and directions. Annu Rev Public Health 26:341–365

    Article  Google Scholar 

  • Gong Y, Palmer S, Gallacher J, Marsden T, Fone D (2016) A systematic review of the relationship between objective measurements of the urban environment and psychological distress. Envinron Int 96:48–57

    Article  Google Scholar 

  • Grupe DW, Nitschke JB (2013) Uncertainty and anticipation in anxiety: an integrated neurobiological and psychological perspective. Nat Rev Neurosci 14(7):488–501. https://doi.org/10.1038/nrn3524

    Article  Google Scholar 

  • Guilaran J, de Terte I, Kaniasty K et al (2018) Psychological outcomes in disaster responders: a systematic review and meta-analysis on the effect of social support. Int J Disaster Risk Sci 9:344–358. https://doi.org/10.1007/s13753-018-0184-7

    Article  Google Scholar 

  • Guo S, Tian D, Wang X, Xiao Y, He H, Qu Z, Zhang X (2015) Protective effects of social support content and support source on depression and its prevalence 6 months after Wenchuan earthquake: protective effects of social support. Stress Health 31(5):382–392. https://doi.org/10.1002/smi.2563

    Article  Google Scholar 

  • Hall BJ, Sou K, Chen W, Zhou F, Chang K, Latkin C (2016) An evaluation of the buffering effects of types and sources of support on depressive symptoms among natural disaster–exposed Chinese adults. Psychiatry 79(4):389–402. https://doi.org/10.1080/00332747.2016.1158004

    Article  Google Scholar 

  • Hu L-T, Bentler PM (1995) Evaluating model fit. In: Hoyle RH (ed) Structural equation modeling: concepts, issues, and applications. Sage Publications, Thousand Oaks, pp 76–99

    Google Scholar 

  • Jerrim J (2015) Do college students make better predictions of their future income than young adults in the labor force? Educ Econ 23(2):162–179

    Article  Google Scholar 

  • Kahneman D, Diener E, Schwarz N (2003) Well-being: the foundations of hedonic psychology. Russell Sage Foundation, New York

    Google Scholar 

  • Kahneman D, Slovic SP, Slovic P, Tversky A (1982) Judgment under uncertainty: heuristics and biases. Cambridge University Press, London

    Book  Google Scholar 

  • Kaniasty K, Norris FH (2000) Help-seeking comfort and receiving social support: the role of ethnicity and context of need. Am J Community Psychol 28:545–581

    Article  Google Scholar 

  • Kennedy BK, Berger SL, Brunet A, Campisi J, Cuervo AM, Epel ES, Franceschi C, Lithgow GJ, Morimoto RI, Pessin JE, Rando TA, Richardson A, Schadt EE, Wyss-Coray T, Sierra F (2014) Geroscience: linking aging to chronic disease. Cell 159(4):709–713. https://doi.org/10.1016/j.cell.2014.10.039

    Article  Google Scholar 

  • Kennedy R, Buys L, Miller E (2015) Residents’ experiences of privacy and comfort in multi-storey apartment dwellings in subtropical Brisbane. Sustainabililty 7:7741–7761

    Article  Google Scholar 

  • Klepeis NE, Nelson WC, Ott WR, Robinson JP, Tsang AM, Switzer P, Engelmann WH (2001) The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants. J Eposure Sci Environ Epidemiol 11(3):231–252. https://doi.org/10.1038/sj.jea.7500165

    Article  Google Scholar 

  • Labott SM, Johnson TP, Fendrich M, Feeny NC (2013) Emotional risks to respondents in survey research. J Empir Res Hum Res Ethics 8(4):53–66

    Article  Google Scholar 

  • Lamontagne M, La Rochelle S (2000) Earth scientists can help people who fear earthquakes. Seismol Res Lett 71(4):461–463

    Article  Google Scholar 

  • Lazarus RS, Folkman S (1984) Stress, appraisal, and coping. Springer, New York

    Google Scholar 

  • Livanou M, Kasvikis Y, Basoglu M, Mytskidou P, Sotiropoulou V, Voutsa N (2005) Earthquake-related psychological distress and associated factors 4 years after the Parnitha earthquake in Greece. Eur Psychiatry 20(2):137–144

    Article  Google Scholar 

  • Marko D, Linder SH, Tullar JM, Reynolds TF, Estes LJ (2015) Predictors of serious psychological distress in an urban population. Community Ment Health J 51(6):708–714. https://doi.org/10.1007/s10597-014-9790-z

    Article  Google Scholar 

  • Marum G, Clench-Aas J, Nes RB, Raanaas RK (2014) The relationship between negative life events, psychological distress, and life satisfaction: a population-based study. Qual Life Res 23(2):601–611. https://doi.org/10.1007/s11136-013-0512-8

    Article  Google Scholar 

  • Norris FH, Kaniasty K (1996) Received and perceived social support in times of stress: a test of the social support deterioration deterrence model. J Pers Soc Psychol 71(3):498–511

    Article  Google Scholar 

  • Novikova OV, Vorobieva IA, Enescu D, Radulian M, Kuznetzov I, Panza GF (1995) Prediction of strong earthquakes in Vrancea, Romania, using the CN Algorithm. PAGEOPH 145(2):277–296

    Article  Google Scholar 

  • Noy I, Dupont W (2016) The long-term consequences of natural disasters—A summary of the literature. http://hdl.handle.net/10063/4981. Accessed 11 March 2020

  • Ortiz MA, Kurvers SR, Bluyssen PM (2017) A review of comfort, health, and energy use: understanding daily energy use and wellbeing for the development of a new approach to study comfort. Energ Build 152:323–335. https://doi.org/10.1016/j.enbuild.2017.07.060

    Article  Google Scholar 

  • Oven K, Bankoff G (2020) The neglected country(side): earthquake risk perceptions and disaster risk reduction in post-Soviet rural Kazakhstan. J Rural Stud 80:171–184. https://doi.org/10.1016/j.jrurstud.2020.08.048

    Article  Google Scholar 

  • Paul BK, Bhuiyan RH (2010) Urban earthquake hazard: perceived seismic risk and preparedness in Dhaka city. Bangladesh Disasters 34(2):337–359

    Article  Google Scholar 

  • Pavot W, Diener E (1993) Review of the satisfaction with life scale. In: Diener E (ed) Assessing well-being. Springer, Netherlands

    Google Scholar 

  • Petitte T, Mallow J, Barnes E, Petrone A, Barr T, Theeke L (2015) A systematic review of loneliness and common chronic physical conditions in adults. Open Psychol J 8(2):113–132. https://doi.org/10.2174/1874350101508010113

    Article  Google Scholar 

  • Pistoia F, Conson M, Carolei A, Dema MG, Splendiani A, Curcio G, Sacco S (2018) Post-earthquake distress and development of emotional expertise in young adults. Front Behav Neurosci 12:91. https://doi.org/10.3389/fnbeh.2018.00091

    Article  Google Scholar 

  • Qureshi MI, Khan SU, Rana IA, Ali B, Rahman A (2021) Determinants of people’s seismic risk perception: a case study of Malakand, Pakistan. Int J Disaster Risk Reduct 55:102078

    Article  Google Scholar 

  • Rahman ML (2019) Risk perception and awareness of earthquake: the case of Dhaka. Int J Disaster Resil Built Environ 10(1):65–82

    Article  Google Scholar 

  • Salguero JM, Fernández-Berrocal P, Iruarrizaga I, Cano-Vindel A, Galea S (2011) Major depressive disorder following terrorist attacks: a systematic review of prevalence, course and correlates. BMC Psychiatry 11:96. https://doi.org/10.1186/1471-244X-11-96

    Article  Google Scholar 

  • Sava FA (ed) (2011) Factorial analysis. In: Data analysis in psychological research, 2nd edn., pp 139–184. ASCR, Cluj-Napoca

  • Schermelleh-Engel K, Moosbrugger H, Müller H (2003) Evaluating the fit of structural equation models: tests of significance and descriptive goodness-of-fit measures. Methods Psychol Res 8(2):23–74

    Google Scholar 

  • Şeker BD (2016) Evaluation of life satisfaction after the 2011 Van (Turkey) earthquake. Soc Behav Pers Int J 44(9):1409–1417. https://doi.org/10.2224/sbp.2016.44.9.1409

    Article  Google Scholar 

  • Seo H, Seo Y, Na W-J, Kim KW (2015) Indoor thermal comfort characteristic of the living space of college students. Int J Appl Eng Res 10(10):26817–26822

    Google Scholar 

  • Shepley M, Sachs N, Sadatsafavi H, Fournier C, Peditto K (2019) The impact of green space on violent crime in urban environments: an evidence synthesis. Int J Environ Res Public Health 16(24):5119. https://doi.org/10.3390/ijerph16245119

    Article  Google Scholar 

  • Smyth JM, Zawadzki MJ, Juth V, Sciamanna CN (2017) Global life satisfaction predicts ambulatory affect, stress, and cortisol in daily life in working adults. J Behav Med 40(2):320–331. https://doi.org/10.1007/s10865-016-9790-2

    Article  Google Scholar 

  • Taber KS (2018) The use of cronbach’s alpha when developing and reporting research instruments in science education. Res Sci Educ 48:1273–1296

    Article  Google Scholar 

  • Tansey CM, Anderson J, Boulanger RF et al (2017) Familiar ethical issues amplified: how members of research ethics committees describe ethical distinctions between disaster and non-disaster research. BMC Med Ethics 18(1):44

    Article  Google Scholar 

  • Tekeli-Yeşil S, Dedeoğlu N, Braun-Fahrlaender C, Tanner M (2011) Earthquake awareness and perception of risk among the residents of Istanbul. Nat Hazards 59(1):427–446. https://doi.org/10.1007/s11069-011-9764-1

    Article  Google Scholar 

  • The World Bank (2019, November 25). In Europe’s disaster risk capital, Romanians turn to technology. Retrieved from https://www.worldbank.org/en/news/feature/2019/11/25/in-europe-disaster-risk-capital-romanians-turn-to-technology

  • Toma-Danila D, Armaş I, Cioflan CO, Ionescu R, Gavris Al (2016) Recent researches on the quantification of seismic vulnerability and risk for Bucharest. Proceedings of the Risk Reduction for Resilient Cities (RRRC 2016) Conference, Bucharest, Romania, November 3 – 4

  • Uchino BN (2009) Understanding the links between social support and physical health: a life-span perspective with emphasis on the separability of perceived and received support. Perspect Psychol Sci 4(3):236–255. https://doi.org/10.1111/j.1745-6924.2009.01122.x

    Article  Google Scholar 

  • UNISDR (2015) United Nations Office for Disaster Risk Reduction Annual Report 2014. https://www.undrr.org/publication/unisdr-annual-report-2014. Accessed 9 February 2020

  • Van Ootegem L, Verhofstadt E (2016) Wellbeing, life satisfaction and capabilities of flood disaster victims. Environ Impact Assess Rev 57:134–138. https://doi.org/10.1016/j.eiar.2015.12.001

    Article  Google Scholar 

  • VitalSigns (2017) București: Pulsul Comunității. Fundația Comunitară București

  • Watanabe C, Okumura J, Chiu T-Y, Wakai S (2004) Social support and depressive symptoms among displaced older adults following the 1999 Taiwan earthquake. J Trauma Stress 17(1):63–67. https://doi.org/10.1023/B:JOTS.0000014678.79875.30

    Article  Google Scholar 

  • Willie TC, Powell A, Kershaw T (2016) Stress in the City: influence of urban social stress and violence on pregnancy and postpartum quality of like among adolescent and young mothers. J Urban Health 93(1):19–35

    Article  Google Scholar 

  • Xu D, Liu Y, Deng X, Qing Ch, Zhuang L, Yong Z, Huang K (2019) Earthquake disaster risk perception process model for rural households: a pilot study from Southwestern China. Int J Environ Res Public Health 16(22):4512

    Article  Google Scholar 

  • Zimet GD, Dahlem NW, Zimet SG, Farley GK (1988) The Multidimensional scale of perceived social support. J Pers Assess 52(1):30–41. https://doi.org/10.1207/s15327752jpa5201_2

    Article  Google Scholar 

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  1. Daniela Ionescu, Claudia Iuliana Iacob, Eugen Avram and Iuliana Armaș have an equal contribution to the manuscript.

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  1. Department of Sociology, National School of Political and Administrative Studies, Bucharest, Romania

    Daniela Ionescu

  2. Department of Psychology, University of Bucharest, Panduri Street, No. 90, Sector 5, Bucharest, Romania

    Claudia Iuliana Iacob & Eugen Avram

  3. Department of Geography, University of Bucharest, Bucharest, Romania

    Iuliana Armaș

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  1. Daniela Ionescu
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Ionescu, D., Iacob, C.I., Avram, E. et al. Emotional distress related to hazards and earthquake risk perception. Nat Hazards 109, 2077–2094 (2021). https://doi.org/10.1007/s11069-021-04911-6

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