Skip to main content

Advertisement

Log in

Using provincial baseline indicators to model geographic variations of disaster resilience in Thailand

  • Original Paper
  • Published:
Natural Hazards Aims and scope Submit manuscript

Abstract

Understanding a community’s capacity for responding to and recovering from natural disasters has been an emphasis of recent disaster research. In particular, scholars have called for the development of methodologies for measuring a location’s resilience to disasters. While several studies propose methodologies and frameworks for measuring disaster resilience in the USA, few studies examine and measure resilience in international settings. This study applies Cutter et al.’s (Glob Environ Change 18:598–606, 2008) Disaster Resilience of Place (DROP) model in order to examine disaster resilience at the provincial level in Thailand. Guided by the DROP model, 25 variables were selected from the 2000 and 2010 Thai Census and 2005–2006 Statistical Yearbook that served as indicators of resilience. Using a principal component analysis, a set of baseline metrics reflecting dimensions of community capacities that influence disaster resilience was created. This analysis resulted in four dimensions describing resilience: household assets, economic assets, community/response assets, and institutional assets. Using the derived index, a correlation analysis was then conducted to examine differences in rural and urban disaster resilience. While the results of the model suggest that disaster resilience is generally higher in the more urbanized areas, we also note that communities located in rural areas in Thailand may not necessarily be less resilient to the impacts of disasters and call for studies conducted at both the macrolevel (provincial level) and at microlevel (village or neighborhood level) to get a nuanced understanding of community resiliency.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. As described in Flood (2000), a tambon is a political subdistrict similar to a township that includes a minimum of 7000 citizens in which many of the government activities and services are organized.

References

  • Adger WN, Hughs TP, Folke C, Carpenter SR, Rockström J (2005) Social-ecological resilience to coastal disasters. Sci 309:1036–1039

    Article  Google Scholar 

  • Ahmad A, Isvilanonda S (2005) Rural poverty and agricultural diversification in Thailand. In: Toriyama K, Heong KL, Hardy B (eds) Rice is life: scientific perspectives for the 21st century. International Research Institute, Los Banos, pp 425–428

    Google Scholar 

  • Andrew SA, Arlikatti S, Siebeneck L, Pongponrat K, Jaikampan K (in press) Sources of organizational resiliency during the Thailand floods of 2011: a test of bonding and bridging hypotheses. Disasters J

  • Arlikatti S, Andrew SA (2012) Housing design and the long-term recovery processes in the aftermath of the 2004 Indian Ocean tsunami. Nat Hazard Rev 13:34–44

    Article  Google Scholar 

  • Arlikatti S, Peacock WG, Prater CS, Grover H, Sekar ASG (2010) Assessing the impact of the Indian Ocean tsunami on households: a modified domestic assets index approach. Disasters 34:705–731

    Article  Google Scholar 

  • Asia News Monitor (2012) Thailand: Angry residents block major road, demanding government speed up flood repair relief. (2012, Jan 09). Retrieved from http://search.proquest.com/docview/914609308?accountid=14677 Accessed 27 June 2013

  • Associated Press (2013) Thai court delays start of flood prevention works. http://www.wral.com/thai-court-delays-start-of-flood-prevention-works/12601186/. Accessed 27 June 2013

  • Birkmann J (2006) Measuring vulnerability to promote disaster-resilient societies: conceptual frameworks and definitions. In: Birkmann J (ed) Measuring vulnerability to natural hazards: towards disaster resilient societies. TERI Press, New Delhi, pp 9–54

    Google Scholar 

  • Bowman AOM, Parsons BM (2009) Vulnerability and resilience in local government: assessing strength of performance regimes. State Loc Gov Rev 41:13–24

    Article  Google Scholar 

  • Bruneau M, Chang SE, Eguchi RT, Le GC, O’Rourke TD, Reinhorn AM, Shinozuka M, Tierney K, Wallace WA, von Winterfeldt D (2003) A framework to quantitatively assess and enhance the seismic resilience of communities. Earthqu Spectra 19:733–752

    Article  Google Scholar 

  • Buckle P (2006) Assessing social resilience. In: Paton D (ed) Disaster Resilience: an integrated approach. Charles C Thomas Publisher, Springfield, pp 88–103

    Google Scholar 

  • Chang SE, Huang P (2012) When disasters are a part of home: the Hakka community’s rootedness and resilience to periodic landslides in Shenmu Village. Landsc. Rev 14:34–47

    Google Scholar 

  • Chang SE, Shinozuka M (2004) Measuring improvements in the disaster resilience of communities. Earthqu Spectra 20:739–755

    Article  Google Scholar 

  • Chariyaphan R (2012) Thailand’s country profile 2012, Department of Disaster Prevention and Mitigation (DDPM). Ministry of Interior, Thailand

    Google Scholar 

  • Cohen E (2007) Tsunami and flash-floods-contrasting modes of tourism-related disasters in Thailand. Tourism Rec Res 32:21–39

    Article  Google Scholar 

  • Cox RS, Perry KME (2011) Like a fish out of water: reconsidering disaster recovery and the role of place and social capital in community disaster resilience. Am J Commun Psych 48:395–411

    Article  Google Scholar 

  • Cross JA (2014) Disaster devastation of US communities: long-term demographic consequences. Environ Hazards 13:73–91

    Article  Google Scholar 

  • Cuny FC (1991) Living with floods: Alternatives for riverine flood mitigation. In: Kreimer A, Munsasinghe M (eds) Managing natural disasters and the environment. The World Bank, Washington, pp 62–73

    Google Scholar 

  • Cutter S (2008) A framework for measuring coastal hazard resilience in New Jersey communities. Monmouth University, Urban Coast Institute, West Long Beach

    Google Scholar 

  • Cutter SL, Finch C (2008) Temporal and spatial changes in social vulnerability to natural hazards. Proc Natl Acad Sci 105:2301–2306

    Article  Google Scholar 

  • Cutter SL, Barnes L, Berry M, Burton C, Evans E, Tate E, Webb J (2008) A place-based model for understanding community resilience to natural disasters. Glob Environ Chang 18:598–606

    Article  Google Scholar 

  • Cutter SL, Burton CG, Emrich CT (2010) Disaster resilience indicators for benchmarking baseline conditions. J Homel Secur Emerg Manag 7:1–22

    Google Scholar 

  • Cutter SL, Ash KD, Emrich CT (2014) The geographies of community disaster resilience. Glob Environ Chang 29:65–77

    Article  Google Scholar 

  • Dynes RR (1991) Disaster reduction: the importance of adequate assumptions about social organization. Preliminary Paper #172. http://udspace.udel.edu/handle/19716/547 University of Delaware Disaster Research Center

  • Flood J (2000) Defining urban areas in Thailand. Office of National Economic and Social Development Board, Thailand. http://zunia.org/sites/default/files/media/node-files/th/137092_Thai_WP2_Urban.doc

  • Fothergill A, Peek LA (2004) Poverty and disasters in the United States: a review of recent sociological findings. Nat Hazards 32:89–110

    Article  Google Scholar 

  • Frazier TG (2012) Selection of scale in vulnerability and resilience assessments. J Geogr Nat Disasters 2:108

    Google Scholar 

  • Gale E, Saunders M (2013) The 2011 Thailand flood: climate causes and return periods. Weather 68:233–237

    Article  Google Scholar 

  • Godschalk DR (2003) Urban hazard mitigation: creating resilient cities. Nat Hazard 4:136–143

  • Gordon M, Spoons C (2012) Lessons learned from the 2011 Flooding in Thailand. PA Times—American Society for Public Administration, http://patimes.org/lessons-learned-2011-flooding-thailand/. Accessed 19 July 2012

  • Guha-Sapir D, Below R, Hoyois P (2014) EM-DAT: International Disaster Database—www.emdat.be—Université Catholique de Louvain, Brussels, Belgium. Accessed 20 November 2014

  • Gwinbi P (2009) Linking rural community livelihoods to resilience building in flood risk reduction in Zimbabwe. Jàmbá: J Disasters Risk Stud 2:71–79

    Google Scholar 

  • Hein C (2005) Resilient Tokyo: disaster and transformation in the Japanese city. In: Vale LJ, Campanella TJ (eds) The resilient city: How modern cities recover from disaster. Oxford University Press, New York, pp 213–234

    Google Scholar 

  • Hofferth SL, Iceland J (1998) Social capital in rural and urban communities. Rual Sociol 63:574–598

    Google Scholar 

  • Komori D, Shinichirou N, Masashi K, Asako N, Dai Y, Satoshi S, Akiyuki K, Kazuo O, Taikan O (2012) Characteristics of the 2011 Chao Phraya River flood in Central Thailand. Hydrol Res Lett 6:41–46

    Article  Google Scholar 

  • Knutson TJ (2004) Thai cultural values: smiles and sawasdee as implications for intercultural communication effectiveness. J Intercult Commun Res 33:147–157

  • Larsen RK, Calgaro E, Thomalla F (2011) Governing resilience building in Thailand’s tourism-dependent coastal communities: conceptualising stakeholder agency in social–ecological systems. Glob Environ Chang 21:481–491

    Article  Google Scholar 

  • Leitch AM, Bohensky EL (2014) Return to ‘a new normal’: discourses of resilience to natural disasters in Australian newspapers 2006–2010. Glob Environ Chang 26:14–26

    Article  Google Scholar 

  • Masozera M, Bailey M, Kerchner C (2007) Distribution of impacts of natural disasters across income groups: a case study of New Orleans. Ecol Econ 63:299–306

    Article  Google Scholar 

  • Mayunga JS (2007) Understanding and applying the concept of community disaster resilience: a capital-based approach. Summer Academy for Social Vulnerability and Resilience Building, 22–28 July Munich, Germany, pp 1–16

  • Mayunga JS, Peacock WG (2010) The development of a community disaster resilience framework index. In Peacock W (ed) Advancing resilience of coastal localities: Developing, implementing, and sustaining the use of coastal resilience indicators: a final report for NOAA CSC grant no. NA07NOS4730147 http://www.researchgate.net/publication/254862206_Final_Report_Advancing_the_Resilience_of_Coastal_Localities_10-02R/file/60b7d51feb3e3d0d4a.pdf

  • Moe TL, Pathranarakul P (2006) An integrated approach to natural disaster management: public project management and its critical success factors. Disaster Prev Manag 15:396–413

    Article  Google Scholar 

  • Murphy BL (2007) Locating social capital in resilient community-level emergency management. Nat Hazards 41:297–315

    Article  Google Scholar 

  • National Research Council (2012) Disaster resilience: a national imperative. The National Academies Press, Washington

    Google Scholar 

  • Ngampathanakul P, Pilling A (2005) Attitudes toward internet adoption by Small and Medium Sized Enterprises (SME’s); a cross cultural comparison of the Thai and British experience. ABAC J 25:67–76

  • Norris FH, Stevens SP, Pfefferbaum B, Wyche KF, Pefferbaum RL (2008) Community resilience as a metaphor, theory, set of capacities, and strategy for disaster readiness. Am J Community Psych 41:127–150

    Article  Google Scholar 

  • Paton D (2006) Disaster resilience: Building capacity to co-exist with natural hazards and their consequences. Paton D, Johnston D (eds) Charles C Thomas Publisher, Springfield IL, pp 3–10

  • Pincharoen S, Congdon JG (2003) Spirituality and health in older Thai persons in the United States. West J of Nurs Res 25:93–108

  • Prater C, Peacock WG, Arlikatti S, Grover H (2006) Social capacity in Nagapattinam, Tamil Nadu after the December 2004 Great Sumatra earthquake and tsunami. Earthq Spectra 22:715–729

    Article  Google Scholar 

  • Prevention Web 2013 Thailand—Disaster statistics. http://www.preventionweb.net/english/countries/statistics/?cid=170. Accessed 11 July 2013

  • Rakwatin P, SansenaT Marjang N, Rungsipanich A (2013) Using multi-temporal remote-sensing data to estimate 2011 flood area and volume over Chao Phraya River basin, Thailand. Remote Sens Lett 4:243–250

    Article  Google Scholar 

  • Rich R, Edelstein M, Hallman W, Wandersman A (1995) Citizen participation and empowerment: the case of local environmental hazards. Am J Commun Psych 23:657–676

    Article  Google Scholar 

  • Rose A (2004) Defining and measuring economic resilience to disasters. Disaster Prev Manag 13:307–314

    Article  Google Scholar 

  • Rozario K (2005) Making progress: disaster narratives and the art of optimism in modern America. In: Vale LJ, Campanella TJ (eds) The resilient city: How modern cities recover from disaster. Oxford University Press, New York, pp 27–54

    Google Scholar 

  • Shook G (1997) An assessment of disaster risk and its management in Thailand. Disasters J 21:77–88

    Article  Google Scholar 

  • Tate E (2012) Social vulnerability indices: a comparative assessment using uncertainty and sensitivity analysis. Nat Hazard 63:325–347

    Article  Google Scholar 

  • Tate E (2013) Uncertainty analysis for a social vulnerability index. Ann Assoc Am Geo 103:526–543

    Article  Google Scholar 

  • Thai Meteorological Department (2011) Annual weather summary of Thailand in 2011. http://www.tmd.go.th/programs%5Cuploads%5CyearlySummary%5CAnnual2011_up.pdf. Accessed 11 Dec 2014

  • Thanawood C, Yongchalermchai C, Densrisereekul O (2006) Effects of the December 2004 tsunami and disaster management in southern Thailand. Sci Tsunami Hazard 24:206–217

    Google Scholar 

  • Tierney KJ (2003) Conceptualizing and Measuring Organizational and Community Resilience: Lessons From the Emergency Response Following the September 11, 2001 Attack on the World Trade Center. Preliminary Paper #329 http://udspace.udel.edu/handle/19716/735 University of Delaware Disaster Research Center

  • Tierney K, Bruneau M (2007) Conceptualizing and measuring resilience: a key to disaster loss reduction. TR News http://onlinepubs.trb.org/onlinepubs/trnews/trnews250_p14-17.pdf

  • Tungtakanpoung M, Wyatt M (2013) Spirituality and cultural values in the reported cognitions of female cabin attendants on Thai Airways. J Air Trasp Manag 27:15–19

  • Twigg J (2007) Characteristics of a disaster-resilient community: a guidance note. DFID Disaster Risk Reduction Interagency Coordination Group http://www.benfieldhrc.org//disaster_studies/projects/communitydrrindicators/community_drr_indicators_index.htm

  • United Nations Development Program (1994) Strengthening disaster management strategies in Thailand THA/88/004. UNDP, Bangkok

    Google Scholar 

  • USDA Economic Research Service (2012) http://www.ers.usda.gov/amber-waves/2012-december/concentration-of-poverty.aspx#.Ud2lj21j6So. Accessed 10 July 2013

  • Vale LJ, Campanella TJ (eds) (2005) The resilient city: How modern cities recover from disaster. Oxford University Press, New York

    Google Scholar 

  • Vatsa KS (2004) Risk, vulnerability, and asset-based approach to disaster risk management. Int J Socio Soc Policy 24:1–48

    Article  Google Scholar 

  • Wenger DE, Weller JM (1973) Disaster subcultures: the cultural residues of community disasters. Preliminary Paper # 172. http://udspace.udel.edu/handle/19716/399 University of Delaware Disaster Research Center

Download references

Acknowledgments

This work was supported by a grant from the National Science Foundation under NSF RAPID Award 1242004. Any opinions, findings, and conclusions or recommendations expressed in this paper are those of the authors and do not necessarily reflect the views of the National Science Foundation. The authors wish to thank Dr. Kanappa Pongponrat, Thamassat University, Thailand, and Kraiwuth Jaikampan doctoral student at the University of North Texas for help with data collection. The authors are indebted to all the organizational contacts who responded to our survey in Thailand.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Laura Siebeneck.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Siebeneck, L., Arlikatti, S. & Andrew, S.A. Using provincial baseline indicators to model geographic variations of disaster resilience in Thailand. Nat Hazards 79, 955–975 (2015). https://doi.org/10.1007/s11069-015-1886-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11069-015-1886-4

Keywords

Navigation