Abstract

Understanding how vulnerability conditions are related to disruptions in social support and trajectories of recovery after disasters is important for promoting resilience. Based on household survey data from New Jersey counties impacted by Superstorm Sandy, a hierarchical clustering method was utilized to classify recovery trajectories as well as common patterns of social support reflecting contrasting dimensions of social capital over time. Residents with a higher level of home damage relied largely on institutional sources for material and information support over the course of recovery. Younger and higher-income residents had a higher proportion of informal sources, particularly for emotional support. Patterns of social support were associated with recovery trajectories when vulnerability and disaster impact were controlled, where institutional sources for material and informational support combined with informal sources for emotional support were associated with quicker recovery trajectories. Results provide implications for bonding and bridging forms of social capital in recovery and motivate research and investments for assessing and cultivating both informal relations and institutional networks from which postdisaster social support can be mobilized.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

Some or all data from household survey without individual identifying information that support the findings of this study are available from the corresponding author upon reasonable request and upon completion of the authors’ use of the data. Some or all models or code for hierarchical clustering and regression analyses that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

This work was supported by the National Science Foundation under Grant CRISP-1638311.

References

Adger, W. N. 2006. “Vulnerability.” Global Environ. Change 16 (3): 268–281. https://doi.org/10.1016/j.gloenvcha.2006.02.006.
Aldrich, D. P. 2011. “Ties that bond, ties that build: Social capital and governments in post disaster recovery.” Stud. Emergent Order 4 (Dec): 58–68.
Blaikie, P., T. Cannon, I. Davis, and B. Wisner. 1994. At risk: Natural hazards, people’s vulnerability and disasters. New York: Routledge.
Blake, E. S., T. B. Kimberlain, R. J. Berg, J. P. Cangialosi, and J. L. Beven II. 2013. “Tropical cyclone report: Hurricane Sandy (AL182012).” Accessed October 12, 2021. https://www.nhc.noaa.gov/data/tcr/AL182012_Sandy.pdf.
Blinski, J., G. Buchanan, D. Frizzera, R. Hazen, L. Lippincott, N. Procipio, B. Ruppel, and T. Tucker. 2015. “Damage assessment report of the effects of Hurricane Sandy on the State of New Jersey’s natural resources: Final.” Accessed October 12, 2021. https://dspace.njstatelib.org/xmlui/handle/10929/68472.
Bolin, R. C., and P. Bolton. 1986. “Race, religion, and ethnicity in disaster recovery.” In Program on environment and behavior. Monograph 42. Boulder, CO: Univ. of Colorado.
Bourdieu, P. 1985. “The forms of capital.” In Handbook of theory and research for the sociology of education, edited by J. G. Richardson, 241–258. New York: Greenwood Press.
Burt, R. S. 2000. “The network structure of social capital.” Res. Org. Behav. 22 (1): 345–423. https://doi.org/10.1016/S0191-3085(00)22009-1.
Buzzanell, P. M. 2018. “Communication theory of resilience: Enacting adaptive-transformational processes when families experience loss and disruption.” In Engaging theories of family communication, 2nd ed., edited by D. Braithwaite, E. Suter, and K. Floyd, 98–109. New York: Routledge.
Cimellaro, G. P., A. M. Reinhorn, and M. Bruneau. 2010. “Framework for analytical quantification of disaster resilience.” Eng. Struct. 32 (11): 3639–3649. https://doi.org/10.1016/j.engstruct.2010.08.008.
Cutter, S. L., B. J. Boruff, and W. L. Shirley. 2003. “Social vulnerability to environmental hazards.” Soc. Sci. Q. 84 (2): 242–261. https://doi.org/10.1111/1540-6237.8402002.
Cutter, S. L., and C. Finch. 2008. “Temporal and spatial changes in social vulnerability to natural hazards.” Proc. Natl. Acad. Sci. U.S.A. 105 (7): 2301–2306. https://doi.org/10.1073/pnas.0710375105.
Devecka-Rinear, A., J. Limbacher, E. Marshall, M. Ochsner, L. R. Murray, and F. Zouhour. 2017. “The long road home: Understanding Sandy recovery and lessons for future storms five years later.” Accessed October 12, 2021. http://online.flipbuilder.com/zaub/ticw/#p=1.
Dillman, D. A. 1999. Mail and internet surveys: The tailored design method. Hoboken, NJ: Wiley.
Drabek, T. E. 1986. Human systems responses to disaster: An inventory of sociological findings. New York: Springer.
Dynes, R. R., and E. L. Quarantelli. 1989. “Reconstruction in the context of recovery: Thoughts on the Alaskan earthquake.” In Disaster research center preliminary: Paper #141. Newark, DE: Univ. of Delaware.
Eller, W. S., B. J. Gerber, and S. E. Robinson. 2018. “Nonprofit organizations and community disaster recovery: Assessing the value and impact of intersector collaboration.” Nat. Hazard. Rev. 19 (1): 05017007. https://doi.org/10.1061/(ASCE)NH.1527-6996.0000269.
Erikson, K. T. 1976. Everything in its path: Destruction of community in the Buffalo Creek flood. New York: Simon & Schuster.
FEMA Modelling Task Force. 2013. “Sandy surge extent.” Accessed December 20, 2021. https://gis-fema.hub.arcgis.com.
Forgette, R., B. Dettrey, M. Van Boening, and D. A. Swanson. 2009. “Before, now, and after: Assessing Hurricane Katrina relief.” Popul. Res. Policy Rev. 28 (1): 31–44. https://doi.org/10.1007/s11113-008-9113-6.
Fussell, E. 2015. “The long-term recovery of New Orleans’ population after Hurricane Katrina.” Am. Behav. Sci. 59 (10): 1231–1245. https://doi.org/10.1177/0002764215591181.
Gill, D. A. 2007. “Secondary trauma or secondary disaster? Insights from Hurricane Katrina.” Sociol. Spect. 27 (6): 613–632. https://doi.org/10.1080/02732170701574941.
Halpin, S. 2013. “The impact of Superstorm Sandy on New Jersey towns and households.” Accessed December 20, 2021. https://doi.org/doi:10.7282/T36H4FTS.
Harms, P. D., L. Brady, D. Wood, and A. Silard. 2018. “Resilience and well-being.” In Handbook of well-being, edited by E. Diener, S. Oishi, and L. Tay. Salt Lake City, UT: DEF Publishers.
Hasan, S., C. M. Schneider, S. Ukkusuri V, and M. C. González. 2013. “Spatiotemporal patterns of urban human mobility.” J. Stat. Phys. 151 (1): 304–318. https://doi.org/10.1007/s10955-012-0645-0.
Heid, A. R., Z. Christman, R. Pruchno, F. P. Cartwright, and M. Wilson-Genderson. 2016. “Vulnerable, but why? Post-traumatic stress symptoms in older adults exposed to Hurricane Sandy.” Disaster Med. Public Health Preparedness 10 (3): 362–370. https://doi.org/10.1017/dmp.2016.15.
Hetherington, E., S. McDonald, M. Wu, and S. Tough. 2018. “Risk and protective factors for mental health and community cohesion after the 2013 Calgary flood.” Disaster Med. Public Health Preparedness 12 (4): 470–477. https://doi.org/10.1017/dmp.2017.91.
Hill, R., and D. Hansen. 1962. “The family in disaster.” In Man and society in disaster, edited by G. Baker and D. Chapman. New York: Basic Books.
Holahan, C. J., and R. H. Moos. 1981. “Social support and psychological distress: A longitudinal analysis.” J. Abnormal Psychol. 90 (4): 365–370. https://doi.org/10.1037/0021-843X.90.4.365.
Kaniasty, K. 2012. “Predicting social psychological well-being following trauma: The role of postdisaster social support.” Psychol. Trauma Theory Res. Pract. Policy 4 (1): 22–33. https://doi.org/10.1037/a0021412.
Kaniasty, K., and F. H. Norris. 1993. “A test of the social support deterioration model in the context of natural disaster.” J. Personality Soc. Psychol. 64 (3): 395–408. https://doi.org/10.1037/0022-3514.64.3.395.
Kaniasty, K., and F. H. Norris. 2008. “Longitudinal linkages between perceived social support and posttraumatic stress symptoms: Sequential roles of social causation and social selection.” J. Traumatic Stress 21 (3): 274–281. https://doi.org/10.1002/jts.20334.
Kaniasty, K. Z., F. H. Norris, and S. A. Murrell. 1990. “Received and perceived social support following natural disaster.” J. Appl. Soc. Psychol. 20 (2): 85–114. https://doi.org/10.1111/j.1559-1816.1990.tb00401.x.
Kates, R. W., C. E. Colten, S. Laska, and S. P. Leatherman. 2006. “Reconstruction of New Orleans after Hurricane Katrina: A research perspective.” Proc. Natl. Acad. Sci. U.S.A. 103 (40): 14653–14660. https://doi.org/10.1073/pnas.0605726103.
Kaufman, L., and P. J. Roussew. 1990. Finding groups in data: An introduction to cluster analysis. Hoboken, NJ: Wiley.
Kawamoto, K., and K. Kim. 2016. “Social capital and efficiency of earthquake waste management in Japan.” Int. J. Disaster Risk Reduct. 18 (1): 256–266. https://doi.org/10.1016/j.ijdrr.2015.10.003.
Lee, E. K. O., C. Shen, and T. V. Tran. 2009. “Coping with Hurricane Katrina: Psychological distress and resilience among African American evacuees.” J. Black Psychol. 35 (1): 5–23. https://doi.org/10.1177/0095798408323354.
Lee, S., B. C. Benedict, C. M. Jarvis, L. Siebeneck, and B. J. Kuenanz. 2020. “Support and barriers in long-term recovery after Hurricane Sandy: Improvisation as a communicative process of resilience.” J. Appl. Commun. Res. 48 (4): 438–458. https://doi.org/10.1080/00909882.2020.1797142.
Lee, S., A. Sadri, S. V. Ukkusuri, R. A. Clawson, and J. Seipel. 2019. “Network structure and substantive dimensions of improvised social support ties surrounding households during post-disaster recovery.” Nat. Hazard. Rev. 20 (4): 04019008. https://doi.org/10.1061/(ASCE)NH.1527-6996.0000332.
Liu, C., W. C. Black, F. C. Lawrence, and M. B. Garrison. 2012. “Post-disaster coping and recovery: The role of perceived changes in the retail facilities.” J. Bus. Res. 65 (5): 641–647. https://doi.org/10.1016/j.jbusres.2011.03.004.
Marin, A., Ö. Bodin, S. Gelcich, and B. Crona. 2015. “Social capital in post-disaster recovery trajectories: Insights from a longitudinal study of tsunami-impacted small-scale fisher organizations in Chile.” Global Environ. Change 35: 450–462. https://doi.org/10.1016/j.gloenvcha.2015.09.020.
Marsden, P. V. 1987. “Core discussion networks of Americans.” Am. Sociol. Rev. 52 (1): 122–131. https://doi.org/10.2307/2095397.
Masten, A. S., and J. Obradovic. 2008. “Disaster preparation and recovery: Lessons from research on resilience in human development.” Ecol. Soc. 13 (1): 9. https://doi.org/10.5751/ES-02282-130109.
McGeehan, P., and G. Palmer. 2013. “Displaced by Hurricane Sandy, and living in limbo.” Accessed October 12, 2021. https://www.nytimes.com/2013/12/07/nyregion/displaced-by-hurricane-sandy-and-living-in-limbo-instead-of-at-home.html.
Moore, S., M. Daniel, L. Linnan, M. Campbell, S. Benedict, and A. Meier. 2004. “After Hurricane Floyd passed: Investigating the social determinants of disaster preparedness and recovery.” Family Community Health 27 (3): 204–217. https://doi.org/10.1097/00003727-200407000-00007.
Nakagawa, Y., and R. Shaw. 2004. “Social capital: A missing link to disaster recovery.” Int. J. Mass Emergencies Disasters 22 (1): 5–34.
National Hurricane Center. 2013. “NHC data in GIS formats, Sandy track data.” Accessed March 30, 2017. https://www.nhc.noaa.gov/gis/.
Neal, D. M. 1997. “Reconsidering the phases of disasters.” Int. J. Mass Emergencies Disasters 15 (2): 239–264.
Nguyen-Trung, K., H. Forbes-Mewett, and D. Arunachalam. 2020. “Social support from bonding and bridging relationships in disaster recovery: Findings from a slow-onset disaster.” Int. J. Disaster Risk Reduct. 46 (1): 101501. https://doi.org/10.1016/j.ijdrr.2020.101501.
NJFloodMapper. 2013. “County boundaries.” Accessed March 30, 2017. https://www.njfloodmapper.org/datasources/.
Norris, F. H., S. P. Stevens, B. Pfefferbaum, K. F. Wyche, and R. L. Pfefferbaum. 2008. “Community resilience as a metaphor, theory, set of capacities, and strategy for disaster readiness.” Am. J. Community Psychol. 41 (1–2): 127–150. https://doi.org/10.1007/s10464-007-9156-6.
Oloruntoba, R., R. Sridharan, and G. Davison. 2018. “A proposed framework of key activities and processes in the preparedness and recovery phases of disaster management.” Disasters 42 (3): 541–570. https://doi.org/10.1111/disa.12268.
Olshansky, R. B., L. D. Hopkins, and L. A. Johnson. 2012. “Disaster and recovery: Processes compressed in time.” Nat. Hazard. Rev. 13 (3): 173–178. https://doi.org/10.1061/(ASCE)NH.1527-6996.0000077.
Pelling, M. 2003. The vulnerability of cities: Natural disasters and social resilience. London: Earthscan.
Platt, J. M., S. R. Lowe, S. Galea, F. H. Norris, and K. C. Koenen. 2016. “A longitudinal study of the bidirectional relationship between social support and posttraumatic stress following a natural disaster.” J. Traumatic Stress 29 (3): 205–213. https://doi.org/10.1002/jts.22092.
Pomeroy, R. S., B. D. Ratner, S. J. Hall, J. Pimoljinda, and V. Vivekanandan. 2006. “Coping with disaster: Rehabilitating coastal livelihoods and communities.” Mar. Policy 30 (6): 786–793. https://doi.org/10.1016/j.marpol.2006.02.003.
Putnam, R. D. 1993. “The prosperous community.” Am. Prospect 4 (13): 35–42.
Quarantelli, E. L. 1990. “The warning process and evacuation behavior: The research evidence.” In Disaster research center preliminary: Paper #148. Newark, DE: Univ. of Delaware.
Quarantelli, E. L. 1999. “The disaster recovery process: What we know and do not know from research.” In Disaster research center preliminary: Paper #286. Newark, DE: Univ. of Delaware.
Rokach, L., and O. Maimon. 2005. “Clustering method.” In Data mining and knowledge discovery handbook, 321–352. Boston: Springer.
Shang, F., K. Kaniasty, S. Cowlishaw, D. Wade, H. Ma, and D. Forbes. 2019. “Social support following a natural disaster: A longitudinal study of survivors of the 2013 Lushan earthquake in China.” Psychiatry Res. 273 (1): 641–646. https://doi.org/10.1016/j.psychres.2019.01.085.
Siebeneck, L., R. Schumann, B. J. Kuenanz, S. Lee, B. C. Benedict, C. M. Jarvis, and S. V. Ukkusuri. 2020. “Returning home after Superstorm Sandy: Phases in the return-entry process.” Nat. Hazard. 101 (1): 195–215. https://doi.org/10.1007/s11069-020-03869-1.
Silver, A., and J. Grek-Martin. 2015. “Now we understand what community really means: Reconceptualizing the role of sense of place in the disaster recovery process.” J. Environ. Psychol. 42: 32–41. https://doi.org/10.1016/j.jenvp.2015.01.004.
Small, M. L., and C. Sukhu. 2016. “Because they were there: Access, deliberation, and the mobilization of networks for support.” Social Networks 47: 73–84. https://doi.org/10.1016/j.socnet.2016.05.002.
Smith, G., and T. Birkland. 2012. “Building a theory of recovery: Institutional dimensions.” Int. J. Mass Emergencies Disasters 30 (2): 147–170.
Solomon, S. 2014. “Mobilizing social support networks in times of disaster.” In Trauma and its wake, edited by C. R. Figley, 260–291. Levittown, PA: Routledge.
Stough, L. M., E. M. Ducy, and J. M. Holt. 2017. “Changes in the social relationships of individuals with disabilities displaced by disaster.” Int. J. Disaster Risk Reduct. 24: 474–481. https://doi.org/10.1016/j.ijdrr.2017.06.020.
Taylor, M., G. Wells, G. Howell, and B. Raphael. 2012. “The role of social media as psychological first aid as a support to community resilience building.” Aust. J. Emergency Manage. 27 (1): 20–26.
US Census Bureau. 2019. “American community survey (ACS) 2014-2018.” Accessed October 12, 2021. https://www.census.gov/programs-surveys/acs/technical-documentation/table-and-geography-changes/2018/5-year.html.
US Census Bureau. 2020. “Current population survey/housing vacancy survey.” Accessed October 12, 2021. https://www.census.gov/housing/hvs/index.html.
Woolcock, M., and D. Narayan. 2000. “Social capital: Implications for development theory, research, and policy.” World Bank Res. Obs. 15 (2): 225–249. https://doi.org/10.1093/wbro/15.2.225.
Yabe, T., and S. V. Ukkusuri. 2020. “Effects of income inequality on evacuation, reentry and segregation after disasters.” Transp. Res. Part D Transp. Environ. 82 (1): 102260. https://doi.org/10.1016/j.trd.2020.102260.

Information & Authors

Information

Published In

Go to Natural Hazards Review
Natural Hazards Review
Volume 23Issue 2May 2022

History

Received: Mar 18, 2021
Accepted: Nov 19, 2021
Published online: Jan 10, 2022
Published in print: May 1, 2022
Discussion open until: Jun 10, 2022

Permissions

Request permissions for this article.

Authors

Affiliations

Associate Professor, Brian Lamb School of Communication, Purdue Univ., West Lafayette, IN 47907 (corresponding author). ORCID: https://orcid.org/0000-0001-9322-5193. Email: [email protected]
Laura K. Siebeneck, Ph.D. [email protected]
Associate Professor, Dept. of Emergency Management and Disaster Science, Univ. of North Texas, Denton, TX 76203. Email: [email protected]
Bailey C. Benedict [email protected]
Assistant Professor, Dept. of Management, California State Univ. San Bernardino, San Bernardino, CA 92407. Email: [email protected]
Graduate Research Assistant, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN 47907. ORCID: https://orcid.org/0000-0001-8967-1967. Email: [email protected]
Caitlyn M. Jarvis [email protected]
Graduate Research Assistant, Brian Lamb School of Communication, Purdue Univ., West Lafayette, IN 47907. Email: [email protected]
Satish V. Ukkusuri, Ph.D., F.ASCE [email protected]
Reilly Professor of Civil Engineering, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN 47907. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share