Abstract

This paper describes a case study performed with the US passenger rail service provider Amtrak that developed a metrics framework to measure resilience to climate risk within their Northeast Corridor operations systems and to track changes in resilience over time. Amtrak representatives reviewed metrics and selected those most relevant and also most feasible to measure and implement at Amtrak. Twenty-one metrics, termed resilience activities, focused on technical and organizational (leadership and readiness) resilience; key outcomes to measure following a disruption were identified as cost, safety, customer satisfaction, organizational development, and on-time performance. Resilience activities were scored to serve as a baseline for assessing resilience in the future. While many researchers have generated frameworks or resilience metrics, few published examples of metrics implementation in infrastructure systems are available. Amtrak appears to be progressive in their use of resilience metrics and participated in this process to improve resilience awareness within their organization and identify areas for improvement. Analysis of baseline scoring of resilience activities indicates that Amtrak assesses itself as being relatively more resilient toward climate change risk from an organizational readiness capacity than from an organizational leadership capacity or a technical capacity. Future research may include the tracking of metrics following a disruption and a periodic reassessment of resilience activity scores.

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Data Availability Statement

Some data generated or used during the study are proprietary or confidential in nature and may only be provided with restrictions. This includes the numeric (1–4) scoring of the resilience activities, which is provided in the paper with a Low, Medium, and High rating format. All other data used during the study appear in the published article.

Acknowledgments

Partial funding for this research was provided by the Critical Infrastructure Resilience Institute (CIRI), a Department of Homeland Security Center of Excellence. The authors wish to thank the Amtrak employees and leadership who provided valuable information and insight for this work, especially our key collaborators: Beth Termini, Philip Balderston, and Joanne Maxwell.

References

Amtrak. 2017. “Amtrak national facts.” Accessed February 15, 2019. https://m.amtrak.com/h5/r/www.amtrak.com/about-amtrak/amtrak-facts/amtrak-national-facts.html.
Arup International. 2015. “City resilience framework.” Accessed December 8, 2017. https://www.arup.com/projects/city-resilience-index.
Barami, B. 2013. “Infrastructure resiliency: A risk-based framework.” Accessed November 10, 2017. https://www.volpe.dot.gov/events/infrastructure-resiliency-risk-based-framework.
Booz Allen Hamilton. 2014. “Amtrak northeast corridor (NEC) climate change vulnerability assessment, phase I: Final report.” Accessed December 21, 2017. https://www.amtrak.com/content/dam/projects/dotcom/english/public/documents/corporate/foia/amtrak-nec-climate-change-vulnerability-assessment-phase-i-final-report.pdf.
Bostick, T. P., E. B. Connelly, J. H. Lambert, and I. Linkov. 2018. “Resilience science, policy and investment for civil infrastructure.” Reliab. Eng. Syst. Saf. 175 (Jul): 19–23. https://doi.org/10.1016/j.ress.2018.02.025.
Bruneau, M., S. E. Chang, R. T. Eguchi, G. C. Lee, T. D. O’Rourke, A. M. Reinhorn, M. Shinozuka, K. Tierney, W. A. Wallace, and D. Von Winterfeldt. 2003. “A framework to quantitatively assess and enhance the seismic resilience of communities.” Earthquake Spectra 19 (4): 733–752. https://doi.org/10.1193/1.1623497.
Cox, A., F. Prager, and A. Rose. 2011. “Transportation security and the role of resilience: A foundation for operational metrics.” Transp. Policy 18 (2): 307–317. https://doi.org/10.1016/j.tranpol.2010.09.004.
Cutter, S. L. 2016. “The landscape of disaster resilience indicators in the USA.” Nat. Hazards 80 (2): 741–758. https://doi.org/10.1007/s11069-015-1993-2.
Cutter, S. L., L. Barnes, M. Berry, C. Burton, E. Evans, E. Tate, and J. Webb. 2008. “A place-based model for understanding community resilience to natural disasters.” Global Environ. Change 18 (4): 598–606. https://doi.org/10.1016/j.gloenvcha.2008.07.013.
D’Lima, M., and F. Medda. 2015. “A new measure of resilience: An application to the London Underground.” Transp. Res. Part A: Policy Pract. 81 (Nov): 35–46. https://doi.org/10.1016/j.tra.2015.05.017.
FHWA (Federal Highway Administration). 2016. 2013–2015 climate resilience pilot program: Outcomes, lessons learned, and recommendations. FHWA-HEP-16-079. Washington, DC: FHWA.
Francis, R., and B. Bekera. 2014. “A metric and frameworks for resilience analysis of engineered and infrastructure systems.” Reliab. Eng. Syst. Saf. 121 (Jan): 90–103. https://doi.org/10.1016/j.ress.2013.07.004.
Hughes, J. F., and K. Healy. 2014. Measuring the resilience of transport infrastructure. Wellington, NZ: New Zealand Transport Agency.
Jaffe, E. 2014. “Running the numbers on Amtrak’s $689 million worth of Sandy damage. City lab.” Accessed October 6, 2014. https://www.citylab.com/transportation/2014/10/running-the-numbers-on-amtraks-689-million-worth-of-sandy-damage/381084/.
Johansen, C., J. Horney, and I. Tien. 2017. “Metrics for evaluating and improving community resilience.” J. Infrastruct. Syst. 23 (2): 04016032. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000329.
Keating, A., K. Campbell, M. Szoenyi, C. McQuistan, D. Nash, and M. Burer. 2017. “Development and testing of a community flood resilience measurement tool.” Nat. Hazards Earth Syst. Sci. 17 (1): 77. https://doi.org/10.5194/nhess-17-77-2017.
Kibira, D., M. P. Brundage, S. Feng, and K. C. Morris. 2018. “Procedure for selecting key performance indicators for sustainable manufacturing.” J. Manuf. Sci. Eng. 140 (1): 011005. https://doi.org/10.1115/1.4037439.
Kunreuther, H., E. Michel-Kerjan, and G. Tonn. 2016. “Insurance, economic incentives, and other policy tools for strengthening critical infrastructure resilience.” Accessed February 15, 2019. http://opim.wharton.upenn.edu/risk/library/WP2016Dec_CIRI-Phase-I.pdf.
Linkov, I., et al. 2018. “Tiered approach to resilience assessment.” Risk Anal. 38 (9): 1772–1780. https://doi.org/10.1111/risa.12991.
Linkov, I., D. A. Eisenberg, M. E. Bates, D. Chang, M. Convertino, J. H. Allen, S. E. Flynn, and T. P. Seager. 2013. “Measurable resilience for actionable policy.” Environ. Sci. Technol. 47: 10108–10110. https://doi.org/10.1021/es403443n.
Los Angeles County Metropolitan Transit Authority (LACMTA). 2015. “Resiliency indicator framework, Los Angeles County Metropolitan Transportation Authority.” Accessed December 8, 2017. http://media.metro.net/projects_studies/sustainability/images/resiliency_indicator_framework.pdf.
Matherly, D., J. A. Carnegie, and J. Mobley. 2017a. “Improving the resilience of transit systems threatened by natural disasters, volume 1: A guide.” In Guidebook for TCRP project A-41. Washington, DC: National Academies Press.
Matherly, D., J. A. Carnegie, and J. Mobley. 2017b. “Improving the resilience of transit systems threatened by natural disasters, volume 2: Research overview.” In Guidebook for TCRP project A-41. Washington, DC: National Academies Press.
Matherly, D., J. A. Carnegie, and J. Mobley. 2017c. “Improving the resilience of transit systems threatened by natural disasters, volume 3: Literature review and case studies.” In Guidebook for TCRP project A-41. Washington, DC: National Academies Press.
NADO (National Association of Development Organizations). 2013. “Financial planning for natural disasters: A workbook for local governments and regions.” Accessed December 8, 2017. https://www.nado.org/wp-content/uploads/2014/01/FINAL_Workbook.pdf.
National Academy of Sciences. 2012. Disaster resilience: A national imperative. Washington, DC: National Academies Press.
New Zealand Government. 2011. “National infrastructure plan 2011.” Accessed December 8, 2017. https://treasury.govt.nz/sites/default/files/2018-03/nip-jul11.pdf.
NIAC (National Infrastructure Advisory Council). 2010. “A framework for establishing critical infrastructure resilience goals, final report and recommendations by the council.” Accessed December 8, 2017. https://www.dhs.gov/xlibrary/assets/niac/niac-a-framework-for-establishing-critical-infrastructure-resilience-goals-2010-10-19.pdf.
NIST (National Institute of Standards and Technology). 2014. “Framework for improving critical infrastructure cybersecurity, Version 1.0.” Accessed December 8, 2017. https://www.nist.gov/topics/community-resilience/planning-guide.
NIST (National Institute of Standards and Technology). 2016. Community resilience planning guide for buildings and infrastructure systems volume I.. Gaithersburg, MD: National Institute of Science and Technology.
Quinlan, A. E., M. Berbés-Blázquez, L. J. Haider, and G. D. Peterson. 2016. “Measuring and assessing resilience: Broadening understanding through multiple disciplinary perspectives.” J. Appl. Ecol. 53 (3): 677–687. https://doi.org/10.1111/1365-2664.12550.
Sempier, T. T., D. L. Swann, R. Emmer, S. H. Sempier, and M. Schneider. 2010. “Coastal community resilience index: A community self-assessment.” Accessed December 8, 2017. http://www.gulfofmexicoalliance.org/files/projects/files/83Community_Resilience_Index.pdf.
Simon, H. A. 1956. “Rational choice and the structure of the environment.” Psychol. Rev. 63 (2): 129. https://doi.org/10.1037/h0042769.
Simon, H. A. 1990. “Bounded rationality.” In Utility and probability, 15–18. London: Palgrave Macmillan.
Solecki, W., et al. 2015. “New York City panel on climate change 2015 report chapter 6: Indicators and monitoring.” Ann. N.Y. Acad. Sci. 1336 (1): 89–106. https://doi.org/10.1111/nyas.12587.
Sun, W., P. Bocchini, and B. D. Davison. 2018. “Resilience metrics and measurement methods for transportation infrastructure: The state of the art.” Sustainable Resilient Infrastruct. 1–32. https://doi.org/10.1080/23789689.2018.1448663.
Tonn, G., J. Czajkowski, and H. Kunreuther. 2018. “Improving US transportation infrastructure resilience through insurance and incentives.” Accessed February 15, 2019. https://riskcenter.wharton.upenn.edu/wp-content/uploads/2018/03/WP201801_Improving-US-Transportation-Infrastructure-Resilience-through-Insurance-and-Incentives.pdf.
Tuler, S., T. P. Seager, R. Kay, I. Linkov, and J. R. Figueira. 2007. Defining and selecting objectives and performance metrics for oil spill response assessment: A process design integrating analysis and deliberation. Durham, NH: Coastal Response Research Centre.
UK Cabinet Office. 2011. “Keeping the country running: Natural hazards and infrastructure.” Accessed February 15, 2019. https://www.gov.uk/government/publications/keeping-the-country-running-natural-hazards-and-infrastructure.
UNDRR (United Nations International Strategy for Disaster Reduction). 2015. “Making cities resilient: My city is getting ready.” Accessed November 10, 2017. http://www.unisdr.org/campaign/resilientcities/.
UNDRR (United Nations International Strategy for Disaster Reduction). 2017. “Disaster resilience scorecard for cities. United Nations Office for Disaster Risk Reduction.” Accessed December 8, 2017. https://www.unisdr.org/we/inform/publications/53349.
USEPA. 2014a. “Being prepared for climate change: A workbook for developing risk-based adaptation plans.” Accessed December 8, 2017. https://www.epa.gov/sites/production/files/2014-09/documents/being_prepared_workbook_508.pdf.
USEPA. 2014b. “Planning for flood recovery and long-term resilience in Vermont: Smart growth approaches for disaster-resilient communities.” Accessed December 8, 2017. https://www.epa.gov/sites/production/files/2014-07/documents/vermont-sgia-final-report.pdf.
US Global Change Research Program. 2018. “Fourth national climate assessment, volume II: Impacts, risks, and adaptation in the United States.” Accessed February 22, 2019. https://nca2018.globalchange.gov.
Vishnu, N., S. Kameshwar, and J. E. Padgett. 2018. “A framework for resilience assessment of highway transportation networks.” In Routledge handbook of sustainable and resilient infrastructure. London: Routledge.

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Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 26Issue 1March 2020

History

Received: Feb 22, 2019
Accepted: Aug 6, 2019
Published online: Jan 2, 2020
Published in print: Mar 1, 2020
Discussion open until: Jun 2, 2020

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Senior Water Resources Engineer, Delaware Dept. of Natural Resources and Environmental Control, 89 Kings Hwy., Dover, DE 19901 (corresponding author). ORCID: https://orcid.org/0000-0003-2633-6795. Email: [email protected]
Jeffrey Czajkowski, Ph.D. [email protected]
Senior Fellow, Wharton Risk Management and Decision Processes Center and Director, Center for Insurance Policy and Research, National Association of Insurance Commissioners, 1100 Walnut St., Ste. 1500, Kansas City, MO 64106. Email: [email protected]
Howard Kunreuther, Ph.D. [email protected]
Dinan Professor Emeritus of Decision Sciences and Public Policy and Co-Director, Wharton Risk Management and Decision Processes Center, Univ. of Pennsylvania, 3819 Chestnut St., Ste. 330, Philadelphia, PA 19104. Email: [email protected]
Kara Angotti [email protected]
Senior Sustainability Manager, Amtrak, 2955 Market St., P.O. Box 13, 5SW, Philadelphia, PA 19104. Email: [email protected]
Karen Gelman [email protected]
Infrastructure Planning Manager, Amtrak, 2955 Market St., Philadelphia, PA 19104. Email: [email protected]

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