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Resilience, Performance and Strategies in Firms’ Reactions to the Direct and Indirect Effects of a Natural Disaster

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Abstract

This work investigates the impacts of the 2012 Emilia-Romagna earthquake and looks at the capacity of the regional economic system to adapt to the shock generated by the seismic event. We contribute to the literature by distinguishing two different effects: direct (i.e. damages to production factors of the focal firm) and indirect effects (e.g. disruptions that affected industrial and business partners). The original dataset used and the chronological sequence of the information allow us to provide insightful evidence. The analysis of the two related effects generated by the same shock provides insights on the overall capacity of a regional system to adapt. Namely, the indirect damages appear as relevant as the direct damages, especially when looking at indicators of firm performance. In addition, indirect impacts are also relevant in shaping firm strategies and thus firm resilience.

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Notes

  1. We do not confine our review to those studies concerning earthquakes, but we also focus our attention on other kinds of natural disasters. This because of two main reasons: 1. the analysis of earthquakes’ economic consequences are of a relative scarce number, also because of the usual low frequency of these events; 2. the damages caused by different natural disasters produce similar, if not the same, effects on the economic systems.

  2. Other studies reporting negative consequences for economic growth are Otero and Marti (1995), Crowards (2000), Charveriat (2000), Murlidharan and Shah (2001), Freeman et al. (2002), Mechler (2004), Hochrainer (2006), Raddatz (2007), Crespo-Cuaresma et al. (2008), Noy (2009) and Okuyama (2009).

  3. Cavallo and Noy (2009) come to similar conclusions also in the long term, as listed for large disasters, in terms of the distribution of direct damages caused by the natural disasters.

  4. Crespo-Cuaresma et al. (2008) come to the same conclusion, but it is limited to high (per capita) income countries.

  5. See Modica and Reggiani (2015) for a thorough literature review.

  6. The acronyms can be translated as follows, although for some categories there are no equivalents in English: SPA = Società Per Azioni = Joint Stock Company; SRL = Società a Responsabilità Limitata = Limited Liability Company; SAPA = Società in Accomandita Per Azioni = Limited Partnership Joint Stock Company; SNC = Società in Nome Collettivo = General Partnership Company.

  7. To further reduce the reverse-causality problem, when the questionnaire was administered, respondents were explicitly asked to refer to the post-seismic period of 2012, that is, after May 2012.

  8. See the seismic risk map produced by the Italian Department for Emergency Prevention and Management (Protezione Civile): www.protezionecivile.gov.it/resources/cms/documents/A3_class20150416_r.pdf (last accessed Nov 2020)

  9. In an ancillary unreported regression (whose results are available upon request), we tested the effect of direct and indirect damages on the adoption of risk management measures in the immediate aftermath of the earthquake (the period from 2012 to 2013). Results show that in addition to direct damages a main driver is the previous adoption in the period from 2010 to 2011 of similar measures. Risk management thus appears persistent behaviour of the companies.

  10. The number of used observations in our specifications is not 554 for two main reasons: (1) the calculation of the human capital variable as the ratio of white-collar workers to blue-collar workings and (2) the presence of missing values in the variables used in our specifications.

References

  • Albala-Bertrand JM (1993) Political economy of large natural disasters. Clarendon Press, Oxford

    Google Scholar 

  • Ambec S, Lanoie P (2008) Does it pay to be green? A systematic overview. Acad Manag Perspect:45–62

  • Anbarci N, Escaleras M, Register CA (2005) Earthquake fatalities: the interaction of nature and political economy. J Public Econ 89(9–10):1907–1933

    Article  Google Scholar 

  • Andergassen R, Nardini F, Ricottilli M (2015) Emergence and resilience in a model of innovation and network formation. Netw Spat Econ 15(2):293–311

    Article  Google Scholar 

  • Andreoni A, Scazzieri R (2013) Triggers of change: structural trajectories and production dynamics. Camb J Econ 38(6):1391–1408

    Article  Google Scholar 

  • Antonietti R, Marzucchi A (2014) Green tangible investment strategies and export performance: a firm-level investigation. Ecol Econ 108:150–161

    Article  Google Scholar 

  • Benson C, Clay E (2004) Understanding the economic and financial impact of natural disasters. In: The International Bank for Reconstruction and Development. The World Bank, Washington D.C.

    Google Scholar 

  • Boschma R (2015) Towards an evolutionary perspective on regional resilience. Reg Stud 49:733–751

    Article  Google Scholar 

  • Brusco S (1982) The Emilian model: productive decentralisation and social integration. Camb J Econ 6:167–184

    Google Scholar 

  • Cameron AC, Trivedi PK (2005) Microeconometrics: methods and applications. Cambridge University Press, New York

    Book  Google Scholar 

  • Cardinale I (2019) Vulnerability, resilience and ‘systemic interest’: a connectivity approach. Netw Spat Econ, 1–17. Avilable at https://doi.org/10.1007/s11067-019-09462-9

  • Cardinale I, Scazzieri R (2019) Explaining structural change: actions and transformations. Struct Chang Econ Dyn 51:393–404

    Article  Google Scholar 

  • Caschili S, Reggiani A, Medda F (2015) Resilience and vulnerability of spatial economic networks. Netw Spat Econ 15(2):205–210

    Article  Google Scholar 

  • Cavallo EA, Noy I (2009) The economics of natural disasters: a survey. IDB working paper no. 35. Available at https://ssrn.com/abstract=1817217 or https://doi.org/10.2139/ssrn.1817217

  • Charveriat C (2000) Natural disasters in Latin America and the Caribbean: an overview of risk. Working paper no. 434. Inter-American Development Bank (IDB), Washington, D.C.

    Google Scholar 

  • Christopherson S, Michie J, Tyler P (2010) Regional resilience: theoretical and empirical perspectives. Camb J Reg Econ Soc 3:3–10

    Article  Google Scholar 

  • Crespo-Cuaresma J, Hlouskova J, Obersteiner M (2008) Natural disasters as creative destruction. Evidence from developing countries. Econ Inq 46(2):214–226

    Article  Google Scholar 

  • Crowards T (2000) Comparative vulnerability to natural disasters in the Caribbean. Caribbean Development Bank, Charleston

    Google Scholar 

  • De Mel S, McKenzie D, Woodruff C (2012) Enterprise recovery following natural disasters. Econ J 122(559):64–91

    Article  Google Scholar 

  • Dekle R, Hong E, Xie W (2015) The regional spillover effects of the Tohoku earthquake. USC-INET Research Paper 15–13. Available at https://www.rieti.go.jp/jp/publications/dp/16e049.pdf

  • Duval R, Elmeskov J, Vogel L (2007) Structural policies and economic resilience to shocks. OECD economics department working papers no. 567

  • Ewing BT, Kruse JB, Thompson MA (2003) A comparison of employment growth and stability before and after the fort worth tornado. Environ Hazards 5:83–91

    Article  Google Scholar 

  • Ewing BT, Kruse JB, Thompson MA (2007) Twister! Employment responses to the 3 may 1999 Oklahoma City tornado. Appl Econ 41(6):691–702

    Article  Google Scholar 

  • Freeman PK, Martin LA, Mechler R, Warner K, Hausmann P (2002) Catastrophes and development. Integrating natural catastrophes into development planning. World Bank, Washington DC

    Google Scholar 

  • Hallegatte S, Dumas P (2009) Can natural disasters have positive consequences? Investigating the role of embodied technical change. Ecol Econ 68(3):777–786

    Article  Google Scholar 

  • Halliday T (2006) Migration, risk, and liquidity constraints in El Salvador. Econ Dev Cult Chang 54(4):893–925

    Article  Google Scholar 

  • Hochrainer S (2006) Macroeconomic risk management against natural disasters. German University Press (DUV), Wiesbaden

    Google Scholar 

  • Hochrainer S (2009) Assessing the macroeconomic impacts of natural disasters – are there any? World Bank policy research working paper 4968. The World Bank, Washington, DC

    Google Scholar 

  • Hosono K, Miyakawa D, Uchino T, Hazama M, Ono A, Uchida H, Uesugi I (2012) Natural disasters, damage to banks, and firm investment. RIETI discussion papers series 12-E-062. Available at https://www.rieti.go.jp/jp/publications/dp/12e062.pdf

  • Hudson R (2010) Resilient regions in an uncertain world: wishful thinking or a practical reality? Camb J Reg Econ Soc 3:11–25

    Article  Google Scholar 

  • Huo B, Ye Y, Zhao X, Shou Y (2016) The impact of human capital on supply chain integration and competitive performance. Int J Prod Econ 178:132–143

    Article  Google Scholar 

  • Kahn ME (2005) The death toll from natural disasters: the role of income, geography and institutions. Rev Econ Stat 87(2):271–284

    Article  Google Scholar 

  • Leiter AM, Oberhofer H, Raschky PA (2009) Creative disasters? Flooding effects on capital, labour and productivity within European firms. Environ Resour Econ 43(3):333–350

    Article  Google Scholar 

  • Leoncini R, Marzucchi A, Montresor S, Rentocchini F, Rizzo U (2019) ‘Better late than never’: the interplay between green technology and age for firm growth. Small Bus Econ 52(4):891–904

    Article  Google Scholar 

  • Loayza N, Olaberria E, Rigolini J, Christiansen L (2012) Natural disasters and growth-going beyond the averages. World Dev 40(7):1317–1336

    Article  Google Scholar 

  • Martin RL (2012) Regional economic resilience, hysteresis and recessionary shocks. J Econ Geogr 12:1–32

    Article  Google Scholar 

  • Martin R, Sunley P (2015) On the notion of regional economic resilience: conceptualization and explanation. J Econ Geogr 15(1):1–42

    Article  Google Scholar 

  • Marzucchi A, Antonioli D, Montresor S (2015) Industry–research co-operation within and across regional boundaries. What does innovation policy add? Pap Reg Sci 94:499–524

    Article  Google Scholar 

  • Mechler R (2004) Natural disaster risk management and financing disaster losses in developing countries (Vol 1). Verlag Versicherungswirtsch, Karlsruhe, Germany

  • Miao Q, Popp D (2014) Necessity as the mother of invention: innovative responses to natural disasters. J Environ Econ Manag 68(2):280–295

    Article  Google Scholar 

  • Miyakawa D, Hosono K, Uchino T, Ono A, Uchida H, Uesugi I (2014) Natural disasters, financial shocks, and firm export. RIETI discussion paper 14-E-010. Available at https://www.rieti.go.jp/jp/publications/dp/14e010.pdf

  • Modica M, Reggiani A (2015) Spatial economic resilience: overview and perspectives. Netw Spat Econ 15:211–233

    Article  Google Scholar 

  • Murlidharan TL, Shah HC (2001) Catastrophes and macro-economic risk factors: an empirical study. Conference on ‘Integrated disaster risk management: reducing SocioEconomic Vulnerability’, Laxenburg, Austria, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria

  • Noy I (2009) The macroeconomic consequences of disasters. J Dev Econ 88:221–231

    Article  Google Scholar 

  • Okuyama Y (2003) Economics of natural disasters: a critical review. Mimeo Regional Research Institute, West Virginia University. Available at https://researchrepository.wvu.edu/rri_pubs/131

  • Okuyama Y (2007) Economic modeling for disaster impact analysis: past, present, and future. Econ Syst Res 19(2):115–124

    Article  Google Scholar 

  • Okuyama Y (2009) Impact estimation of higher order effects. Background paper for EDRR report

  • Okuyama Y (2014) Disaster and economic structural change: case study on the 1995 Kobe earthquake. Econ Syst Res 26(1):98–117

    Article  Google Scholar 

  • Otero RC, Marti RZ (1995) The impacts of natural disasters on developing economies: implications for the international development and disaster community. In: Munasinghe M, Clarke C (eds) Disaster prevention for sustainable development: economic and policy issues. World Bank, Washington DC, pp 11–40

    Google Scholar 

  • Raddatz C (2007) Are external shocks responsible for the instability of output in low-income countries? J Dev Econ 84:155–187

    Article  Google Scholar 

  • Reggiani A, De Graaff T, Nijkamp P (2002) Resilience: an evolutionary approach to spatial economic systems. Netw Spat Econ 2(2):211–229

    Article  Google Scholar 

  • Rose AZ (2007) Economic resilience to natural and man-made disasters: multidisciplinary origins and contextual dimensions. Environmental Hazards 7:383–398

    Article  Google Scholar 

  • Rose A, Liao SY (2005) Modelling regional economic resilience to disasters: a computable general equilibrium model of water service disruptions. J Reg Sci 45:75–112

    Article  Google Scholar 

  • Runyan RC (2006) Small business in the face of crisis: identifying barriers to recovery from a natural disaster. Journal of Contingencies and Crisis Management 14:12–26

    Article  Google Scholar 

  • Shughart WF (2006) Katrinanomics: the politics and economics of disaster relief. Public Choice 127(1–2):31–53

    Article  Google Scholar 

  • Skidmore M, Toya H (2002) Do natural disasters promote long-run growth? Econ Inq 40(4):664–687

    Article  Google Scholar 

  • Sobel RS, Leeson PT (2006) Government’s response to hurricane Katrina: a public choice analysis. Public Choice 127(1–2):55–73

    Article  Google Scholar 

  • Stewart F, Fitzgerald EVK (2001) War and underdevelopment. Oxford University Press, Oxford

    Google Scholar 

  • Tol RSJ, Leek FPM (1999) Economic analysis of natural disasters. In: Downing TE, Olsthoorn AA, Tol RSJ (eds) Climate, change and risk. Routledge, London, pp 308–327

    Google Scholar 

  • Uchida H, Miyakawa D, Hosono K, Ono A, Uchino T, Uesugi I (2014) Natural disaster and natural selection. RIETI discussion paper series 14-E-055. Available at https://www.rieti.go.jp/jp/publications/dp/14e055.pdf

  • Wu J, Li N, Hallegatte S, Shi P, Hu A, Liu X (2012) Regional indirect economic impact evaluation of the 2008 Wenchuan earthquake. Environ Earth Sci 65(1):161–172

    Article  Google Scholar 

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Antonioli, D., Marzucchi, A. & Modica, M. Resilience, Performance and Strategies in Firms’ Reactions to the Direct and Indirect Effects of a Natural Disaster. Netw Spat Econ 22, 541–565 (2022). https://doi.org/10.1007/s11067-021-09521-0

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