Abstract
Essential service organizations are interested in approaches to assess and build infrastructure resilience to ensure an uninterrupted supply of services, such as electricity or water. This study applied a sensemaking approach to assess the nature of social resilience in a national essential service organization in South Africa. It used the SenseMaker tool to collect and surface patterns from a set of micro-narratives collected in response to a national emergency simulation exercise. Findings show that participants utilized specified resilience resources, such as procedures and protocols, while general social resilience resources, such as social network integration and agency, which would have contributed to the response, did not feature significantly. Participants’ sense of coherence—how they comprehend, manage, and find meaning amidst life’s challenges—had a positive bearing on preparedness, involvement, and expectation of outcome in the context of the emergency simulation exercise and appear to be the organization’s strongest social resilience resource. This study suggests that a sense of coherence can inform resilience-building interventions, and be used as a measure of effective sensemaking towards more resilient outcomes.
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Notes
SenseMaker® is Software as a Service, available through Cognitive Edge, of whom Prof David John Snowden is the founder and chief scientific officer (Cognitive Edge 2018).
References
Abi-Samra N, McConnach J, Mukhopadhyay S, Wojszczyk B (2014) When the bough breaks, managing extreme weather events affecting electrical power grids. IEEE Power Energy Mag 12:61–65. https://doi.org/10.1109/MPE.2014.2331899
Abrams AL (2015) Legal strategies—crisis management and accident investigation. In: ASSE professional development conference and exposition. American Society of Safety Engineers
Aivalioti S (2015) Electricity sector adaptation to heat waves. Sabin Center for Climate Change Law, Columbia Law School, New York, NY
Allenby BR, Sarewitz DR (2011) The techno-human condition. Massachusetts Institute of Technology, Cambridge
Almedom AM, Tesfamichael B, Mohammed ZS et al (2007) Use of ‘sense of coherence (SOC)’ scale to measure resilience in Eritrea: interrogating both the data and the scale. J Biosoc Sci 39:91–107. https://doi.org/10.1017/S0021932005001112
Antonovsky A (1987a) Health promoting factors at work: the sense of coherence. In: Kalimo R, El-Batawi MA, Cooper CL (eds) Psychosocial factors at work and their relation to health. World Health Organisation, Geneva, pp 153–167
Antonovsky A (1987b) Unraveling the mystery of health: how people manage stress and stay well. Jossey-Bass, San Francisco
Antonovsky A (1993) Complexity, conflict, chaos, coherence, coercion and civility. Soc Sci Med 37:969–974. https://doi.org/10.1016/0277-9536(93)90427-6
Bakken T, Hernes T (2010) Organizing is both a verb and a noun. In: Clegg SR (ed) SAGE directions in organization studies, vol II. SAGE, Los Angeles, pp 19–38
Basińska MA, Andruszkiewicz A, Grabowska M (2011) Nurses’ sense of coherence and their work related patterns of behaviour. Int J Occup Med Environ Health 24:256–266. https://doi.org/10.2478/S13382-011-0031-1
BCI (2010) Good Practice Guideline 2010, a management guide to implementing global good practice in Business Continuity Management. Global Business Continuity Institute
Biggs R, Schlüter M, Biggs D et al (2012) Toward principles for enhancing the resilience of ecosystem services. Annu Rev Environ Resour 37:421–448. https://doi.org/10.1146/annurev-environ-051211-123836
Bíró É, Veres-Balajti I, Ádány R, Kósa K (2014) Social cognitive intervention reduces stress in Hungarian university students. Health Promot Int 32:73–78. https://doi.org/10.1093/heapro/dau006
Bloomfield RE, Popov P, Salako K et al (2017) Preliminary interdependency analysis: an approach to support critical-infrastructure risk-assessment. Reliab Eng Syst Saf 167:198–217. https://doi.org/10.1016/j.ress.2017.05.030
Bohle H-G, Etzold B, Keck M (2009) Resilience as Agency. IHDP Updat. 8–13
Braun-Lewensohn O, Sagy S (2014) Community resilience and sense of coherence as protective factors in explaining stress reactions: comparing cities and rural communities during missiles attacks. Community Ment Health J 50:229–234. https://doi.org/10.1007/s10597-013-9623-5
Brown K, Westaway E (2011) Agency, capacity, and resilience to environmental change: lessons from human development, well-being, and disasters. Annu Rev Environ Resour 36:321–342. https://doi.org/10.1146/annurev-environ-052610-092905
Carpenter SR, Walker BH, Anderies JM, Abel N (2001) From metaphor to measurement: resilience of what to what? Ecosystems 4:765–781. https://doi.org/10.1007/s10021-001-0045-9
Casto CA (2014) Crisis management: a qualitative study of extreme event leadership. Dissertation, Kennesaw State University
Cilliers P (2016) Critical complexity: collected essays. De Gruyter, Berlin
Clarke J, Coaffee J, Rob R, et al (2016) Resilience evaluation and SOTA summary report. RESILENS, Horizon 2020 Programme, Dublin, Ireland
Cognitive Edge (2017) Realtime situational assessment with MassSense, Potential disruption on the Korean Peninsula, A SenseMaker & BBC Monitor case study
Cognitive Edge (2018) Cognitive Edge landing page. In: Cogn. Edge. http://cognitive-edge.com/. Accessed 4 Feb 2018
Collier ZA, Lambert JH, Linkov I (2018) Resilience, sustainability, and complexity in social, environmental, and technical systems. Environ Syst Decis 38:1–2. https://doi.org/10.1007/s10669-018-9679-4
Committee on Increasing National Resilience to Hazards and Disasters (2012) Disaster resilience: a national imperative. The National Academies Press, Washington, D.C.
Correia AJ, Koch R, Van der Merwe SE, Mahomed S (2017) Addressing emergency decision making in complex incidents: implementation of advanced incident command system in Eskom. In: 8th Southern Africa Regional Cigre Conference. Cigre, Paris, France
Cundill G, Leitch AM, Schultz L et al (2015) Principle 5: encourage learning. In: Biggs R, Schlüter M, Schoon ML (eds) Principles for building resilience, sustaining ecosystem services in social-ecological systems. Cambridge University Press, Cambridge, pp 174–200
Dahlberg R (2015) Resilience and complexity: conjoining the discourses of two contested concepts. Cult Unbound J Curr Cult Res 7:541–557. https://doi.org/10.3384/cu.2000.1525.1572541
Dakos V, Quinlan A, Baggio JA et al (2015) Principle 2: manage connectivity. In: Biggs R, Schlüter M, Schoon MLE (eds) Principles for building resilience: sustaining ecosystem services in social-ecological systems. Cambridge University Press, Cambridge, pp 80–104
Dekker SWA (2007) Just culture, balancing safety and accountability. Ashgate Publishing Limited, London, England
Dekker SWA (2015) Safety differently, 2nd edn. CRC Press, Boca Raton
Dekker SWA, Breakey H (2016) ‘Just culture:’ improving safety by achieving substantive, procedural and restorative justice. Saf Sci 85:187–193. https://doi.org/10.1016/j.ssci.2016.01.018
Dekker SWA, Hollnagel E, Woods D, Cook R (2008) Resilience engineering: new directions for measuring and maintaining safety in complex systems. Lund University School of Aviation, Lund
Dekker SWA, Cilliers P, Hofmeyr J-H (2011) The complexity of failure: implications of complexity theory for safety investigations. Saf Sci 49:939–945. https://doi.org/10.1016/j.ssci.2011.01.008
DeLong S (2016) Statistics in the Triad. In: QED insight, Res. sensemaking action. http://qedinsight.com/tag/statistics/. Accessed 2 July 2017
Deprez S, Huyghe C, Van Gool Maldonado C (2012) Using Sensemaker to measure, learn and communicate about smallholder farmer inclusion, thematic learning programme on planning, monitoring and evaluation of complex processes of social change. VECO, Vredeseilanden, Eerbeek
Dickens PM (2012) Facilitating emergence: complex, adaptive systems theory and the shape of change. Dissertation, Antioch University
Dijkstra A (2013) Understanding Resilience in Flight Operations “Find the story behind flight safety reports and learn from successes.” In: Herrera I, Schraagen JM, Van der Vorm J, Woods D (eds) Resilience Engineering Symposium 2013. Resilience Engineering Association, Soesterberg, The Netherlands
Doyle EEH, Paton D, Johnston DM (2015) Enhancing scientific response in a crisis: evidence-based approaches from emergency management in New Zealand. J Appl Volcanol. https://doi.org/10.1186/s13617-014-0020-8
Duman L (2017) Developing a resilience-thinking leadership mindset scale. Dissertation, Antioch University
Dunn G, Brown RR, Bos JJ, Bakker K (2017) Standing on the shoulders of giants: understanding changes in urban water practice through the lens of complexity science. Urban Water J 14:758–767. https://doi.org/10.1080/1573062X.2016.1241284
Elfassi Y, Braun-Lewensohn O, Krumer-Nevo M, Sagy S (2016) Community sense of coherence among adolescents as related to their involvement in risk behaviors. J Commun Psychol 44:22–37. https://doi.org/10.1002/jcop.21739
Elgersma DS (2018) Airpower’s Response to Fundamental Surprise. US Army Command and General Staff College Fort Leavenworth, KS
Engle NL (2011) Adaptive capacity and its assessment. Glob Environ Chang. https://doi.org/10.1016/j.gloenvcha.2011.01.019
Eriksson M (2016) The sense of coherence in the salutogenic model of health. In: Mittelmark MB, Sagy S, Eriksson M et al (eds) the handbook of salutogenesis. Springer, Cham, pp 91–96
Eriksson M, Lindström B (2005) Validity of Antonovsky’s sense of coherence scale: a systematic review. J Epidemiol Commun Health 59:460–466. https://doi.org/10.1136/jech.2003.018085
Eriksson M, Mittelmark MB (2016) The sense of coherence and its measurement. In: Mittelmark MB, Sagy S, Eriksson M et al (eds) The handbook of salutogenesis. Springer, Cham, pp 97–106
Eskom (2016) Eskom Holdings Corporate Plan, Financial years 2016/16-2020/21, towards surplus capacity. Eskom, Johannesburg, South Africa
Eskom (2018) Eskom Holdings Corporate Plan FY2018/19—FY2022/23, 8th edn. Eskom Holdings, Johannesburg, South Africa
Feldt T, Kinnunen U, Mauno S (2000) A mediational model of sense of coherence in the work context: a one year follow up study. J Organ Behav 21:461–476. https://doi.org/10.1002/(SICI)1099-1379(200006)21:4%3c461:AID-JOB11%3e3.0.CO;2-T
Fleetwood S (2008) Structure, institution, agency, habit and reflexive deliberation. J Inst Econ 4:183–203
Flin R, O’Connor P, Crichton M (2017) Safety at the sharp end: a guide to non-technical skills. CRC Press, Taylor & Francis Group, London, England
Flensborg-Madsen T, Ventegodt S, Merrick J (2005) Why is Antonovsky’s sense of coherence not correlated to physical health? Analysing Antonovsky’s 29-item sense of coherence scale (SOC-29). Sci World J 5:767–776. https://doi.org/10.1100/tsw.2005.89
Folke C (2016) Resilience. Oxford Res Encycl Environ Sci
Folke C, Carpenter SR, Walker BH et al (2010) Resilience thinking: integrating resilience, adaptability and transformability. Ecol Soc. https://doi.org/10.5751/ES-03610-150420
Frazier TG, Thompson CM, Dezzani RJ, Butsick D (2013) Spatial and temporal quantification of resilience at the community scale. Appl Geogr 42:95–107. https://doi.org/10.1016/j.apgeog.2013.05.004
Furuta K, Kanno T (2018) Resilience analysis of urban critical infrastructure: a human-centred view of resilience. In: Trump BD, Florin M-V, Linkov I (eds) IRGC resource guide on resilience: domains of resilience for complex interconnected systems. EPFL International Risk Governance Center, Lausanne
Goertz G, Mahoney J (2012) A tale of two cultures: qualitative and quantitative research in the social sciences. Princeton University Press, Princeton
Gottret MV (2017) Understanding and assessing resilience: a sensemaker-based methodology. Baltimore, MD, USA
Guijt I (2012) Voices in the room: stories, statistics & systemic change. In: Int. Progr. Dev. Eval. Train. [IPDET], Guest Lect. Carlet. Univ. https://www.youtube.com/watch?v=gOQGMlZSARc. Accessed 29 May 2017
Gunderson L, Cosens BA, Chaffin BC et al (2017) Regime shifts and panarchies in regional scale social-ecological water systems. Ecol Soc. https://doi.org/10.5751/ES-08879-220131
Harrop E, Addis S, Elliott E, Williams G (2006) Resilience, coping and salutogenic approaches to maintaining and generating health: a review. Cardiff University, Cardiff Institute of Society Health and Ethics (CISHE), Cardiff
Herbane B (2010) The evolution of business continuity management: a historical review of practices and drivers. Bus Hist 52:978–1002. https://doi.org/10.1080/00076791.2010.511185
Heylighen F, Cilliers P, Gershenson C (2007) Complexity and philosophy. In: Bogg J, Geyer R (eds) Complexity, science and society. Radcliff Publishing, Oxford, pp 117–134
Himmelstrand U, Archer MS (2002) Being human: the problem of agency. Contemp Sociol 31:359. https://doi.org/10.2307/3089723
Holling CS (1986) The resilience of terrestrial ecosystems; local surprise and global change. In: Clark WC, Munn RE (eds) Sustainable development of the biosphere. Cambridge University Press, Cambridge, pp 292–317
Holling CS (1996) Engineering resilience versus ecological resilience, National Academy of Engineering. In: Schulze P (ed) Engineering within ecological constraints. National Academies Press, Washington, DC, pp 31–44
Hollnagel E (2009) The four cornerstones of resilience engineering. In: Nemeth CP, Hollnagel E, Dekker S (eds) Resilience engineering perspectives. Volume 2: preparation and restoration. CRC Press, Boca Raton, pp 117–134
Holman P (2010) Engaging emergence, turning upheaval into opportunity. Berret-Koehler Publishers, San Francisco
Idan O, Braun-Lewensohn O, Sagy S (2013) Qualitative, sense of coherence-based assessment of working conditions in a psychiatric in-patient unit to guide salutogenic interventions. In: Bauer GF, Jenny GJ (eds) Salutogenic organizations and change: the concepts behind organizational health intervention research. Springer, Dordrecht, pp 55–74
Idan O, Eriksson M, Al-Yagon M (2016) The salutogenic model: the role of generalized resistance resources. In: Mittelmark MB, Sagy S, Eriksson M et al (eds) The handbook of salutogenesis. Cham, Switzerland, pp 57–69
Inayatullah S (1998) Causal layered analysis: poststructuralism as method. Futures 30:815–829. https://doi.org/10.1016/S0016-3287(98)00086-X
Inayatullah S (2005) From organizational to institutional change. Horiz 13:46–53. https://doi.org/10.1108/10748120510601662
Jackson S (2010) Architecting resilient systems: accident avoidance and survival and recovery from disruptions. Wiley, Hoboken
Johnson J, Gheorghe AV (2013) Antifragility analysis and measurement framework for systems of systems. Int J Disaster Risk Sci 4:159–168. https://doi.org/10.1007/s13753-013-0017-7
Jones H (2011) When is a policy problem complex, why does it matter, and how can it be tackled? In: Jones H (ed) Taking responsibility for complexity. Overseas Development Institute, London
Keck M, Sakdapolrak P (2013) What is social resilience? Lessons learned and ways forward. Erdkunde 67:5–19. https://doi.org/10.3112/erdkunde.2013.01.02
Keele S, Coenen L (2019) The role of public policy in critical infrastructure resilience. The Resilience Shift, London
Kelly S (2015) Estimating economic loss from cascading infrastructure failure: a perspective on modelling interdependency. Infrastruct Complex. https://doi.org/10.1186/s40551-015-0010-y
Kendra JM, Wachtendorf T (2003) Elements of resilience after the world trade center disaster: reconstituting New York City’s Emergency Operations Centre. Disasters 27:37–53
Kete N, Punzo G, Linkov I (2018) Enhancing resilience within and between critical infrastructure systems. Environ Syst Decis 38:275–277. https://doi.org/10.1007/s10669-018-9706-5
Klein G, Moon B, Hoffman RR (2006) Making sense of sensemaking 1: alternative perspectives. IEEE Intell Syst 21:70–73. https://doi.org/10.1109/MIS.2006.75
Kolko J (2010) Abductive thinking and sensemaking: the drivers of design synthesis. Des Issues 26:15–28. https://doi.org/10.1162/desi.2010.26.1.15
Kudesia RS (2017) Organizational sensemaking. Oxford University Press, New York
Kunreuther H, Slovic P, Olson KG (2014) Fast and slow thinking in the face of catastrophic risk. In: Wharton Working Paper, Risk Management and Decision Processes Center. The Wharton School, University of Pennsylvania, Philadelphia, PA
Kupers R, Foden M (2017) Learning for resilience and complex systems thinking. The Resilience Shift, London
Kurtz CF, Snowden DJ (2007) Bramble bushes in a thicket narrative and the intangibles of learning networks. In: Gibbert M, Durand T (eds) Strategic networks: learning to compete (Strategic Management Society). Blackwell Publishing, Malden, pp 121–150
Labaka L, Hernantes J, Sarriegi JM (2015) Resilience framework for critical infrastructures: an empirical study in a nuclear plant. Reliab Eng Syst Saf 141:92–105. https://doi.org/10.1016/j.ress.2015.03.009
Lacey S (2014) Resiliency: how Superstorm Sandy changed America’s grid. Greentech Media Inc., Boston
Lanir Z (1983) Fundamental surprises. Center for Strategic Studies, Tel Aviv
Lavelle FM, Ritchie LA, Kwasinski A, Wolshon B (2015) Critical assessment of existing methodologies for measuring or representing community resilience of social and physical systems, NIST GCR 15-1010. Gaithersburg, MD, USA
Lee AV, Vargo J, Seville E (2013) Developing a tool to measure and compare organizations’ resilience. Nat Hazards Rev 14:29–41. https://doi.org/10.1061/(ASCE)NH.1527-6996.0000075
Lengnick-Hall CA, Beck TE, Lengnick-Hall ML (2011) Developing a capacity for organizational resilience through strategic human resource management. Hum Resour Manag Rev 21:243–255. https://doi.org/10.1016/j.hrmr.2010.07.001
Lindbert C, Schneider M (2012) Leadership in a complex adaptive system: insights from positive deviance. In: Acad. Manag. Best Pap. Proc
Lindström B, Eriksson M (2006) Contextualizing salutogenesis and Antonovsky in public health development. Health Promot Int 21:238–244. https://doi.org/10.1093/heapro/dal016
Linkov I, Trump BD (2019) The science and practice of resilience. Springer, Cham
Lundberg O, Peck MN (1995) A simplified way of measuring sense of coherence: experiences from a population survey in Sweden. Eur J Public Health 5:56–59. https://doi.org/10.1093/eurpub/5.1.56
Maitlis S, Vogus TJ, Lawrence TB (2013) Sensemaking and emotion in organizations. Organ Psychol Rev 3:222–247. https://doi.org/10.1177/2041386613489062
Mark A, Snowden DJ (2017) Cynefin: a tool for situating the problem in a sense-making framework. In: de Savigny D, Blanchet K, Adam T (eds) Applied systems thinking for health systems research, a methodological handbook. McGraw-Hill Education, Open University Press, London, pp 76–96
Marston AL (2015) The efficacy of cognitive shock. U.S. Army Command and General Staff College Fort Leavenworth, KS
Mertens W, Recker J (2017) Positive deviance and leadership: an exploratory field study. In: 50th Hawaii international conference on system sciences (HISCC 2017), January 4-7. Hawaii International Conference on System Sciences, Waikoloa Village, Hawaii
Mian J, Da Silva J, Kete N, et al (2018) Critical infrastructure resilience: understanding the landscape. The Resilience Shift
Militello LG, Patterson ES, Bowman L, Wears R (2007) Information flow during crisis management: challenges to coordination in the emergency operations center. Cogn Technol Work 9:25–31. https://doi.org/10.1007/s10111-006-0059-3
Milne KMG (2015) Can sense-making tools inform adaptation policy? A practitioner’s perspective. Ecol Soc. https://doi.org/10.5751/ES-06791-200166
Milojević I, Inayatullah S (2015) Narrative foresight. Futures 73:151–162. https://doi.org/10.1016/j.futures.2015.08.007
Mittelmark MB, Bull T, Daniel M, Urke H (2016) Specific resistance resources in the salutogenic model of health. In: Mittelmark MB, Sagy S, Eriksson M et al (eds) The handbook of salutogenesis. Springer, Cham, pp 71–76
Moore ML, Westley F (2011) Surmountable chasms: networks and social innovation for resilient systems. Ecol Soc. https://doi.org/10.5751/ES-03812-160105
Mullainathan S, Shafir E (2013) Scarcity: why having too little means so much. Penguin Books, London
Muller Y, Rothmann S (2009) Sense of coherence and employees’ perceptions of helping and restraining factors in an organisation. SA J Ind Psychol 35:89–99. https://doi.org/10.4102/sajip.v35i1.731
Naderpajouh N, Yu DJ, Aldrich DP et al (2018) Engineering meets institutions: an interdisciplinary approach to the management of resilience. Environ Syst Decis 38:306–317. https://doi.org/10.1007/s10669-018-9704-7
Nickerson J, Sanders RP (2014) Tackling wicked government problems: a practical guide for developing enterprise leaders. Brookings Institution Press, Washington, D.C.
Nofi AA (2000) Situational awareness, defining and measuring shared situational awareness. Center for Naval Analyses, Defense Advanced Research Projects Agency, Alexandria
North DC (1991) Institutions, institutional change, and economic performance. J Econ Perspect 5:97–112. https://doi.org/10.2307/2234910
North DC (1992) Institutions and economic theory. Am Econ 36:3–6. https://doi.org/10.1177/056943459203600101
Omer M, Mostashari A, Lindeman U (2014) Resilience analysis of soft infrastructure systems. Procedia Comput Sci 28:873–882. https://doi.org/10.1016/j.procs.2014.03.104
Osinga F (2005) Science, strategy, and war: the strategic theory of John Boyd. Eburon Acadmic Publishers, Delft
Park J, Seager TP, Rao PSC et al (2013) Integrating risk and resilience approaches to catastrophe management in engineering systems. Risk Anal 33:356–367. https://doi.org/10.1111/j.1539-6924.2012.01885.x
Pearson J, Punzo G, Mayfield M et al (2018) Flood resilience: consolidating knowledge between and within critical infrastructure sectors. Environ Syst Decis 38:318–329. https://doi.org/10.1007/s10669-018-9709-2
Pendall R, Foster KA, Cowell M (2007) Resilience and regions: building understanding of the metaphor. Institute of Urban and Regional Development, Berkeley
Plummer R, Armitage DR (2007) A resilience-based framework for evaluating adaptive co-management: linking ecology, economics and society in a complex world. Ecol Econ. https://doi.org/10.1016/j.ecolecon.2006.09.025
Polhill JG, Filatova T, Schlüter M, Voinov A (2016) Modelling systemic change in coupled socio-environmental systems. Environ Model Softw 75:318–332. https://doi.org/10.1016/j.envsoft.2015.10.017
Poli R (2013) A note on the difference between complicated and complex social systems. Cadmus 2:142–147
Preiser R, Biggs R, De Vos A, Folke C (2018) Social-ecological systems as complex adaptive systems: organizing principles for advancing research methods and approaches. Ecol Soc. https://doi.org/10.5751/ES-10558-230446
Quinlan AE, Berbes-Blazquez M, Haider LJ, Peterson GD (2015) Measuring and assessing resilience: broadening understanding through multiple disciplinary perspectives. J Appl Ecol 53:677–687. https://doi.org/10.1111/1365-2664.12550
Reed DA, Kapur KC, Christie RD (2009) Methodology for assessing the resilience of networked infrastructure. IEEE Syst J 3:174–180
Resilience Alliance (2010) Assessing resilience in social-ecological systems: workbook for practitioners. Version 2.0. http://www.resalliance.org/3871.php. Accessed 29 June 2016
Rogers KH, Luton R, Biggs HC et al (2013) Fostering complexity thinking in action research for change in social- ecological systems. Ecol Soc. https://doi.org/10.5751/ES-05330-180231
Sagy S (2016) Salutogenesis in the era after antonovsky. In: Mittelmark MB, Sagy S, Eriksson M et al (eds) The handbook of salutogenesis. Springer, Cham, pp 43–44
Schön DA (2016) The reflective practitioner, how professionals think in action. Routledge Taylor & Francis Group. First published 1983 by Basic Books, Abingdon, Oxon & New York, NY
Schumann A, Hapke U, Meyer C et al (2003) Measuring sense of coherence with only three items: a useful tool for population surveys. Br J Health Psychol 8:409–421. https://doi.org/10.1348/135910703770238275
Seager TP, Clark SS, Eisenberg DA et al (2017) Redesigning resilient infrastructure research. In: Linkov I, Palma-Oliveira J (eds) Resilience and risk: methods and application in environment. Cyber and Social Domains, Springer
Siegel AW, Schraagen JM (2017) Team reflection makes resilience-related knowledge explicit through collaborative sensemaking: observation study at a rail post. Cogn Technol Work 19:127–142. https://doi.org/10.1007/s10111-016-0400-4
Snowden DJ (2011) Naturalizing sensemaking. In: Mosier KL, Fischer UM (eds) Informed by knowledge: expert performance in complex situations. Taylor & Francis, New York, pp 223–234
Stephenson A (2010) Benchmarking the resilience of organisations. Dissertation, University of Canterbury
Szijarto B (2019) Mediating social change: building adaptive learning systems through developmental evaluation. Dissertation, University of Ottawa
Tappolet C (2016) Emotions, values, and agency. Oxford University Press, Oxford
The White House (2013) Presidential Policy Directive 21: Critical Infrastructure Security and Resilience. Pres Policy Dir 9
Thomas J, Eisenberg D, Seager T (2018) Holistic infrastructure resilience research requires multiple perspectives, not just multiple disciplines. Infrastructures 3:30. https://doi.org/10.3390/infrastructures3030030
Thomas JE, Eisenberg DA, Seager TP, Fisher E (2019) A resilience engineering approach to integrating human and socio-technical system capacities and processes for national infrastructure resilience. J Homel Secur Emerg Manag. https://doi.org/10.1515/jhsem-2017-0019
Uhl-Bien M, Arena M (2017) Complexity leadership: enabling people and organizations for adaptability. Organ Dyn 46:9–20. https://doi.org/10.1016/j.orgdyn.2016.12.001
Van der Merwe SE (2019) Advancing resilience assessments: the social dimensions of electricity supply in South Africa. Dissertation, Stellenbosch University
Van der Merwe SE, Biggs R, Preiser R (2018) A framework for conceptualizing and assessing the resilience of essential services produced by socio-technical systems. Ecol Soc. https://doi.org/10.5751/ES-09623-230212
Van der Merwe SE, Biggs R, Preiser R et al (2019) Making sense of complexity: using SenseMaker as a research tool. Systems. https://doi.org/10.3390/systems7020025
VanPatter G, Pastor E (2016) Innovation methods mapping: de-mystifying 80+ years of innovation process design. Humantific Publishing, New York
Varga L (2015) Complexity and sustainable utility services. Emerg Complex Organ. 17:F1–F4
Walker BH, Salt D (2012) Resilience practice: building capacity to absorb disturbance and maintain function. Island Press, Washington, DC
Walker BH, Holling CS, Carpenter SR, Kinzig A (2004) Resilience, adaptability and transformability in social-ecological systems. Ecol Soc 9
Walker BH, Gunderson L, Kinzig A, et al (2006) A handful of heuristics and some propositions for understanding resilience in social-ecological systems. In: Ecol. Soc. http://www.ecologyandsociety.org/vol11/iss1/art13/
Walker BH, Abel N, Anderies JM, Ryan P (2009) Resilience, adaptability, and transformability in the Goulburn-Broken Catchment, Australia. Ecol Soc 14
Wallerstein N (1992) Powerlessness, empowerment, and health: implications for health promotion programs. Am J Heal Promot 6:197–205
Walsh-Dilley M, Wolford W (2015) (Un)Defining resilience: subjective understandings of ‘resilience’ from the field. Resilience 3:173–182. https://doi.org/10.1080/21693293.2015.1072310
Weber DE, Dekker SWA (2016) Assessing the sharp end: reflections on pilot performance assessment in the light of safety differently. Theor Issues Ergon Sci 18(1):59–78. https://doi.org/10.1080/1463922X.2016.1149253
Weick KE (1988) Enacted sensemaking in crisis situations. J Manag Stud 25:305–317. https://doi.org/10.1111/j.1467-6486.1988.tb00039.x
Weick KE (1995) Sensemaking in organizations. Sage Publications, Thousand Oaks
Weick KE (2010) Reflections on enacted sensemaking in the Bhopal disaster. J Manag Stud 47:537–550. https://doi.org/10.1111/j.1467-6486.2010.00900.x
Weick KE, Sutcliffe KM (2001) Managing the unexpected, what business can learn from High Reliability Organizations. In: Managing the unexpected: assuring high performance in an age of uncertainty. pp 1–24
Weick KE, Sutcliffe KM (2015) Managing the unexpected: sustained performance in a complex world, 3rd edn. Wiley, Hoboken
Weick KE, Sutcliffe KM, Obstfeld D (1999) Organizing for high reliability: processes of collective mindfulness. In: Sutton RS, Staw BM (eds) Research in organizational behavior. Jai Press, Stamford, pp 81–123
Weick KE, Sutcliffe KM, Obstfeld D (2005) Organizing and the process of sensemaking. Organ Sci 16:327–451. https://doi.org/10.1287/orsc.1050.0133
Wilkinson DJ (2006) The ambiguity advantage, what great leaders are great at. Palgrave McMillan, New York
Wilkinson A, Kupers R, Mangalagiu D (2013) How plausibility-based scenario practices are grappling with complexity to appreciate and address 21st century challenges. Technol Forecast Soc Change 80:699–710. https://doi.org/10.1016/j.techfore.2012.10.031
Will MS (2016) Making sense of complexity: review of sensemaker for development. In: Flourishing Disadv. https://flourishinganddisadvantage.com/2016/12/08/making-sense-of-complexity-review-of-sensemaker-for-development/. Accessed 11 Nov 2017
Woods DD (2012) Resilience engineering: concepts and precepts. Ashgate Publishing, originally published 2006, Aldershot, UK
Wybo J-L (2008) The role of simulation exercises in the assessment of robustness and resilience of private or public organizations. In: Pasman HJ, Kirillov. IA (eds) Resilience of cities to terrorist and other threats, learning from 9/11 and further research. Springer-Verlag, NATO Science for Peace and Security Series, vol 6, pp 491–507
Zaidi Z, Pescaroli G, Dien I, et al (2015) Report on the interaction between resilience and vulnerability in cascading crisis situations, Deliverable D2.3. FORTRESS project, European Commission
Zobel CW, Cook D (2008) A decision support framework to assess supply chain resilience. 5th International ISCRAM Conference, May 2008. Information Systems for Crisis Response and Management, Washington, DC, pp 596–605
Zolli A, Healy AM (2012) Resilience: why things bounce back?. Simon and Schuster, New York
Acknowledgements
We acknowledge contributions by Robert Koch, who heads up Enterprise Resilience in Eskom, and provided useful comments on the article; Jose Correia, who conducts these exercises, for his support; and three anonymous reviewers, whose inputs were valuable in clarifying and strengthening the article. The authors are supported by the South African Research Chairs Initiative of the Department of Science and Technology and National Research Foundation of South Africa (Grant 98766), Investments for Development (GRAID) project funded by the Swedish International Development Agency (SIDA), and a Young Researcher Grant (621-2014-5137) funded by Vetenskaprådet in Sweden.
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Susara E. van der Merwe, Reinette Biggs, and Rika Preiser declare that they have no conflict of interest.
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van der Merwe, S.E., Biggs, R. & Preiser, R. Sensemaking as an approach for resilience assessment in an Essential Service Organization. Environ Syst Decis 40, 84–106 (2020). https://doi.org/10.1007/s10669-019-09743-1
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DOI: https://doi.org/10.1007/s10669-019-09743-1