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Chaos, Complexity and Resilience: A Review and Research Agenda


Affiliations
1 Associate Professor, Production and Operations Management, KIIT School of Management, KIIT University, India
 

The objectives of this paper are (a) to purposively review recent literature based on chaos, complexity and resilience theories and (b) to indicate the applicability of these theories to wider business and social contexts.

We believe that the pandemic of Covid-19 has introduced an additional dimension to various decision making process in different forms of social and business organisations. At the least, the concepts of social distancing and its practice is the delta change of the theory of chaos with wider and meaningful repercussions. Secondly, as postulated by the theory of chaos and complexity, the path traversed from one state to another is not exactly reversible. The pandemic related changes may not be reversible in future. There is a need for discussion on various possibilities of outcomes, finding patterns in chaos and complexity. During the Covid-19 pandemic many individuals have undergone the trauma of personal suffering, loss of near and dear ones. The delay in access to medical supervision due to capacity mismatch, inadequate knowledge, confusion regarding the policy response, and public response to rules are some of the additional dimensions of complexities experienced. At the same time, individuals and organisations have demonstrated resilience to overcome adversities. There is a contextual necessity and opportunity to extend our knowledge base.

This review discusses illustrative but non-exhaustive researches conducted so far in different social science and business organisations to help conceptualisation of future researches. The structure of the paper includes a brief introduction, the theories, application and conclusion.


Keywords

Theory, Chaos, Complexity, Resilience, Pandemic, Covid-19.
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  • Alamoudi, D., & Kumar, A. (2017). Information system complexity and business value. International Journal of Economics & Management Sciences, 6(2). https://doi.org/10.4172/2162-6359.100040
  • Alkan, B., Vera, D. A., Ahmad, M., Ahmad, B., & Harrison, R. (2018). Complexity in manufacturing systems and its measures: A literature review. European Journal of Industrial Engineering, 12(1), 116–150. https://doi.org/10.1504/EJIE.2018.089883
  • Ateş, M. A., Suurmond, R., Luzzini, D., & Krause, D. (2021). Order from chaos: A meta-analysis of supply chain complexity and firm performance. Journal of Supply Chain Management. https://doi.org/10.1111/JSCM.12264
  • Baggio, R. (2019). The science of complexity in the tourism domain: a perspective article. Tourism Review, 75(1), 16–19. https://doi.org/10.1108/TR-04-2019-0115
  • Baggio, R. (2020). The science of complexity in the tourism domain: a perspective article. Tourism Review, 75(1), 16–19. https://doi.org/10.1108/TR-04-2019-0115/FULL/HTML
  • Baltaci, A., & Balci, A. (2017). View of Complexity Leadership: A Theoretical Perspective. International Journal of Educational Leadership and Managemen, 5(1), 30–59. doi: 10.17583/ijelm.2017.2435
  • Battistella, C., & De Toni, A. F. (2018). Complex business models: Pacorini at the edge of chaos. Strategic Change, 27(4), 379–393. https://doi.org/10.1002/JSC.2210
  • Benbya, H., Nan, N., Tanriverdi, H., Quarterly, Y. Y.-M., & 2020, undefined. (2020). Complexity and information systems research in the emerging digital world. Papers.Ssrn.Com, 44(1), 1–17. https://doi.org/10.25300/MISQ/2020/13304
  • Blignaut, S. (2019). 7 Characteristics of complex systems | by Sonja Blignaut | Medium. https://sonjablignaut.medium.com/7-characteristics-ofcomplexsystems-707e9a1d792a
  • Bonanno, G. A., Papa, A., & O’Neill, K. (2001). Loss and human resilience. Applied and Preventive Psychology, 10(3), 193–206. https://doi.org/10.1016/S0962-1849(01)80014-7
  • Bright, J., Chaos, R. P.-, & 2019, undefined. (2019). The chaos theory of careers: Emerging from simplification to complexity, certainty to uncertainty. Asiapacificcda.Org, 2(1), 1–15. https://asiapacificcda.org/resources/APCDJ/A0002_1_001.pdf
  • Bright, J. E. H., & Pryor, R. G. L. (2011). the chaos theory of careers. Journal of Employment Counseling, 48(4), 163– 166. https://doi.org/10.1002/J.21611920. 2011.TB01104.X
  • Çağlar, H. N. (2018). Applications of Theories of Compelexity and Chaos to Gold Prices. Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 9(17), 181–190.
  • Cilliers, P. (2010). What Can We Learn From a Theory of Complexity? Institute for the Study of Coherence and Emergence, 2(1), 23–33. https://doi.org/10.1207/S15327000EM0201_03
  • Dawkins, C. E., & Barker, J. R. (2018). A Complexity Theory Framework of Issue Movement: Https://Doi.Org/10.1177/0007650318762404, 59(6), 1110–1150. https://doi.org/10.1177/0007650318762404
  • Devereux, L., Melewar, T. C., Dinnie, K., & Lange, T. (2020). Corporate identity orientation and disorientation: A complexity theory perspective. Journal of Business Research, 109, 413–424. https://doi.org/10.1016/J.JBUSRES.2019.09.048
  • Downing, J. A., & Ma, Q. (2017). Structure in chaos: entrepreneurial reputation effects on performance during volatility. Journal of Small Business and Entrepreneurship, 29(6), 461–476. https://doi.org/10.1080/08276331.2017.1371390
  • Ferreira, M. A. M., Filipe, J. A., & Coelho, M. (2017). Chaos and complexity in the fisheries management context. Acta Scientiae et Intellectus, 3(1), 64–76. https://repositorio.iscte-iul.pt/bitstream/10071/14220/5/Chaos_and_Complexity_in_the_Fisheries_Management_Context.pdf
  • González-Rojas, O., López, A., & Correal, D. (2017). Multilevel complexity measurement in enterprise architecture models. International Journal of Computer Integrated Manufacturing, 30(12), 1280–1300. https://doi.org/10.1080/0 951192X.2017.1307453
  • Ibrahim, H., & Ajlouni, M. M. Al. (2018). The complexity of small business growth: a Saudi perspective. Middle East J. of Management, 5(4), 356. https://doi.org/10.1504/MEJM.2018.095580
  • Jacobs, M. A. (2013). Complexity: Toward an empirical measure. Technovation, 33(4–5), 111–118. https://doi.org/10.1016/J.TECHNOVATION.2013.01.001
  • Joshi, M., & Anand, V. (2018). Small business owners’ external information-seeking behaviors: The role of perceived uncertainty and organizational identity complexity. Journal of Small Business Strategy, 28(3), 48–68. https://libjournals.mtsu.edu/index.php/jsbs/article/view/823
  • Lahmiri, S., Bekiros, S., & Avdoulas, C. (2018). Time-dependent complexity measurement of causality in international equity markets: A spatial approach. Chaos, Solitons & Fractals, 116, 215–219. https://doi.org/10.1016/J.CHAOS.2018.09.030
  • Lauder, M. A., & Marynissen, H. (2018). Normal chaos: A new research paradigm for understanding practice. Journal of Contingencies and Crisis Management, 26(2), 319– 323. https://doi.org/10.1111/14685973.12189
  • Ledesma, J. (2014). Conceptual Frameworks and Research Models on Resilience in Leadership: SAGE Open, 4(3). https://doi.org/10.1177/2158244014545464
  • Li, Q., Zhang, Y., & Huang, Y. (2020). The Impacts of Fairness Concern and Different Business Objectives on the Complexity of Dual-Channel Value Chains. Complexity, 2020. https://doi.org/10.1155/2020/1716084
  • Li, T., Yan, D., & Ma, X. (2019). Stability Analysis and Chaos Control of Recycling Price Game Model for Manufacturers and Retailers. Complexity, 2019. https://doi.org/10.1155/2019/3157407
  • Lin, J., Li, L., Luo, X. (Robert), & Benitez, J. (2020). How do agribusinesses thrive through complexity? The pivotal role of e-commerce capability and business agility. Decision Support Systems, 135, 113342. https://doi.org/10.1016/J.DSS.2020.113342
  • Lloyd, S. (1996). Review: COMPLEXITY SIMPLIFIED. Scientific American, 274(5), 104–108. https://www.jstor.org/stable/24989534
  • Lloyd, S. (2001). Measures of Complexity: A NonexhaustiveList. IEEE Control Systems, 21(4), 7–8. https://doi.org/10.1109/MCS.2001.939938
  • Luthans, F. (2002). Positive organizational behavior: Developing and managing psychological strengths. Https://Doi.Org/10.5465/Ame.2002.6640181, 16(1), 57–72. https://doi.org/10.5465/ AME.2002.6640181
  • Ma, J., Li, T., & Ren, W. (2017). Research on the Complexity of Dual-Channel Supply Chain Model in Competitive Retailing Service Market. International Journal of Bifurcation and Chaos, 27(7). https://doi.org/10.1142/S0218127417500985
  • Masten, A. S. (2014). Global Perspectives on Resilience in Children and Youth. Child Development, 85(1), 6–20. https://doi.org/10.1111/CDEV.12205 Menon, S. (2019). Complexity Theory: Insights from a Canadian ERP Project Implementation. International Journal of Business and Management, 14(6). https:// papers.ssrn.com/sol3/papers.cfm?abstract_id=3597467
  • Mohamed, E., & Hassan, A. (2019). How does complexity affect the relationship between supply chain integration and firm performance?: A conceptual framework. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 10(2). https://doi.org/10.4018/IJSSMET.2019040102
  • Moldoveanu, M. (2004). An intersubjective measure of organizational complexity: A new approach to the study of complexity in organizations*. E:CO, 6(3), 9–26.
  • Morel, B., & Ramanujam, R. (1999). Through the Looking Glass of Complexity: The Dynamics of Organizations as Adaptive and Evolving Systems. Https://Doi.Org/10.1287/Orsc.10.3.278, 10(3), 278–293. https://doi.org/10.1287/ ORSC.10.3.278
  • Näswall, K., Kuntz, J., Hodliffe, M., & Malinen, S. (2013). Employee Resilience Scale (EmpRes): Technical Report. www.resorgs.org.nz
  • Ndofor, H., Fabian, F., & Michel, J. G. (2018). Chaos in industry environments. IEEE Transactions on Engineering Management, 65(2), 191–203. https://doi.org/10.1109/TEM.2017.2787860
  • Orlando, G., & Zimatore, G. (2018). Recurrence quantification analysis of business cycles. Chaos, Solitons & Fractals, 110, 82–94. https://doi.org/10.1016/J.CHAOS.2018.02.032
  • Orlando, G., & Zimatore, G. (2020). Business cycle modeling between financial crises and black swans: Ornstein–Uhlenbeck stochastic process vs Kaldor deterministic chaotic model. Chaos: An Interdisciplinary Journal of Nonlinear Science, 30(8). https://doi.org/10.1063/5.0015916
  • Özmusul, M. (2017). We Need Resilient School Leaders in the face of Chaos and Complexity. EDUCATION REFORM JOURNAL, 2(1), 17–25.
  • Pappas, N. (2018). Hotel decisionmaking during multiple crises: A chaordic perspective. Tourism Management, 68, 450–464. https://doi.org/10.1016/J.orgTOURMAN.2018.04.009
  • Pappas, N. (2019). UK outbound travel and Brexit complexity. Tourism Management, 72, 12–22. https://doi.org/10.1016/J.TOURMAN.2018.11.004
  • Pappas, N. (2021). COVID19: Holiday intentions during a pandemic. Tourism Management, 84, 104287. https://doi.org/10.1016/J.TOURMAN.2021.104287
  • Pappas, N., & Brown, A. E. (2020). Entrepreneurial decisions in tourism and hospitality during crisis. Management Decision, 59(5), 1025–1042. https://doi.org/10.1108/MD-10-2019-1412/FULL/HTML
  • Piya, S., Shamsuzzoha, A., Khadem, M., & Al-kindi, M. (2017). Supply Chain Complexity Drivers and Solution Methods. International Journal of Supply Chain Management, 6(4), 50. http://excelingtech.co.uk/
  • Pryor, R. G. L., & Bright, J. (2003). The Chaos Theory of Careers: Australian Journal of Career Development, 12(3), 12–20. https://doi.org/10.1177/103841620301200304
  • Qiu-Xiang, L., Yu-Hao, Z., & Yi-Min, H. (2018). The Complexity Analysis in Dual-Channel Supply Chain Based on Fairness Concern and Different Business Objectives. Complexity, 2018. https://doi.org/10.1155/2018/4752765
  • Rebout, N., Lone, J.-C., Marco, A. De, Cozzolino, R., Lemasson, A., & Thierry, B. (2021). Measuring complexity in organisms and organizations. Royal Society Open Science, 8(3). https://doi.org/10.1098/RSOS.200895
  • Reiss, M. (2020). Simplexity: A Hybrid Framework for Managing System Complexity. In Ali G. Hessami (Ed.), Harnessing Knowledge, Innovation and Competence in Engineering of Mission Critical Systems. IntechOpen.
  • Rimita, K., Hoon, S., & Levasseur, R. (2020). Leader Readiness in a Volatile, Uncertain, Complex, and Ambiguous Business Environment. Journal of Social Change, 12(1), 2. https://doi.org/10.5590/JOSC.2020.12.1.02
  • Roundy, P. T., Bradshaw, M., & Brockman, B. K. (2018). The emergence of entrepreneurial ecosystems: A complex adaptive systems approach. Journal of Business Research, 86, 1–10. https://doi.org/10.1016/J.JBUSRES.2018.01.032
  • Simon, H. A. (1962). The Architecture of Complexity. Proceedings of the American Philosophical Society, 106(6), 467–482.
  • Soloviev, V., Semerikov, S., & Solovieva, V. (2020). Lempel-Ziv Complexity and Crises of Cryptocurrency Market. Advances in Economics, Business and Management Research, 129, 299–306.
  • Sun, W., Dedahanov, A. T., Shin, H. Y., & Li, W. P. (2021). Using extended complexity theory to test SMEs’ adoption of Blockchain-based loan system. PLoS ONE, 16(2 February). https://doi.org/10.1371/JOURNAL.PONE.0245964
  • Tartaglione, A. M., Bruni, R., Bozic, M., & Cavacece, Y. (2018). How the environmental complexity affects forecasting in retail? Actual research trends. Journal of Marketing Trends, 5(2), 71–89.
  • Turner, J., & Baker, R. (2019). Complexity theory: An overview with potential applications for the social sciences. Systems, 7(4), 1–23. https://doi.org/10.3390/ systems7010004
  • Ungar, M. (2018). Systemic resilience: principles and processes for a science of change in contexts of adversity. Ecology and Society, 23(4). https://www.jstor.org/ stable/26796886?seq=1#metadata_ info_tab_contents
  • Wang, H., Gu, T., Jin, M., Zhao, R., & Wang, G. (2018). The complexity measurement and evolution analysis of supply chain network under disruption risks. Chaos, Solitons & Fractals, 116, 72–78. https://doi.org/10.1016/J.CHAOS.2018.09.018
  • Wang, S., He, S., Yousefpour, A., Jahanshahi, H., Repnik, R., & Perc, M. (2020). Chaos and complexity in a fractional-order financial system with time delays. Chaos, Solitons & Fractals, 131, 109521. https://doi.
  • org/10.1016/J.CHAOS.2019.109521 Ward, M. (1995). Butterflies and Bifurcations: Can Chaos Theory Contribute to Our Understanding of Family Systems? Journal of Marriage and the Family, 57(3), 629. https:// doi.org/10.2307/353918
  • Yuan, X., & Nishant, R. (2021). Understanding the complex relationship between R&D investment and firm growth: A chaos perspective. Journal of Business Research, 129, 666–678. https://doi.org/10.1016/J.JBUSRES.2019.11.043

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  • Chaos, Complexity and Resilience: A Review and Research Agenda

Abstract Views: 518  |  PDF Views: 4

Authors

Brajaballav Kar
Associate Professor, Production and Operations Management, KIIT School of Management, KIIT University, India

Abstract


The objectives of this paper are (a) to purposively review recent literature based on chaos, complexity and resilience theories and (b) to indicate the applicability of these theories to wider business and social contexts.

We believe that the pandemic of Covid-19 has introduced an additional dimension to various decision making process in different forms of social and business organisations. At the least, the concepts of social distancing and its practice is the delta change of the theory of chaos with wider and meaningful repercussions. Secondly, as postulated by the theory of chaos and complexity, the path traversed from one state to another is not exactly reversible. The pandemic related changes may not be reversible in future. There is a need for discussion on various possibilities of outcomes, finding patterns in chaos and complexity. During the Covid-19 pandemic many individuals have undergone the trauma of personal suffering, loss of near and dear ones. The delay in access to medical supervision due to capacity mismatch, inadequate knowledge, confusion regarding the policy response, and public response to rules are some of the additional dimensions of complexities experienced. At the same time, individuals and organisations have demonstrated resilience to overcome adversities. There is a contextual necessity and opportunity to extend our knowledge base.

This review discusses illustrative but non-exhaustive researches conducted so far in different social science and business organisations to help conceptualisation of future researches. The structure of the paper includes a brief introduction, the theories, application and conclusion.


Keywords


Theory, Chaos, Complexity, Resilience, Pandemic, Covid-19.

References





DOI: https://doi.org/10.23862/kiit-parikalpana%2F2021%2Fv17%2Fi2%2F210537