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Managing Humanitarian Challenges of Disaster Responses and Pandemic Crises: Interface of 4IR Ecosystem

Arindam Chakrabarty, Uday Sankar Das, Saket Kushwaha, Prathamesh Churi

Abstract


The human civilization has witnessed myriads of road-block and crossroads at every facet of its journey. Many a time, it becomes untenable to sustain its existence. The series of health hazards, critical epidemics and even the catastrophic pandemic diseases have been challenging our vivid foundation and perpetuity. The disasters both natural and man-made have attempted massively to destroy, devastate, and ruin our glorious leadership on earth. In all such cases, the society has responded through rendering relief and rescue operations and offering emergency health services to mitigate these humanitarian crises. It is imperative to understand, the response time for such emergencies varies with the nature and intensity of the hazards. It is still difficult to reach the epicenter or the point of occurrence even though services have begun to function towards the outer periphery region. The deployment of medical and non-medical personnel at the critical point in the early hours becomes unsuitable and unwise decision. There are issues of the inadequacy of resources for deployment strategy. In the era of 4IR (4th Industrial Revolution or Industry 4.0), it is emergent to improvise AI induced guided or auto guided devices that can perform various tasks at such unprecedented humanitarian crisis. The introduction of the Internet of Robotic Things (IoRT) protocol embedded with medical based AI i.e. Internet of Medical Robotic Things (IoMRT) would be able to deliver superior performance to minimize loss of life and property. This paper has attempted to explore how the IoMRT system can contribute to society with excellence.


Keywords


Humanitarian Crisis; 4IR Ecosystem; Disaster Responses; Pandemic Diseases

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References


1. Schwab K. The Fourth Industrial Revolution [Internet]. Chicago, IL: Encyclopædia Britannica; 2018. Available from: https://www.britannica.com/topic/The-Fourth-Industrial-Revolution-2119734.

2. Schwab K. The Fourth Industrial Revolution: What it means, how to respond [Internet]. Geneva: World Economic Forum; 2016. Available from: https://www.weforum.org/agenda/2016/01/the-fourth-industrial-revolution-what-it-means-and-how-to-respond/.

3. Government of Japan. Realizing Society 5.0 [Internet]. Tokyo: Government of Japan; 2017. Available from: https://www.japan.go.jp/abenomics/_userdata/abenomics/pdf/society_5.0.pdf.

4. Britannica TEoE. Pygmalion [Internet]. Chicago, IL: Encyclopædia Britannica; 2019. Available from: https://www.britannica.com/topic/Pygmalion.

5. Capek K. RUR (Rossum’s universal robots). New York: Penguin; 2004.

6. Stanford. Robotics: A brief history [Internet]. Stanford, CA: Stanford | Computer Science; 1998. Available from: https://cs.stanford.edu/people/eroberts/courses/soco/projects/1998-99/robotics/history.html.

7. Simon M. The WIRED Guide to Robots [Internet]. Boone, IA: WIRED; 2020. Available from: https://www.wired.com/story/wired-guide-to-robots/.

8. Crawford M. Top 6 robotic applications in medicine [Internet]. New York: ASME.org; 2016. Available from: https://www.asme.org/topics-resources/content/top-6-robotic-applications-in-medicine.

9. Matthews K. The Internet of Robotic Things: How IoT and robotics tech are evolving together [Internet]. IoT Times; 2019 Jun 19. Available from: https://iot.eetimes.com/the-internet-of-robotic-things-how-iot-and-robotics-tech-are-evolving-together/.

10. Eckstein D, Künzel V, Schäfer L, Winges M. Global climate risk index 2020 [Internet]. Berlin: Germanwatch e.V.; 2019. Available from: https://germanwatch.org/sites/default/files/20-2-01e%20Global%20Climate%20Risk%20Index%202020_15.pdf.

11. Parida Y, Goel PA. India is not prepared for natural disasters [Internet]. Chennai: The Hindu Business-Line; 2020. Available from: https://www.thehindubusinessline.com/opinion/india-is-not-prepared-for-natural-disasters/article30463153.ece#.

12. Mizutori M, Guha-Sapir D. Economic losses, poverty and disasters: 1998–2017. Geneva: United Nations Office for Disaster Risk Reduction; 2017.

13. Patel A. India lost $80 bn due to disasters in last 20 years: UN report [Internet]. Noida: India Today; 2018. Available from: https://www.indiatoday.in/india/story/india-lost-80-bn-due-to-disasters-in-last-20-years-un-report-1366521-2018-10-11.

14. Francescutti LH, Sauve M, Prasad AS. Natural disasters and healthcare: Lessons to be learned. Healthcare Management Forum 2017; 30(1): 53–55. doi: 10.1177/0840470416679338.

15. Dallas CE. Medical lessons learned from Chernobyl relative to nuclear detonations and failed nuclear reactors disaster medicine and public health preparedness. Disaster Medicine and Public Health Preparedness 2012; 6: 330–334. doi: 10.1001/dmp.2012.72.

16. Ochi S, Tsubokura M, Kato S, et al. Hospital staff shortage after the 2011 triple disaster in Fukushima, Japan-An earthquake, tsunamis, and nuclear power plant accident: A case of the Soso District. PloS ONE 2016; 11(10): e0164952. doi: 10.1371/journal.pone.0164952.

17. Hasegawa A, Ohira T, Maeda M, et al. Emergency responses and health consequences after the Fukushima accident; Evacuation and relocation. Clinical Oncology 2016; 28(4): 237–244. doi: 10.1016/j.clon.2016.01.002.

18. Associated Press in New Delhi. More than 1,000 people killed in India as human and wildlife habitats collide [Internet]. New York: The Guardian; 2017. Available from: https://www.theguardian.com/environment/2017/aug/01/over-1000-people-killed-india-humans-wildlife-territories-meet.

19. Hoek G, Brunekreef B, Fischer P, van Wijnen J. The association between air pollution and heart failure, arrhythmia, embolism, thrombosis, and other cardiovascular causes of death in a time series study. Epidemiology 2001; 12(3): 355–357.

20. Watts SJ. Disease and medicine in world history. London: Psychology Press; 2003.

21. Tognotti E. Lessons from the history of quarantine, from plague to influenza A. Emerging Infectious Diseases 2013; 19(2): 254–259. doi: 10.3201/eid1902.120312.

22. WHO. Prioritizing diseases for research and development in emergency contexts [Internet]. Geneva, Switzerland: World Health Organization; 2020. Available from: https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts.

23. Jarus O. 20 of the worst epidemics and pandemics in history [Internet]. New York: Live Science; [Updated 2023 Jan 31]. Available from: https://www.livescience.com/worst-epidemics-and-pandemics-in-history.html.

24. Ashton K. That ‘Internet of Things’ thing. RFID Journal 2019; 22: 97–114.

25. CDC. 1968 Pandemic (H3N2 virus) [Internet]. Atlanta, GA: Centers for Disease Control and Prevention, (NCIRD); 2019. Available from: https://www.cdc.gov/flu/pandemic-resources/1968-pandemic.html.

26. National Institute of Allergy and Infectious Diseases (NIH). COVID-19, MERS & SARS [Internet]. Bethesda: National Institute of Allergy and Infectious Diseases (NIH); 2020. Available from: https://www.niaid.nih.gov/diseases-conditions/covid-19.

27. Kohn GC (editor). Encyclopedia of plague and pestilence: from ancient times to the present. New York: Infobase Publishing; 2007.

28. Gelogo YE, Hwang HJ, Kim HK. Internet of Things (IoT) framework for u-healthcare system. International Journal of Smart Home 2015; 9(11): 323–330. doi: 10.14257/ijsh.2015.9.11.31.

29. Gope P, Hwang T. BSN-Care: A secure IoT-based modern healthcare system using body sensor network. IEEE Sensors Journal 2015; 16(5): 1368–1376. doi: 10.1109/JSEN.2015.2502401.

30. Yin Y, Zeng Y, Chen X, Fan Y. The Internet of Things in healthcare: An overview. Journal of Industrial Information Integration 2016; 1: 3–13.

31. Jusak J, Pratikno H, Putra VH. Internet of Medical Things for cardiac monitoring: Paving the way to 5G mobile networks. In: 2016 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT); 2016 Dec 8–10; Surabaya, Indonesia. New York: IEEE; 2017. p. 75–79. doi: 10.1109/COMNETSAT.2016.7907420.

32. Shin D, Hwang Y. Integrated acceptance and sustainability evaluation of Internet of Medical Things. Internet Research 2017; 27(5): 1227–1254. doi: 10.1108/IntR-07-2016-0200.

33. Alsubaei F, Abuhussein A, Shiva S. Security and privacy in the internet of medical things: taxonomy and risk assessment. In: 2017 IEEE 42nd Conference on Local Computer Networks Workshops (LCN Workshops); 2017 Oct 9; Singapore. New York: IEEE; 2017. p. 112–120. doi: 10.1109/LCN.Workshops.2017.72.

34. Gatouillat A, Badr Y, Massot B, Sejdić E. Internet of Medical Things: A review of recent contributions dealing with cyber-physical systems in medicine. IEEE Internet of Things Journal 2018; 5(5): 3810–3822. doi: 10.1109/JIOT.2018.2849014.

35. Saravanan M, Perepu SK, Sharma A. Exploring collective behavior of Internet of Robotic Things for indoor plant health monitoring. In: 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS); 2018 Nov 1–3; Bali, Indonesia. New York: IEEE; 2018. p. 148–154. doi: 10.1109/IOTAIS.2018.8600865.

36. Raj PA, Srivani M. Internet of Robotic Things based autonomous fire fighting mobile robot. In: 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC); 2018 Dec 13–15; Madurai, India. New York: IEEE; 2019. p. 1–4. doi: 10.1109/ICCIC.2018.8782369.

37. Loke SW. Are we ready for the Internet of Robotic Things in public spaces? In: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers; 2018 Oct 8–12; Singapore. New York: Association for Computing Machinery; 2018. p. 891–900. doi: 10.1145/3267305.3274150.

38. Razafimandimby C, Loscri V, Vegni AM. Towards efficient deployment in Internet of Robotic Things. In: Gravina R, Palau C, Manso M, et al. (editors). Integration, Interconnection, And Interoperability of IoT systems. Cham: Springer; 2018. p. 21–37. doi: 10.1007/978-3-319-61300-0_2.

39. Katona J, Ujbanyi T, Sziladi G, Kovari A. Electroencephalogram-based brain-computer interface for internet of robotic things. In: Klempous R, Nikodem J, Baranyi P (editors). Cognitive Infocommunications, Theory and Applications. Topics in Intelligent Engineering and Informatics, vol 13. Cham: Springer; 2019. p. 253–275.

40. Guntur SR, Gorrepati RR, Dirisala VR. Robotics in healthcare: An Internet of Medical Robotic Things (IoMRT) perspective. Machine Learning in Bio-Signal Analysis and Diagnostic Imaging 2019: 293–318.

41. UNDP. Disaster management in India [Internet]. New York: United Nations Development Programme; 2012. Available from: https://www.undp.org/india/publications/disaster-management-india-0.

42. Bag S. Amphan: Kolkata devastated as cyclone kills scores in India and Bangladesh [Internet]. London: BBC.com; 2020. Available from: https://www.bbc.com/news/world-asia-india-52749935.

43. Slater J. Cyclone Amphan kills more than 85 in India and Bangladesh [Internet]. Washington, D.C.: The Washington Post; 2020. Available from: https://www.washingtonpost.com/world/asia_pacific/cyclone-amphan-india-bangladesh-death-toll/2020/05/21/ddc506c6-9ad6-11ea-ad79-eef7cd734641_story.html.

44. EM-DAT. CRED/UC Louvain, Brussels, Belgium [Internet]. Brussels: Centre for Research on the Epidemiology of Disasters (CRED); 2020. Available from: https://public.emdat.be/data.

45. MoHFW. National health profile 2019 14th Issue. Delhi: Central Bureau of Health Intelligence; 2019.

46. HSS.gov. About the strategic national stockpile [Internet]. Washington, D.C.: U.S. Department of Health and Human Services; 2020. Available from: https://www.phe.gov/about/sns/Pages/about.aspx.

47. Press Information Bureau. Hospitals in the country [Internet]. Delhi: PIB Delhi; 2018. Available from: https://pib.gov.in/PressReleasePage.aspx?PRID=1539877.

48. Pingle S. Helping our healthcare workers [Internet]. Chennai: New Indian Express; 2020. Available from: https://www.newindianexpress.com/opinions/2020/apr/13/helping-our-healthcare-workers-2129255.html.

49. Sepkowitz KA, Eisenberg L. Occupational deaths among healthcare workers. Emerging Infectious Diseases 2005; 11(7): 1003. doi: 10.3201/eid1107.041038.

50. PTI. Doctor-patient ratio in India less than WHO-prescribed norm of 1:1000: Govt [Internet]. Noida: ETHealthWorld.com; 2019. Available from: https://health.economictimes.indiatimes.com/news/industry/doctor-patient-ratio-in-india-less-than-who-prescribed-norm-of-11000-govt/72135237.

51. PTI. India facing shortage of 600,000 doctors, 2 million nurses: Study [Internet]. New Delhi: The Economic Times; 2019. Available from: https://economictimes.indiatimes.com/industry/healthcare/biotech/healthcare/for-third-day-in-a-row-daily-new-covid-infections-remain-below-50000-mark/articleshow/79146945.cms.

52. Chakrabarty A, Norbu T, Mall M. Fourth Industrial Revolution: Progression, scope and preparedness in India—Intervention of MSMEs. In: Solanki V, Hoang M, Lu Z, Pattnaik P (editors). Intelligent Computing in Engineering. Advances in Intelligent Systems and Computing, vol 1125. Singapore: Springer; 2020. p. 221–228. doi: 10.1007/978-981-15-2780-7_26.

53. Adhikary T, Jana AD, Chakrabarty A, Jana SK. The Internet of Things (IoT) augmentation in healthcare: An application analytics. In: Gunjan V, Garcia Diaz V, Cardona M, et al. (editors). ICICCT 2019 – System reliability, quality control, safety, maintenance and management. ICICCT 2019. Singapore: Springer. p. 576–583. doi: 10.1007/978-981-13-8461-5_66.

54. Chakrabarty A, Das US. Dynamics of knowledge management in 4IR through HR interventions: Conceptual framework. In: Peng SL, Son LH, Suseendran G, Balaganesh D (editors). Intelligent Computing and Innovation on Data Science. Lecture Notes in Networks and Systems, vol 118. Singapore: Springer; 2020. p. 695–704. doi: 10.1007/978-981-15-3284-9_75.

55. BostonDynamics. ROBOTS [Internet]. BostonDynamics; 2020. Available from: https://www.bostondynamics.com/robots.

56. Ackerman E. Russian humanoid robot to Pilot Soyuz Capsule to ISS this week: Skybot F-850 will spend a week on the ISS charming astronauts with its sense of humor [Internet]. New York: IEEE; 2019. Available from: https://spectrum.ieee.org/automaton/robotics/space-robots/russian-humanoid-robot-to-pilot-soyuz-capsule-to-iss-this-week.

57. Toyota. Toyota unveils third generation humanoid robot T-HR3 [Internet]. Plano, TX: Toyota; 2017. Available from: https://global.toyota/en/detail/19666346.

58. Gao L, Li J, Wang Y, Li Y. IoT and artificial intelligence based emergency management system in epidemic. Journal of Medical Systems 2021; 45(10): 1–12.

59. Erturk VB, Celebioglu E, Yuksel ME. Development of an intelligent disaster management system based on the Internet of Medical Robotic Things. Disaster Medicine and Public Health Preparedness 2021; 15(3): e9–e13.

60. Chen K, Huang S, Wu Q. An intelligent hospital logistics system based on the Internet of Medical Robotic Things. Journal of Medical Systems 2021; 45(9): 1–10.

61. Kaul M, Murthy YLN, Bhattacharya S. Internet of Robotic Things: A study on IoT and robotics for remote healthcare monitoring. Journal of Ambient Intelligence and Humanized Computing 2021; 12(5): 5295–5311.

62. Khan MR, Hossain MS, Rahman MA, Chowdhury MMH. Telemedicine using IoT and artificial intelligence in rural areas of developing countries: A review. Journal of Ambient Intelligence and Humanized Computing 2021; 12(11): 138.




DOI: https://doi.org/10.32629/jai.v5i2.550

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Copyright (c) 2023 Arindam Chakrabarty, Uday Sankar Das, Saket Kushwaha, Prathamesh Churi

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