IoT-Based Hand Hygiene Compliance Monitoring System and Validation of Its Effectiveness in Hospital Environments.

Ju-Yu Wu, Yi-Chun Lin, Shu-Yuan Lee, Cheng-Pin Chen, Shu-Hsing Cheng, Chien-Yu Cheng, Congo Tak Shing Ching, Hui-Min David Wang, Chu-Chun Yeh, Wei J Chen, Wei-Wen Chen, Lun-De Liao
Author Information
  1. Ju-Yu Wu: Institute of Biomedical Engineering and Nanomedicine National Health Research Institutes 35, Keyan Road, Zhunan Town Miaoli County 350 Taiwan.
  2. Yi-Chun Lin: Department of Infectious Diseases Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  3. Shu-Yuan Lee: Department of Infectious Diseases Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  4. Cheng-Pin Chen: Department of Infectious Diseases Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  5. Shu-Hsing Cheng: Department of Infectious Diseases Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  6. Chien-Yu Cheng: Department of Infectious Diseases Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  7. Congo Tak Shing Ching: Doctoral Program in Tissue Engineering and Regenerative Medicine National Chung Hsing University 145, Xingda Road, South District Taichung City 402 Taiwan.
  8. Hui-Min David Wang: Doctoral Program in Tissue Engineering and Regenerative Medicine National Chung Hsing University 145, Xingda Road, South District Taichung City 402 Taiwan.
  9. Chu-Chun Yeh: Department of Infectious Control Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  10. Wei J Chen: Center for Neuropsychiatric Research National Health Research Institutes 35, Keyan Road, Zhunan Town Miaoli County 350 Taiwan.
  11. Wei-Wen Chen: Department of Infectious Control Taoyuan General Hospital Ministry of Health and Welfare Taoyuan City 330 Taiwan.
  12. Lun-De Liao: Institute of Biomedical Engineering and Nanomedicine National Health Research Institutes 35, Keyan Road, Zhunan Town Miaoli County 350 Taiwan. ORCID

Abstract

Healthcare-associated infection (HAI) is the most common adverse medical event that affects patients. Internationally, healthcare workers (HCWs) are monitored for hand hygiene compliance to reduce HAI risk. While direct observation is considered the gold standard for monitoring, it has several disadvantages. To address this, the study focused on developing a comprehensive hand hygiene system that integrates the Internet of Things (IoT) hand hygiene with soap and water (HHW) and alcohol-based formulation (HHA) monitoring, incorporates real-time data visualization on a web interface to track HCWs' hand hygiene practices, and provides instant calculations of compliance and accuracy rates. This IoT system uses Bluetooth for HCW positioning and HHW detection, ultrasonic sensors for handwashing duration, and pressure sensors for HHA detection. Furthermore, a cloud server, database, and website are established to manage and display the data received by the IoT devices. To reduce HAI in Taiwan, hospitals must provide both HHW and HHA systems, and HCWs can choose either method when hand hygiene is necessary. The system achieved 72% accuracy in clinical practice within an adult intensive care unit (ICU).

Keywords

References

  1. Lancet Infect Dis. 2016 Dec;16(12):1345-1355 [PMID: 27599874]
  2. Nurs Open. 2023 May;10(5):3367-3377 [PMID: 36594651]
  3. Bull World Health Organ. 2020 Jul 01;98(7):475-483 [PMID: 32742033]
  4. J Med Internet Res. 2021 Nov 24;23(11):e27880 [PMID: 34821565]
  5. J Hosp Infect. 2021 May;111:6-26 [PMID: 33744382]
  6. Emerg Med Int. 2021 Jun 10;2021:9954669 [PMID: 34221510]
  7. Am J Infect Control. 2014 Feb;42(2):144-7 [PMID: 24355492]
  8. Emerg Med Int. 2022 Jan 29;2022:7245650 [PMID: 35132364]
  9. Crit Care Med. 2021 Feb 1;49(2):169-187 [PMID: 33438970]
  10. Infect Control Hosp Epidemiol. 2014 May;35(5):494-501 [PMID: 24709717]
  11. Lancet Infect Dis. 2021 Aug;21(8):e209-e221 [PMID: 34331890]
  12. J Contin Educ Nurs. 2018 Aug 1;49(8):360-371 [PMID: 30053307]
  13. Med Biol Eng Comput. 2023 Nov;61(11):3003-3019 [PMID: 37563528]
  14. Glob Health Sci Pract. 2020 Dec 23;8(4):827-837 [PMID: 33361245]
  15. Am J Infect Control. 2022 Jul;50(7):719-723 [PMID: 35367321]
  16. Infect Control Hosp Epidemiol. 2011 Feb;32(2):101-14 [PMID: 21460463]
  17. Infect Control Hosp Epidemiol. 2011 Nov;32(11):1091-6 [PMID: 22011536]
  18. Int J Qual Health Care. 2019 Feb 1;31(1):36-42 [PMID: 29767747]
  19. Front Public Health. 2023 Jun 16;11:1188304 [PMID: 37397724]
  20. BMC Med Inform Decis Mak. 2017 Jan 31;17(1):15 [PMID: 28143613]
  21. Crit Care Med. 2019 Sep;47(9):1251-1257 [PMID: 31219838]
  22. Int J Environ Res Public Health. 2019 Feb 19;16(4): [PMID: 30791457]
  23. Infect Control Hosp Epidemiol. 2017 Feb;38(2):189-195 [PMID: 27817756]
  24. Int J Environ Res Public Health. 2020 Jan 25;17(3): [PMID: 31991722]
  25. Sensors (Basel). 2019 Aug 09;19(16): [PMID: 31404989]
  26. Saudi Pharm J. 2021 Oct;29(10):1112-1119 [PMID: 34703364]
  27. Heliyon. 2022 Nov 18;8(11):e11698 [PMID: 36458306]
  28. Euro Surveill. 2018 Nov;23(46): [PMID: 30458912]
  29. Int J Behav Med. 2022 Oct;29(5):575-586 [PMID: 34843096]
  30. J Pediatric Infect Dis Soc. 2019 Nov 6;8(5):408-413 [PMID: 30189013]
  31. Ann Work Expo Health. 2023 Jan 12;67(1):160-162 [PMID: 35596690]

Word Cloud

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