Indoor CO2 monitoring in a surgical intensive care unit under visitation restrictions during the COVID-19 pandemic

被引:6
作者
Chou, Ying-An [1 ]
Wang, Zheng-Yao [2 ,3 ]
Chang, Hsiang-Ching [2 ,3 ]
Liu, Yi-Chia [4 ]
Su, Pei-Fang [4 ]
Huang, Yen Ta [1 ]
Yang, Chao-Tung [2 ,5 ]
Lai, Chao-Han [1 ,6 ,7 ]
机构
[1] Natl Cheng Kung Univ, Natl Cheng Kung Univ Hosp, Coll Med, Dept Surg, Tainan, Taiwan
[2] Tunghai Univ, Dept Comp Sci, Taichung, Taiwan
[3] UniSmart Technol Co Ltd, Taichung, Taiwan
[4] Natl Cheng Kung Univ, Coll Management, Dept Stat, Tainan, Taiwan
[5] Tunghai Univ, Res Ctr Smart Sustainable Circular Econ, Taichung, Taiwan
[6] Natl Cheng Kung Univ, Coll Med, Dept Biochem & Mol Biol, Tainan, Taiwan
[7] Vanderbilt Univ, Dept Biostat, Med Ctr, Nashville, TN 37232 USA
关键词
indoor air quality; carbon dioxide; intensive care unit; visitation restriction; COVID-19; pandemic; indoor environment monitoring system; internet of things; SICK BUILDING SYNDROME; AIR-QUALITY; CARBON-DIOXIDE; SYMPTOMS;
D O I
10.3389/fmed.2023.1052452
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundIndoor CO2 concentration is an important metric of indoor air quality (IAQ). The dynamic temporal pattern of CO2 levels in intensive care units (ICUs), where healthcare providers experience high cognitive load and occupant numbers are frequently changing, has not been comprehensively characterized. ObjectiveWe attempted to describe the dynamic change in CO2 levels in the ICU using an Internet of Things-based (IoT-based) monitoring system. Specifically, given that the COVID-19 pandemic makes hospital visitation restrictions necessary worldwide, this study aimed to appraise the impact of visitation restrictions on CO2 levels in the ICU. MethodsSince February 2020, an IoT-based intelligent indoor environment monitoring system has been implemented in a 24-bed university hospital ICU, which is symmetrically divided into areas A and B. One sensor was placed at the workstation of each area for continuous monitoring. The data of CO2 and other pollutants (e.g., PM2.5) measured under standard and restricted visitation policies during the COVID-19 pandemic were retrieved for analysis. Additionally, the CO2 levels were compared between workdays and non-working days and between areas A and B. ResultsThe median CO2 level (interquartile range [IQR]) was 616 (524-682) ppm, and only 979 (0.34%) data points obtained in area A during standard visitation were & GE; 1,000 ppm. The CO2 concentrations were significantly lower during restricted visitation (median [IQR]: 576 [556-596] ppm) than during standard visitation (628 [602-663] ppm; p < 0.001). The PM2.5 concentrations were significantly lower during restricted visitation (median [IQR]: 1 [0-1] & mu;g/m(3)) than during standard visitation (2 [1-3] & mu;g/m(3); p < 0.001). The daily CO2 and PM2.5 levels were relatively low at night and elevated as the occupant number increased during clinical handover and visitation. The CO2 concentrations were significantly higher in area A (median [IQR]: 681 [653-712] ppm) than in area B (524 [504-547] ppm; p < 0.001). The CO2 concentrations were significantly lower on non-working days (median [IQR]: 606 [587-671] ppm) than on workdays (583 [573-600] ppm; p < 0.001). ConclusionOur study suggests that visitation restrictions during the COVID-19 pandemic may affect CO2 levels in the ICU. Implantation of the IoT-based IAQ sensing network system may facilitate the monitoring of indoor CO2 levels.
引用
收藏
页数:13
相关论文
共 48 条
[11]   Indoor Air Quality in Healthcare Units-A Systematic Literature Review Focusing Recent Research [J].
Fonseca, Ana ;
Abreu, Isabel ;
Guerreiro, Maria Joao ;
Barros, Nelson .
SUSTAINABILITY, 2022, 14 (02)
[12]   Improving the ICU - Part 1 [J].
Garland, A .
CHEST, 2005, 127 (06) :2151-2164
[13]   Lifestyle and mental health disruptions during COVID-19 [J].
Giuntella, Osea ;
Hyde, Kelly ;
Saccardo, Silvia ;
Sadoff, Sally .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2021, 118 (09)
[14]   Indoor Air Quality in Inpatient Environments: A Systematic Review on Factors that Influence Chemical Pollution in Inpatient Wards [J].
Gola, Marco ;
Settimo, Gaetano ;
Capolongo, Stefano .
JOURNAL OF HEALTHCARE ENGINEERING, 2019, 2019
[15]   Indoor air quality in a dentistry clinic [J].
Helmis, C. G. ;
Tzoutzas, J. ;
Flocas, H. A. ;
Halios, C. H. ;
Stathopouiou, O. I. ;
Assimakopoulos, V. D. ;
Panis, V. ;
Apostolatou, M. ;
Sgouros, G. ;
Adam, E. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2007, 377 (2-3) :349-365
[16]   What is the relationship between indoor air quality parameters and airborne microorganisms in hospital environments? A systematic review and meta-analysis [J].
Hiwar, Waseem ;
King, Marco-Felipe ;
Shuweihdi, Farag ;
Fletcher, Louise A. ;
Dancer, Stephanie J. ;
Noakes, Catherine J. .
INDOOR AIR, 2021, 31 (05) :1308-1322
[17]   Indoor air concentrations of carbon dioxide (CO2), nitrogen dioxide (NO2), and ozone (O3) in multiple healthcare facilities [J].
Hwang, Sung Ho ;
Park, Wha Me .
ENVIRONMENTAL GEOCHEMISTRY AND HEALTH, 2020, 42 (05) :1487-1496
[18]   The Psychological Impact on Relatives of Critically Ill Patients: The Influence of Visiting Hours [J].
Iglesias, Judit ;
Martin, Juan ;
Alcaniz, Montserrat ;
Ezquiaga, Elena ;
Vega, Gema .
CRITICAL CARE EXPLORATIONS, 2022, 4 (02) :E0625
[19]   Direct human health risks of increased atmospheric carbon dioxide [J].
Jacobson, Tyler A. ;
Kler, Jasdeep S. ;
Hernke, Michael T. ;
Braun, Rudolf K. ;
Meyer, Keith C. ;
Funk, William E. .
NATURE SUSTAINABILITY, 2019, 2 (08) :691-701
[20]   Indoor air quality varies with ventilation types and working areas in hospitals [J].
Jung, Chien-Cheng ;
Wu, Pei-Chih ;
Tseng, Chao-Heng ;
Su, Huey-Jen .
BUILDING AND ENVIRONMENT, 2015, 85 :190-195