Re-evaluation of the healthcare service quality criteria for the Covid-19 pandemic: Z-number fuzzy cognitive map

被引:32
作者
Babroudi, Naeira Elyas Pour [1 ]
Sabri-Laghaie, Kamyar [1 ]
Ghoushchi, Nazli Ghanbari [1 ]
机构
[1] Urmia Univ Technol, Fac Ind Engn, Orumiyeh, Iran
关键词
Healthcare service quality; SERVPERF; Fuzzy Cognitive Map (FCM); Z-number; Covid-19; pandemic; Infectious disease pandemic; CONSUMER PERCEPTIONS; MENTAL-HEALTH; MEDICAL-CARE; SCALE; HOSPITALS; SYSTEM; ENVIRONMENT; MANAGEMENT; SERVPERF; SAFETY;
D O I
10.1016/j.asoc.2021.107775
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Hospitals as healthcare centers have faced many challenges with the Covid-19 spread, which results in a decline in the quality of health care. Because the number of patients referred to hospitals increases dramatically during the pandemic, providing high-quality services and satisfying them is more important than ever to maintain community health and create loyal customers in the future. However, health care quality standards are generally designed for normal circumstances. The SERVPERF standard, which measures customer perceptions of service quality, has also been adjusted for hospital service quality measurement. In this study, the SERVPERF standard criteria for health services are evaluated in the Covid-19 pandemic. For this purpose, by considering the causal relationships between the criteria and using Z-Number theory and Fuzzy Cognitive Maps (FCMs), the importance of these criteria in the prevalence of infectious diseases was analyzed. According to the results, hospital reliability, hospital hygiene, and completeness of the hospital with ratios 0.9559, 0.9305, and 0.9268 are respectively the most influential criteria in improving the quality of health services in the spread of infectious diseases circumstances such as the Covid-19 pandemic. A review of the literature shows that in previous studies, comprehensive research has not been done on prioritizing the criteria for measuring the quality of health services in the context of the spread of infectious diseases. (C) 2021 Elsevier B.V. All rights reserved.
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页数:17
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