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Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients

The study focused on the preventive effects of the chain management model on pressure ulcers in the operating room. Sqoop big data collection module is used to collect patient information from various hospital information systems in a distributed manner. The data were from the clinical data center o...

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Autores principales: Yao, Jiao, Zhao, Jie, Chen, Tao, Zeng, Xuehui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8684506/
https://www.ncbi.nlm.nih.gov/pubmed/34931138
http://dx.doi.org/10.1155/2021/6368189
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author Yao, Jiao
Zhao, Jie
Chen, Tao
Zeng, Xuehui
author_facet Yao, Jiao
Zhao, Jie
Chen, Tao
Zeng, Xuehui
author_sort Yao, Jiao
collection PubMed
description The study focused on the preventive effects of the chain management model on pressure ulcers in the operating room. Sqoop big data collection module is used to collect patient information from various hospital information systems in a distributed manner. The data were from the clinical data center of the Zhongshan Hospital Xiamen University General Hospital, and 268 patients were selected as the research subjects. A chain management model is constructed, concerning the preventive measures, the management of each link, the perioperative pressure ulcer management, and the reporting of pressure ulcers. Then, the two groups were compared for the SAS and SDS scores before and after nursing, the pressure ulcer sites, pressure ulcer reporting rate, pressure ulcer staging, and nursing satisfaction. The results show that it is not that more collection modules will lead to better cluster performance and that the execution delay is caused by MapReduce requiring the JAVA virtual machine, and after reaching a certain point, the increase in the number of tasks will slow down the process, and as data size increases, DataNote has an expanded capability to analyze data. After nursing treatment, the SAS and SDS scores of the two groups of patients were significantly lower than before treatment (P < 0.05). The pressure ulcers were mainly distributed in the forehead, mandible, cheeks, front chest, and knees in the two groups, and the difference between the two groups was statistically significant (P < 0.05). The total satisfaction of the observation group was 93.28%, and the total satisfaction of the control group was 92.54%. The patients' satisfaction with the chain management model was higher than that of conventional nursing.
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spelling pubmed-86845062021-12-19 Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients Yao, Jiao Zhao, Jie Chen, Tao Zeng, Xuehui J Healthc Eng Research Article The study focused on the preventive effects of the chain management model on pressure ulcers in the operating room. Sqoop big data collection module is used to collect patient information from various hospital information systems in a distributed manner. The data were from the clinical data center of the Zhongshan Hospital Xiamen University General Hospital, and 268 patients were selected as the research subjects. A chain management model is constructed, concerning the preventive measures, the management of each link, the perioperative pressure ulcer management, and the reporting of pressure ulcers. Then, the two groups were compared for the SAS and SDS scores before and after nursing, the pressure ulcer sites, pressure ulcer reporting rate, pressure ulcer staging, and nursing satisfaction. The results show that it is not that more collection modules will lead to better cluster performance and that the execution delay is caused by MapReduce requiring the JAVA virtual machine, and after reaching a certain point, the increase in the number of tasks will slow down the process, and as data size increases, DataNote has an expanded capability to analyze data. After nursing treatment, the SAS and SDS scores of the two groups of patients were significantly lower than before treatment (P < 0.05). The pressure ulcers were mainly distributed in the forehead, mandible, cheeks, front chest, and knees in the two groups, and the difference between the two groups was statistically significant (P < 0.05). The total satisfaction of the observation group was 93.28%, and the total satisfaction of the control group was 92.54%. The patients' satisfaction with the chain management model was higher than that of conventional nursing. Hindawi 2021-12-11 /pmc/articles/PMC8684506/ /pubmed/34931138 http://dx.doi.org/10.1155/2021/6368189 Text en Copyright © 2021 Jiao Yao et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yao, Jiao
Zhao, Jie
Chen, Tao
Zeng, Xuehui
Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients
title Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients
title_full Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients
title_fullStr Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients
title_full_unstemmed Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients
title_short Prevention Effects of Chain Management on Pressure Ulcers of Hospitalized Patients
title_sort prevention effects of chain management on pressure ulcers of hospitalized patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8684506/
https://www.ncbi.nlm.nih.gov/pubmed/34931138
http://dx.doi.org/10.1155/2021/6368189
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