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Time-dependent analysis of dosage delivery information for patient-controlled analgesia services

Pain relief always plays the essential part of perioperative care and an important role of medical quality improvement. Patient-controlled analgesia (PCA) is a method that allows a patient to self-administer small boluses of analgesic to relieve the subjective pain. PCA logs from the infusion pump c...

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Autores principales: Kuo, I-Ting, Chang, Kuang-Yi, Juan, De-Fong, Hsu, Steen J., Chan, Chia-Tai, Tsou, Mei-Yung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854274/
https://www.ncbi.nlm.nih.gov/pubmed/29543837
http://dx.doi.org/10.1371/journal.pone.0194140
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author Kuo, I-Ting
Chang, Kuang-Yi
Juan, De-Fong
Hsu, Steen J.
Chan, Chia-Tai
Tsou, Mei-Yung
author_facet Kuo, I-Ting
Chang, Kuang-Yi
Juan, De-Fong
Hsu, Steen J.
Chan, Chia-Tai
Tsou, Mei-Yung
author_sort Kuo, I-Ting
collection PubMed
description Pain relief always plays the essential part of perioperative care and an important role of medical quality improvement. Patient-controlled analgesia (PCA) is a method that allows a patient to self-administer small boluses of analgesic to relieve the subjective pain. PCA logs from the infusion pump consisted of a lot of text messages which record all events during the therapies. The dosage information can be extracted from PCA logs to provide easily understanding features. The analysis of dosage information with time has great help to figure out the variance of a patient’s pain relief condition. To explore the trend of pain relief requirement, we developed a PCA dosage information generator (PCA DIG) to extract meaningful messages from PCA logs during the first 48 hours of therapies. PCA dosage information including consumption, delivery, infusion rate, and the ratio between demand and delivery is presented with corresponding values in 4 successive time frames. Time-dependent statistical analysis demonstrated the trends of analgesia requirements decreased gradually along with time. These findings are compatible with clinical observations and further provide valuable information about the strategy to customize postoperative pain management.
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spelling pubmed-58542742018-03-28 Time-dependent analysis of dosage delivery information for patient-controlled analgesia services Kuo, I-Ting Chang, Kuang-Yi Juan, De-Fong Hsu, Steen J. Chan, Chia-Tai Tsou, Mei-Yung PLoS One Research Article Pain relief always plays the essential part of perioperative care and an important role of medical quality improvement. Patient-controlled analgesia (PCA) is a method that allows a patient to self-administer small boluses of analgesic to relieve the subjective pain. PCA logs from the infusion pump consisted of a lot of text messages which record all events during the therapies. The dosage information can be extracted from PCA logs to provide easily understanding features. The analysis of dosage information with time has great help to figure out the variance of a patient’s pain relief condition. To explore the trend of pain relief requirement, we developed a PCA dosage information generator (PCA DIG) to extract meaningful messages from PCA logs during the first 48 hours of therapies. PCA dosage information including consumption, delivery, infusion rate, and the ratio between demand and delivery is presented with corresponding values in 4 successive time frames. Time-dependent statistical analysis demonstrated the trends of analgesia requirements decreased gradually along with time. These findings are compatible with clinical observations and further provide valuable information about the strategy to customize postoperative pain management. Public Library of Science 2018-03-15 /pmc/articles/PMC5854274/ /pubmed/29543837 http://dx.doi.org/10.1371/journal.pone.0194140 Text en © 2018 Kuo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kuo, I-Ting
Chang, Kuang-Yi
Juan, De-Fong
Hsu, Steen J.
Chan, Chia-Tai
Tsou, Mei-Yung
Time-dependent analysis of dosage delivery information for patient-controlled analgesia services
title Time-dependent analysis of dosage delivery information for patient-controlled analgesia services
title_full Time-dependent analysis of dosage delivery information for patient-controlled analgesia services
title_fullStr Time-dependent analysis of dosage delivery information for patient-controlled analgesia services
title_full_unstemmed Time-dependent analysis of dosage delivery information for patient-controlled analgesia services
title_short Time-dependent analysis of dosage delivery information for patient-controlled analgesia services
title_sort time-dependent analysis of dosage delivery information for patient-controlled analgesia services
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854274/
https://www.ncbi.nlm.nih.gov/pubmed/29543837
http://dx.doi.org/10.1371/journal.pone.0194140
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