Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China

This study aims to identify the characteristics and trajectories of outpatient service utilisation for hypertensive patients in tertiary hospitals. This study also attempts to investigate the determinants of the trajectories of outpatient service utilisation. A total of 9822 patients with hypertensi...

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Main Authors: Zijing Pan, Wanchun Xu, Zhong Li, Chengzhong Xu, Fangfang Lu, Pei Zhang, Liang Zhang, Ting Ye
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/3/852
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spelling doaj-2cbdd2ba9f1c4ff080f6f23a6e3fc7b92020-11-25T03:33:08ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012020-01-0117385210.3390/ijerph17030852ijerph17030852Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in ChinaZijing Pan0Wanchun Xu1Zhong Li2Chengzhong Xu3Fangfang Lu4Pei Zhang5Liang Zhang6Ting Ye7School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, ChinaSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, ChinaSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, ChinaYichang Centre for Disease Control and Prevention, Yichang 443000, ChinaYichang Centre for Disease Control and Prevention, Yichang 443000, ChinaYichang Centre for Disease Control and Prevention, Yichang 443000, ChinaSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, ChinaSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, ChinaThis study aims to identify the characteristics and trajectories of outpatient service utilisation for hypertensive patients in tertiary hospitals. This study also attempts to investigate the determinants of the trajectories of outpatient service utilisation. A total of 9822 patients with hypertension and hypertension-related medical utilisation were recruited in Yichang, China from January 1 to December 31 in 2016. The latent trajectories of outpatient service utilisation were identified through latent class growth analysis. Differences in the demographic characteristics and medical utilisation among patients in different trajectories were tested by one-way ANOVA and chi-square analysis. The predictors of the trajectory groups of outpatient service utilisation were identified through multinomial logistic regression. Four trajectory groups were determined as stable-low (34.7%), low-fluctuating (13.4%), high-fluctuating (22.5%), and stable-high (29.4%). Significant differences were observed in all demographic characteristics (<i>p</i> &lt; 0.001) and medical service utilisation variables (<i>p</i> &lt; 0.001) among the four trajectories except for inpatient cost (<i>p</i> = 0.072). Determinants for outpatient service utilisation patterns include the place of residence, education level, outpatient visit times, inpatient service utilisation, and outpatient cost. Overall, hypertensive patients visiting outpatient units in the tertiary hospital were middle-aged, elderly, and well-educated, and they received poor follow-up services. The four identified latent trajectories have different characteristics and medical utilisation patterns. Trajectory group-based measurements are necessary for hypertension management and economic burden reduction.https://www.mdpi.com/1660-4601/17/3/852hypertensionlatent class growth analysismedical expendituresoutpatient utilisation pattern
collection DOAJ
language English
format Article
sources DOAJ
author Zijing Pan
Wanchun Xu
Zhong Li
Chengzhong Xu
Fangfang Lu
Pei Zhang
Liang Zhang
Ting Ye
spellingShingle Zijing Pan
Wanchun Xu
Zhong Li
Chengzhong Xu
Fangfang Lu
Pei Zhang
Liang Zhang
Ting Ye
Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
International Journal of Environmental Research and Public Health
hypertension
latent class growth analysis
medical expenditures
outpatient utilisation pattern
author_facet Zijing Pan
Wanchun Xu
Zhong Li
Chengzhong Xu
Fangfang Lu
Pei Zhang
Liang Zhang
Ting Ye
author_sort Zijing Pan
title Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
title_short Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
title_full Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
title_fullStr Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
title_full_unstemmed Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
title_sort trajectories of outpatient service utilisation of hypertensive patients in tertiary hospitals in china
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2020-01-01
description This study aims to identify the characteristics and trajectories of outpatient service utilisation for hypertensive patients in tertiary hospitals. This study also attempts to investigate the determinants of the trajectories of outpatient service utilisation. A total of 9822 patients with hypertension and hypertension-related medical utilisation were recruited in Yichang, China from January 1 to December 31 in 2016. The latent trajectories of outpatient service utilisation were identified through latent class growth analysis. Differences in the demographic characteristics and medical utilisation among patients in different trajectories were tested by one-way ANOVA and chi-square analysis. The predictors of the trajectory groups of outpatient service utilisation were identified through multinomial logistic regression. Four trajectory groups were determined as stable-low (34.7%), low-fluctuating (13.4%), high-fluctuating (22.5%), and stable-high (29.4%). Significant differences were observed in all demographic characteristics (<i>p</i> &lt; 0.001) and medical service utilisation variables (<i>p</i> &lt; 0.001) among the four trajectories except for inpatient cost (<i>p</i> = 0.072). Determinants for outpatient service utilisation patterns include the place of residence, education level, outpatient visit times, inpatient service utilisation, and outpatient cost. Overall, hypertensive patients visiting outpatient units in the tertiary hospital were middle-aged, elderly, and well-educated, and they received poor follow-up services. The four identified latent trajectories have different characteristics and medical utilisation patterns. Trajectory group-based measurements are necessary for hypertension management and economic burden reduction.
topic hypertension
latent class growth analysis
medical expenditures
outpatient utilisation pattern
url https://www.mdpi.com/1660-4601/17/3/852
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