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使用结构方程模型评估炎症性肠病患者的总体满意度。

Assessing overall patient satisfaction in inflammatory bowel disease using structural equation modeling.

作者信息

Soares João-Bruno, Marinho Ana S, Fernandes Dália, Moreira Gonçalves Bruno, Camila-Dias Cláudia, Gonçalves Raquel, Magro Fernando

机构信息

aGastroenterology Department, Hospital of Braga bSchool of Health Sciences, University of Minho, Braga cGastroenterology Department, Centro Hospitalar da Cova da Beira, Covilhã dGastroenterology Department, Centro Hospitalar São João eInstitute of Pharmacology and Therapeutics fCIDES - Department of Health Information and Decision Sciences, Faculty of Medicine, University of Porto, Portugal gIBMC - Institute for Molecular and Cell Biology hMedInUP - Center for Drug Discovery and Innovative Medicines.

出版信息

Eur J Gastroenterol Hepatol. 2015 Aug;27(8):941-50. doi: 10.1097/MEG.0000000000000385.

Abstract

BACKGROUND/AIMS: Structural equation modeling (SEM) is a very popular data-analytic technique for the evaluation of customer satisfaction. We aimed to measure the overall satisfaction of inflammatory bowel disease (IBD) patients with healthcare in Portugal and to define its main determinants using SEM.

PATIENTS AND METHODS

The study included three steps: (i) specification of a patient satisfaction model that included the following dimensions: Image, Expectations, Facilities, Admission process, Assistant staff, Nursing staff, Medical staff, Treatment, Inpatient care, Outpatient care, Overall quality, Overall satisfaction, and Loyalty; (ii) sample survey from 2000 patients, members of the Portuguese Association of the IBD; and (iii) estimation of the satisfaction model using partial least squares (XLSTAT-PLSPM).

RESULTS

We received 498 (25%) valid questionnaires from 324 (66%) patients with Crohn's disease and 162 (33%) patients with ulcerative colitis. Our model provided a substantial explanation for Overall satisfaction (R=0.82). The mean index of overall satisfaction was 74.4 (0-100 scale). The main determinants of Overall satisfaction were the Image (β=0.26), Outpatient care (β=0.23), and Overall quality (β=0.21), whose mean indices were 83, 75, and 81, respectively. Facilities and Inpatient care were the variables with a significant impact on Overall satisfaction and the worst mean indices.

CONCLUSION

SEM is useful for the evaluation of IBD patient satisfaction. The Overall satisfaction of IBD patients with healthcare in Portugal is good, but to increase it, IBD services need to focus on the improvement of Outpatient care, Facilities, and Inpatient care. Our model could be a matrix for a global model of IBD patient satisfaction.

摘要

背景/目的:结构方程模型(SEM)是一种非常流行的用于评估客户满意度的数据分析技术。我们旨在衡量葡萄牙炎症性肠病(IBD)患者对医疗保健的总体满意度,并使用SEM确定其主要决定因素。

患者与方法

该研究包括三个步骤:(i)指定一个患者满意度模型,该模型包括以下维度:形象、期望、设施、入院流程、辅助人员、护理人员、医务人员、治疗、住院护理、门诊护理、总体质量、总体满意度和忠诚度;(ii)对葡萄牙IBD协会的2000名患者进行抽样调查;(iii)使用偏最小二乘法(XLSTAT-PLSPM)估计满意度模型。

结果

我们收到了来自324名(66%)克罗恩病患者和162名(33%)溃疡性结肠炎患者的498份(25%)有效问卷。我们的模型对总体满意度提供了充分的解释(R=0.82)。总体满意度的平均指数为74.4(0-100分制)。总体满意度的主要决定因素是形象(β=0.26)、门诊护理(β=0.23)和总体质量(β=0.21),其平均指数分别为83、75和81。设施和住院护理是对总体满意度有显著影响且平均指数最差的变量。

结论

SEM有助于评估IBD患者的满意度。葡萄牙IBD患者对医疗保健的总体满意度良好,但要提高满意度,IBD服务需要专注于改善门诊护理、设施和住院护理。我们的模型可以成为IBD患者满意度全球模型的一个矩阵。

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