Evidence map›Paper›PMID 39748323›Full record

ArticleBMC health services research2025

The impact of perceived value, customer expectations, and patient experience on the satisfaction of contracted patients in hospitals.

Xin Rao, Li Luo, Jie Xiang, Xingyue Wang

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Xin RaoDepartment of General Practice Office, General Practice Center, West China Hospital of Sichuan University, Chengdu, China.
Li LuoBusiness School, Sichuan University, Chengdu, China.
Jie XiangBusiness School, Sichuan University, Chengdu, China.
Xingyue WangDepartment of Graduate Medical Education, West China Hospital of Sichuan University, Chengdu, China. 7120639@qq.com.

Funding

Sichuan Provincial Research Center for the Development of Primary Health Care,(SWFZ20-Z-002), Demand and Benefit Evaluation of Characteristic Services for Urban and Rural Family Doctor Contracts SWFZ20-Z-002
6 · The paper itself

Abstract

backgroundThere is a growing focus on researching healthcare services to identify factors associated with satisfaction in family contract services in China. However, previous satisfaction studies have mainly focused on the primary healthcare. Currently, the primary healthcare service capacity in China is relatively insufficient, necessitating the involvement of upper-level hospitals in contracted services Thus, the study significantly deepens and broadens previous research on satisfaction in family contract services of hospital.

methodsA conceptual model was developed and tested on a sample of customers and patients with hospital contract service (n = 624). Partial least-squares structural equation modelling (PLS-SEM) was used to analyse the data with SmartPLS4.0 software in two steps involving a measurement model and a structural model. Mediation analysis was used to test the proposed indirect effects.

resultsContracted patient satisfaction is directly and positively associated with Perceived value (β = 0.223), Patient experience (β = 0.613) and Customer expectations (β = 0.129). The relationships between Customer expectations, Patient experience and contracted patient satisfaction are all mediated by Perceived value. Patient experience mediates the relationship between Customer expectations and contracted patient satisfaction. Overall, the proposed model explains 61.3% of the variance in customers and patients with hospital contract service' satisfaction.

conclusionsThis study reveals a complex pattern of links between satisfaction and Customer expectations, Perceived value and Patient experience. However, the findings indicate that Customer expectations has an influential and multifaceted impact on satisfaction of customers and patients with hospital contract service satisfaction.

Indexed as

Patient SatisfactionAdultChinaConsumer BehaviorContract ServicesFemaleHospitalsHumansMaleMiddle AgedSurveys and QuestionnairesFamily doctor contract servicePatient experiencePerceived valueStructural equation model

Identifiers

PMID39748323
PMCPMC11697839

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.