Evidence map›Paper›PMID 41634675›Full record

ArticleBMC health services research2026

Is wait a hard word for the patient? The impact of waiting time on revisit decisions in patients with respiratory infectious diseases in the post-epidemic era - findings from fever clinics in China.

Wenwen Liu, Wanzheng Zhao

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Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Wenwen LiuSchool of Economics and Management, Beijing Forestry University, (No.) 35 E(ast) Qinghua Road Haidian District, Beijing, 100083, China. wenwensummer@163.com.
Wanzheng ZhaoSchool of Economics and Management, Beijing Forestry University, (No.) 35 E(ast) Qinghua Road Haidian District, Beijing, 100083, China.

Funding

Deep learning-focused research on the development approach and application of higher-order thinking BIAA23036
6 · The paper itself

Abstract

backgroundIn the post-pandemic era, seasonal surges of respiratory infectious diseases in China have placed sustained pressure on hospital fever clinics, often resulting in prolonged waiting times. Although extended waits are typically associated with patient dissatisfaction, many patients continue to seek care at tertiary hospitals, presenting an apparent paradox. This study examines the relationships between waiting time, perceived service quality, patient satisfaction, and revisit intention in the post-pandemic era.

methodsA mixed-methods design was employed between November and December 2023. Study 1 conducted text mining on 595 public comments from social media platforms to identify salient themes in public discourse. Study 2 surveyed 357 patients attending fever clinics and tested a structural equation model to examine associations among key variables. Study 3 used semi-structured interviews to provide interpretive insights into the quantitative findings.

resultsText analysis indicated that public discussions of respiratory infectious diseases in the post-pandemic period increasingly emphasize diagnostic procedures and professional medical practices, with attention to fever clinics intensifying during peak influenza seasons. Quantitative results showed that perceived waiting time was not significantly associated with patient satisfaction (β = -0.018, P = 0.565 > 0.1, R2 = 0.032), perceived service quality demonstrated a strong positive association (β = 0.814, P < 0.001, R2 = 0.656). Patient satisfaction was positively associated with revisit intention (β = 0.631, p < 0.001, R2 = 0.398) and mediated the relationship between service quality and revisit intention (indirect effect = 0.311, 95% CI [0.148, 0.47]). Qualitative interviews further indicated that patients tend to prioritize diagnostic accuracy and overall care experience over the inconvenience associated with waiting.

conclusionThe findings suggest that, in the context of respiratory infectious disease care, patient satisfaction and revisit intention are more closely associated with perceived service quality than with waiting time alone. Patients appear willing to tolerate longer waits when these are accompanied by reassurance, diagnostic certainty, and trust in medical professionals. These results underscore the importance of understanding how waiting is experienced and interpreted by patients, rather than focusing exclusively on its duration.

Indexed as

FeverPatient SatisfactionRespiratory Tract InfectionsWaiting ListsAdultAgedChinaFemaleHumansInterviews as TopicMaleMiddle AgedQuality of Health CareTime FactorsTreatment DelayRespiratory infectious diseasesService qualityWaiting time

Identifiers

PMID41634675
PMCPMC12903530

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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.