Evidence map›Paper›PMID 40804669›Full record

Trial reportBMC health services research2025

How prior spectacle prescriptions shape diagnostic behavior: evidence from a randomized field experiment on vision care in Western China.

Jie Yang, Junhao Wu, Yuyang Xie, Yuchen Meng, Jun Chen, Jianmin Ai, Jingchun Nie, Caimei Bai, Yaojiang Shi

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Jie YangCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.
Junhao WuCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.
Yuyang XieCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.
Yuchen MengCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.
Jun ChenCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.
Jianmin AiCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.
Jingchun NieCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China. niejingchun@yeah.net.
Caimei BaiCollege of Physical Education, Shaanxi Xueqian Normal University, Xi'an, China. baicaimei@aliyun.com.
Yaojiang ShiCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal, Xi'an, China.

Funding

Shaanxi Xueqian Normal University, Teaching Reform Program 24JG10JCthe Ministry of Education's 111 Project B16031The National Social Science Fund of China (General) 23BTY025
6 · The paper itself

Abstract

backgroundDiagnostic errors remain a pressing challenge in health systems with uneven provider capacity and limited diagnostic standardization. In such environments, cognitive biases, particularly anchoring effect, may compromise diagnostic independence and reinforce structural disparities in care quality.

methodsWe conducted a randomized field experiment in western China using standardized patients (SPs) to examine how prior spectacle diagnostic prescriptions influence the behavior and accuracy of second-opinion optometrists. SPs visited optical providers in Shaanxi province, presenting either no prior prescription, a correct one, or an incorrect one. Diagnostic outcomes were evaluated against gold-standard prescriptions issued by an expert ophthalmologist.

resultsExposure to prior prescriptions, especially inaccurate ones, significantly reduced diagnostic accuracy and process completeness. Providers given prior diagnoses were less likely to conduct key tests and spent less time on examinations, suggesting reliance on cognitive shortcuts. These findings provide field-based evidence of anchoring bias in real-world clinical settings.

conclusionsPrior diagnostic information can shape second-opinion decision-making through cognitive anchoring, particularly in systems lacking strong institutional protocols. Addressing these biases through structured diagnostic procedures and provider training may enhance diagnostic accuracy and promote greater equity in vision care delivery.

Indexed as

Diagnostic ErrorsEyeglassesAdultChinaFemaleHumansMaleMiddle AgedReferral and ConsultationCognitive biasDiagnostic accuracyRandomized field experimentSecond medical opinionStandardized patients

Identifiers

PMID40804669
PMCPMC12351773

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.