How well do we write for patients? Longitudinal analysis of the readability and complexity of 4.6 million ophthalmic clinical letters.

IF 6.2 Q1 HEALTH CARE SCIENCES & SERVICES
Ariel Yuhan Ong, Christine A Kiire, Siegfried K Wagner, Quang Nguyen, Peter B M Thomas, Pearse A Keane
{"title":"How well do we write for patients? Longitudinal analysis of the readability and complexity of 4.6 million ophthalmic clinical letters.","authors":"Ariel Yuhan Ong, Christine A Kiire, Siegfried K Wagner, Quang Nguyen, Peter B M Thomas, Pearse A Keane","doi":"10.1136/bmjhci-2026-102086","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Effective clinician-patient communication is a fundamental pillar of high-quality clinical care and can influence patient engagement, treatment adherence and clinical outcomes. However, the extent to which clinical letters meet recommended readability standards remains largely unquantified. We aimed to benchmark this at scale in an ophthalmology setting-the highest-volume outpatient specialty in the United Kingdom (UK) healthcare service.</p><p><strong>Methods: </strong>Over 4.6 million outpatient clinic letters written for 804 986 patients across 17 subspecialty services were included. Standard readability scores (including Flesch Reading Ease (FRE), SMOG Index, Automated Readability Index) were calculated for letters written between 2013 and 2025 at Moorfields Eye Hospital Foundation Trust, UK. Complex linguistic features such as lexical density and type-token ratio were also evaluated, and rule-based measures were applied to identify letters addressed directly to patients. Using the FRE as the primary outcome, readability was compared across subspecialties, and temporal trends were evaluated.</p><p><strong>Results: </strong>The median FRE was 51.1 (IQR 41.9-58.5), indicating college-level readability which was substantially poorer than recommended for patient-facing materials. Overall, 95.3% of letters were less readable than recommended, and these patterns extended across all readability metrics evaluated. Readability varied across subspecialty services (p<0.001), with limited association with sociodemographic covariates such as age and ethnicity. There was a significant decline in FRE over the study period (-0.64 points/annum, p<0.001). Rate of change varied across subspecialty services and was more pronounced in some such as neuro-ophthalmology (-1.24 points/annum, p<0.001), with few being stable (optometry, p>0.05). The use of second person terms was very low (median 0 per 100 words, IQR 0.0-1.1). There was a small annual increase in the likelihood of letters being addressed directly to patients (OR 1.123, 95% CI 1.121 to 1.25), although the proportion remained low overall (2.25%).</p><p><strong>Discussion: </strong>Clinical correspondence across ophthalmology services remained well above recommended readability thresholds and has become more complex over time, with substantial variability across subspecialty services. These findings will provide an empirical basis for local quality improvement initiatives. We hope that the methodological framework will also serve as a valuable resource for other specialties.</p><p><strong>Conclusion: </strong>Our findings highlight a persistent gap between policy recommendations and real-world practice, underscoring the need for targeted interventions and innovative approaches to support clearer patient-centred communication to optimise patient outcomes.</p>","PeriodicalId":9050,"journal":{"name":"BMJ Health & Care Informatics","volume":"33 1","pages":""},"PeriodicalIF":6.2000,"publicationDate":"2026-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13475316/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMJ Health & Care Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1136/bmjhci-2026-102086","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: Effective clinician-patient communication is a fundamental pillar of high-quality clinical care and can influence patient engagement, treatment adherence and clinical outcomes. However, the extent to which clinical letters meet recommended readability standards remains largely unquantified. We aimed to benchmark this at scale in an ophthalmology setting-the highest-volume outpatient specialty in the United Kingdom (UK) healthcare service.

Methods: Over 4.6 million outpatient clinic letters written for 804 986 patients across 17 subspecialty services were included. Standard readability scores (including Flesch Reading Ease (FRE), SMOG Index, Automated Readability Index) were calculated for letters written between 2013 and 2025 at Moorfields Eye Hospital Foundation Trust, UK. Complex linguistic features such as lexical density and type-token ratio were also evaluated, and rule-based measures were applied to identify letters addressed directly to patients. Using the FRE as the primary outcome, readability was compared across subspecialties, and temporal trends were evaluated.

Results: The median FRE was 51.1 (IQR 41.9-58.5), indicating college-level readability which was substantially poorer than recommended for patient-facing materials. Overall, 95.3% of letters were less readable than recommended, and these patterns extended across all readability metrics evaluated. Readability varied across subspecialty services (p<0.001), with limited association with sociodemographic covariates such as age and ethnicity. There was a significant decline in FRE over the study period (-0.64 points/annum, p<0.001). Rate of change varied across subspecialty services and was more pronounced in some such as neuro-ophthalmology (-1.24 points/annum, p<0.001), with few being stable (optometry, p>0.05). The use of second person terms was very low (median 0 per 100 words, IQR 0.0-1.1). There was a small annual increase in the likelihood of letters being addressed directly to patients (OR 1.123, 95% CI 1.121 to 1.25), although the proportion remained low overall (2.25%).

Discussion: Clinical correspondence across ophthalmology services remained well above recommended readability thresholds and has become more complex over time, with substantial variability across subspecialty services. These findings will provide an empirical basis for local quality improvement initiatives. We hope that the methodological framework will also serve as a valuable resource for other specialties.

Conclusion: Our findings highlight a persistent gap between policy recommendations and real-world practice, underscoring the need for targeted interventions and innovative approaches to support clearer patient-centred communication to optimise patient outcomes.

我们为病人写得怎么样?460万份眼科临床信函可读性和复杂性的纵向分析。
目的:有效的医患沟通是高质量临床护理的基本支柱,可以影响患者的参与、治疗依从性和临床结果。然而,临床信函达到推荐的可读性标准的程度在很大程度上仍未量化。我们的目标是在英国(UK)医疗保健服务中规模最大的门诊专业眼科设置中进行基准测试。方法:纳入17个亚专科804986例患者的460多万门诊门诊信件。标准可读性分数(包括Flesch Reading Ease (FRE), SMOG指数,自动可读性指数)计算了2013年至2025年间在英国Moorfields眼科医院基金会信托基金会写的信件。还评估了复杂的语言特征,如词汇密度和类型-标记比率,并应用基于规则的措施来识别直接发给患者的信件。使用FRE作为主要结果,比较了各亚专业的可读性,并评估了时间趋势。结果:中位FRE为51.1 (IQR为41.9-58.5),表明大学水平的可读性大大低于面向患者的材料的推荐水平。总的来说,95.3%的字母的可读性低于推荐值,并且这些模式扩展到所有评估的可读性指标。各亚专科服务的可读性各不相同(p0.05)。第二人称术语的使用非常低(每100个单词中位数为0,IQR为0.0-1.1)。尽管总体上比例仍然很低(2.25%),但直接给患者写信的可能性每年有小幅增加(OR 1.123, 95% CI 1.121至1.25)。讨论:眼科服务的临床通信仍然远远高于推荐的可读性阈值,并且随着时间的推移变得更加复杂,在亚专科服务中存在很大的差异。这些研究结果将为本地的质素改善措施提供经验基础。我们希望该方法框架也将成为其他专业的宝贵资源。结论:我们的研究结果强调了政策建议与现实实践之间的持续差距,强调了有针对性的干预措施和创新方法的必要性,以支持更清晰的以患者为中心的沟通,以优化患者的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.10
自引率
4.90%
发文量
40
审稿时长
18 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书