Reducing Preventive-to-E/M Code Conversion Using a Diagnosis-Triggered Documentation Template.

Advances in health information science and practice Pub Date : 2026-09-01 eCollection Date: 2026-01-01 DOI:10.63116/AH.000000005
Joseph E Capito, Jonathon T Williamson, Kelsey Samek, Kimberley Lanham, Erika Bodkins
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Abstract

Background: Preventive visits may be converted to problem-oriented evaluation and management (E/M) services when documentation does not clearly support preventive service criteria, resulting in lost reimbursement despite appropriate care delivery. The objective of this study was to evaluate whether a diagnosis-triggered documentation template embedded within the electronic health record reduces conversion of preventive visit codes to problem-oriented E/M codes.

Methods: We conducted a 4-month observational evaluation in an academic family medicine clinic. A SmartText-based documentation template was triggered by the diagnosis of "annual physical examination" and inserted a standardized health care maintenance attestation into the clinical note. Encounters were classified as templated or nontemplated based on the presence of a SmartData Element. Preventive visit billing data were obtained from institutional reporting systems, and conversion rates were compared using a chi-square test, with effect size calculated using Cramér's V.

Results: Among 2310 preventive encounters, the template was used in 685 (29.7%). Overall, 37 visits (1.6%) were converted from preventive visit codes to problem-oriented E/M codes. Conversion occurred in 4 templated visits (0.6%) compared with 33 nontemplated visits (2.0%). Template use was associated with a statistically significant reduction in conversion (χ2 = 6.40, df = 1, P = .011), with a small effect size (Cramér's V = 0.053).

Conclusions: A diagnosis-triggered documentation template was associated with reduced conversion of preventive visit codes to problem-oriented E/M services. Relatively simple electronic health record (EHR) configuration changes may improve documentation consistency and influence downstream coding outcomes in primary care.

使用诊断触发的文档模板减少预防性到e /M代码的转换。
背景:当文件没有明确支持预防性服务标准时,预防性就诊可能会转变为问题导向的评估和管理(E/M)服务,导致尽管提供了适当的护理,但报销损失。本研究的目的是评估嵌入在电子健康记录中的诊断触发文档模板是否减少了预防性访问代码向面向问题的E/M代码的转换。方法:在一家学术性家庭医学诊所进行为期4个月的观察性评估。基于smartttext的文档模板由“年度体检”的诊断触发,并在临床记录中插入标准化的医疗保健维护证明。根据是否存在SmartData元素,将相遇分类为模板化或非模板化。预防性就诊计费数据来自机构报告系统,并使用卡方检验比较转换率,效应量使用cram s v计算。结果:在2310次预防性就诊中,685次(29.7%)使用了模板。总体而言,37次就诊(1.6%)从预防性就诊代码转换为面向问题的E/M代码。转换发生在4次模板访问(0.6%)中,而非模板访问为33次(2.0%)。模板的使用与转换率的降低有统计学意义(χ2 = 6.40, df = 1, P = 0.011)相关,且效果较小(cramsamr’s V = 0.053)。结论:诊断触发的文档模板与减少预防性访问代码到面向问题的E/M服务的转换有关。相对简单的电子健康记录(EHR)配置更改可能会提高文档的一致性,并影响初级保健的下游编码结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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