Leveraging big electronic data to identify oral care disparities in individuals with serious mental illness.

Q3 Medicine
General dentistry Pub Date : 2025-07-01
Vaishali Singhal, Yuane Jia, Ni Gao, Jill York, Michael Gold-Rosenbach, Nysa Ginu, Rhea Arya, Jay Sureshbhai Patel
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引用次数: 0

Abstract

Individuals with serious mental illness (SMI) have poorer oral health than the general population for various reasons, including poor oral hygiene, adverse effects of psychotropic medicines, stigma, fear, cognitive impairment, lack of insur¬ance coverage, and a shortage of professionals qualified to manage the oral health needs of this population. Oral health deteriorates further when care is postponed, resulting in greater treatment needs when the patient visits the dental office. This retrospective study aimed to determine differ¬ences in service return rate and frequency of visits for each of 12 American Dental Association (ADA) oral procedures in patients with and without SMI who were treated in a predoctoral dental clinic at a northeastern US dental school. This retrospective study used the dental electronic health records of 12,138 adult patients aged 18 years and over (total of 19,096 unique patient encounters) who received at least 1 comprehensive oral evaluation between January 1, 2017, and August 31, 2021. Three data processing methods were implemented to retrieve periodontal diagnoses in accordance with American Academy of Periodontology guidelines and to extract medical histories and behavioral factors from free text. Chi-square tests determined that there were statistically significant differences between the 2 groups for 4 of 12 ADA procedures, while t tests deter¬mined that the SMI group had a higher frequency of visits for 6 procedure categories. Logistic regression analysis showed that patients with an SMI had a significantly higher odds ratio of receiving 2 procedure categories (remov¬able prosthodontics and adjunctive general services). A negative binomial regression analysis was then conducted to predict the frequency of visits; patients with an SMI had a higher incidence rate ratio of receiving 4 ADA procedure categories (preventive, removable prosthodontics, oral and maxillofacial surgery, and adjunctive general services). This study identified the existence of oral healthcare disparities in a population with SMI in relation to specific ADA dental procedure categories. Improving integrated care models, interprofessional collaboration, and education of predoc¬toral dental students and licensed professionals may help alleviate some of the existing disparities.

利用大电子数据识别严重精神疾病患者的口腔护理差异。
严重精神疾病(SMI)患者的口腔健康状况比一般人群差,原因多种多样,包括口腔卫生差、精神药物的不良影响、耻辱、恐惧、认知障碍、缺乏保险覆盖以及缺乏合格的专业人员来管理这一人群的口腔健康需求。如果推迟治疗,口腔健康会进一步恶化,导致患者到牙科诊所就诊时需要更多的治疗。本回顾性研究旨在确定在美国东北部一所牙科学校的博士前牙科诊所治疗的患有和不患有重度精神障碍的患者的12种美国牙科协会(ADA)口腔手术的服务回复率和就诊频率的差异。本回顾性研究使用了2017年1月1日至2021年8月31日期间至少接受过一次综合口腔评估的12,138名18岁及以上成年患者的牙科电子健康记录(共19,096次独特患者就诊)。采用三种数据处理方法,根据美国牙周病学会指南检索牙周诊断,并从免费文本中提取病史和行为因素。卡方检验确定两组在12种ADA手术中有4种有统计学显著差异,而t检验确定SMI组在6种手术类别中有更高的就诊频率。Logistic回归分析显示,重度精神障碍患者接受2种手术类别(可移除修复和辅助综合服务)的优势比显著较高。然后采用负二项回归分析预测就诊频率;重度精神障碍患者接受4类ADA手术(预防性、可移动修复、口腔颌面外科和辅助综合服务)的发生率较高。本研究确定了重度精神障碍人群中与特定ADA牙科手术类别相关的口腔保健差异的存在。改进综合护理模式,跨专业合作,以及对牙科预科学生和有执照的专业人员的教育,可能有助于缓解一些现有的差距。
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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来源期刊
General dentistry
General dentistry Medicine-Medicine (all)
CiteScore
0.80
自引率
0.00%
发文量
134
期刊介绍: General Dentistry is the premier peer-reviewed journal of the Academy of General Dentistry (AGD). Published bi-monthly, General Dentistry presents research and clinical findings to support the full range of procedures that general dentists perform on a regular basis.
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