a Research Institute CAPHRI, Department of Family Medicine , Maastricht University , Maastricht , The Netherlands.
b Department of Community Medicine , Tromso University , Tromso , Norway.
Eur J Gen Pract. 2017 Dec;23(1):217-224. doi: 10.1080/13814788.2017.1359536.
Recognizing patients with psychological problems can be difficult for general practitioners (GPs). Use of information collected in electronic medical records (EMR) could facilitate recognition.
To assess relevant EMR parameters in the decade before patients present with psychological problems.
Exploratory case-control study assessing EMR parameters of 58 228 patients recorded between 2013 and 2015 by 54 GPs. We compared EMR parameters recorded before 2014 of patients who presented with psychological problems in 2014 with those who did not.
In 2014, 2406 patients presented with psychological problems. Logistic regression analyses indicated that having registrations of the following statistically significant parameters increased the chances of presenting with psychological problems in 2014: prior administration of a depression severity questionnaire (odds ratio (OR): 3.3); fatigue/sleeping (OR: 1.6), neurological (OR: 1.5), rheumatic (OR: 1.5) and substance abuse problems (OR: 1.5); prescriptions of opioids (OR: 1.3), antimigraine preparations (OR: 1.5), antipsychotics (OR: 1.7), anxiolytics (OR: 1.4), hypnotics and sedatives (OR: 1.4), antidepressants (OR: 1.7), and antidementia drugs (OR: 2.1); treatment with minimal interventions (OR: 2.2) and physical exercise (OR: 3.3), referrals to psychology (OR: 1.5), psychiatry (OR: 1.6), and psychosocial care (OR: 2.1); double consultations (OR: 1.2), telephone consultations (OR: 1.1), and home visits (OR: 1.1).
This study demonstrates that possible indications of psychological problems can be identified in EMR. Many EMR parameters of patients presenting with psychological problems were different compared with patients who did not.
识别一般从业者(GP)的心理问题患者可能具有挑战性。使用电子病历(EMR)中收集的信息可以促进识别。
评估患者出现心理问题前十年的相关 EMR 参数。
对 2013 年至 2015 年间 54 名 GP 记录的 58228 名患者的 EMR 参数进行探索性病例对照研究。我们比较了 2014 年出现心理问题的患者和未出现心理问题的患者在 2014 年之前记录的 EMR 参数。
2014 年,有 2406 名患者出现心理问题。逻辑回归分析表明,具有以下具有统计学意义的参数记录增加了在 2014 年出现心理问题的可能性:抑郁严重程度问卷的管理记录(比值比(OR):3.3);疲劳/睡眠(OR:1.6)、神经(OR:1.5)、风湿(OR:1.5)和物质滥用问题(OR:1.5);阿片类药物(OR:1.3)、偏头痛制剂(OR:1.5)、抗精神病药(OR:1.7)、抗焦虑药(OR:1.4)、催眠镇静药(OR:1.4)、抗抑郁药(OR:1.7)和抗痴呆药(OR:2.1);最小干预治疗(OR:2.2)和体育锻炼(OR:3.3)、转介至心理科(OR:1.5)、精神病科(OR:1.6)和心理社会保健(OR:2.1);双重会诊(OR:1.2)、电话会诊(OR:1.1)和家访(OR:1.1)。
本研究表明,电子病历中可以识别出心理问题的可能迹象。与未出现心理问题的患者相比,出现心理问题的患者的许多 EMR 参数存在差异。