دورية أكاديمية

Initial antidepressant choice by non-psychiatrists: Learning from large-scale electronic health records.

التفاصيل البيبلوغرافية
العنوان: Initial antidepressant choice by non-psychiatrists: Learning from large-scale electronic health records.
المؤلفون: Sheu, Yi-han1,2,3,4,5 (AUTHOR) ysheu@mgh.harvard.edu, Magdamo, Colin6 (AUTHOR), Miller, Matthew5,7,8 (AUTHOR), Smoller, Jordan W.1,2,3,4,5 (AUTHOR), Blacker, Deborah3,5 (AUTHOR)
المصدر: General Hospital Psychiatry. Mar2023, Vol. 81, p22-31. 10p.
مصطلحات موضوعية: *DIAGNOSIS of mental depression, *ANTIDEPRESSANTS, *CONFIDENCE intervals, *SEROTONIN uptake inhibitors, *DRUG administration, *BUPROPION, *PHYSICIANS, *ELECTRONIC health records, *LOGISTIC regression analysis, *ODDS ratio, *MIRTAZAPINE
مستخلص: Pharmacological treatment of depression mostly occurs in non-psychiatric settings, but the determinants of initial choice of antidepressant treatment in these settings are unclear. We investigate how non-psychiatrists choose among four antidepressant classes at first prescription (selective serotonin reuptake inhibitors [SSRI], bupropion, mirtazapine, or serotonin-norepinephrine reuptake inhibitors [SNRI]). Using electronic health records (EHRs), we included adult patients at the time of first antidepressant prescription with a co-occurring diagnosis code for a depressive disorder. We selected 64 variables based on a literature search and expert consultation, constructed the variables from either structured codes or through applying natural language processing (NLP), and modeled antidepressant choice using multinomial logistic regression, using SSRI as the reference class. With 47,528 patients, we observed significant associations for 36 of 64 variables. Many of these associations suggested antidepressants' known pharmacological properties/actions guided choice. For example, there was a decreased likelihood of bupropion prescription among patients with epilepsy (adjusted OR 0.49, 95%CI: 0.41–0.57, p < 0.001), and an increased likelihood of mirtazapine prescription among patients with insomnia (adjusted OR 1.59, 95%CI: 1.40–1.80, p < 0.001). Broadly speaking, non-psychiatrists' selection of antidepressant class appears to be at least in part guided by clinically relevant pharmacological considerations. [ABSTRACT FROM AUTHOR]
قاعدة البيانات: Academic Search Index
الوصف
تدمد:01638343
DOI:10.1016/j.genhosppsych.2022.12.004