School of Social and Community Medicine, University of Bristol, 39 Whatley Road, Bristol BS8 2PS, UK; Medical Research Council Centre for Causal Analysis in Translational Epidemiology, School of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK.
J Clin Epidemiol. 2013 Dec;66(12):1386-96. doi: 10.1016/j.jclinepi.2013.06.008. Epub 2013 Sep 24.
To investigate whether physicians' prescribing preferences were valid instrumental variables for the antidepressant prescriptions they issued to their patients.
We investigated whether physicians' previous prescriptions of (1) tricyclic antidepressants (TCAs) vs. selective serotonin reuptake inhibitors (SSRIs) and (2) paroxetine vs. other SSRIs were valid instruments. We investigated whether the instrumental variable assumptions are likely to hold and whether TCAs (vs. SSRIs) were associated with hospital admission for self-harm or death by suicide using both conventional and instrumental variable regressions. The setting for the study was general practices in the United Kingdom.
Prior prescriptions were strongly associated with actual prescriptions: physicians who previously prescribed TCAs were 14.9 percentage points (95% confidence interval [CI], 14.4, 15.4) more likely to prescribe TCAs, and those who previously prescribed paroxetine were 27.7 percentage points (95% CI, 26.7, 28.8) more likely to prescribe paroxetine, to their next patient. Physicians' previous prescriptions were less strongly associated with patients' baseline characteristics than actual prescriptions. We found no evidence that the estimated association of TCAs with self-harm/suicide using instrumental variable regression differed from conventional regression estimates (P-value = 0.45).
The main instrumental variable assumptions held, suggesting that physicians' prescribing preferences are valid instruments for evaluating the short-term effects of antidepressants.
研究医生的处方偏好是否是他们为患者开出的抗抑郁药物处方的有效工具变量。
我们调查了医生之前开具的(1)三环类抗抑郁药 (TCAs) 与选择性 5-羟色胺再摄取抑制剂 (SSRIs) 和(2)帕罗西汀与其他 SSRIs 的处方是否是有效的工具变量。我们调查了工具变量假设是否可能成立,以及使用传统回归和工具变量回归,TCAs(与 SSRIs 相比)是否与自残或自杀的住院有关。研究的设置是英国的普通诊所。
先前的处方与实际处方密切相关:以前开 TCAs 的医生开 TCAs 的可能性高 14.9 个百分点(95%置信区间 [CI],14.4,15.4),以前开帕罗西汀的医生开帕罗西汀的可能性高 27.7 个百分点(95% CI,26.7,28.8)。医生以前的处方与患者的基线特征的相关性不如实际处方强。我们没有发现使用工具变量回归估计的 TCAs 与自残/自杀之间的关联与传统回归估计值有差异的证据(P 值=0.45)。
主要的工具变量假设成立,这表明医生的处方偏好是评估抗抑郁药短期效果的有效工具。