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诊断后 1 年时 ADHD 患者的功能结局在各中心之间的差异。

Differences between centers in functional outcome of patients with ADHD after 1 year from the time of diagnosis.

机构信息

Laboratory of Pharmacoepidemiology, Department of Public Health, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.

Laboratory of Clinical Data Science, Department of Public Health,, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, BG, Italy.

出版信息

Sci Rep. 2023 Oct 31;13(1):18738. doi: 10.1038/s41598-023-45714-y.

Abstract

Although the pharmacological therapy of ADHD has been widely studied, little has been done to compare the different therapeutic approaches (e.g., drug therapy vs. psychological treatments) and even less has been done to compare the outcome of the therapy between centers. This multicenter observational study aims to assess between-center variation in functional outcome of ADHD patients one year after the diagnosis, according to the treatment received. We used the Regional ADHD Registry data on 1429 patients enrolled in 16 ADHD centers in the 2011-2022 period. To evaluate the effectiveness of the therapy we used a generalized linear mixed model with the center as the random effect, including patient condition at diagnosis and center characteristics, weighting by the inverse of the propensity score of the treatment received by the patient. Between-center variation was expressed as the relative difference in odds-ratios between the observed and the expected number of patients whose condition improved, using the Clinical Global Impressions-Improvement Scale (CGI-I), and the relative 95% CI. Patients who received combined treatment were significantly more likely to improve compared to other treatment groups (65.5% vs 54.4% for methylphenidate alone, 53.4% for psychological treatment alone, or 40.5% for no therapy). Adjusted for patients and center characteristics, the log-odds ratio ranged from 0.85 (0.29-1.55 95% CI) to - 0.64 (- 1.17-- 0.18 95% CI). The mean expected probability of improvement after one year of therapy for an average patient with ADHD for each center was 47.7% in a center at the 25th percentile and 61.2% in a center at the 75th percentile of the outcome distribution after adjustments. The wide between-center variation in patient functional improvement one year after the diagnosis of ADHD could be largely explained by center-specific therapeutic approaches or attitudes. More careful and stringent work is needed to reduce differences in responses between centers, as could formal and periodic audit programs within and between centers.

摘要

尽管 ADHD 的药物治疗已经得到了广泛的研究,但很少有人比较不同的治疗方法(例如,药物治疗与心理治疗),更没有人比较不同中心的治疗结果。这项多中心观察性研究旨在根据所接受的治疗,评估 ADHD 患者在诊断后一年的功能结果在不同中心之间的差异。我们使用了 2011 年至 2022 年期间在 16 个 ADHD 中心登记的 1429 名患者的区域 ADHD 登记数据。为了评估治疗的效果,我们使用了一个广义线性混合模型,将中心作为随机效应,包括患者诊断时的病情和中心特征,并根据患者接受治疗的倾向得分进行加权。通过使用临床总体印象-改善量表(CGI-I)和相对 95%置信区间(CI),将观察到的和预期改善患者的数量之间的优势比的差异表示为中心间差异。与其他治疗组相比,接受联合治疗的患者明显更有可能改善(单独使用哌醋甲酯的改善率为 65.5%,单独使用心理治疗的改善率为 53.4%,不治疗的改善率为 40.5%)。调整患者和中心特征后,对数优势比范围为 0.85(95%CI 0.29-1.55)至-0.64(95%CI -1.17--0.18)。在调整后,每个中心平均 ADHD 患者在接受一年治疗后,一年后治疗效果的预期概率在中心的第 25 百分位数为 47.7%,在中心的第 75 百分位数为 61.2%。ADHD 诊断后一年患者功能改善的中心间差异很大程度上可以用中心特有的治疗方法或态度来解释。需要更加仔细和严格的工作来减少中心之间的反应差异,例如在中心内部和中心之间建立正式和定期的审核程序。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4c98/10618531/800898ce75c8/41598_2023_45714_Fig1_HTML.jpg

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