Radboud university medical center, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Center of Expertise for Parkinson & Movement Disorders, Nijmegen, The Netherlands.
Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2PS, United Kingdom.
Eur J Epidemiol. 2024 Jul;39(7):811-825. doi: 10.1007/s10654-024-01123-7. Epub 2024 May 30.
The PRIME-NL study prospectively evaluates a new integrated and personalized care model for people with parkinsonism, including Parkinson's disease, in a selected region (PRIME) in the Netherlands. We address the generalizability and sources of selection and confounding bias of the PRIME-NL study by examining baseline and 1-year compliance data.
First, we assessed regional baseline differences between the PRIME and the usual care (UC) region using healthcare claims data of almost all people with Parkinson's disease in the Netherlands (the source population). Second, we compared our questionnaire sample to the source population to determine generalizability. Third, we investigated sources of bias by comparing the PRIME and UC questionnaire sample on baseline characteristics and 1-year compliance.
Baseline characteristics were similar in the PRIME (n = 1430) and UC (n = 26,250) source populations. The combined questionnaire sample (n = 920) was somewhat younger and had a slightly longer disease duration than the combined source population. Compared to the questionnaire sample in the PRIME region, the UC questionnaire sample was slightly younger, had better cognition, had a longer disease duration, had a higher educational attainment and consumed more alcohol. 1-year compliance of the questionnaire sample was higher in the UC region (96%) than in the PRIME region (92%).
The generalizability of the PRIME-NL study seems to be good, yet we found evidence of some selection bias. This selection bias necessitates the use of advanced statistical methods for the final evaluation of PRIME-NL, such as inverse probability weighting or propensity score matching. The PRIME-NL study provides a unique window into the validity of a large-scale care evaluation for people with a chronic disease, in this case parkinsonism.
PRIME-NL 研究前瞻性地评估了一种新的综合个性化护理模式,该模式适用于荷兰选定地区(PRIME)的帕金森病患者,包括帕金森病患者。我们通过检查基线和 1 年依从性数据来评估 PRIME-NL 研究的普遍性以及选择和混杂偏倚的来源。
首先,我们使用荷兰几乎所有帕金森病患者的医疗保健索赔数据(源人群)评估了 PRIME 与常规护理(UC)区域之间的基线区域差异。其次,我们将我们的问卷样本与源人群进行比较,以确定普遍性。第三,我们通过比较 PRIME 和 UC 问卷样本的基线特征和 1 年依从性来研究偏倚的来源。
PRIME(n=1430)和 UC(n=26250)源人群的基线特征相似。组合问卷样本(n=920)比组合源人群稍年轻,疾病持续时间略长。与 PRIME 区域的问卷样本相比,UC 问卷样本稍年轻,认知功能更好,疾病持续时间更长,受教育程度更高,饮酒量更大。UC 区域的问卷样本 1 年依从性(96%)高于 PRIME 区域(92%)。
PRIME-NL 研究的普遍性似乎很好,但我们发现存在一些选择偏倚的证据。这种选择偏倚需要在 PRIME-NL 的最终评估中使用先进的统计方法,例如逆概率加权或倾向评分匹配。PRIME-NL 研究为评估慢性病患者的大规模护理提供了一个独特的视角,在这种情况下是帕金森病。