Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, 625 N. Michigan Avenue, Chicago, IL, 60611, USA.
Kaiser Permanente Northern California, Oakland, USA.
Qual Life Res. 2023 Aug;32(8):2353-2360. doi: 10.1007/s11136-023-03397-y. Epub 2023 Mar 21.
The social responsiveness scale (SRS) is frequently used to quantify the autism-related phenotype and is gaining use in health outcomes research. However, it has a high respondent burden (65 items) for large-scale studies. Further, most evaluations of it have focused on the school-age form, not the preschool form. More validity evidence of shortened forms is necessary in the general population to support the broader health outcomes context of use.
We evaluated the psychometrics of the SRS in 7030 individuals from multiple predominantly neurotypical samples in order to shorten it based on non-autistic sample metrics. Analyses included item factor analysis, differential item functioning (DIF), and multiple-group item response theory (IRT) to place the SRS items on a comparable scale, which was then simulated via computer adaptive testing (CAT) administration.
The SRS was broadly unidimensional with few methodological residual dependencies. On average, males had more autistic characteristics than females, and preschoolers had fewer characteristics than school-age children. The final IRT calibration included 45 items equated across forms, and each form had 11 with significant wording discrepancies and 9 items with near-identical wording that exhibited form-related DIF. The CAT simulation suggested a median of 14 items was sufficient to reach a reliable score, demonstrating its feasibility across the range of impairments.
IRT allows practitioners the ability to get highly reliable scores with fewer items than the full-length SRS. This supports the future application of the SRS in a computer adaptive testing mode in both neurotypical and ASD samples.
社会反应性量表(SRS)常用于量化与自闭症相关的表型,并且在健康结果研究中得到越来越多的应用。然而,它对于大规模研究来说,受访者负担过重(共 65 个项目)。此外,大多数对它的评估都集中在学龄期形式,而不是学前形式。在一般人群中,需要更多缩短形式的有效性证据来支持更广泛的健康结果使用背景。
我们评估了来自多个主要为神经典型样本的 7030 名个体的 SRS 心理测量学,以便根据非自闭症样本的指标对其进行缩短。分析包括项目因子分析、差异项目功能(DIF)和多组项目反应理论(IRT),将 SRS 项目置于可比的量表上,然后通过计算机自适应测试(CAT)管理进行模拟。
SRS 大致呈单维分布,几乎没有方法学剩余依赖性。平均而言,男性比女性具有更多的自闭症特征,学前儿童比学龄儿童具有更少的特征。最终的 IRT 校准包括 45 个在各形式之间均等的项目,每个形式都有 11 个具有显著措辞差异的项目和 9 个具有几乎相同措辞但表现出形式相关 DIF 的项目。CAT 模拟表明,中位数 14 个项目就足以获得可靠的分数,这表明其在各种障碍范围内的可行性。
IRT 使从业者能够用比完整 SRS 更少的项目获得高度可靠的分数。这支持了 SRS 在神经典型和 ASD 样本中以计算机自适应测试模式的未来应用。