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运用项目反应理论(IRT)和项目区分度(DIF)分析对与视觉相关的生活质量问卷进行再评估。

Re-evaluating a vision-related quality of life questionnaire with item response theory (IRT) and differential item functioning (DIF) analyses.

机构信息

Department of Ophthalmology, VU University Medical Center, Amsterdam, the Netherlands.

出版信息

BMC Med Res Methodol. 2011 Sep 2;11:125. doi: 10.1186/1471-2288-11-125.

Abstract

BACKGROUND

For the Low Vision Quality Of Life questionnaire (LVQOL) it is unknown whether the psychometric properties are satisfactory when an item response theory (IRT) perspective is considered. This study evaluates some essential psychometric properties of the LVQOL questionnaire in an IRT model, and investigates differential item functioning (DIF).

METHODS

Cross-sectional data were used from an observational study among visually-impaired patients (n = 296). Calibration was performed for every dimension of the LVQOL in the graded response model. Item goodness-of-fit was assessed with the S-X(2)-test. DIF was assessed on relevant background variables (i.e. age, gender, visual acuity, eye condition, rehabilitation type and administration type) with likelihood-ratio tests for DIF. The magnitude of DIF was interpreted by assessing the largest difference in expected scores between subgroups. Measurement precision was assessed by presenting test information curves; reliability with the index of subject separation.

RESULTS

All items of the LVQOL dimensions fitted the model. There was significant DIF on several items. For two items the maximum difference between expected scores exceeded one point, and DIF was found on multiple relevant background variables. Item 1 'Vision in general' from the "Adjustment" dimension and item 24 'Using tools' from the "Reading and fine work" dimension were removed. Test information was highest for the "Reading and fine work" dimension. Indices for subject separation ranged from 0.83 to 0.94.

CONCLUSIONS

The items of the LVQOL showed satisfactory item fit to the graded response model; however, two items were removed because of DIF. The adapted LVQOL with 21 items is DIF-free and therefore seems highly appropriate for use in heterogeneous populations of visually impaired patients.

摘要

背景

对于低视力生活质量问卷(LVQOL),当考虑项目反应理论(IRT)视角时,其心理测量特性是否令人满意尚不清楚。本研究在 IRT 模型中评估了 LVQOL 问卷的一些基本心理测量特性,并研究了差异项目功能(DIF)。

方法

使用来自视障患者观察性研究的横断面数据(n=296)。在分级反应模型中对 LVQOL 的每个维度进行校准。通过 S-X(2)-检验评估项目拟合度。使用似然比检验对相关背景变量(即年龄、性别、视力、眼部状况、康复类型和管理类型)进行 DIF 评估。通过评估亚组之间预期得分的最大差异来解释 DIF 的大小。通过呈现测试信息曲线评估测量精度;通过受试者分离指数评估可靠性。

结果

LVQOL 维度的所有项目均符合模型。在几个项目上存在显著的 DIF。对于两个项目,预期得分之间的最大差异超过 1 分,并且在多个相关背景变量上发现了 DIF。“调整”维度的第 1 项“一般视力”和“阅读和精细工作”维度的第 24 项“使用工具”被删除。“阅读和精细工作”维度的测试信息最高。受试者分离指数范围为 0.83 至 0.94。

结论

LVQOL 的项目与分级反应模型具有令人满意的项目拟合度;然而,由于 DIF,删除了两个项目。具有 21 个项目的适应 LVQOL 无 DIF,因此非常适合用于视力障碍患者的异质人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9f/3201037/45a93bafbadf/1471-2288-11-125-1.jpg

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