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患者报告结局测量信息系统(PROMIS)抑郁简表在不同种族群体中的心理测量特性及表现

Psychometric Properties and Performance of the Patient Reported Outcomes Measurement Information System (PROMIS) Depression Short Forms in Ethnically Diverse Groups.

作者信息

Teresi Jeanne A, Ocepek-Welikson Katja, Kleinman Marjorie, Ramirez Mildred, Kim Giyeon

机构信息

New York State Psychiatric Institute.

Research Division, Hebrew Home at Riverdale; RiverSpring Health.

出版信息

Psychol Test Assess Model. 2016;58(1):141-181.

Abstract

UNLABELLED

Short form measures from the Patient Reported Outcomes Measurement Information System (PROMIS) are used widely. The present study was among the first to examine differential item functioning (DIF) in the PROMIS Depression short form scales in a sample of over 5000 racially/ethnically diverse patients with cancer. DIF analyses were conducted across different racial/ethnic, educational, age, gender and language groups.

METHODS

DIF hypotheses, generated by content experts, informed the evaluation of the DIF analyses. The graded item response theory (IRT) model was used to evaluate the five-level ordinal items. The primary tests of DIF were Wald tests; sensitivity analyses were conducted using the IRT ordinal logistic regression procedure. Magnitude was evaluated using expected item score functions, and the non-compensatory differential item functioning (NCDIF) and T1 indexes, both based on group differences in the item curves. Aggregate impact was evaluated with expected scale score (test) response functions; individual impact was assessed through examination of differences in DIF adjusted and unadjusted depression estimates.

RESULTS

Many items evidenced DIF; however, only a few had slightly elevated magnitude. No items evidenced salient DIF with respect to NCDIF and the scale-level impact was minimal for all group comparisons. The following short form items might be targeted for further study because they were also hypothesized to evidence DIF. One item showed slightly higher magnitude of DIF for age: nothing to look forward to; conditional on depression, this item was more likely to be endorsed in the depressed direction by individuals in older groups as contrasted with the cohort aged 21 to 49. This item was also hypothesized to show age DIF. Only one item (failure) showed DIF of slightly higher magnitude (just above threshold) for Whites vs. Asians/Pacific Islanders in the direction of higher likelihood of endorsement for Asians/Pacific Islanders. This item was also hypothesized to show DIF for minority groups. The impact of DIF was negligible. Conditional on depression, the items, worthless and hopeless were more likely to be endorsed in the depressed direction by respondents with less than high school education vs. those with a graduate degree; the magnitude of DIF was slightly above the T1 threshold, but not that of NCDIF. These items were also hypothesized to show DIF in the direction of more feelings of worthlessness by groups with lower education. While the magnitude and aggregate impact of DIF was small, in a few instances, individual impact was observed. Information provided was relatively high, particularly in the middle upper (depressed) tail of the distribution. Reliability estimates were high (> 0.90) across all studied groups, regardless of estimation method.

CONCLUSIONS

This was the first study to evaluate measurement equivalence of the PROMIS Depression short forms across large samples of ethnically diverse groups. There were few items with DIF, and none of high magnitude, thus supporting the use of PROMIS Depression short form measures across such groups. These results could be informative for those using the short forms in minority populations or clinicians evaluating individuals with the depression short forms.

摘要

未标注

患者报告结局测量信息系统(PROMIS)的简表被广泛使用。本研究是首批在5000多名种族/民族多样化的癌症患者样本中检验PROMIS抑郁简表中项目功能差异(DIF)的研究之一。DIF分析在不同种族/民族、教育程度、年龄、性别和语言组中进行。

方法

由内容专家提出的DIF假设为DIF分析的评估提供了依据。使用分级项目反应理论(IRT)模型评估五级有序项目。DIF的主要检验是Wald检验;使用IRT有序逻辑回归程序进行敏感性分析。使用预期项目得分函数以及基于项目曲线组间差异的非补偿性项目功能差异(NCDIF)和T1指数评估差异程度。使用预期量表得分(测试)反应函数评估总体影响;通过检查DIF调整和未调整的抑郁估计值差异来评估个体影响。

结果

许多项目显示出DIF;然而,只有少数项目的差异程度略有升高。就NCDIF而言,没有项目显示出显著的DIF,并且所有组间比较的量表水平影响都很小。以下简表项目可能需要进一步研究,因为它们也被假设存在DIF。一个项目在年龄方面显示出略高的DIF程度:没有什么可期待的;在抑郁的情况下,与21至49岁的队列相比,老年组个体更有可能在抑郁方向上认可该项目。该项目也被假设存在年龄DIF。只有一个项目(失败)在白人vs.亚洲人/太平洋岛民中显示出略高程度(刚好高于阈值)的DIF,亚洲人/太平洋岛民更有可能认可该项目。该项目也被假设存在少数群体DIF。DIF的影响可以忽略不计。在抑郁的情况下,与研究生学历的受访者相比,高中以下学历的受访者更有可能在抑郁方向上认可毫无价值和绝望这两个项目;DIF程度略高于T1阈值,但低于NCDIF。这些项目也被假设在教育程度较低的群体中显示出更多无价值感方向的DIF。虽然DIF的程度和总体影响较小,但在少数情况下观察到了个体影响。提供的信息相对较高,特别是在分布的中上(抑郁)尾部。无论估计方法如何,所有研究组的可靠性估计都很高(>0.90)。

结论

这是第一项评估PROMIS抑郁简表在大量种族多样化群体样本中测量等效性的研究。存在DIF的项目很少,且没有高程度的,因此支持在这些群体中使用PROMIS抑郁简表。这些结果对于在少数群体中使用简表的人或评估抑郁简表个体的临床医生可能具有参考价值。

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