Charité Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
CPCOR - Charité Center for patient-centered Outcomes Research, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Health Qual Life Outcomes. 2023 Nov 15;21(1):124. doi: 10.1186/s12955-023-02199-7.
Cancer patients may experience a decrease in cognitive functioning before, during and after cancer treatment. So far, the Quality of Life Group of the European Organisation for Research and Treatment of Cancer (EORTC QLG) developed an item bank to assess self-reported memory and attention within a single, cognitive functioning scale (CF) using computerized adaptive testing (EORTC CAT Core CF item bank). However, the distinction between different cognitive functions might be important to assess the patients' functional status appropriately and to determine treatment impact. To allow for such assessment, the aim of this study was to develop and psychometrically evaluate separate item banks for memory and attention based on the EORTC CAT Core CF item bank.
In a multistep process including an expert-based content analysis, we assigned 44 items from the EORTC CAT Core CF item bank to the memory or attention domain. Then, we conducted psychometric analyses based on a sample used within the development of the EORTC CAT Core CF item bank. The sample consisted of 1030 cancer patients from Denmark, France, Poland, and the United Kingdom. We evaluated measurement properties of the newly developed item banks using confirmatory factor analysis (CFA) and item response theory model calibration.
Item assignment resulted in 31 memory and 13 attention items. Conducted CFAs suggested good fit to a 1-factor model for each domain and no violations of monotonicity or indications of differential item functioning. Evaluation of CATs for both memory and attention confirmed well-functioning item banks with increased power/reduced sample size requirements (for CATs ≥ 4 items and up to 40% reduction in sample size requirements in comparison to non-CAT format).
Two well-functioning and psychometrically robust item banks for memory and attention were formed from the existing EORTC CAT Core CF item bank. These findings could support further research on self-reported cognitive functioning in cancer patients in clinical trials as well as for real-word-evidence. A more precise assessment of attention and memory deficits in cancer patients will strengthen the evidence on the effects of cancer treatment for different cancer entities, and therefore contribute to shared and informed clinical decision-making.
癌症患者在癌症治疗前、治疗中和治疗后可能会出现认知功能下降。迄今为止,欧洲癌症研究与治疗组织(EORTC)生活质量组开发了一个项目库,使用计算机自适应测试(EORTC CAT Core CF 项目库)在单个认知功能量表(CF)中评估自我报告的记忆和注意力。然而,区分不同的认知功能可能对于适当评估患者的功能状态和确定治疗效果很重要。为了进行这种评估,本研究的目的是基于 EORTC CAT Core CF 项目库开发和心理测量评估记忆和注意力的单独项目库。
在包括基于专家的内容分析的多步骤过程中,我们将 EORTC CAT Core CF 项目库中的 44 个项目分配到记忆或注意力领域。然后,我们基于用于开发 EORTC CAT Core CF 项目库的样本进行心理测量分析。该样本包括来自丹麦、法国、波兰和英国的 1030 名癌症患者。我们使用验证性因子分析(CFA)和项目反应理论模型校准来评估新开发的项目库的测量特性。
项目分配导致 31 个记忆项目和 13 个注意力项目。进行的 CFA 表明,每个领域的 1 因素模型拟合良好,没有违反单调性或表明项目功能差异。对记忆和注意力的 CAT 进行评估证实了功能良好的项目库,具有更高的功效/减少样本量要求(与非 CAT 格式相比,CAT≥4 个项目时,样本量要求减少 40%)。
从现有的 EORTC CAT Core CF 项目库中形成了两个功能良好且具有心理测量学稳健性的记忆和注意力项目库。这些发现可以支持临床试验中癌症患者自我报告认知功能的进一步研究以及真实世界证据。对癌症患者注意力和记忆缺陷的更精确评估将加强对不同癌症实体治疗效果的证据,从而有助于共享和知情的临床决策。