Cook David A, Smith Alan J
Division of General Internal Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota 55905, USA.
Med Educ. 2006 Sep;40(9):900-7. doi: 10.1111/j.1365-2929.2006.02542.x.
Cognitive and learning styles research is limited by the lack of evidence supporting valid interpretations of style assessment scores. We sought evidence to support the validity of scores from 4 instruments: the Index of Learning Styles (ILS); the Learning Style Inventory (LSI); the Cognitive Styles Analysis (CSA), and the Learning Style Type Indicator (LSTI). The ILS assesses 4 domains: sensing-intuitive (SensInt), active-reflective (ActRefl), sequential-global (SeqGlob) and visual-verbal (VisVerb), each of which parallel a similar domain in at least 1 of the other instruments. We administered the ILS, LSI and CSA to family medicine and internal medicine residents and Year 1 and 3 medical students and applied the multitrait-multimethod matrix to evaluate convergence and discrimination. After 3 months participants repeated the ILS and completed the LSTI. A total of 89 residents and medical students participated. Multitrait-multimethod analysis showed evidence of both convergence and discrimination for ActRefl (ILS, LSI and LSTI) and SensInt (ILS and LSTI) scores. ILS SeqGlob and SensInt scores showed unanticipated correlation. No other domains met the criteria for convergence or discrimination. Test-retest reliabilities for ILS scores were 0.856 for SensInt, 0.809 for ActRefl, 0.703 for SeqGlob and 0.684 for VisVerb. Cronbach's alpha values were > or = 0.810 for LSI and 0.237-0.758 for LSTI. At least 9 participants misinterpreted the LSI instructions. These data support the validity of ILS active-reflective and sensing-intuitive scores, LSI active-reflective scores and LSTI sensing-intuitive scores for determining learning styles in this population. Cognitive style and learning style scores may not be interchangeable, even for constructs with similar definitions.
认知和学习风格研究因缺乏支持对风格评估分数进行有效解释的证据而受到限制。我们寻求证据来支持4种工具所得分数的有效性:学习风格指数(ILS)、学习风格量表(LSI)、认知风格分析(CSA)和学习风格类型指标(LSTI)。ILS评估4个领域:感觉-直觉(SensInt)、主动-反思(ActRefl)、序列-整体(SeqGlob)和视觉-言语(VisVerb),每个领域在至少其他一种工具中都有类似的领域与之对应。我们对家庭医学和内科住院医师以及一年级和三年级医学生进行了ILS、LSI和CSA测试,并应用多特质-多方法矩阵来评估聚合效度和区分效度。3个月后,参与者再次进行ILS测试并完成LSTI。共有89名住院医师和医学生参与。多特质-多方法分析显示,ActRefl(ILS、LSI和LSTI)和SensInt(ILS和LSTI)分数具有聚合效度和区分效度的证据。ILS的SeqGlob和SensInt分数显示出意外的相关性。没有其他领域符合聚合效度或区分效度的标准。ILS分数的重测信度,SensInt为0.856,ActRefl为0.809,SeqGlob为0.703,VisVerb为0.684。LSI的Cronbach's alpha值≥0.810,LSTI的Cronbach's alpha值为0.237 - 0.758。至少有9名参与者误解了LSI的说明。这些数据支持ILS主动-反思和感觉-直觉分数、LSI主动-反思分数以及LSTI感觉-直觉分数在确定该人群学习风格方面的有效性。认知风格和学习风格分数可能不可互换,即使对于定义相似的结构也是如此。