A Note on the Interpretation of Scale Values in Multidimensional Scaling Growth Analysis

Cody Ding
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Abstract

Multidimensional Scaling (MDS) has been used as a growth mixture modeling technique in psychological and education research in recent years. This note focuses on a detailed explanation of interpreting the scale values in MDS growth analysis. Since scale values from MDS growth analysis are based on the Euclidean metric, we attempt to offer some guidance on interpretation of the scale values in terms of percentage of change in growth between each time interval. This approach is illustrated with a hypothetical example, and it can be used in actual research settings. DOI:10.2458/azu_jmmss_v2i2_ding
多维标度增长分析中标度值解释的注解
近年来,多维尺度(MDS)作为一种生长混合建模技术在心理和教育研究中得到广泛应用。本文重点对MDS增长分析中尺度值的解释进行了详细说明。由于MDS增长分析的尺度值基于欧几里得度量,我们试图根据每个时间间隔之间的增长变化百分比提供一些解释尺度值的指导。这个方法用一个假设的例子来说明,它可以在实际的研究环境中使用。DOI: 10.2458 / azu_jmmss_v2i2_ding
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