Flawed Growth Models Undermine Accurate Measurement of Latent Constructs Across Populations
The article compares different ways to analyze how things change over time using multiple measurements. They looked at two methods that use averages or sums of measurements and another method that considers how different measurements relate to each other. The study found that the method looking at how measurements relate to each other works best in most cases, but it needs a lot of data. The other methods only work well when the measurements are very similar and don't change much.