A loading matrix is a table that shows the correlation coefficients between observed variables and latent factors. Each element in the matrix represents the weight or loading of a particular observed variable on a specific latent factor. These loadings indicate the strength and direction of the relationship between variables and factors, helping researchers to identify patterns and make informed decisions.