The dependant variable of one of my research projects is a higher order construct (Reflective-Formative) which consists with seven sub dimensions and those dimensions are again reflected by 28 items.

How can I reduce the items and use one factor model to explain the dependent variable? Please provide some existing research papers that I can refer.

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