Studies in psychometrics related to the construction and validation of measurement scales have proved their reliability and construct validity in different domains. This systematic literature review study on instruments for measuring quality and indicators has two main objectives: Identifying research construction of validated measurement instruments and building an initial and predictive database for researchers and practitioners. The study gave satisfying results on different domains that reported important methodological features. This analysis is not a macro-analysis but an overview of measurement scales in psychometrics that have strengths and weaknesses. Further research is needed to characterize and explore the advantages and disadvantages of each procedure.