Reliability entails the consistency of a particular measure
Validity is more about the accuracy of a particular measure
Objectivity entails the elimination of bias in order to obtain reliable and accurate results.
Representativeness in research entails having subset of population in order to reflect the details and characteristics of the large group.
Reliability, validity, representatives, and obectivity should be considered in the creation of of research designs and planning of methods particularly in quantitative research