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Validity Internal validity: Are the methods correct and the results accurate? External validity: are the findings generalizable beyond that particular study? Measurement Validity validity: the extent to which the method of measurement reflects the true meaning of a concept being investigated – example: Do tests really measure what student learning? – Example: Do college GPAs accurately predict on the job success? content validity: a scale should measure the true meaning of the concept being studied – example: GCS (General Contentment Scale) should measure depression, not self esteem measurement validity--continued face validity (representational validity): whether a measuring instrument appears to be valid to the persons completing it. – example: African Americans take a history test, but all of the questions were written by Euro-Americans about European history. concurrent validity (a.k.a convergent validity): Do the results from one measure correspond with those of related measures? – example: scores on a communication anxiety scale should coincide with scores on a communication apprehension scale measurement validity--continued discriminant validity: a measuring instrument should not covary with other instruments measuring different concepts criterion validity: how well a measure predicts another established criterion – example: Do a person’s reported income predict his or her credit score? – example: “need for cognition” versus “argumentativeness” construct validity: a measure should fit well with other measures of similar theoretical concepts. – example: scores on a “marital satisfaction” scale should be negatively related to spouse abuse. measurement validity--continued predictive validity: can a measure predict future behavior? – example: Does the Suicide Probability Scale accurately predict which adolescents are likely to attempt suicide?