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Introduction to Validity. What is Validity?. The best available approximation to the truth or falsity of a given inference, proposition, or conclusion A set of standards by which research can be judged. The Causal Context. Theory. Observation. The Causal Context. Theory. Cause construct.
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What is Validity? • The best available approximation to the truth or falsity of a given inference, proposition, or conclusion • A set of standards by which research can be judged
The Causal Context Theory Observation
The Causal Context Theory Cause construct Observation
The Causal Context Theory Cause construct Observation
The Causal Context Theory Cause construct Effect construct cause-effect construct Observation
The Causal Context Theory What you think Cause construct Effect construct cause-effect construct Observation
The Causal Context Theory What you think Cause construct Effect construct Cause-Effect Construct Operationalize Program Observation In this study
The Causal Context Theory What you think Cause construct Effect construct Cause-effect Construct Operationalize Operationalize Program Observations Observation In this study
The Causal Context Theory What you think Cause construct Effect construct Cause-effect Construct Operationalize Operationalize Program Observations What you do What you see Observation In this study
The Causal Context Theory What you think Cause construct Effect construct Cause-effect Construct Operationalize Operationalize Program Observations Program-outcome Relationship What you do What you see What you test Observation In this study
Conclusion Validity Is there a relationship between... • What you did and what you saw? • Your program and your observations? Program Observations Program-outcome Relationship What you do What you see Observation In this study
Internal Validity Is the relationship causal between... • What you did and what you saw? • Your program and your observations? Alternative cause Alternative cause Program Observations Program-outcome Relationship What you do What you see Alternative cause Alternative cause Observation In this study
Construct Validity Theory What you think Can we generalize to the constructs? Cause construct Effect construct Cause-effect Construct Program Observations Program-outcome Relationship What you do What you see Observation
Program Observations Program Observations program-outcome relationship program-outcome relationship What You Do What You See What You Do What You See Observation Observation Program Observations Program Observations program-outcome relationship program-outcome relationship What You Do What You See What You Do What you see Observation Observation External Validity Theory What you think Can we generalize to other persons, places, times? Cause construct Effect construct Cause-effect Construct
The Validity Questions Are Cumulative... Is there a relationship between the cause and effect? In this study
The Validity Questions Are Cumulative... In this study Is the relationship causal? Is there a relationship between the cause and effect? Conclusion
The Validity Questions Are Cumulative... Can we generalize to the constructs? In theory Internal Is the relationship causal? Is there a relationship between the cause and effect? Conclusion
The Validity Questions Are Cumulative... Can we generalize to other persons, places, times? In theory Can we generalize to the constructs? Construct Internal Is the relationship causal? Is there a relationship between the cause and effect? Conclusion
The Validity Questions are cumulative... Validity Can we generalize to other persons, places, times? External Can we generalize to the constructs? Construct Internal Is the relationship causal? Is there a relationship between the cause and effect? Conclusion
Threats to Validity • There is a relationship between the cause and effect. • The relationship is causal. • You can generalize to the constructs. • You can generalize to other persons, places, and times. You Want to Make an Inference...
Threats to Validity How could you be wrong in the inference? • There is a relationship, but you don’t see it. • There is no relationship, but you do see one. Conclusion Validity
Threats to Validity How could you be wrong in the inference? • There is a causal relationship, but you don’t see it. • There is no causal relationship, but you do see one. Internal Validity
Threats to Validity How could you be wrong in the inference? • You can generalize to constructs, but you conclude you can’t. • You can’t generalize to constructs, but you conclude you can. Construct Validity
Threats to Validity How could you be wrong in the inference? • You can generalize to other contexts, but you conclude you can’t • You can’t generalize to contexts, but you conclude you can External Validity
Threats to Validity • How you can be wrong in making your inference • Specific factors that can bias or distort your conclusions • A list of common threats to the quality of your study • A “checklist” you can use in planning your study