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Causality (4 minimums)
- Variables should covary.
- Temporal sequence.
- Covariance should be nonspurious.
- Research should be theoretically based.
Reliable
Consistent findings
Valid
Accurate and precise findings
Representative
How far may we generalize?
Causality-Covariance
Covariance means that variables area associated with one another
Researchers have identified the following variables as important
- Age
- Socio-economic status (SES).
- Sex
- Visible-minority status
Correlation between SES and # of Crimes
Lower SES is associated with higher number of crimes
Causality-Temporal Sequence
- Temporal sequence suggests that cause must come before effect.
- That is,the independent variable(cause) must come before the dependent variable (effect).
Causality-Nonspurious Relationships
Relationships may be caused by another variable
Reliability
In order to conduct quality research,findings should easily be replicated.
Validity
Refers to whether a researcher has in practice,captured what they have examined