Behavioral Science/Ethics Flashcards
Case-Control Study
Control includes any subject WITHOUT disease regardless of exposure
Attrition bias
(loss of subjects in the middle of a study) is a form of selection bias
Lead-time Bias
Diagnosing a disease earlier so it seems like increased survival
Informed Consent Should be Obtained by _________
The person performing the procedure
Prenatal care for a minor ________
Does not require consent
-Neither does contraceptives, emergencies, or STDs
Hospice requires _______
Prognosis of less than 6 months
For Screening Tests: high _________
Sensitivity (to rule out disease)
For Confirmatory Tests: high _______
Specificity (to rule in disease)
Number needed to treat
Inverse of absolute risk reduction
Relative Risk (RR) and Relative Risk Reduction (RRR)
RR = Risk in exposed/ Risk in unexposed RRR = 1- RR
Standard Error
Decreases as sample size increases
Constructing Table
- Disease on top (+ - )
- Test on side (+ - )
Sensitivity
true +/ all diseased (rule out)
Specificity
true - / all normal (rule in)
Positive predictive value
PPV = true + / all +
Negative predictive value
NPV = true - / all –
Confidence interval
Significant if it does not contain 0 (null value)
- 95%: mean +/- 1.96*SD/sqrt(n)
- 99%: mean +/-2.58*SD/sqrt(n)
Power = 1-Beta
- Beta corresponds to a type II error (saying that there IS NO difference when one exists)
- Power is the probability of concluding that there IS a difference, when it DOES exist
- Increases with sample size
Prevalence with PPV and NPV
PPV changes in the direction of prevalence (increased prevalence means increased PPV, but sensitivity and specificity don’t change)
NPV would decrease
Case Control
- The odd of exposure to a certain characteristic is compared between affected/diseased individuals and unaffected (controls)
- Exposure odds ratio
Cohort Study
- Individuals with and without exposures are followed over time to determine the disease incidence
- Relative risk
- Prospective or Retrospective
Analysis Types
- Test: for 2 groups
- ANOVA (analysis of variance): for more than 2 groups
- Chi-square: comparing categories
Number Needed to Harm
1/ attributable risk
Relative Risk
(a/a+b)/(c/c+d)
Attributable Risk
(a/a+b)-(c/c+d)
Odds Ratio
ad/bc
OR greater than 1 signifies increases odds/risk/likelihood so If the 95% CI range does not include 1, then the difference is statistically significant
Precision and Accuracy
Precision = reliability Accuracy = correctness