Behavioral Science Flashcards
What is the Cross-Sectional study?
Collects data from a group of people to assess frequency of disease (and related risk factor) at a particular point in time.
Measures/example: disease prevalence.
The observational study where asks, “What is happening?”
Cross-sectional study.
What is the Case-control study (retrospective)?
Compares a group of people with disease to a group without disease. Looks for prior exposure or risk factor.
Measures: Odds ratio (OR).
The observational study where asks, “What happened?”
Case-control study (retrospective).
What is the Cohort study (prospective or retrospective)?
Compares a group of people with a given exposure or risk factor to a group without such exposure. Looks to see if exposure increase the likelihood of disease.
Measure: Relative risk (RR).
The observational study where asks, prospective “Who will develop disease?” Retrospective “Who developed the disease?”
Cohort study
What is the Twin concordance study?
Compares the frequency with which both monozygotic twins or Dizygotic twins develop the same disease.
Measures heritability and influence of environmental factors.
What is the adoption study?
Compares siblings raised by biological vs adoptive parents.
Measures heritability and influence of environmental factors.
What is the clinical trial ?
Study that involving humans. Compares therapeutic benefits of 2 or more treatments or placebo.
How many types of clinical trial exists?
Randomized, controlled, double-blinded and triple blind.
How many phases involve drug study?
IV
What is the typical study sample and purpose of the phase I in a drug trial?
Typical study sample: Small number of healthy volunteers.
Purpose: Assess safety, toxicity, Pharmacokinetics Pharmacodynamics.
The Phase of the drug trial where asks, “Is it safe?”
Phase I
What is the typical study sample and purpose of the phase II in a drug trial?
Typical study sample: Small number, with disease of interest.
Purpose: Assesses treatment efficacy, optimal dosing, adverse effects.
The Phase of the drug trial where asks, “Does it work?”
Phase II
What is the typical study sample and purpose of the phase III in a drug trial?
Typical study sample: Large number of patients randomly assigned to treatment or placebo.
Purpose: compares the new treatment to the current standard of care.
What is the typical study sample and purpose of the phase IV in a drug trial?
Typical study sample: Postmarketing surveillance of patients after treatment is approved.
Purpose: Detects rare or long-term adverse effects. Can result in treatment being withdrawn from market.
The Phase of the drug trial where asks, “Is it as good or better?”
Phase III.
The Phase of the drug trial where asks, “Can it stay?”
Phase IV.
What is the sensitivity?
The probability that a test detects disease when disease is present.
Approaching 100% ruling out disease and indicates a low false-negative rate.
What is the sensitivity equation?
Sensitivity = TP/ TP + FN.
Highly sensitivity test, when negative, rules out disease.
What is the specificity?
The probability that a test indicates no disease when disease is absent. Approaching 100% desirable ruling in disease and indicates a low false positive rate.
What is the equation of specificity?
specificity = TN / TN + FP.
Highly specificity test, when positive, rules in disease.
What is the Positive Predictive value (PPV)?
Probability that person actually has the disease given a positive test result.
What is the equation of PPV?
PPV = TP / TP + FP.
PPV varies directly with prevalence or pretest probability: Highest pretest probability -> High PPV.
What is the Negative predictive value (NPV)?
Proportion of negative test results that are true negative.
What is the NPV equation?
NPV = TN / TN + FN.
NVP varies inversely with prevalence or pretest probability:
High pretest probability -> low NPV.
What is the Incidence and which is its equation?
Incidence looks at new cases (incidents).
Incidence rate = # of new cases / # of people at risk.
During a time period.
What is the prevalence and which is its equation?
Prevalence looks at all current cases.
Prevalence = # of existing cases / # of people at risk.
At a point in time.
What is the Odds ratio (OR)?
Used in case-control studies.
Odds that the group with the disease was exposed to a risk factor dived bye the odds that the group without the disease was exposed.
What is the equation of Odds Ratio?
OR = a/c / b/d
What is the Relative risk (RR)?
Used in cohort studies. Risk of developing disease in the exposed group divided by risk in the unexposed group.
If 21% of smokers develop lung cancer vs 1% of nonsmokers, what is the Relative Risk of this problem?
RR = 21/1 = 21.
What is the attributable risk (AR)?
The difference in risk between exposed and unexposed groups or the proportion of disease occurrences that are attributable to the exposure.
What is the Relative Risk Reduction (RRR) and which is its equation?
The proportion of risk reduction attributable to the intervention as compared to a control.
RRR = 1-RR.
What is the absolute risk reduction (ARR)?
The difference in risk attributable to the intervention as compared to a control.
If 8% of people who receive a placebo vaccine develop the flu vs 2% of people who receive a flu vaccine, what is the Absolute Risk Reduction?
ARR = 8% - 2% = 6% = 0.06
What is the Number needed to treat (NNT)?
The number of patients who need to be treated for 1 patient to benefit. The equation is NNT = 1/ARR.
What is the number needed to harm (NNH)?
Number of patients who need to be exposed to a risk factor for 1 patient to be harmed. Equation: NNH = 1/AR.
What is the precision?
The absence of random variation in a test. (Reliability).
What are the characteristics of precision?
High precision decrease standard deviation and increase statistical power (1-B).
Random error decrease precision in a test.
What is the accuracy?
The trueness of test measurements (validity). The absence of systematic error or bias in a test.
What is the characteristic of accuracy?
Systematic error decrease accuracy in a test.
How many of categories of Bias and study errors exists?
1) Recruiting participants: Selection bias.
2) Performing study: Recall, Measurement, procedure, observer-expectancy.
3) Interpreting results: Confounding and lead-time.
Which is the most commonly sampling bias?
Selection bias.
What selection bias means?
Error in assigning subjects to study group resulting in an unrepresentative sample.