Biostatistics Flashcards
Selection bias
(recruiting participants)
- Nonrandom assignment of participants in a study group
- MC a sampling bias
Selection bias examples (3)
- Berkson bias: only looking at inpatients
- Loss to f/u: study of dz w/ early mortality
- Healthy worker/volunteer bias: study subjects are healthier than gen pop
Reducing selection bias (2)
- randomization
- chose appropriate comparison/reference group
Performing study bias (4)
Recall
Measurement
Procedure
Observer-expectancy
Recall bias and how to reduce it
- Awareness of disorder alters recall (common in retrospective, ie: pt with dz recall exposure after learning of similar cases)
- Decrease time from exposure to f/u
Measurement bias and how to reduce it (Hawthorne)
Information is gathered in a way that distorts data
- Hawthorne effect: groups who they know are being studied behave differently than they normally would)
- Use placebo and blinding
Procedure bias
Subjects in dif groups are not treated the same
Observer-expectancy bias
Researcher’s beliefs of tx efficacy changes the outcome (Pygmalion, self-fulfilling prophecy)
- If observer expects a particular outcome, more likely to document it
Interpreting results (2)
- Confounding bias
- Lead-time bias
Confounding bias and how to fix it
3rd factor is related to both exposure and outcome
- Pulm dz more likely in coal miner, however, coal miners are more likely to smoke
- Fix by doing multiple/repeated studies, crossover studies (subjects as their own control), matching (pts with similar characteristics in both tx and control)
Lead-time bias
Early detection is confused with increased survival (seen with improved screening techniques)
Fix: measure back end survival (adjust survival according to severity of disease at time of diagnosis)
Informed consent involves (4)
Disclosure, understanding, mental capacity and voluntariness
Exceptions for informed consent (4)
- Patient lacks decision-making capacity or is legally incompetent
- Emergency
- Therapeutic privilege (witholding info it it would severely harm the apt or undermine decision making)
- Waived
Core ethical principles (4)
- Respect the patient
- Beneficience
- Nonmaleficence
- Justice
Parental consent not needed for
Sex (contraception, STD, preggo)
Drugs (addiction)
Rock’n’Roll (emergency/trauma)