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Risk (exposed) calculation based on 2×2 table
A/N1 = number of incident cases in an exposed at-risk population during a follow-up period/number of individuals in the exposed at-risk population at the beginning of the follow-up period
Risk (unexposed) calculation based on 2×2 table
B/N0 = number of incident cases in an unexposed at-risk population during a follow-up period/number of individuals in the unexposed at-risk population at the beginning of the follow-up period
Risk ratio calculation
risk in the exposed/risk in the unexposed = (A/N1)/(B/N0)
Risk ratio interpretation structure
The [length of follow-up] risk of the outcome in the exposed is RR times the risk of the outcome in the unexposed
Risk difference calculation
risk in the exposed - risk in the unexposed = (A/N1) - (B/N0)
Risk difference interpretation structure
The difference in the [length of follow-up] risk of the outcome in the exposed versus the unexposed is RD
Positive risk difference interpretation
the risk is higher among those who are exposed (the additional/excess risk of an outcome due to exposure)
Negative risk difference interpretation
the risk is lower among those who are exposed (the reduction in risk of an outcome due to exposure)
Rate (exposed) calculation
A/PT1 = number of incident cases in an exposed at-risk population during a follow-up period/person-time contributed by those in the exposed at-risk population during the follow-up period
Rate (unexposed) calculation
B/PT0= number of incident cases in an unexposed at-risk population during a follow-up period/person-time contributed by those in the unexposed at-risk population during the follow-up period
Rate ratio (IDR) calculation
rate in the exposed/rate in the unexposed = (A/PT1)/(B/PT0)
Rate ratio interpretation structure
The rate of the outcome in the exposed is IDR times the rate of the outcome in the unexposed
Rate difference (IDD) calculation
rate in the exposed - rate in the unexposed = (A/PT1) - (B/PT0)
Rate difference interpretation structure
The difference in the rate of the outcome in the exposed versus the unexposed is IDD
2 types of analysis
Intention to treat
Per protocol
Effectiveness
measures the ability of an intervention to prevent or treat the outcome among those randomized, whether or not they actually adhere to the assigned trial arm
What does effectiveness esimtae?
Estimates the benefit of an intervention closer to a real-world setting
Analysis type used when assessing effectiveness
Intention-to-treat - includes all randomized individuals, regardless of their adherence to their assigned trial arm
Efficacy
measures the ability of an intervention to prevent or treat the outcome only among those who adhere to their assigned trial arm
What does efficacy estimate?
Estimates the true etiologic benefit of an intervention
Analysis type used when assessing efficacy
Per-protocol - only includes individuals with perfect adherence to their assigned trial arm
An intervention that is not efficacious ________ (can/cannot) be effective
cannot
What 2 substances does the FDA regulate?
Prescription drugs
OTC drugs
When/at what stage does the drug testing process begin
The process begins at the preclinical phase with in vitro or in vivo animal model studies
Phase 0 of clinical phase of drug testing
evaluate pharmacokinetics and pharmacodynamics among smaller numbers of healthy participants
Phases I, II, and III of clinical phase of drug testing
evaluate safety, side effects, efficacy, and effectiveness among progressively larger number of healthy participant and progressing to larger groups including those who may have the condition or be at risk for the outcome
Phase IV of clinical phase of drug testing
occur after FDA approval and can include an even larger number of participants, find new markets, and assess longer-term outcomes
Randomization ethics principle
It is not ethical to randomize participants to receive exposures known to be harmful
Epiquoise definition and should a trial have it?
the interventions tested should not already be known to be inferior or superior relative to control prior to the trial
Yes, a study should have this
Protocol for a controlled trial in relation to harm vs. benefit principle
The protocol for a controlled trial should include stopping rules to halt the trial when risks outweigh benefits, there is not enough statistical power, and/or when the benefit or inferiority of the intervention is established
What 2 issues should be considered when conducting trials in underserved population?
Literacy
Coercion
There is a debate about whether trial participants should be receive _________________________ after the trial
guarenteed access to beneficial interventions
What type of reporting guidance is an accepted standard way to report clinical trials?
CONSORT reporting guidance
4 strengths of controlled trials
Temporarily between exposure and outcome is established by design because participants are assigned an exposure and followed forward in time to see whether the outcome develops (i.e. the exposure is known to precede the outcome in time)
Masking can minimize bias in how study procedures are conducted and/or how outcomes are ascertained or analyzed]
Randomization (with allocation concealment) can minimize bias due to confounding
Well-suited for studying rare exposures since the investigators assign the exposure conditions
4 limitations of controlled trials
Potential for loss to follow-up which could lead to selection bias
May not be well-suited to the study of rare outcomes and outcomes that take a long time to occur
Expensive, time-consuming, resource intensive, and require specific ethical considerations
May have limited generalizability to other populations or non-trial settings