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What is validity
the accuracy of an expirement
what is internal validity
bias IN the research
what is external validity
how does it apply to the population
what is reliability
the ability to repeat results (consistency)
what is an inclusion criteria
characteristics that are desired for a participant in a study
what is exclusion criteria
characteristics that would eliminate someone from a study
what is random sampling
every person in the population of interest has an equal chance of being chosen
what is systematic random sampling
every person in the population of interest is listed by a variable and then every nth is chosen
what is stratified random sampling
when is the population of interest includes strati, people from each strati are selected
what is proportional stratified sampling
select participants that represent a proportion of the sample of interest
what is cluster sampling
breakdown of the larger population of interest to smaller clusters that meet the inclusionary criteria
what is convenience sampling
choosing participants that are easily accessible and meet the inclusionary criteria
what are the pros of random sampling
allows a true representation of the sample of interest
what are the cons of random sampling
every person in the population must be given a matching number
what are the pros of systematic random sampling
allows simplification of the randomization process without assigning a specific numeric value to each participant
what is a con of systematic random sampling
can be biase depending on how the sample population is listed
what are the pros of startified random sampling
allows for equal representation between strati
what are the cons of stratified random sampling
there is less variety included in the sample
what are the pros of proportional stratified sampling
allows for proportional representation of the sample of interest
what are the cons of proportional stratified sampling
the sample is not completely random and does not have variety
what are the pros of cluster sampling
allows sampling of a larger population to occur
what are the cons of cluster sampling
larger number of errors can occur when there are several levels to the cluster sample
what are the pros to convenience sampling
allows an easy selection of participants
what are the cons of convenience sampling
least robust form of sampling
what is allocation
how a participant is placed into a group for the duration of the study
what is control groups
used to compare with the intervention of interest
what is a single blind study
when participants cannot be blinded but the researcher or clinician is blinded
what is the double blind study
researcher and participant is blinded
what is a triple blind study
all 3 parties are blinded
how is history an internal validity threat
unanticipated concurrent events that can occur outside of an experiment that may change the outcome
how is maturation an internal validity threat
changes that occur naturally to a participant over time that are independent of external events
how is mortality or attrition an internal validity threatq
participants that drop out of a research study before it is completed
how is selection or selection bias an internal validity threat
participant sampling techniques that may affect the outcome
how is regression toward the mean an internal validity threat
scores will regress toward the mean if you were to sample them again because of the instability of the measure (not reliable) or if there are extreme group scores
how is testing an internal validity threat
when participants become familiar with the testing procedures (learning effect)
how is instrumentation an internal validity threat
testers need to be consistent and instruments need to be reliable and valid
what is diffusion or imitation of treatments
participants of control and experimental groups are in communication with each other
what are compensatory equalization of treatments
when the clinician or tester knows the participant may not be getting the best treatment, so they work extra hard to compensate
what is compensatory rivalry
when a participant in the control group tries to compensate by working harder
what is resentful demoralization of respondants
when a participant in the control group feels devalued-they may ultimately give a lower performance, inflating the results of the experimental group
how is interaction of treatment and selection an external validity threat
can the findings be generalized to patients with different characteristics
how is interaction of treatment and setting an external validity threat
can the findings be generalized to a different setting
how is interaction of treatment and history an external validity threat
important to use the most current information
what is face validity
determined by expert opinion or subjective assessment of a few individuals. instrument appears to measure what it was intended. no statistical tests or measurements needed
what is content validity
adequecy with which the measurement assesses all plausible constructs
what is criterion-related validity
concurrent or predictive validity
what is concurrent validity
comparing results of one test against the gold standard at the same time
what is predictive validity
trying to establish a predictor of a future criterion score
what is construct validity
ability of an instrument or assessment to measure a more abstract concept
what is inter-rater reliability
consistency between multiple clinicians
what is intra-rater reliability
consistency in results between a singular clinician
when do you use pearsons product, moment correlation or intraclass correlation
ratio or interval data
when do you use spearman rank correlation
ordinal data
when do you use kappa statistics
with nominal data
what is test-retest reliability
assess the stability of an instrument
what does test-retest reliability
for surveys, psychological measures, and instances where raters are not involved
what is internal consistency
used to assess the characteristics of a group of items
what is pattern recognition
based off clinical experience, see a condition and recognize it
what is probabilistic diagnostic reasoning
estimate the probability associated with each, clinical exam, results of exam either increase or decrease probability or a certain condition
what is a reference standard
the most accurate tool available for assessing a condition or determining an outcome
how do you find percent accuracy
true positive + true negatives divided by the total number of patients
how do you interpret the sensitivity
how reasonably we can rule out a condition
how do you find the sensitivity
the true positives divided by positives with condition
how do you find the specificity
the true negatives divided by the negatives with condition
how do you interpret the specificity
how well can we rule in the condition
what is pretest probability
the probablity of the target condition being present before the results of a diagnostic test are available
what is post test probability
the probability of the target condition being present after the results of a diagnostic test are available
what is positive liklihood ratio
the confidence that a condition is present when the test is positive
what is a negative liklihood ratio
the probability the pathology is still present even though the test was negative