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class EBP triangle
current best evidence, clinical expertise, and client/patient values
empiricism
empirical knowlegde derived from direct experience, observation, and experimentation
independent variable
possible causative factor, variable that is varied or manipulated by researcher
dependent variable
quantifiable characteristic, response that is measured
wide range, discrete number of categories, dichotomous classification
internal validity
extent to which change in DV can be attributed to IV , control of extraneous/confounding variable
covariates
possible predictive variable, can be direct interest (IV) or confounding variable
external validity
extent to which results can be generalized
internal and external validity note
lacking internal validity is hard to get published
without external validity lack clinical significance
mean
average
median
middle value
mode
value that occurs the most often
which is more appropriate if outliers
median
qaulitative research
often applied to any research that uses methods for study of human behavior
type 1 error
false positive
type 2 error
false negative
power
probability that test will show a true effect when one exists
inversely related to type 2 error
the higher the power the lower the probability of making type 2 error
can be increased by increased sample size
clinical trial
research project that prospectively assigns human subjects to interventions or comparison groups to study cause effect relationship
RCT
control of extragenous variables (strong internal validity)
random assignment of subjects experimental vs control groups
equipoise
major limiting factor, alternative treatments must be equally acceptable on basis of current knowledge
standard deviation
how much variation from the mean small standard deviation means that values in stats are close to mean
within 1 SD , 2 SD ,3 SD
68%, 95%, 99%
biomedical model
focus on etiologic agents, pathological processes, physiological measurements, understand causation for diagnosis and treatment
social science and QOL model
focus on dimensions of functioning and overall well being
outcome
change in patient current or future health that can be attributed to antecedent health care
poor internal validity
FOTO
database contains clinical data from clinics to do outcomes
clinical epidemiology
applying principles of population based evidence to the management of individual patients
science of making predictions about individual patients by counting clinical events in groups of similar patients
clinical prediction rules
quantification of relative importance of factors that may effect patients outcome
prevalence
proportion of population that exhibits a specified condition at any given time
incidence
proportion of population that sustains a specified injury within a specific period of time
probability
based on prevalence in particular population, clinical presentation
based on incidence, injury susceptibility
criterion positive case
true positive, false negative
crtierion negative
true negative, false positive
sensitivity
identification of condition that exists
specific
exclusion of condition that does not exist
high specificity and postivie result
rule in
high sensitivity and negative results
rule out
likelihood ratio
reflect magnitude of difference in proportions of true vs false results
likelihood that a given test result would be expected in a patient with the disorder compared to the same result expected without disorder
LR of 1 lacks diagnostic value , over 1 increase odds for criterion positive, less than 1 is decrease odd for criterion positive
relative risk
ratio of probability for specified outcome for one group in relation to that of another group
same= 1
over 1 RR increase risk
less than 1 decreased risk of outcome
odds ratio
ratio of odds for specified outcome for one group in relation to the odds for another group
case control studies
MCID
smallest difference in score in domain of interest which patient perceive as beneficial
efficacy
level of benefit observed, under ideal conditions, defined population of subjects
effectiveness
level of benefit expected when in normal practice setting and typical patients
strongest evidence vs weakest evidence
systematic review and double blind RCT, expert opinion
what is the pyramid of research types starting with highest
systematic review/meta analyses, RCT, cohort studies, case control study, case series/case reports, editorials/expert opinion
meta analysis
quanitative analysiss that is focused on contrasting and combining results from different studies in the hope of identifiy patterns amoung results, sources of disagreement amoung those results, or other interesting relationships that may come to light in the context of multiple studies
forest plot
graphical representation of meta analysis
characteristics of RCT
random assignment of patient, prospective manipulation of variables, precise measurement of variables, rigorous control of extraneous variables, strong internal validity, provides evidence of treatment efficacy
quasi study
Intervention + NO random assignment → compare groups
used when randomization is not ethical
delphi technique
method of group decision making and forecasting that involves successively collating the judgements of experts
practice reccommendation, search categories, PT education
epidemiology
study society’s collective health
study of pattern, causes, effects of health and disease in defined populations
cohort (common in medical research) study
group of defined people with common experience over a defined period of time
-usually prospective (cause to effect hypothesis)
varaibility in subject exposure to risk factors, not exposed then control, large number of subjects and ling duration required
observational (quasi experimental) cohort study
analytic epidemiology, observation to determine differences in incidence of injury in relation to risk factors
observational (quasi experimnental) case control study
usually retrospective (effect to cause hypothesis)
closely match as many factors as possible
odds ratio
measures the association between exposure and a disease, greater value the greater the association
case series
information on series of patient having same injury/illness
no control or comparison group
case report
information about a single patient
good for unusual events or rare cases
what is the gold standard of systematic reviews
cochrane
hierarchy of evidence from originial journal articles
original journal articles, evidence based journal abstracts, systematic reviews, evidence based journal abstract, evidence based clinical practice guidelines/evidence based textbooks, computerized decision support system
what helps external validity
sampling, randomization, large sample size, long term outcomes, methods that are user friendly
nominal data
categories with no order (female and male)
ordinal data
categories with an order but the distance between ranks is not uniform (likert scale)
interval data
ordered precisely and continously, equal intervals between data but no true zero (temperature in centigrade)
ratio data
ordered precisely and continously and has natural zero point
like goniometry
nominal and ordinal vs interval and ratio
nominal and ordinal- quan/qual, nonparametric stats used to analyze
interval and ratio - quan, use parametric stats
what is PICO
patient population or problem
intervention
comparison
outcomes