Basic Science Flashcards
Case series
retrospective analysis of a group of patients
no comparison group
Cross sectional study
single time frame sampling of a population
usually a survey
Case-control study
Retrospective comparison of a group of patients with similar conditions
What type of study allows for calculation of an odds ratio?
case-control
Cohort study
Prospective comparison of a group of patients with similar condition
What type of study allows for calculation of relative risk?
cohort
What type of study allows for calculation of incidence?
cohort (bc it is the only study that gathers data prospectively).
Phase 1 FDA
initial drug safety
dose finding
Phase 2 FDA
determine if a drug works
compare to other intervention
Phase 3 FDA
confirm efficacy with large trial
100s of subjects
Phase 4 FDA
long term safety (post-marketing)
What FDA Phase is most common for failure of a device/drug?
Phase 2
Level of Evidence based on study type
1: RCT or meta-analysis
2: cohort
3: case-control
4: case series, cross-sectional
5: expert opinion
Reasons for downgrade of a study (4)
- heterogenous results
- < 80% follow-up
- no blinding
- concerns about randomization
A funnel plot examines…
bias in the results of a meta-analysis.
Relative risk =
risk in exposed/risk in unexposed
measures the incidence
Odds ratio =
probability an event WILL occur/probability an event will NOT occur
What study measures prevalence?
cross-sectional
Channeling bias
subjects unequally given treatment based on their features
ex patients older than 40 having a higher rate of receiving allograft for ACL recon
citation bias
more likely to believe a study in a top journal
publication bias
positive results are more likely to be published
Categorical data
nominal or ordinal
Nominal data
can be labeled into exclusive categories within a variable that cannot be put into a specific order
(ex. blood type, eye color, gender)
Ordinal data
categories that can be ordered
ex. satisfaction level, pain level, SES status, educational status
Continuous data
interval or ratio
What type of statistical test to use for categorical data
Chi square test
or Fischer’s exact test for SMALL groups
How to know if data is normally distributed
either they show you a bell curve (or they tell you)
If there is abnormally distributed data, you will most likely perform a…
Mann-Whitney U test.
What to calculate if you need to determine relationship between 2 variables of continuous data?
pearson correlation coefficient
What to calculate if you want to predict outcomes from variables?
regression
Sensitivity represents…
the ability to detect disease
ability to detect true positives
Sensitivity =
TP/(TP + FN)
Specificity represents…
the ability to detect health
ability to detect true negatives
Specificity =
TN/(TN + FP)
PPV =
TP/(TP+FP)
NPV =
TN/(TN+FN)
Type I Error
false positive
incorrectly conclude that an association exists when it does NOT
only willing to accept this 5% of the time (p < .05)
Type II error
false negative
incorrectly conclude that an association does not exist when it DOES
willing to except this 20% of the time
A high NNT indicates…
low effectiveness.
Power is…
probability of finding a significant association if one truly exists.
5 things that affect power
alpha beta effect size variance sample size
Moment is…
the rotational effect of a force.
Torque is…
the moment perpindicular to the long axis causing rotation.
Mass moment of inertia is…
resistance to rotation.
moment =
force x distance
Stress is…
the intensity of force acting on an object.
Stress = force/area
Strain is…
the deformation of an object due to stress.
Strain = change in height/original height
What are the units for strain?
no units
Hooke’s Law
when a material is loaded in the elastic zone, the stress is proportional to the strain
The yield point is…
the transition between elastic and plastic deformation.
Young’s modulus of elasticity is the ability to…
resist deformation in the elastic zone
represents stiffness
Ultimate strength is…
the maximum stress the material can sustain before breaking.
(BUT this is NOT the breaking point).
Necking represents…
the reduction of cross-sectional area. A local incresase in stress but overall decrease stress.
Necking begins after…
the ultimate strength.
Breaking point is…
the failure of the material.