Physics #11 Flashcards
scientific method
a set of steps that defines the appropriate order of events to structure and carry out an experiment
experimentation data collection
involves manipulating and controlling variables
observation data collection
involves no changes in the subject’s environment
Put the steps of the scientific method in the correct order: publish collect new data gather data and resources analyze the data generate a testable question verify results form a hypothesis interpret the data and existing hypothesis
generate a testable question gather data and resources form a hypothesis collect new data analyze the data interpret the data and existing hypothesis publish verify results
hypothesis
the proposed explanation or proposed answer to our testable question
what format do hypotheses usually follow?
if-then statements
what are the 5 questions asked using the FINER method to determine if a research question will add to the body of scientific knowledge in a practical way and within a reasonable time perioid?
- feasible: gather materials, subjects, time, financial constraints
- interesting: is there utility in the answer
- novel: has the question already been asked
- ethical: are there any ethical violations associated with answering the research question
- relevant: will it effect people outside of the research field too
In order to make generalizations about our experiments, we must make sure that the outcome of interest would not have occurred without our intervention, therefore we use ____
controls
positive control
ensure a change in the dependent variable when it is expected
ex: in testing the development of a new assay for detection of HIV, administering actual HIV to the assay should result in a positive result
negative control
ensure no change in the dependent variable when no change is expected
Ex: in testing the development of a new assay for detection of HIV, known non-HIB samples used in the assay should result in a negative result
placebo effect
an observed or reported change when an individual is given a sugar pill or sham intervention.
in basic science research, we manipulate the ______ and measure or observe the ____
independent variable
dependent variable
when is a relationship said to be causal?
when a change in the independent variable always precedes a change in the dependent variable, and when the change in the dependent variable does not occur in the absence of the experimental intervention.
On a graph, the independent variable belongs on the ____ axis and the dependent variable belongs on the ____ axis
x axis
y axis
accuracy/validity
the ability of an instrument to measure a true value
Ex: accurate scale should measure a 170 pound person as 170 pounds
precision/reliability
the ability of the instrument to read consistently or within a narrow range.
because bias is a systematic error in data, only an ______ tool will introduce bias
inaccurate
controls in experiments are used to establish _____
causality
randomization
the method used to control for differences between subject groups in biomedical research.
a proper randomization algorithm will be equivalent to a ____
coin toss or die roll
blinded
the subjects or investigators do not know which group certain individuals are in
sinlge-blind experiments
only the patient or the assessor is blinded
double-blind experiments
the investigator, subject, and assessor all do not know the subject’s group
discuss binary, continuous, or categorical variables
binary: yes or no
continuous: scale: cardiac output
categorical: state of residence
confounding variable
In statistics, a confounder is a variable that influences both the dependent variable and independent variable, causing a spurious association.
what are the 3 types of observational studies in medicine?
cohort, cross-sectional, case-control
cohort studies
subjects are sorted into groups based on differences in risk factors (exposures) and then assessed at various intervals to determine how many subjects in each group had a certain outcome.
Ex: follow groups of smokers and non smokers and observe lung cancer incidence.
cross-sectional studies
snapshot
categorize patients into different groups at a single point in time