PolioTrials | R Documentation |
The data frame PolioTrials
gives the results of the 1954 field trials to test the Salk polio vaccine
(named for the developer, Jonas Salk), conducted by the National Foundation for Infantile Paralysis (NFIP).
It is adapted from data in the article by Francis et al. (1955).
There were actually two clinical trials, corresponding to two statistical designs (Experiment
),
discussed by Brownlee (1955). The comparison of designs and results represented a
milestone in the development of randomized clinical trials.
data(PolioTrials)
A data frame with 8 observations on the following 6 variables.
Experiment
a factor with levels ObservedControl
RandomizedControl
Group
a factor with levels Controls
Grade2NotInoculated
IncompleteVaccinations
NotInoculated
Placebo
Vaccinated
Population
the size of the population in each group in each experiment
Paralytic
the number of cases of paralytic polio observed in that group
NonParalytic
the number of cases of paralytic polio observed in that group
FalseReports
the number of cases initially reported as polio, but later determined not to be polio in that group
The data frame is in the form of a single table, but actually comprises the results of two separate
field trials, given by Experiment
. Each should be analyzed separately, because the designs
differ markedly.
The original design (Experiment == "ObservedControl"
)
called for vaccination of second-graders at selected schools in selected areas
of the country (with the consent of the children's parents, of course).
The Vaccinated
second-graders formed the treatment group.
The first and third-graders at the schools were not given the vaccination, and formed the
Controls
group.
In the second design (Experiment == "RandomizedControl"
)
children were selected (again in various schools in various areas),
all of whose parents consented to vaccination.
The sample was randomly divided into treatment (Group == "Vaccinated"
),
given the real polio vaccination,
and control groups (Group == "Placebo"
),
a placebo dose that looked just like the real vaccine.
The experiment was also double blind: neither the parents of a child in the study nor the doctors treating the child knew which group the child belonged to.
In both experiments, NotInnoculated
refers to children who did not participate in the experiment.
IncompleteVaccinations
refers to children who received one or two, but not all three
administrations of the vaccine.
Kyle Siegrist, "Virtual Laboratories in Probability and Statistics", http://www.math.uah.edu/stat/data/Polio.xhtml
Thomas Francis, Robert Korn, et al. (1955). "An Evaluation of the 1954 Poliomyelitis Vaccine Trials", American Journal of Public Health, 45, (50 page supplement with a 63 page appendix).
K. A. Brownlee (1955). "Statistics of the 1954 Polio Vaccine Trials", Journal of the American Statistical Association, 50, 1005-1013.
data(PolioTrials) ## maybe str(PolioTrials) ; plot(PolioTrials) ...