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40 Cards in this Set

  • Front
  • Back
the nurse researcher is reading about bivariate descriptive stats. bivariate descriptive stats describes how many relationships between variables?
2
what is the name for the shape of the distribution that occurs when the nurse researcher has a bell shaped curve distribution?
normal
what is the highest measurement level
ratio
what type of data can researchers summarize and describe with descriptive stats?
quantitative
what index expresses the estimated proportion of people who would be spared from an adverse outcome through exposure to an intervention
absolute risk reduction
what is standard deviation
the average amount of deviation of values from the mean and is calculated for every score
the nurse researcher is examining how spread out the data is. which are measures of variability
range and variance
what is the value that occurs most frequently in a distribution
mode
correlation coefficients describe the direction and magnitude of a relationship between how many variables
2
there are 4 level of measurement. what is nominal measurement
classification of characteristics into mutually exclusive categories
what is ordinal measurement
ranking of objects based on their relative standing on an attribute
the independent is the treatment group. the dependent is the infants length of stay in the hospital after birth. what is the appropriate statistical test
ANOVA
what is the major factor affecting the standard of error of the mean
sample size
the independent variable is weight gain during pregnancy. the dependent variable is the infants birth weight. what is the appropriate test statistic
pearson r
what occurs with type II error
there is a false negative relationship between research variables
the nurse researcher is reading about standard deviation of a sampling distribution. what is this called
standard error
what does hypothesis testing through statistical procedures enable researchers to do
make objective decisions about the validity of the hypothesis
what is a null hypothesis
there is no relationship between the variables
what must the nurse researcher estimate is power analysis
effect size
what does inferential statistics permit the researcher to do
generalize to a population based on data form a sample
what occurs with type I ERROR
there is a false positive relationship based on the data from the sample
stats inference consists of two approaches: estimating parameters and testing hypotheses. what is point estimation
provides a single descriptive value of the population estimate
a 95% confidence elevel is associated with how many SD units
1.96
small samples are problematic in multiple regression and other multivariate procedures. what type of errors can inadequate sample size lead to
type II
multivariate stats procedures are increasingly being used in nursing research to untangle complex relationships among a minimum of how many variables
3
what is linear regression
make predictions about the values of one variable based on values of a second variable
what is multiple simultaneous regression
enters all predictor variables into the regression equation at the same time
what is dependent variable of interest for survival analysis
time
what is multiple regression
methods of predicting a continuous dependent variable on the basis of two or more independent variables
what is beta weight
standardized regression coefficient
what is statistical procedure when a nurse researcher wants to predict whether pressure ulcers develop n clients with fractured hips using age, weight, gender as predictors
discriminant analysis
one approach to estimate sample size needs the ratio of a predictor variables to total number of cases. some experts recommend a ratio of 20 to 1 for which regression
simultaneous and hierarchal
with 2 or more independent variables, the index is the multiple correlation coefficient or R. What is the range for R?
0-1
a meta-summary involves developing a list of abstracted findings from the primary studies. what is the percentage of studies that contain a given findings called.
frequency
what is a publication bias
stems from under representation of nonsignificant findings in the published literature
what is considered an advantage of meta analysis
enhanced power
constructing a funnel plot wil assist in determining how may studies with what type of results to reverse the conclusion of a significant finding
nonsignificant
evidence based practice relies on rigorous integration of research evidence on a topic through systematic reviews. what is systematic review?
use of carefully developed sampling and data collection procedures that are spelled out in advanced in a protocol
what is similar in the steps for both quantitative and qualitative integration
searching the literature for primary studies
what is a common scenario in meta analysis
comparing two groups on a continuous outcome