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52 Cards in this Set
- Front
- Back
a statement that reflects the research question, stated in positive terms, and represents the researcher's prediction or opinion
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hypothesis
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an assumption that there is no statistically significant difference between the groups being studied
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null hypothesis
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agreement of examiners who are involved in data collection with a set standard of performance
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calibrated
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the degree to which an instrument measures what it is intended to measure
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Validity
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consistency and stability of the data collected in a study
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Reliability
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agreement of findings by two or more examiners
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Interrater Reliability
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consistency of findings by one examiner with those previously recorded by the same examiner
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Intrarater Reliability
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the entire group, or whole unit of individuals, having similar characteristics to which the results of an investigation can be generalized
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Population
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a term relating to numeric characteristic of a population.
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Parameter
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the people from whom information is being collected and to whom the researcher would like to generalize the finding of a study
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Target Population
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a subset or portion of the entire population
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sample
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numeric characteristics of samples
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statistic
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(trial run) a preliminary study performed in preparation for a major study
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pilot study
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a sample in which each member of a population has an equal chance of being included, thus preventing the possibility of selection bias by the researcher
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random sampling
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random selection of subjects from two or more subdivisions of the population
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stratified sampling
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selection of subjects by including every nth person on a list
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systematic sampling
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a sample, provided through personal judgment, of subjects who are more representative of the population
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purposive (judgmental) sampling
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a group of individuals who are most readily available to be subjects in a study.
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convenience sampling
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the sample group of subjects in a study who receive the experimental treatment or intervention
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experimental group
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the group of subjects in a study who do not receive the experimental treatment or intervention
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control group
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the experimental treatment or intervention that is imposed on the experimental group
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independent variable
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a characteristic or concept that varies, or differs, within the population under study
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variable
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the variable thought to depend on or to be caused by the independent variable; the outcome variable of interest
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dependent variable
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pieces of information collected from measurements and counts obtained during the course of a research study
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data
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collected information that is counted only in whole numbers
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discrete data
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a type of collected information described as measurements made from a particular value, such as from temperature, scores on tests, or time; can be any value along a continuum
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continuous data
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a scale of measurement in which characteristics or numbers are assigned into categories by name only
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nominal
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a scale of measurement that orders data into categories in rank order; the space between these categories is undefined
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ordinal
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a scale of measurement that determines quantities; characterized by having order and equal distance between points on the scale
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interval
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a scale of measurement that not only has all the qualities of nominal, ordinal, and interval but also has an absolute zero, such as age, height, and weight
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ratio
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used to describe and summarize data; determine information only about the sample being studied
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descriptive statistics
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used to draw a generalization between the sample studied and the actual population
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inferential statistics
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average of the group; asum of all the values divided by the number of items
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mean
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the exact middle score or value in a distribution of scores; when teh total number of scores is even, the sum of the two middle scores, divided by two, provides the median
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median
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the score or value that occurs most frequently in a distribution of scores
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mode
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a measurement of the difference between the highest and lowest values in a distribution of scores
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range
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a method of measuring the way in which individual variables are located around the mean; a common technique of measuring interval and ration variables
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variance
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the positive square root of the variance
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standard deviation (sd)
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standard deviation equation
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Sd =√sum of (data point- mean)²
Number of values |
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a statistical method of determining whether a variation in one variable may be related to a variation in another variable
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correlation
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a technique used when data include interval or ratio scales of measurement; best used when teh sample is large and randomized and the population from which the sample is taken is normally distributed
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parametric
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an assumption that approximately 68% of the population falls within one standard deviation (SD) of teh mean, approximately 95% falls within 2 SDs of teh mean, and 99% lies with 3 SDs of the mean
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normal distribution
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a test used to analyze the difference between two means
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t-Test
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a commonly used test for parametrics; allows comparison among more than twoi means from different samples and compares interactions among the variability in multiple sample groups to the variability within groups
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analysis of variance (ANOVA)
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a statistical test used when assumptions about a normal distribution in the population cannot be met or when the level of measurement is nominal or ordinal
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nonparametric
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the most commonly used nonparametric test; is used to analyze questionnaire data and to determine whether a relationship exists between two variables
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chi-squared test
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a determination of how many subjects are needed to provide significance; calculated using a specific statistical formula based on what an examiner hopes to observe in a specific number of subjects
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power analysis
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a declaration of how likely it is that a study could have come to a false conclusion; the probability that the obtained results are due to chance alone
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P value
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based on statistical results, the researcher rejects the null hypothesis when it is true
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type 1 alpha error
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based on statistical results, the researcher accepts the null hypothesis when it is actually false
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type 2 beta error
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a journal in which articles have been reviewed by an editorial board of peers
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refereed
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a summary, confined approximately 200 words, that concisely defines a study;s purpose, methods, materials, and results; a brief description of the research, found at the beginning of a manuscript, designed to provide an overview of the study.
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abstract
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