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97 Cards in this Set
- Front
- Back
What is research?
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systematic process of data collection and data analysis for a specific purpose
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What is the goal of educational research?
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to explain, predict, and/or control phenomena
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When classified according to purpose, what type of research is illustrated when a computerized algebra program being used at Providence Elementary School is perceived to be an efficient and effective expenditure of district funds?
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evaluation research
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When classified according to purpose, what type of research is illustrated when a researcher is examining the effectiveness of a computer-based algebra program developed around a mastery learning model?
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basic research
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When classified according to purpose, what type of research is illustrated by the question, "How can disciplinary policies be enforced consistently at Luke Middle School?
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action research
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When classified according to approach, what type of research is associated with numerical data and the use of formally stated hypotheses?
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quantitative research
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When classified according to design, what type of research is illustrated by the question, "what kinds of activities typically occur in sixth grade art classes?"
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descriptive research
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When classified according to design, what type of research is illustrated by the question, "What is the relationship between the activities in math classrooms and student grades?"
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correlational research
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When classified by design, what type of research is illustrated by the question, "What is the effect of attending a charter school on student attitude and student achievement?"
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causal-comparative research
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When classified by design, what type of research is illustrated by the question, "What is the effect of teaching with manipulatives v. traditional algorithm approach on students' test scores?"
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experimental research
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When classified by design, what type of research is illustrated by the question, "Why does a sense of failure and hopelessness permeate everything at Jonesboro High School?
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ethnographic research
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What is the major difference between true experimental research and quasi-experimental research?
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random assignment of subjects to groups
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What is the major difference between experimental research and non-experimental research?
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investigation of causation
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In a mixed-method research design, what two components are "mixed?"
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quantitative and qualitative research
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What is a research "problem?"
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one or more sentences indicating the goal, purpose, or overall direction of a study
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What are four general characteristics of a research problem?
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-implies the possibility of empirical investigation
-identifies a need for the research -provides focus -provides concise overview of research |
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What are the two major ways of stating the research problem?
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as a problem/purpose statement or as a research question
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What is the major difference between a researchable problem and a non-researchable problem?
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implies the possibility of data collection
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What are the characteristics of a qualitative research problem?
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-general as opposed to specific
-open-ended as opposed to closed -evolving as opposed to static -process oriented as opposed to outcome oriented |
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What three components are included in a well-written problem statement?
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type of research design, variables of interest, and subjects of study
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What type of variable is manipulated? measured?
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independent variable; dependent variable
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What is an extraneous variable?
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affects the dependent variable but is not controlled by the researcher
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What is a hypothesis?
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a tentative statement of the expected relationship between variables
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In a research report, where is the hypothesis written?
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at the end of the review
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What is a statistical hypothesis?
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a statement of a relationship of difference that can be tested statistically
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What is a null hypothesis?
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a statement that no relationship or no difference exist when tested statistically
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What is the general purpose of a literature review?
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to relate previous research to the current problem being investigated
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What is the first recommended step in a literature review?
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review secondary sources
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What are three examples of secondary sources?
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textbooks, scholarly books, encyclopedias, handouts, yearbooks, reviews, etc.
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What is a meta-analysis?
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quantitative summary of studies investigating the same problem
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What is the statistic most often associated with meta-analysis?
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effect size
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What is the second recommended step in a literature review?
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identify key terms
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What database contains abstracts of research reports not published in journals, such as conference papers?
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resources in education (RIE)
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What are primary sources in a literature review?
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articles that report original research
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What is a statistical hypothesis?
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a statement of a relationship of difference that can be tested statistically
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What is a null hypothesis?
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a statement that no relationship or no difference exist when tested statistically
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What is the general purpose of a literature review?
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to relate previous research to the current problem being investigated
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What is the first recommended step in a literature review?
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review secondary sources
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What are three examples of secondary sources?
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textbooks, scholarly books, encyclopedias, handouts, yearbooks, reviews, etc.
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What is a meta-analysis?
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quantitative summary of studies investigating the same problem
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What is the statistic most often associated with meta-analysis?
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effect size
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What is the second recommended step in a literature review?
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identify key terms
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What database contains abstracts of research reports not published in journals, such as conference papers?
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resources in education (RIE)
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What are primary sources in a literature review?
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articles that report original research
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What are referred journals?
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those in which articles have undergone extensive review by multiple experts prior to publication
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What is the most common "connecting word" that narrows a literature review?
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and
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What is the most common "connecting word" that broadens a literature review?
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or
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What is the general organization of a well-written literature review?
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from least-related to most-related to the problem
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Is a literature review organized by topic or author?
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topic
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What four words as presented in class identify the purposes of a literature review?
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summarize, organize, criticize, and synthesize
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What term in research is defined as "the extent to which the results of a study can be reasonably extended from the sample to the population?
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generalizability
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What two words identify the key idea in random sampling?
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equal and independent
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What sampling technique calls for the selecting of subjects so that relevant subgroups in the population are guaranteed representation?
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stratified random sampling
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What sampling technique calls for the selecting of subjects by using groups that have similar characteristics and in which subjects can be found?
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cluster sampling
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What sampling technique calls for the selecting of every Kth subject from a list of the members of the population?
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systematic sampling
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What sampling techniques calls for the selection of participants based on their availability?
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convenience sampling
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What sampling technique calls for the selection of participants based on the researcher's experience and knowledge of the individuals being sampled?
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purposeful sampling
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What sampling technique calls for the selection of participants based on the exact characteristics of individuals in the sample when it is impossible to list all members of the population?
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quota sampling
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What is the greatest problem with any non-probability sampling technique?
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generalizability
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What is the term in research defined as "the difference between the "true" results and the "observed" result that can be attributed to using samples rather than populations?
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sampling error
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As a rule of thumb, what is the minimum sample size for experimental research studies?
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30(15 per group)
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As a rule of thumb, what is the minimum number of response for survey research studies?
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250
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As a rule of thumb, what is the minimum number of responses for correlational research studies?
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30
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As a rule of thumb, what is the minimum return percentage for survey research studies?
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60%
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What measurement scale refers to ordered categories, such as class rank?
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ordinal scale
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What measurement scale has an absolute zero, such as time and weight?
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ration scale
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What type of test has scores which are interpreted relative to a predetermined level of performance?
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criterion-referenced test
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What affective scale is the most popular in educational research?
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Likert Scale
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What test characteristic is defined as "the extend a test measures what it is supposed to measure?"
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validity
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What test characteristic is defined as "the degree to which a test consistently measures whatever it is measuring?
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reliability
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What source of test information provides factual data on all known tests, providing objective reviews?
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Mental Measurement Yearbooks (MMY)
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What type of survey collects data at two or more times to measure change?
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longitudinal survey
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What type of survey collects data from several samples at one point in time?
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cross-sectional survey
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What type of non-experimental research establishes relationships or makes predictions?
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correlational research
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What two points identify the range of a correlation coefficient?
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-1.0 to +1.0
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What statistical test, as presented in class, determines the relationship between two variables?
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Pearson r
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What non-experimental research design attempts to determine the cause for preexisting differences in groups of individuals?
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causal-comparative research
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What is the main purpose of experimental research designs?
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to test cause and effect relationships
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What are the two major characteristics of experimental designs?
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manipulation of the independent variable and control of the extraneous variables
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What term in research is defined as "the researcher's efforts to remove the influence of any extraneous variable that might have an effect on the dependent variable?
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internal validity
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What are the three major means by which a researcher can achieve control?
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-randomization
-matching -comparing homogeneous groups |
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What is the major difference between a true experimental design and a quasi-experimental design?
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randomization of subjects
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What are the three major true experimental research designs?
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-pretest-postest control group design
-posttest only control group design -Solomon four-group comparison design |
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What are the three quasi-experimental research designs?
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-non-equivalent control group design
-time series design -counterbalanced design |
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What are six threats to internal validity?
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history, selection, maturation, pretesting, instrumentation, statistical regression, diffusion of treatment, etc.
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In experimental notation, what does the "R" indicate? the "O?" the "X?" the "A?"
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randomization (R)
observation (test) (O) treatment (X) group (A) |
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What are the major means of central tendency?
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mean, median, and mode
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Which measure of central is most sensitive to extreme scores?
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mean
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Which measure of variability is the difference between the highest score and the lowest score?
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range
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Which measure of variability is the average distance of the scores from the mean?
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standard deviation
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What is the purpose of inferential statistics?
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to draw inferences about a population on the basis of an estimate from a sample
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What is another term for statistical hypothesis which says there is no difference between groups or no relationship between variables?
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null hypothesis
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What term in research is defined as "the probability of being wrong in rejecting the null hypothesis?
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level of significance
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What type of error is indicated by rejecting the null hypothesis when it is true?
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Type I error
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What are the three most common levels of significance used in educational research?
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.01, .05, and .001
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What inferential statistical test of significance is used to compare the means of two groups?
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t-test
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What inferential statistical test of significance is used to compare the means of three or more means?
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analysis of variance (ANOVA)
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