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Research Design Quantitative Methods Chapters 7-11

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longitudinal survey   date is collected at two or more times ex: trend survey, cohort survey, panel survey, and follow up survey.  
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conducting survey research   questionnaire (written collection of survey questions) interview (oral, in person question and answer session), structured items (closed ended items), unstructured item (complete freedom of response open ended ?)  
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correlational research   treated as a type of descriptive research primarily because it describes an existing condition, relationship exists between two or more variables.  
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common variance   part of correlation research, shared variance, extent to which variables vary in a systematic way.  
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statistical significance   probability that the results would have occurred simply due to chance.  
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relationship study   gain insight into variables or factors that are related to a complex variable.  
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Pearson r   measure of correlation that is appropriate when both variables to be correlated are expressed as continuous data ex: ratio or interval  
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Spearman rho   if the data for at least one variable are expressed as rank or ordinal data referred to  
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criterion   variable that is predicted  
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prediction study   attempt to determine which of a number of variables are most highly related to the criterion variable.  
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causal comparative research   attempts to determine the cause, or reason for existing differences in the behavior of groups.  
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Experimental research   manipulates at least on independent variable, controls other relevant variables and observes the effect on one or more dependent variable  
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Internal Validity   degree to which observed differences on the independent variable are a direct result of manipulation of the independent variable, not some other variable.  
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External Validity   ecological validity is the degree to which study results are generalizable or applicable to groups and environments outside the experimental setting.  
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pretest-posttest control group design   requires at least two groups each of which is formed by random assignment.  
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posttest only control group design   same as the pretest-posttest control group design except there is no pretest participants are randomly assigned to at least two groups, exposed to the different treatments and posttested.  
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solomon four group design   combination of the pretest-posttest control group design and the posttest-only control group design. design involves random assignments of participants to one of four groups.  
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Quasi-Experimental Design   when it is not possible to assign subjects to groups randomly, designs are available to the researcher. they provide adequate control of threats to validity.  
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Control   group of participants in a research study who either receive a different treatment than the experimental group or are treated as usual.  
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correlation coefficient   a decimal number between -1.00 and +1.00 that indicates the degree to which two variables are related.  
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descriptive research   research that determines and describes the way things are involves collecting numerical data to test hypotheses or answer questions about the current subject of study. SURVEY RESEARCH  
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dependent variable   the change or difference in a behavior or characteristic that occurs as a result of the in independent or grouping variable also called effect, outcome, or posttest.  
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convenience sampling   process of including whoever happens to be available in a sample. Accidental or Haphazard sampling.nonrandom sampling  
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factorial design   experimental design that involves two or more independent or grouping variables at least one of which is manipulated, to study the effects of the variables individually and in interaction with each other.  
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independent variable   behavior or characteristic under the control of the researcher and believed to influence some other behavior or characteristic. Experimental variable, Manipulated variable, cause or treatment.  
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interaction   situation in which different values of the independent or grouping variable are differentially effective depending on the level of a second (control) variable.  
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inferential statistics   data analysis techniques for determining how likely it is that results obtained from a sample or samples are the same results that would have been obtained for the entire population.  
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purposive sampling   process of selecting a sample that is believed to be representative of a given population. JUDGMENT SAMPLING non random sampling  
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simple random sampling   process of selecting a sample in such a way that all individuals in the defined population have an equal and independent chance of selection for the sample.  
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systematic sampling   sampling in which individuals are selected from a list by taking every certain number  
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stratified sampling   purposive process of selecting a sample: population is subdivided into subgroups, and participants are strategically selected from each subgroup.  
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Group design   the design with groups  
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Treatment   modifying or altering something  
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Cluster: simple and two stage   any location that contains an intact group with similar characteristics (population members)  
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Snowball   Nonrandom sampling, is a technique for developing a research sample where existing study subjects recruit future subjects from among their acquaintances.  
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