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49 Cards in this Set
- Front
- Back
this is a type of research that has as its goal a careful mapping of what and how many, not why or how
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descriptive research
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what are three major functions of descriptive research?
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(1) to provide the groundwork for studying complex behavior
(2) to raise questions that can be tested in relational or experimental studies (3) to give fellow practitioners something concrete to which they can relate their own practice |
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what are the three major types of descriptive research?
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(1) case study
(2) enumerative survey (3) classification research |
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this type of study is sometimes referred to as a biography; is an excellent metho for examining the behavior of a single individual in great detail
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case study
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what are four main uses of case studies?
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(1) to illustrate some form of behavior by protypical example
(2) to demonstrate important methods or procedures (3) to provide a detailed account of rare or unusual phenomenon (4) as a source of hypotheses for future studies |
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what are four possible problems with case studies?
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(1) bias
(2) lack of experimental control (3) potentially poor generalizability (4) weak evidence |
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what are two strengths of case studies?
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(1) it only takes one case to break a rule or demonstrate a weakness in a theory
(2) case studies are most easily recognizable by clinicians as relevant to clinical practice |
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this type of study is used for quantification of disease occurrence, specification of incidence, or specification of prevalence
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enumerative survey
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what are three possible problems with enumerative surveys?
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(1) identification of individuals with disease
(2) representativeness (3) cannot be used to make valid causal inferences |
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what is a strength of enumerative surveys?
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it is a valuable source of information for making judgments regarding diagnoses or policies related to staffing and other management issues
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this type of studies are useful in determining ways in which people may be grouped in meaningful ways and developing and testing sets of categories for use in clinical practice
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classification research
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what are two possible uses for classification research?
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(1) optimizing management of patient conditions
(2) assisting in management decisions regarding allocation of resources |
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what are four possible problems of conducting classification research?
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(1) large numbers of subjects are needed
(2) measurement techniques must be valid and reliable (3) gold standards are needed to test sensitivity and specificity of diagnostic tests (4) theory should guide research, but the theory may not be well developed or may be controversial |
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what are two strengths of classification research?
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(1) should facilitate efficacy research
(2) should make judgments regarding therapy more reliable and predictable |
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what are three sources of data in descriptive research?
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(1) observations by individual investigators
(2) patient self-report surveys/interviews (3) secondary records/records made by others |
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what are three logical requirements of measurement?
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(1) well-defined measurement scales with mutually exclusive and exhaustive categories
(2) operational definitions (3) validity and reliability |
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this measure insures that results are applicable to individuals of importance, need to pay particular attention to inclusion and exclusion criteria
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representativeness
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what are the 6 main types of statistics used in descriptive research?
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(1) sums
(2) quotients, ratios, percentages (3) ranks, percentiles (4) rates (5) measures of central tendency (6) measures of dispersion |
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this is a proces in which one poses an important answerable question and then systematically answers it in convincing ways
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research
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this fully describes the details of a study, including the conditions surrounding it, and ways in which subjects are selected, ways in which confounding variables and other factors will be controlled
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research design
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asks the question whether it is true if the independent variable caused a difference in the dependent variable
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internal validity
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asks the question whether it is safe to generalize the results to the population of interest
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external validity
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this is a measure of dispersion that reflects the deviations of individual scores from the group mean
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variance
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this type of variance is observed consistent variation in the dependent variable that is directly related to the independent variable
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primary variance/effect
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this type of variance is the observed consistent variation in the dependent variable that is directly related to factors other than the independent variable
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secondary variance/bias
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this type of variance is the random, inconsistent variance in the dependent variable related to factors other than the independent variable
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error variance/within group variation/random error
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what type of variance do we want to maximize?
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primary
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what type of variance do we want to minimize?
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error
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what type of variance do we want to control?
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secondary
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what are two techniques for maximizing primary variance?
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(1) selecting extreme values
(2) selecting several values |
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what are four possible sources of error variance?
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(1) inconsistent experimental procedures
(2) inappropriate measuring device (3) inconsistent application of independent variable (4) individual differences |
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what are some possible sources of secondary variance?
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instrument decay, history, maturation, testing, statistical regression, differential attrition, selection bias, diffusion, compensatory equalization, compensatory rivalry, or resentful demoralization
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this is the primary technique for controlling most sources of secondary variance; the underlying assumption is that in the long run, it will result in equivalent, homogeneous groups that are truly representative of the population
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randomization
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what are two fundamental requirements of randomization?
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(1) all members of a population have an equal chance of being included in the sample
(2) selection of one subject has no bearing on selection of another subject (Statistical independence) |
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this type of random sampling involves subdividing the population into strata based on characteristics and then use probability sampling
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stratified random sampling
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this type of randomization is defining the population of interest and then using probability sampling technique
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free random sampling
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this type of random sampling involves successive random sampling using probability sampling techniques
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cluster sampling
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refers to systematic changes in a measuring devices characteristics over time
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instrument decay
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refers to those environmental events other than the independent variable that occur between the first and second testing
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history
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any systematic changes in an organism's biological or psychological condition over time
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maturation
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refers to the possible effects on an individual's score for a second test of a previous test
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testing
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refers to the fact that, with unreliable measures, extreme scores in a particular distribution will tend to move (regress) toward the mean of the distribution as a function of repeated testing
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statistical regression
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refers to differential loss of subjects from groups within the study
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differential attrition
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refers to any systematic differences other than those caused by the independent variable that are present when subjects are selected for comparison groups
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selection bias
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spread of treatment effects from treated to untreated groups
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diffusion
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when untreated subjects learn of the treatment received by others and demend the same treatment or something equally as good
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compensatory equalization
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when untreated subjects learn of the treatment received by others and work extra hard to see that the expected superiority of the treatment group is not demonstrated
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compensatory rivalry
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when subjects in untreated group learn that other groups are receiving special treatment and become less productive, efficient, and motivated because of feelings of resentment
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resentful demoralization
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complete randomization includes what two things?
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random selection and random assignment
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