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NCE Ch 8
Research and Program Evaluation
20
Education
Graduate
03/29/2011

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Term
Common Rule
Definition
outlines policies that guide researchers who use human subjects
Term
three types of research questions
Definition
relational: examine relationship btw variables
descriptive: examines/describes what already exists
causal: det. cause/effect relationship
Term
research hypothesis
Definition
testable statement involving expected relationships btw two or more variables

can be directional or non directional
Term
null hypothesis (H0)
Definition
a statement that there is no relationships btw IV and DV
Term
Alternate hypothesis (H1)
Definition
developed in order to be eliminated and address the question "what else cld be causing the results?"
Term
Type I error
Definition
when a decision is made to reject the null when it is actually true
Term
Type II error
Definition
decision made to retain the null when it is actually false and shld be rejected
Term
probability sampling
Definition
sampling a known population
Term
nonprobability sampling
Definition
accessing samples of convenience
Term
systematic sampling
Definition
every nth element is chosen, ex. every 10th person on a natl registry of school counselors is chosen
Term
stratified random sampling
Definition
population is divided into subgroups based on impt characteristics, draw randomly from the subgroups
Term
cluster sampling
Definition
counselor ids existing subgroups instead of indl participants
Term
blind study
Definition
participants are not aware of the condition to which they have been assigned
Term
double blind
Definition
neither researchers nor the participants knows if the participants belong to the experimental grp or the control grp
Term
internal validity
Definition
changes in the DV are due to the effects of the IV, the degree to which extraneous variables can be controlled strengthens a study's internal validity
Term
external validity
Definition
ability to generalize the results of a study to a arger group

two types:
population external validity (involves the population to which one can generalize

ecological external validity (involves the conditions or settings to which one can generalize)
Term
novelty effect
Definition
a new treatment produces positive results just bc it is novel to participants
Term
experimenter effects
Definition
bias of the investigator influences participants responses
Term
halo effect
Definition
professional counselor's subjective (usually positive) perceptions of the participant are generalized to other traits and characteristics
Term
Hawthorne effect
Definition
the presences of the investigator affects participants responses independent of any intervention (sometimes call reactivity)
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