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Research Design & Statistics
N/A
48
Psychology
Undergraduate 3
10/08/2011

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Cards

Term
Properties of the abstract number system
Definition
Identity
Magnitude
Equal Intervals
True Zero
Term
Scales of Measurement
Definition
nominal, ordinal, interval, and ratio
Term
Nominal Scale
Definition
lowest level of measurement
"Naming scales"
Term
Ordinal Scale
Definition
Measure in order of magnitude
Term
Interval Scale
Definition
Properties of ordinal scales in addition to equal intervals between consecutive values on the scale
No true zero point (Like temp.)
Term
Ratio Scale
Definition
Provides the best match to the number system
Has a true zero
Has intervals between consecutive values
Term
Inferential Statistics
Definition
help us interpret what the data mean
Term
Descriptive Statistics
Definition
summarize, simplify, and describe large sets of measurement
Term
Cross-Tabulation
Definition
A useful way to categorize participants based on more than one variable at the same time.
Ex: gender and political affiliation
Term
What are the purposes of descriptive statistics?
Definition
-To describe data with just one or two numbers
-To provide a basis for later analyses using inferential statistics
Term
What are the types of differential statistics?
Definition
-Measures of central tendency
-Measures of variability
Term
Measures of Central Tendency
Definition
-Mean
-Median
-Mode
Term
Measures of Variability
Definition
-Range
-Average Deviation
-Variance
-Standard Deviation
Term
Variance
Definition
the average squared deviation of each score from the mean.
Term
Standard Deviation
Definition
Transforms the variance back into the same units as the original scores
Term
Standard Score/Z-Score
Definition
-transformation frequently used in research
-relative score
-score with a mean of zero
Term
Relative score
Definition
tells how a participant scored relative to the rest of the participants
Term
alpha level
Definition
arbitrary cutoff point used in deciding whether or not something is statistically significant
Term
Alpha level values
Definition
.05 or .01
Term
Types of Inferential Statistics
Definition
-The t-Test
-Analysis of Variance (ANOVA)
Term
effect size
Definition
a measure of the size of the difference between the group means in standard deviation units
Term
power
Definition
The capability of correctly rejecting the null hypothesis when it is false
Term
Validity
Definition
-NOT an all-or-nothing concept
-measure by quantifying the ability of the measure to predict other variables
Term
What is the relationship between reliability and validity?
Definition
A measure cannot be valid unless it's reliable, but it can be reliable without being valid.
Term
What are the types of reliability?
Definition
-Interrater Reliability
-Test-retest Reliability
-Internal Consistency reliability
Term
Interrater Reliability
Definition
index of the consistency of ratings between separate raters
Term
Test-Retest Reliability
Definition
Index in the consistency in scores over time
Term
Internal Consistency Reliability
Definition
Index of the homogeneity of the items of a measure
Term
What are the limitations of naturalistic research?
Definition
-poor representativeness
-poor replicability
-ex post facto fallacy
-experimenter bias
-experimenter reactivity
-ethical principles
Term
ex post facto fallacy
Definition
unwarranted causal conclusions from the observation of a contingent relationship
Term
Experimenter bias
Definition
any impact the researcher's expectations might have on the observations or recording of those observations
Term
Experimenter bias
Definition
any impact the researcher's expectations might have on the observations or recording of those observations
Term
Experimenter Reactivity
Definition
any action by researchers that tends to influence the response of participants
Term
Primary ethical concerns in naturalistic observation
Definition
confidentiality, researcher's access to sensitive material, and participants' informed consent
Term
Value of low-constraint research
Definition
-natural flow of behavior
-exploratory research
-unexpected events might provide new insight
-familiarize us with events, participants, or settings that are new to us
-enhance gneeralizability of research findings
-case studies
Term
What are floor effects?
Definition
Any aspect of the measuring instrument that limits the ability of the instrument to make discriminations at the bottom of the scale
Term
What are ceiling effects?
Definition
Any aspect of the measuring instrument that limits the ability of the instrument to make discriminations at the top of the scale
Term
How are the scale attenuation effects related to effective range?
Definition
Ceiling and floor effects decrease the effective range
Term
What is the difference between frequency distribution and grouped frequency distribution?
Definition
Frequency distribution deals with individual scores; grouped frequency distribution lists the frequency of the scores in equal-sized INTERVALS
Term
Who is considered the father of clinical psychology?
Definition
E.L. Whitmer
Term
What is negative skew?
Definition
"tail" toward zero; scores clumped around higher numbers
Term
What is positive skew?
Definition
"Tail" toward the right; scores clumped around lower numbers
Term
Why is a z-score useful?
Definition
-helps avoid negative numbers & zero
-easily converted into percentile rank
Term
Measurement error
Definition
distorts the scores so that the observations do not accurately reflect reality
Term
What is the best way to reduce measurement error?
Definition
Develop a well-thought-out operational definition of the measurement procedure and diligently use the operational definition in the research
Term
Operational Definition
Definition
a definition of a variable in terms of the procedures used to measure and/or manipulate it.
Term
Archival Measure
Definition
Records which may provide information about events that have already occurred (school records, marriage & divorce records, driving records, census data, etc.)
Term
measurement reactivity
Definition
phenomenon of participants behaving differently than they might normally because they know that they are being observed
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