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