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Research Methods
Exam #2
82
Psychology
Undergraduate 3
10/05/2010

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Term
Confederates
Definition
People enlisted by a researcher to act as other participants or "accidental" passersby, creating a particular social situation to which "real" participants then respond.
Term
intervening variable
Definition
Influenced by independent variable, which in turn influences the dependent variable
Term
State Characteristic
Definition
Temporary, changeable attribute that is influenced by situational factors
Term
Trait characteristic
Definition
Stable over time and not easily influenced by situational factors
Term
powerful design
Definition
when predicted relationship exists in nature, is more likely to produce a clear and convincing sample relationship

try to decrease variability among scores within each condition and to increase the differences among scores between conditions (minimize error variance and maximize differences in scores between conditions)
Term
error variance
Definition
Variability within scores that decreased the strength of a relationship. Larger error variance --> weaker relationship
Term
strong manipulation
Definition
involves conditions that are likely to produce large differences in scores between conditions

Created by: 1.) select amounts/ categories of IV that are substantially diff. from one another 2.) have participants experience condition sufficiently for it to dramatically influence their behavior
Term
Diffusion treatment
Definition
participants in one condition are aware of treatment given in other conditions

prevented by strong manipulation
Term
manipulation check
Definition
measurement, in addition to DV, that determines whether conditions had intended effect
Term
Forced-Choice procedure
Definition
participants must select from possible choices we provide

ex.) yes-no task, sorting task, self-reports, likert type: statement presented and rate response
Term
converging operations
Definition
different approaches that "converge" on same behavior
Term
scoring criteria
Definition
define system for assigning different scores to different responses determines when a response is correct or not, what constitutes beginning & end of responce, how to distinguish one from another

minimize inconsistency and bias
Term
sensitive dependent measure
Definition
produces different scores for small differences in behavior, let us detect even a small influence that a manipulation produces
Term
restriction of range
Definition
occurs when range of possible scores on a variable is limited
Term
ceiling effects
Definition
lowest potential scores from worst-scoring participants are very high

scores don't differ much because can't get much higher
Term
floor effects
Definition
highest potential scores from best participants are very low

scores don't differ much because can't get much lower
Term
practice trials
Definition
test participants as in real study, but ignore trails when analyzing the results (good for physical reactions)
Term
multiple trials
Definition
observe several times in condition so differences in motivation or attention balance out

--> more powerful design and more confidence in reliability
Term
order effects
Definition
any influence on performance of a particular trial that arises from its position in sequence of trials
Term
practice effects
Definition
influence on performance that arises from practicing task
Term
carry-over effects
Definition
influence that particular trial has on performance of subsequent trials
Term
response set
Definition
bias toward responding in a particular way because of previous response made
Term
counterbalancing
Definition
systematically changing the order of trials for diff. Ss in a balanced way to counter the biasing influence of any one order
Term
raters
Definition
people kept in dark "blind" to our hypothesis and the specific conditions they are viewing and who are trained to use our scoring criteria
Term
inter-rater reliability
Definition
extent to which raters agree on the scores they assign
Term
instrumentation effects
Definition
changes in measurement materials that occur because of use, making measurements less reliable
Term
pilot study
Definition
mini version of study that tests procedure prior to actual study

helps by examining ODs, create clear instructions, consider automation and multiple trials, watch out for order effects, or use multiple raters with high interval reliability
Term
demand characteristic
Definition
extraneous cue that guides or biases a participant's behavior
Term
Strack, Martin and Stepper (1988)
Definition
facial muscles used for smiling provide neurological feedback

example of researcher watching pen in mouth producing demand characteristics
Term
Participants (Re: demand characteristic)
Definition
bring w/ them certain attitudes
Term
reactivity
Definition
sensitive to being studied
Term
social desirability
Definition
people provide socially acceptable response
Term
enviro. demand characteristic
Definition
random noises, changes in lighting
Term
measurement demand characteristic
Definition
think opinion survery as personality test--> answer ideally
Term
experimenter demand characteristic
Definition
formality might inhibit ppl, experimenter expectancies!
Term
Controls for demand characteristics
Definition
1.) provide few cues as possible (single blind procedure), instructions simple, hide threatening equipment/comments, double blind

2.) make cues that must be present as neutral as possible, encourage participants to respond naturally and honestly
Term
habituation
Definition
familiarize participants w/ procedure before beginning actual date colection
Term
experimental realism
Definition
extent to which the measurement task engages participants
Term
unobtrusive measure
Definition
measure Ss' behavior w/o making them aware that the measurement is being made

placebo!
Term
selection criteria
Definition
define participants in terms of characteristics we require for them to participate in study
Term
volunteer bias
Definition
arises b/c sample contains only those indivs. who are willing to participate
Term
subject sophistication
Definition
bias occurs when participants are knowledgable about research
Term
between-subjects design
Definition
different group of participants is randomly selected for each condition of IV--> compare groups
Term
problems with random assignment
Definition
works less well w/ small groups
NOT guaranteed to balance Ss variable within each condition
Balance out variable effectively--> variable fluctuates within each condition
Term
collapsing
Definition
across variable combine scores from diff amounts of categories of that variable
Term
matched-group design
Definition
each Ss in 1 condition "matches a participant in the other conditions on one or more Ss variable
Term
pros and cons of balancing
Definition
Pro: be sure NO confounding
Con: might NOT find predicted relationship, increase error variance and pretesting may communicate demand characteristics
Term
pros and cons of Matched group design
Definition
Pro: greater internal validity
Con: Pretesting create diffusion, increase vaiability of score which leads to less power, small N
Term
pros and cons of limit pop. based on that variable so variable is constant
Definition
pro: increase internal validity y eliminating potential confounds, increase power by reducing error variance
con: too selective can overly restrict range of scores, decrease external vaildity
Term
within subjects/ repeated-measures design
Definition
Repeatedly measure the same participants under all conditions of an independent variable
Term
pretest-posttest design
Definition
participants are measured on the depenedent variable before they experience the condition of the IV and then again after they receive the treatment
Term
pros and cons of repeated-measures design
Definition
Pro: Should eliminate potential confounding from virtually all participant variables

Cons: indiv. change even from moment to moment--> become aware of all conditions--> diffusion of treatment--> demand characteristics
Term
Subject mortality
Definition
loss of subjects b/c participation dies out before study is completed
Term
complete counterbalancing
Definition
balancing order effects by testing different participants using all possible orders
Term
pros and cons of complete counterbalancing
Definition
pros: all possible orders present --> NO bias

cons: very complex design
Term
partial counterbalancing
Definition
balancing of order effects by using only some of possible orders, systematically changes position of each condition in sequence but NOT before/after condition
Term
pros and cons of partial counterbalancing
Definition
pro: simpler!

con: NOT balance carry-over effects or response sets
Term
nonsymmetrical carry-over effects
Definition
carry-over effects from one order of conditions do not balance out those of another order (btwn subjects design)
Term
Other design considerations that prevent repeated measures
Definition
Consider if for one condition might produce permanent changes in behavior so one order of conditions has unique carry-over effects
Don't underestimate influence of subject history, maturation and mortality
Repeated- measures design often requires more stimuli and other testing material than a between-subjects design
Term
Methods for Controlling Participant Variables
Definition
Random assignment, balancing variable, matching groups, limiting population, repeated measures
Term
sampling error
Definition
when characteristics of sample data are different from population they represent
Term
null hypothesis
Definition
because of sampling error, sample data poorly represent the absence of the predicted relationship in the population

Reject if its too unlikely that we'd obtain data if a real relationship does not exist in nature
Term
alternative hypothesis
Definition
sample data reflect presence of the predicted relationship in the population
Term
One-way designs
Definition
manipulating one independent variable
Term
parametric inferential procedures
Definition
used w/ interval/ratio scores that are normally distributed
Term
nonparametric inferential procedures
Definition
used with interval/ratio scores that are not normally distributed or with nominal/ordinal scores
Term
two-sample T-test
Definition
parametric one-way design, performed when we examine only two conditions of one independent variable
Term
Mann-Whitney test
Definition
ranked scores testing two conditions without matching/repeated measures

nonparametric ordinal scores with two conditions with between subjects analysis
Term
Kruskal-Wallis test
Definition
ranked with more than two conditions w/o matching repeated measures

nonparametric ordinal scores with 3 or more conditions with between subject analysis
Term
Wilcoxon test
Definition
ranked with 2 conditions using matching/repeated measures

Nonparametric ordinal scores within subject analysis with two conditions
Term
Friedman test
Definition
ranked with more than 2 conditions using matching/repeated measures

nonparametric ordinal scores within subject design with 3 or more conditions
Term
One-way Chi Swuare
Definition
Not matching/repeated measures design, nominal scores with two or more conditions
Term
significant
Definition
too unlikely to occur by chance--> assume represents relationship in population
Term
Confidence Interval
Definition
Way to factor in sampling error, describes a range of populations means
Term
Type I error
Definition
Reject null hypothesis but it is corect
Term
Type II error
Definition
Retain Null hypothesis, but false
Term
Alpha
Definition
probability of making Type I error
Term
non-significant
Definition
reject null hypothesis, results not too likely to occur through sampling error
Term
Power
Definition
probability that we will reject null hypothesis on those occasions when null is actually false (Type II) concluding that sample data reflect a real relationship

Don't add power after study is completed
Term
Maximize Power
Definition
1.) Seek large differences in scores and means between conditions by using a strong manipulations and obtaining sensitive measurements
2.) Minimize error variance within conditions by building in controls that eliminate influence of extraneous variables from participants, experimenter, environment, or measurement task that create inconsistency in scores
3.) Greater # of Ss, N=30 needed for min. but greater than 121 no sig. diff
4.) Use powerful inferential stats
Term
one-tailed test
Definition
Predict mean larger, predict relationship is positive or negative
Term
two-tailed test
Definition
doesn't predict mean, satisfied with ether type of relationship
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