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quasi-experimental
-studies conducted outside a controlled lab setting - increase external validity - decrease internal validity - less conrol over potential confounds
time series
- within subject design - may not involve random selection - utilizes a pre-test post-test design track meet score - meditation training - track meet score problems: practice or time effect, dont know normal "fluctuation" w/ no txt, use interrupted
interrupted
- same as time series except uses multiple pre/post-test measures - better estimation of normal fluctuation - problems: no control group - unclear whether variables other than Iv cause differences in pre/post test measures (then use multiple) - pre test/pre test/pre test IV po…
multiple time series
- same as interrupted time series, except it includes a control group, changes to a btw-subj design. - problems: unknown variable may still affect exp control or both groups
non equivilant before-after
- identical to multiple but how you measure DV is different - at pre-test there are 2 groups that look different at pretest - run like reg experiment w/ control group - history effect is out but maturation confound is possible (have thorough knoledge of the groups being used and …
retrospective
- relationship between events that have occurred in the past - work backwards, wish to determine the antecedents of this outcome EX: inreased rate of suicide by veterans (IV possibly occurs later but no true manipulation, it occurred but not in a control manner) - no random selction…
two functions of naturalistic observations
1. acquire knowledge where little is known (simply observe and provide general description) 2. gain insight regarding possible patterns or lawful relationship (statistically examine possible associations, howver no cause-effect relationship) typically combined with correlation
correlation coefficient
-1 or 1 = high correlation close to 0 = weak correlation
validity concerns with naturalistic observations/correlations
- the observer noticeable? if so - hawthorne effect? - accuracy of observations (researcher bias) (use multiple observers and pre-training) - boredom by researcher - data recording (dont rely on memory, need for clear OD)
reactive behavior
hawthorne effect
advantages/disadvantages of naturalist observations
- describes "real behavior"/see how behavior unfolds over time - not explanatory/limited representation of sample/ethical concerns (informed consent/right to privacy)
survey research
Advantages: -study behaviors you cannot (or difficult to) directly observe -access self-report data -relatively easy to administer -economical Disadvantages: -self-report data can lack reliability and/or v…
steps to survey reseasrch
1. state broad objectives 2. narrow to specific (state hypothesis) 3. determine population/sample 4. select survey protocol (phone/email) 5. choose types of q and response (open-ended, decision will effect your analysis) 6. select analysis plan (relate to hyp and #5.. conte…
narrow your broad objectives down to specifics in the beginning rather than just ask a bunch of questions
- Hypothesis will guide the comparisons made.  Could compare answers to specific questions.  Could compare aggregated scores across several questions.
open ended questions
- no fixed answers: doesn't impose specific answer, researcher may learn something - but difficult to analyze (content)
fixed - alternatives
- picks from set of responses - certain similar questions can be combined to form indexes, easier to analyze than o.e - but limits nature of responses, dont know reason for response choice
combined o.e and fixed
- pick from choices or write in response - o.e may be hard to classify but fixed gives general guideline
funneling
- begin with o.e question then follow with more specific responses - gets participant to think of answer and how it fits before choosing answer - disadvantage same as fixed alternative
semantic differential
response that uses bipolar adjectives such as )good and bad, soft and hard, modern and old fashioned, interesting and boring, hot and cold, slow and fast) in relation to a particular concept or idea
considerations when writing survey questions
1. only ask what you need to, if private give options (salary) 2. avoid ambiguity (unclear/uncertain..self worth) 3. avoid double negatives 4. avoid wording that is leading/biased 5. order effects (asking all + qs before -) 6. avoid making questions too long/confusing 7.…
single subject design
*random sampling is not necessary, -only 1 or a few individuals *focus is on individual behavior, not "average" behavior -if more than 1 participant, data are often not averaged - interested in functional changes rather than statistical - less interested in theories, more intere…
goal of single subject design
Goal: To determine functional (causal) relationships between environmental variables (IV) and behavioral variables (DV).  NOTE: IV manipulation can involve either the introduction or removal of a variable thought to influence behavior.
ABA/ABAB Withdrawl Design
A= pre treatment (baseline) record all behavior B= experimental treatment A (2nd)= withdrawl phase, must be a changed back to pre-intervention conditions - Reversal of intervention condition i.e. take away medication to see if that was what made a difference in behavior B (2nd)= addit…
multiple element design
except you compare different levels of a given IV during each treatment (B) phase.  Two or more levels of the IV - involves multiple reversals ABABAB
limitations to reversal
- can only work when baseline can be revisited quickly, if not, possible carry-over confounds - with multiple design.. possible order effects, to solve use counterbalance across participants
when to use multiple baseline design
*use when we believe treatment may permanently change behavior (or be long lasting) *monitor several participants simultaneously, -establish baseline for each participant -apply treatment to 1 participant & note whether a change in behavior occurs -the…
limitations of baseline design
-each individual or group being monitored must be independent of the others -if not, can get "cross-contamination" of IV across individuals or groups
ethical issues in all sciences
-seek knowledge/answers -carry out research in a competent manner -to report results accurately & completly -to acknowledge the contributions & work of others -to consider the potential impact of their work, both on participants & the general public -speak out publically on…
process and products of research
process - issues can arise during experiment product - issues can arise when reporting results and how they will be used
piltdown man
- evidence was completely fabricated and even created by researcher
Tuskagee Study
Treatment withheld from syphilis patients to study schizophrenia, supposed to last 6 months, lasted 40 years
Cyril Burt
Claimed that his studies of identical twins reared together and apart showed intelligence to be largely innate. Evidence suggested that Burt invented his data, and a major scandal ensued. - false claims about developing "factor analysis" statistical analysis technique-and may have fabr…
dr andrew Wakefield did what
falsified data that led to parents refusing to have their children immunized against measles, mumps, and rubella, leading to epidemic outbreaks of these diseases. - thought it caused autism
national research act of 1974
-required all institutions seeking federal research funds create committee to review research projects -department of agriculture & the public health service formulated guidelines for the care & use of laboratory animals
requirments for IRB
-must be comprised of at least 5 members of varying backgrounds -at least one member must NOT be affiliated with the institution -cannot be either all male or all female
IRB: proposal format
-brief description of study & purpose -qualification of investigator -details of participants & recruitment strategy -methodology -procedure for obtaining informed consent -potential risks (likelihood, severity, attempts to minimize) -deception? -s…
at risk?
"Does the study pose something more-in terms of magnitude or probability-than 'every day' risk? - should include social, physical, psychological
minimize risk that may exist
- debriefing, confidentiality, anonymity
informed consent form
inform participants of all aspects of the study that may reasonably affect their willingness to participate -respond to participants questions about the study -indicate that participants is voluntary & they can terminate it at any point without penalty
define informed consent
we have told the participants all the aspects of the study and they gave us their consent to use their participation
who cannot give consent
-mentally ill -developmentally delayed -children <18 years
undue inducement
- offers that get people to do what they normally wouldn't or too attractive of offer to pass up
deception
- contradicts the practice of informed consent through ommission (witholding information) or commission (delibrately misleading)
milgram and deception
*preferred more neutral terms of "masking" or "technical illusions" -people are often misled in the real world -in some cases "the ends justify the means"
use of deception
��Importance of the research? �� Are there legitimate alternatives to deception? �� EX: Role Playing �� Can it mimic a real situation? �� Do people actually act as they “believe” they would act? �� How “noxious” (harmful) is the deception?
importance of debriefing
-because the experimenter removes any misconceptions and offers a full discussion of the experiment
privacy
Refers to the rights of individuals to decide/determine how information about themselves is communicated to others. - protected by anonymity and confidentiality
risk/benefit ratio
*is this study worth it? -are the potential risks to the individual worth the potential gains for the individual or society? -what is the probability that valid, interpretable results will be obtained? …
research with animals
�� Intention: �� Answering questions about animal behavior �� Gaining knowledge without putting humans in jeopardy. �� Ethical obligation to look out for the welfare & treat them humanely. �� Clear rational for use �� Minimize distress, discomfort & pain

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