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127 Terms
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questionnaire
-set of questions designed w/ purpose of seeking specific info from the respondants -useful for obtaining mental states, attitudes, and events experienced
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questionnaire construction
-researcher specifies info that is being sought -drafting: phrasing and design -pilot: try w/ small group 1st to improve clarity and remove problems -redraft -administration
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interview
-expensive and time consuming -interviewer bias
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self-administered
-cheap -less susceptible to bias -low return rates in mail
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open ended questions
-no predetermined response
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close response
-supplied w/ predetermined list of options
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open ended issues
-large amount of effort to encode -give rise to categorical scales which are at low end of measurement types used for health research -take long time to respond
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forced-choice
-doesn't allow a middle of the road or undecided answer due to acquiescent response mode
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acquiescent response mode
-occurs when people give middle responses all the time due to laziness or concealing true opinions
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extreme response mode
-never selects on intermediate point
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double barreled
-2 questions included in one -ex: do you like math or science?
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ambiguous questions
-avoiding words/terms that mean different things to different people -ex: old people could be above 30 or 50-60 olds
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level of wording
-avoid jargon, at level of target audience
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bias and leading questions
-should not lead a respondent to feel committed to respond in certain way -ex: "how often do you go to church?" w/out having the never option
-wording and ordering of questions exactly the same for each participant
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non-schedule standardized interview
-certain types of info are desired from all but the phrasing and order redefined
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non-standardized interview
-rigid form of conversation like a play w/ a fixed script -systematic order -minimal no deviation
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unstructured interview
-not asking direct questions but prompting to reflect on current interests/concerns
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interview process
-select type of participants -recruitment of research participants -interview -use of response schedules/answers checklist -free-form (unstructured) notes -follow up
-low in cost, high quality -provide wealth of info by observing non-verbal cues -construct audio transcript -unwilling to respond due to risk of it being shown to others
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audio taping
-used to prepare transcripts -considered less intrusive than video
-requires great trust in judgement and recording abilities of the interviewer
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focus groups
-form groups interviewing that can enhance data collection by providing info that wasn't available through individual interviews -gain commercially important info about consumer preferences -6-10 people face-to-face engage in discussions
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advantages of focus groups
-max data collection -encourages those who are reluctant or feel that they have little to contribute to participate -illiterate people can express verbally express
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disadvantages of focus groups
-group dynamics/cultures that may silence some individuals -difficult to research sensitive topics -difficulty transcribing -increase cost
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quantitative analysis
-count \# of words spoken to measure relative contribution to the conversation -count \# of questions asked by the cinician
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descriptive (ethnography)
-written from perspective of participant (1st person) -provide detailed description of a set of circumstances and encourage readers to make own interpretations -consider/theorize the social/cultural contexts
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theoretical
-attempt to develop theories/concepts to verify them -constant comparative method and theoretical sampling method
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constant comparative method
-researcher codes and analyzes data to develop concepts
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theoretical sampling method
-cases are selected to refine the theory
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coding
-used to organize data collection in interview -study their material, develop close familiarity, form major categories
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observation
-direct perception and recording of the phenomena under study
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self-observations of patients
-provide data for understanding how patient's pain experiences change over time -may observe pain-related behaviors
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advantage of lab environment
-impose control over extraneous factors that may influence observations
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disadvantage of lab environment
-phenomenon being observed may change when in artificial setting
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fundamental issue
-extent to which the observer becomes involved
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complete participant
-assumes role of participant in setting under investigation and doesn't disclose intent to others
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participant as observer
-participates fully but discloses his/her identity and purpose to others
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observer as participants
-makes no pretense of participation but interacts w/ others
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complete observer
-does not interact w// others does not disclose identity or purpose
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4 principles of field research
1) investigator establishes proximity w/ participant in social/physical sense 2) report should be truthful 3) data should include pure description of action, people, activities 4) data should contain direct quotes from participants
-descriptions of the nature of the interrelationships among ppl
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settings
-descriptions of entire setting for investigation
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observer roles
-attempts to be as objective and detached as possible
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definition of relevant variables
-specify precisely what aspect is being studied/observed
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observation and structure
-max level of control and structure
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measurement
-procedure of attributing qualities or quantities to specific characteristics of objects, persons, or events
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operationalization
-process of converting theoretical ideas to a precise statement of how variables are to be measured
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operational definition of construct/associated variables
-statement of how the researcher chooses to measure the variables being investigated (unambiguous and reproducible)
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objective
-involve the measurement of physical quantities and qualities using devices (produce scores)
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subjectives
-involve ratings/judgements by humans of quantities and qualities (observations)
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measurement error
-observed value\=true value +/- error
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reliability
-property of reproducibility and consistency of the results of a measurement procedure
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test-retest reliability
-administer the same measurement procedure twice to the same participants -results correlated by correlation coefficient from -1 to +1, +0.8 or above is considered sound
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inter-observer (inter-rater) reliability
-extent of agreement determined by having 2 or more clinicians independently assess same patients and compare
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internal consistency
-extent to which the results on the different items correlate w/ each other
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validity
-concerned w/ accuracy of test procedure
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content/face validty
-its difficult to find external measures to correlate w/ the measure to be validated
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predictive validity
-concerned w/ the ability of a test to predict values of it or other tests in the future
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construct validity
-look at predictive validity test of X and Y
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low predictive validity
-scores on X not clearly related to level of scores on Y
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high predictive validity
-scores correspond closely, only these results are consistent w/ rating scale X being useful
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predictive and content validity
-apply to specific tests and measures used
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internal/external validity
-refer to characteristics of total project/program
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sensitivity and specificity
-applied to screening tests which determine whether patient has a particular problem/illness
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sensitivity
-proportion of ppl who test positively who really have the disease (true positives out of all positives)
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specificity
-proportion of individuals who test and do not reaaly have the disease (true negative)
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nominal scales
-lowest level -measurement involves the naming/categorization of possible values of the variable (qualitative)
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ordinal scales
-rank ordering value sof a variable (1st, 2nd, 3rd...) -A\>B or B\>A
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interval scales
-no absolute zero pt, an arbitrary zero pt is assigned -0 degrees Celsius doesn't equal no heat but the freezing pt -A-B\=B-C
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ratio scales
-meaningful or non-arbitrary zero pt -highest level -0 degrees Kelvin equals absence of heat molecules stop vibrating
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measures of central tendency
-statistics or numbers expressing the most typical or representative scores in a data distribution -mode, median, mean
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measures of variability
-statistics representing the extent to which scores are dispersed numerically -range, average deviation, variance, standard deviation, semi-interquartile range
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mode
-when data is nominal (categories) -the most frequently occurring score/category in distribution
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median
-w/ ordinal, interval, ratio data -score divides distribution in half -(n + 1)/2, n\=total \# of cases in sample
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n odd for median
-median is middle score
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n even for median
-median falls b/t 2 center scores
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mean
-sum of all scores divided by \# of scores -mean\=sigmax/n
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range
-difference b/t highest and lowest scores
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average deviation
-subtract mean from each score, sum individual deviations and divide by n -sigmax\=-3+ (-2)+ (-1)+ 0 +1 +2 +3\=0
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variance
-sum of the squared deviations about the mean divided by \# of cases -s^2\=sigma (x-m)^2/N
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standard deviation
-square root of variance
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semi-interquartile range
-distance b/t scores representing 25th (Q1) and 75th (Q2)
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statistic
-\# obtained by the mathematical manipulation of the data
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scaled data
-discrete, so organization involves counting the \# (frequency) of cases falling into each category of measureent
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nominal (categorical ) data
-M vs. F getting gall bladder example -groups M\=10, P\=20
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ordinal data
-counting \# of cases (f) of each ordered rank making up the scale -evaluating effectiveness of new analgesic vs. placebo -pain scale 1-5, 1 being no pain
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incident rates
-\# of new cases of a disorder reported w/in a time period -IR\=(\# new cases/total population at risk) x base
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prevalence rate
-total \# of cases suffering from disorder -PR\=(\# of existing cases/total population at risk) x base
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odds
-ratio of the \# of cases favoring an event to \# of non-events