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what are nominal variables?
can only be categorized and state that answers differ from one another
no ranking
can’t say that one answer is better/ worse than another
Example: favorite ice cream, yes/no answers
what are ordinal variables?
Answers are ranked
Differences between values are not precise
Example: Likert scales
what are interval variables?
Used when researchers create scales
There isn’t a true zero/ zero does not equal absence
Can compute distances between codes/ answers
Example: Fahrenheit
what are ratio variables?
can compute distances between codes/ answers
There is a true zero point/ 0= absence
most versatile
Example: arrested 0 times, 0 children, 0 dollars
what is variable list in coding?
names and definitions for each question or measure
what is data management in coding?
importing, cleaning, and storing data
what is editing in coding?
checking errors and inconsistencies
what is coder monitoring in coding?
checking within- and between- coder agreement
what is data verification?
using R to inspect and validate data
what is noncompliance in coding?
when the researcher doesn’t follow set rules/ guidelines in coding
blank, multiple, or invalid responses require documented rules
what is within-coder consistency?
Apply the same rules to every survey
Measures how well one individual researcher stays aligned with themselves
what is between-coder consistency?
all coders use the same codebook
what are the hardest types of surveys to get people to answer?
mail surveys
What is the ideal scheduling for mail surveys?
1st mailing: send survey, directions, and a return envelope
1 week after that: send a postcard to 1. remind people to do the survey and 2. as a thank you to those that have done it
3 weeks after: send another survey, letter, and stamped envelope
7 weeks after: final mailing with survey, letter, and stamped envelope sent as certified mail (they have to sign for it)
induces guilt, can backfire because people get angry
what are some advantages to mail surveys?
Reasonable cost given potential geographic coverage
Eliminates interviewer bias
privacy/ convenience
Useful for research that involves going through records
what are some disadvantages of mail surveys?
lowest response rate
bias
no realistic item explanation
lengthy process
subject may read entire survey before answering
subjects may get help from others
literacy problems
what do telephone surveys need to be effective?
you need to be articulate/ a good communicator
needs to be short (5 mins max)
short items with few response categories
what are some advantages to telephone surveys?
ability to get quick data
item explanation
response rate - middle
avoids the literacy problem
what are some disadvantages to telephone surveys?
limits the sample to those who have phone/ are reachable
may be relying on listed numbers
screening problems
no idea who is answering the phone
interviewer bias
timing of call
sensitive items must be asked out loud
use branching to make it less awkward
what is branching in surveys?
asking a series of questions that are designed to narrow down a subjects answer without actually asking a sensitive question
talking around the actual question you want answered
what are some interview rules?
neutral role
Be familiar with the survey (don’t memorize the whole thing)
You want to be personable
follow the item wording (instrumentation)
record answers exactly
what are some advantages to interviews?
the best response rate
item explanation
ability to observe more than just answers
body language, eye contact, appearance of their home
avoids literacy problems
what are some disadvantages of interviews?
interviewer bias
time consuming
physically demanding
safety issues
who were James Short and Ivan Nye?
they started self reports
questioned juveniles about committing crime across different age groups
created scales and introduces stronger methodologies to self report research
what are the types of self reports?
Opinionnaire: asks for respondents’ opinions on a given statement
interviews
check list
questionaires
interest inventory: often open-ended
Attitudinal scale
what are some advantages of self reports?
directly asking may achieve more honest answers
qual/ quant data can be collected quickly and cheaply
validity and reliability
data can easily be obtained that is missing
ease of coding and analysis
what are some disadvantages of self reports?
frequently limited to juveniles/ males
fixed questions lack flexibility
more chances for misunderstanding or confusion
often reflects feelings, not facts
response rates are low
often used in schools
leads to missing populations/ limited demographic
no external validity
honesty/ accuracy issues
recall issues
multiple offenders
telescoping
expensive
biased
what is telescoping in self reports?
time frames are difficult to recall
what is backwards telescoping in self reports?
when asked about the last year, people will frequently shift to further back than just one year
rates, issues, and offenses appear higher than they actually are
what are some self report findings?
UCR vastly underestimates total amount of crime
most juveniles break law at some point, small percentage are responsible for a disproportionate amount
males confess to more crimes than females
most offending takes place in groups
property crime is most commonly reported
what is the national survey of drug use and health?
started in 1971 and is now in all 50 states
reaches around 70,000 homes/ year
informs treatment centers and recommendations
government uses for resource allocation purposes
what is the point of using unobtrusive measures?
individuals will act naturally when they don’t know they are being observed
cons: you cant ask follow up questions, people usually don’t like to be watched without knowing why
what is physical trace analysis?
studies that involve analysis of deposits, accretion of matter, and other indirect substances produced by previous human interaction
ex: blood, footprints
what is content analysis?
systematic classification and study of mass media
newspapers, magazines, television, etc.
what is secondary analysis?
reanalysis of data that has already been gathered for other purposes
what is simple observation?
the researcher makes no interference
purpose is to watch people in their own environments to observe natural behaviors
naturalistic observation: directly in the environment it occurs in, no interaction with participants
structures observation: in a lab or simulated environment
less natural but meant to observe a specific and limited set of behaviors
what is a disguised observation?
when informed consent is not sought and researchers pretend to be part of the study group
complete immersion in phenomenon and environment
researcher does not reveal identity and conceals themselves
confederates
what are some examples of simulation studies?
Milgram’s shock therapy
Stanford prison experiment
what are archival or available date?
Form of secondary analysis
Previously gathered data used for other purposes
ex. personal documents/ biographies, diaries
what are some potential limits/ issues for archival + available data?
data may not contain degree or accuracy or operationalization wanted by the researcher
data may be manipulated
what are some advantages of unobtrusive measures?
non-reactivity: the subject does not react due to being unaware of the researchers presence
no Hawthorne effect
harms that may be caused by the researcher may not occur
very cheap
easier to correct mistakes
good for examining processes over time or that have occurred in the past
what are some disadvantages of unobtrusive measures?
ethically questionable/ invasion of privacy
Validity issues may be present depending on the data source
scope of study is strictly limited
Social context is missing (since we can’t see everything)
what is test-retest reliability?
when the same instrument is administered at least twice to the same group, are the results the same/ stable?
what are some problems with test-retest reliability?
carryover effect/ memory:
participants remember what they answered previously
the shorter the time between administration
answers might actually change in between administrations
the longer the time between administrations
what are equivalent or multiple forms reliability?
does the administration of a disguised or alternative version of the same instrument to the same group result in the same/ stable scores?
generate two similar, yet different tests given to the same group at two different times
intended to try and reduce carryover effect
what are some issues with equivalent or multiple forms reliability?
carryover effect
answers might change between administrations
how do we know the items are actually equivalent?
what is the split-half technique?
In the administration of the instrument to one group at one time, are separate halves of the instrument similar in response (are they consistent)?
generate two similar, yet different tests that are attached together in one long survey given out at one point in time
what are some issues with the split-half technique in reliability?
maximized carryover effect
items may not actually be equivalent
eliminates answers not changing, but this maximizes carryover effect
what is validity?
accuracy of measurement
does the measuring instrument measure what it claims to measure
what is face/ logic validity?
subjective
does it appear to measure what we intend to measure
simplest measurement
face value
what is content validity?
accuracy of individual items in a scale measure the concept of what is being measured
ensures multiple indicators are consistent
what is construct validity?
accuracy of the scale or measurement in tapping the correct concept of construct
look at other peoples research
how did other people measure your variables
what is concurrent validity?
the assessment correlates with other assessments that measure the same construct
A correlates with B
what is predictive validity?
the assessment predicts performance on a future assessment
A predicts B
what is pragmatic validity?
accuracy of the measuring instrument in predicting the current status or future status
what is convergent discriminant validity?
different measures of the same construct should yield similar results (convergence)
the same measure of different concepts should yield different results (discrimination)
what is triangulation?
using multiple methods of data collection
who was Barbara Heyl?
She was interested in trying to see how many ways she could triangulate in a study, so she studied a madam of a brothel
did a case study
Found a successful madam, and she agreed to be the subject
observational work
interviews
content analysis
The madam allowed Heyl to view the educational videotapes
what did Hirschi find with reliability of self-reports?
he used test-retest approach with a group of juveniles and correlated the two tests
found that reliability of self reports depends on the severity of the offense
the most serious offenses are the least reliable
what did Clark and Tifft find about reliability of self reports?
they threatened participants with lie detector tests
found that after being threatened with the lie detector test, only 18.5% of answers were changes
argued that original answers were pretty reliable
what did Farrington find about reliability of self-reports?
Card sort strategy: gave 14 and 15 year olds cards with delinquent behaviors on it, had to sort the cards into “had done it” or “not done it” piles
Returns to kids 2 years later (16-17 now) and they had to sort the cards again
*Found that 25% of the total early confessions were later denied and 50% of the serious early confessions were later denied
in order for an assessment to be valid, it must also be what?
reliable
what required elements must be present in Classical Experimental Design (CED)?
experimental group and control group
experimental group gets treatment, control group doesn’t
equivalence: the 2 groups must be equal/ equivalent to each other
random assignment to decide who goes in what group
matching: twinning, cloning
what are the symbols for pre and post tests in classical experimental design?
01= pretest
02= post-test
E= equivalence
T= treatment
what is Solomon’s Four Group Design?
splits participants into four randomly assigned groups to evaluate the effectiveness of a treatment while controlling for the influence of a pre-test
what is Quasi- Experimental Design?
Participants are already in pre-existing groups
Because groups aren't randomized, pre-existing differences might skew the results
One group Ex Post Facto
only T and 02 (no manipulation)
One group before and after
01, T, 02
Two group Ex Post Facto
1. T, 02
2. 02
what is the time series design?
used to study phenomenon that normally fluctuate or change over time
used to determine when a fluctuation is more than normal
uses multiple pretests and post tests to determine this
ex. pretest in January, february, and march to track the crime rate. Add the treatment
(more police presence). Then post-test in april, may, and june(more police presence).
what is the counter-balanced design?
created to deal with multiple treatment interference
examines every possible combination of treatment in a separate group
EX. have two treatments A and B and we don’t know which is important
have a group of people that gets A, a group that gets B, a group that gets both, and a group that gets nothing
what was operation 25?
They wanted to see how police presence affected crime rates
Tested whether massively increasing foot patrol could deter crime
One group (no equivalence if only one group)
what was the Rand 20th Precinct Study?
two groups, two precincts in New York that were demographically similar
only increased crime rate in one group
what was the Kansas City Preventative Patrol Study?
proactive approach: officers are out and making presence known
reactive approach: officers not making presence known
wanted to see how approaches affected crime rates and fear of crime
took 15 beats (geographical locations)
beats randomly assigned to groups
5 beats were told to be proactive
5 beats were told to be reactive
5 beats were control and officers weren’t given any instruction
what was the Berk and Sherman Study?
wanted to look at police response to domestic violence to see what police can do to deter domestic violence
officers randomly would use an arrest, force separation or mediation approach for a domestic violence situation
several follow ups to see if DV occurred after
what is a double bind experiment?
neither the researcher or subject knows who is getting the treatment
using a placebo keeps subjects unaware of who is getting the real treatment
a third party keeps track of who has the real treatment and who has the placebo
what are parables?
Short stories that teach a moral lesson or communicate a broader message
Often used to examine people's values or beliefs
what lesson did you learn?
what are scenarios?
Descriptions of hypothetical situations used to study how people might react or behave in a specific situation
What would you do?
what are vignettes?
Short stories or descriptions presented to participants to measure their opinions, attitudes, or judgments about a situation
what do you think?