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Exploratory research
What is it?
Where is it?
Descriptive research
How big is the problem?
Whom does the problem affect?
EX: What is the gender gap pay?, What is the divorce rate?
Explanatory research
What is the effect of it?
What causes it?
Evaluation research
Does the program work?
How can we make the program better?
Inductive reasoning
Goes from specific - general
Makes specific observations and then draws a general conclusion
Observations based on info collected provide evidence a problem exists; explain its nature
To make generalizations
Research conducted to generate theories (Qualitative)
Inductive reasoning Example
There is a rise in drug-related night arrests in high-crime neighborhoods, often involving young men with criminal records. These observed trends of likely characteristics need to further empirical investigation to affirm if a broad generalization can be drawn from specific instances/data points.
Deductive reasoning
General to even more specific
A specific conclusion follows a general theory
Your conclusion will be correct if all the statements you say are correct
Involves theory testing
Deductive reasoning Example
According to deterrence theory, individuals are less likely to commit crimes if they perceive the consequences are severe and certain. The criminal justice system imposes strict penalties for theft. Therefore, based on deterrence theory, individuals are less likely to commit theft in areas where these penalties are consistently enforced.
Research Circle
The process of conducting research, moving from theory to data and back again, or moving from data to theory and back again
Comprises 3 main research strategies
Inductive research
Deductive research
Descriptive research
Conceptualization Example
What is party ID? What is political ideology?
republic , independent, or democrat are DISTINCT from conservative, liberal, or moderate
a moderate is not necessarily a democrat or a republican
EX: Support to “take away guns” varies by party ID and political ideology
gun control - conservatives, republican VS. gun regulation - conservatives, republican - lean to yes
Conceptualization
Specific on terms used in research
defining concepts
Operationalization
Constructs within the idea
Response choices, or numbered variables
turns the construct into measurable variables
Target audience is aware of what the word means
Be aware of the variability of your audience responses
Do you believe your audience knows what you are measuring
EX: strongly , moderately, slightly
Agree, neutral, disagree - neutral is not a distinct answer - what are you measuring?
Operationalization EX#1
Rape myths
sections of questions
victim inviting it - female
was not rape (victim blaming)
victim lying
offender didn’t mean to - male
Only include heterosexual relationships
Units of analysis
who are you asking
Independent/dependant variables
Independant variable
causes the dependent variable to change (the cause)
correlation does not equal causation
Dependant variable
(the effect) independent variable causes the change
Outcome of the experiment
Contorl condition
baselive vs. experienment
Control variables (Independant variable)
you have it as functioning the same
Historical ethics in research
Grew from biomedical research
Nuremberg code
Subjects must voluntarily consent participation
Place where the Nazi trials took place - stemmed from illegal human experiments during the Holocust/concentration camps
Stanley Milgrams Obedience Study (1961)
Ethical issues:
Subject’s were not told that there was no real person on the other side of the wall being subjected to the testing
Stanford Prison Experiment (1971)
Ethical issues:
Participants not told if they could leave or not
Experimentor inserted himself into the experiment
Tuskegee Syphilis Experiment (1932-1972)
Ethical issues:
Only used 600 Black men as participants, but they aren’t any different from other races - unequal distribution
Participants were unaware for years that penicillin existed and could aid them
Different stages of Syphilis is deadly
Belmont Report
Basic ethical principles → Application
Respect for persons → informed consent
Beneficence → risk/benefit assessment
Justice → selection of subjects of research
Anonymity
Identity of participants not known to researcher(s)
Confidentiality
Only the research investigators know identity of participants
Privacy
the control of others access to information about you
Deception
mostly field studies
Tearoom trade - (a study of male homosexual
encounters in public restrooms), about 100 men were observed engaging
in sexual acts as Humphrey’s pretended to be a “watchqueen” (a voyeur
and lookout). Subjects were followed to their cars, and their license num-
bers were secretly recorded. Names and addresses were obtained from
police registers when Humphreys posed as a market researcher. A year
later, in disguise, Humphreys used a deceptive story about a health sur-
vey to interview the subjects in their homes.
debriefing
Valid results
Publishing data you did not manipulate
Honesty and openness
no “whitewashing“ - the practice of erasing, downplaying, or altering the race, culture, and context of minority or non-white figures
need to write about figures in main text
reliability/validity
Intsitutional review board (IRB)
check on ethics for appropriate research
Informed consent
Obtain acknowledged consent
Voluntary participation
No harm to participant
Protected populations
Voluntary participation
No harm to participants
Validity
Accuracy with which a measure gauges the concept under consideration
Types of Validity
Face
Content
Criterion
Construct - theory bases
Discriminant
Convergent
Face Validity
you believe it to be what you are measuring “take it at face value“
The “common sense“ nature of a measure
Not the GOLD standard from validity
Content Validity
What does the research say?
An instrument that measures the phenomenon
Criterion Validity
Variable validated by a supplemental variable
Difficult to obtain
To discern you are measuring exactly what you believe you are measuring
Construct Validity
Theory based
Measures behave theoretically and observationally similar
Convergent validity - Highly interrelated
Discriminant validity - Measures are, in fact, unrelated
Convergent Validity
Make sure that these other scales (through not directly related) are theoretically associated with self-efficacy in as much that the other scales measure their own underlying characteristics
EX: A new risk assessment tool should be compared with other well-established measures of recidivism risk
Discriminant Validity
EX: strongly agree to strongly disagree 1-5
EX: A risk assessment tool measuring recidivism risk should not too strongly correlate with general criminal behavior
Reliability
Consistency with which a measurement device yields the same numbers upon repeated applications - REPLICATION
Inter-item reliability
Use of multiple items to measure a single concept
Higher scores indicate greater levels of disorder (1= “strongly disagree“ to 4= “strongly agree“)
Higher scores indicate greater levels of order (1= “strongly agree“ to 4= “strongly disagree“)
Test-retest reliability
Phenomenon does not change between two points in time
Observer reliability
Same person, different time
Inter-observer
Different people, same time
Uniform Crime Report (UCR)
Roughly 18,000 law enforcement agencies voluntarily contribute monthly crime data to the FBI
Components
National Incident-Based reporting system (NIBRS)
Law enforcement officers killed in action (LEOKA)
Hate crime statistics
Cargo theft reporting
Police employee
supplementary homicide reports
law enforcement suicide data collection (LESDC)
National use-of-force
Clery Act (2022)
Official submission of University Crimes to a online database
Uniform Crime Reports: Part 1 Index Crimes
Violent Crimes (F.A.R.M.)
Forcible rape
Aggravated assault
Robbery
Murder and non-negligent manslaughter
Property Crimes (L.A.M.B.)
Larceny-theft
Arson
Motor-vehicle theft
Burglary
Human Trafficking (I.T.C.H.)
Involuntary servitude
Trafficking
Commercial sex acts
Human Trafficking