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46 Cards in this Set
- Front
- Back
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Experiential reality
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the things we know from direct experience (touching a stove)
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Agreement reality
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things we consider real because we have been told they are real; and everyone agrees (sun sets in the West)
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Empirical Research
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where knowledge is produced based on experience or observation
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Epistemology
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science of knowing
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Methodology
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science of finding out
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Tradition
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“things that everyone knows”
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Authority
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trusting the judgment of someone with special expertise
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Why are tradition and authority problematic?
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Prevents innovation or questioning of status quo; may simply be inaccurate
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Evaluation research
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comparing program goals to results
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Policy analysis
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prospective – anticipate future consequences of alternative actions
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Mala in se
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Offenses that are wrong by their very nature.
Violation of a public attitude Murder, theft, robbery, etc. |
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Mala prohibita
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Offenses prohibited by law but not wrong in themselves.
Victimless crimes (drug use, gambling, prostitution) Regulatory infractions |
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Two pillars of science
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logic and observation
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three key aspects of science
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Theory
Data collection Data analysis |
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Theory
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systematic explanation for the observed facts and laws that relate to a particular aspect of life
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Hypothesis
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a specified expectation and empirical reality
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Goal of theory
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to find patterns of regularity in social life
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Attributes
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characteristics that describe some object/person
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Variables
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logical groupings
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Causation
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an attribute on one variable is expected to cause, predispose, or encourage an attribute on another variable
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Independent variable
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“cause”, “influencer”
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Dependent variable
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“effect”, “depends”
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Idiographic explanations
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a full and detailed understanding of a single case or situation
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Nomothetic explanations
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are partial explanations that explain a class of situations or events rather than a single one.
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Inductive Reasoning
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moves from the specific to the general
From a set of observations to the discovery of a pattern among them Grounded theory |
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Deductive Reasoning
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moves from the general to the specific
From a logically or theoretically-expected pattern to observations that test the presence of the pattern |
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Scientific realism
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bridges idiographic and nomothetic approaches to explanation by seeking to understand how casual mechanisms operate in specific contexts
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Cross-Sectional Studies
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Observing a single point in time (cross-section); simple and least costly way to conduct research
We cannot see social processes or changes; have to worry if we picked a bad point in time to capture Typically descriptive or exploratory in nature |
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Longitudinal Studies
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Trend – those that study changes within some general population over time (UCR)
Cohort – examine more specific populations as they change over time (Wolfgang study) Panel – similar to trend or cohort, but the same set of people is interviewed on two or more occasions (NCVS) (panel attrition) |
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Retrospective Research
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Asks people to recall their past for the purpose of approximating observations over time
People have faulty memories; people lie Analysis of past records also suffer from problems – records may be unavailable, incomplete, or inaccurate Prospective research – longitudinal study that follows subjects forward in time (Widom – child abuse/drug use) |
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Time Dimension Summarized
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Cross-sectional study = snapshot – an image at one point in time
Trend study = slide show – a series of snapshots in sequence over time, allows us to tell how some indicator varies over time Panel study = motion picture – gives information about individual observations over time |
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Benford’s Law
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In real data (not fixed-length randomly generated), the number one appears as the leading digit roughly 30% of the time
The probability of each successive digit is logarithmically lessened from that which precedes it |
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The Birthday Paradox
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The common sense answer: 182.5
However, we reach a 97% probability with only 50, 99% with 57 This is because every person drew from the pool has a relative decaying probability of uniqueness If you’re the gambling type, you exceed 50% with only 23! |
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Conception
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mental image we have about something
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Concepts
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words, phrases, or symbols in language that are used to represent these mental images in communication
e.g., gender, punishment, chivalry, delinquency, poverty, intelligence, racism, sexism, assault, deviance, income |
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Conceptualization
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The mental process of making concepts more precise to specify what we mean
Results in a set of indicators and dimensions of what we have in mind Indicates a presence or absence of the concept we are studying Violent crime = offender uses force (or threatens to use force) against a victim |
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Dimension
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specifiable aspect of a concept
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Exhaustive Measurement
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you should be able to classify every observation in terms of one of the attributes composing the variable
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Mutually exclusive
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you must be able to classify every observation in terms of one and only one attribute
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Nominal Measurement
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offer names or labels for characteristics (race, gender, state of residence)
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Ordinal Measurement
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attributes can be logically rank-ordered (education, opinions, occupational status
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Interval Measurement
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meaningful distance between attributes (temperature, IQ)
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Ratio Measurement
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has a true zero point (age, # of priors, sentence length, income)
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Reliability
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Whether a particular measurement technique, repeatedly applied to the same object, would yield the same result each time
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Validity
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The extent to which an empirical measure adequately reflects the meaning of the concept under consideration
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Internal Validity Threats
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History – external events may occur during the course of the experiment
Maturation – people constantly are growing Testing – the process of testing and retesting Instrumentation – Changes in the measurement process Statistical regression – Extreme scores regress to the mean Selection bias – the way in which subjects are chosen Experimental mortality – subjects may drop out prior to completion of experiment Ambiguous Casual Time Order – the dependent variable actually caused the change in the stimulus |