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Reliability
Consistency in procedures and participant reactions.
Validity
Measuring what we intend to measure.
Systematic Errors
Errors eliminated when reliability and validity are achieved.
Purpose of Research
To explore unknown topics or establish baselines.
Stop & Frisk Study
Example of systematic data collection in research.
Anonymity
Researcher cannot link data to individuals.
Confidentiality
Researcher links data but keeps it private.
Experimental Reality
Knowledge gained from direct personal experience.
Agreement Reality
Beliefs accepted because they are widely shared.
Kansas City Preventative Patrol Experiment
Applied example of research in policing.
Institutional Review Board (IRB)
Evaluates study risks and safeguards.
Protected Groups
Minors and prisoners needing special study approval.
Generalizability
Results applicable across different contexts.
Unit of Analysis
The main entity being studied in research.
Matrix Questions
Questions formatted in a grid for responses.
Ethics in Research
Consideration of participant harm and consent.
Possible Harms in Research
Includes physical, psychological, and embarrassment risks.
Informed Consent Document
Outlines study purpose, risks, and benefits.
Levels of Measurement
Different ways to categorize data types.
Empirical Knowledge
Knowledge based on observations and experiences.
Random Sampling
Each individual has equal selection chance.
Sample vs Population
Sample is a subset; population is the whole.
Open Ended Questions
Questions allowing free-form responses.
Closed Ended Questions
Questions with predefined answer choices.
Variables and Attributes
Characteristics grouped into measurable factors.
Focus Groups
Group interviews revealing collective perspectives.
Qualitative Interviews
Types include structured, semi-structured, and unstructured.
Reflexivity
Researcher's awareness of personal biases.
Probes
Prompts to encourage participant elaboration.