Research Methods and Evaluation Flashcards

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Vocabulary terms and definitions covering research methodology, ethics, sampling, experimental design, crime analysis, and evaluation research.

Last updated 9:41 PM on 4/30/26
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26 Terms

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Research question

A testable question about a relationship between variables

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Conflict of interest

Research misconduct involving having vested interests in research outcomes possibly leading to personal advantage.

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Probability sampling

The sampling type in which every population element has a known, non-zero chance of selection.

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Non-probability sampling

The sampling type in which some members of the population have zero chance of being selected.

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Biased sample

A sample that fails to include a particular type of individual/group found in the population.

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Hawthorne effect

A phenomenon in qualitative observational research where participants may change their behavior when knowingly observed.

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Pretesting

Piloting or testing out a survey on a small group (ideally, of the target population) before full deployment.

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Double-barreled questions

Survey questions that ask about more than one issue, making it unclear to respondents which part they should respond to.

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Casual relationship

A relationship providing evidence of if & how one variable affects, causes, influences or predicts another variable.

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Spurious relationship

A relationship that appears when two variables are seemingly related, but truly a third variable is the causal factor.

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Association/correlation

Criteria for causation where values in the IV and values in the DV move together in a pattern.

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Temporal (time) ordering

Criteria for causation where variation in the IV occurs before the variation in the DV.

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Two-group Posttests only design

A true experimental design featuring random assignment of experimental & control groups, treatment, and a posttest.

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Two-Group Pretest-treatment-posttest design

A true experimental design featuring a pretest, random assignment of experimental and control groups, treatment, and a posttest.

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Solomon Four Group design

A true experimental design that includes a pretest, treatment, posttest group; a pretest, no treatment, posttest group; a treatment, posttest group; and a no-treatment, posttest group.

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Internal validity

The degree to which a researcher can conclude a casual relationship among variables.

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External Validity

The degree to which experimental findings can be generalized to other environments and populations.

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Dark figure of crime

The unknown amount of victimization that goes unreported.

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Stakeholders

Individuals or organizations that have a direct interest in a program being evaluated and who decide whether recommendations are implemented.

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Formative evaluations

Evaluations conducted in the earliest stages of a program's development.

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Needs assessment

An evaluation type that helps determine whether there is a problem and how the target population might be better served.

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Process evaluation

An evaluation used to understand why a program changed over time and identify if or where problems are occurring.

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Summative evaluation

An evaluation providing a summary judgment about a program used to determine continuance or termination.

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Outcome evaluation

An evaluation type that measures the effectiveness of a program on a target population.

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Impact evaluation

An evaluation type used to assess whether a program is achieving its designated goals.

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Effective Evaluation Criteria

The four criteria of Utility, Feasibility, Propriety, and Accuracy.