Which situation most seriously threatens the controlled nature of an experiment?
Uncontrolled simultaneous changes threaten experimental control.
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Uncontrolled simultaneous changes threaten experimental control.
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Critical examination of evidence reflects analytical rigor.
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Conclusions based on evidence reflect objectivity and lack of bias.
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Permission is part of respecting the research site.
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Research should minimize disruption to the setting.
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Research is fundamentally systematic inquiry.
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Contradictory evidence can lead to theory revision.
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Research begins with a question, collects data, and provides an answer.
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Triangulation uses multiple data sources or methods to strengthen credibility.
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A p-value is the probability of obtaining results at least as extreme as observed, assuming the null hypothesis and model are true; it is not the probability the hypothesis is true.
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Regression to the mean is the statistical tendency for extreme scores to move closer to the average on retesting.
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Pilot studies test feasibility, instruments, and procedures before the full study.
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No manipulation occurs; the researcher examines an association between variables, so it is correlational.
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Random assignment balances known and unknown confounders across groups, reducing selection bias.
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Quasi-experimental designs lack random assignment, so pre-existing group differences threaten internal validity.
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A mediator explains or accounts for the relationship between predictor and outcome.
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A moderator changes the strength or direction of the relationship between independent and dependent variables.
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Theoretical saturation occurs when new data no longer generate new insights or themes.
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The pretest itself can sensitize or provide practice, affecting posttest performance; this is the testing effect.
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Systematic sampling selects every kth element after a random start.
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Obtaining permissions from all relevant stakeholders demonstrates ethical respect for the research site, protecting participants' rights and maintaining institutional and community trust.
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Retention of information serves as an intervening variable explaining how increased memory capacity translates into improved test performance through the underlying retention mechanism.
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Empirical research requires that findings be grounded in direct observation or experimentation rather than opinion, tradition, or speculation, ensuring evidence-based conclusions.
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After identifying a research problem, researchers review existing literature to understand prior findings, theoretical frameworks, and gaps before proceeding to data collection.
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Systematic research follows an organized, orderly sequence of steps from problem identification through data collection and analysis, ensuring logical progression and coherent methodology.
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