Which situation most seriously threatens the controlled nature of an experiment?
Uncontrolled simultaneous changes threaten experimental control.
Uncontrolled simultaneous changes threaten experimental control.
Critical examination of evidence reflects analytical rigor.
Conclusions based on evidence reflect objectivity and lack of bias.
Permission is part of respecting the research site.
Research should minimize disruption to the setting.
Research is fundamentally systematic inquiry.
Contradictory evidence can lead to theory revision.
Research begins with a question, collects data, and provides an answer.
Triangulation uses multiple data sources or methods to strengthen credibility.
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.
Regression to the mean is the statistical tendency for extreme scores to move closer to the average on retesting.
Pilot studies test feasibility, instruments, and procedures before the full study.
No manipulation occurs; the researcher examines an association between variables, so it is correlational.
Random assignment balances known and unknown confounders across groups, reducing selection bias.
Quasi-experimental designs lack random assignment, so pre-existing group differences threaten internal validity.
A mediator explains or accounts for the relationship between predictor and outcome.
A moderator changes the strength or direction of the relationship between independent and dependent variables.
Theoretical saturation occurs when new data no longer generate new insights or themes.
The pretest itself can sensitize or provide practice, affecting posttest performance; this is the testing effect.
Systematic sampling selects every kth element after a random start.
Obtaining permissions from all relevant stakeholders demonstrates ethical respect for the research site, protecting participants' rights and maintaining institutional and community trust.
Retention of information serves as an intervening variable explaining how increased memory capacity translates into improved test performance through the underlying retention mechanism.
Empirical research requires that findings be grounded in direct observation or experimentation rather than opinion, tradition, or speculation, ensuring evidence-based conclusions.
After identifying a research problem, researchers review existing literature to understand prior findings, theoretical frameworks, and gaps before proceeding to data collection.
Systematic research follows an organized, orderly sequence of steps from problem identification through data collection and analysis, ensuring logical progression and coherent methodology.