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Case study
detailed observation and description of one or more cases; no manipulation of an independent variable
an in-de[th investigation of one individual, group, or specific case
Systematic review
starts with a research question
systematically searches literature
applies inclusion/exclusion criteria
critically evaluates evidence
a structured review that uses a defined process to identify and evaluate research on a question
Meta-analysis
combines results from previous studies to calculate an overall effect size
a statistical method that combines results from multiple studies
Ethnographic research
examines cultural and behavioral patterns within a group
research that studies the culture, practices, and experiences of a group
Content/discourse analysis
examines patterns in texts, images, audio, or video, particularly communication
Phenomenological research
explores the common lived experiences of a particular group
research that explores individuals’ lived experiences of a particular phenomenon
Thematic analysis
codes collected data for themes and groups those themes to develop findings
a method of identifying and organizing patterns or themes within qualitative data
What is an independent variable (IV)?
the variable that is manipulated by the researcher
what is a dependent variable (DV)?
the outcome or behavior being measured
what is an experimental research design
a design that manipulates an independent variable to examine its effect on a dependent variable
what is an RCT?
a randomized controlled trial; participants are randomly assigned to treatment or control groups
why is random assignment important
it helps reduce selection bias and creates comparable groups
what is a within-subjects design
the same participants experience multiple conditions or treatments
what is a between-subjects design
different groups of participants experience different conditions or treatments
what is a double-blind study
neither participants nor researchers know who receives the treatment or control condition
what is the difference between intention-to-treat and per-protocol
intention-to-treat analyzes participants as originally assigned;
per-protocol analyzes those who followed the study protocol
what is a single-subject experimental design
a design that repeatedly measures an individual’s behavior across different conditions
what does AB represent in a single-subject design
A = baseline; B = intervention
what is an ABAB design?
baseline, intervention, withdrawal of intervention, and reintroduction of intervention
what is experimental control in single-subject research
demonstrating that changes in behavior are related to the intervention
what is a multiple-baseline design
an intervention is introduced at different times across participants, behaviors, or settings
what are the three types of multiple-baseline designs
across participants
across behaviors
across settings
why might a researcher choose multiple baseline instead of ABAB
it avoids withdrawing an intervention that may be beneficial
what is a survey research design
a method of collecting information from participants through questions or questionnaires
what is a cross-sectional study
collects data from participants at one point in time
what is a longitudinal study
collects data from participants over an extended period of time
what is the difference between a trend study and a panel study
trend studies sample the same population over time; panel studies follow the same individuals
what is qualitative research
research that explores experiences, perspectives, and meanings using non-numerical data
what are the three principles of the Belmont report
respect for persons
beneficence
justice
what does repeat for persons mean
respecting autonomy and protecting individuals with limited autonomy
what does beneficence mean
maximizing benefits while minimizing potential harm
what does justice mean
fairly distributing the benefits and burdens of research
what is informed consent
providing participants with study information so they can voluntarily agree to participate
what is an IRB?
an Institutional Review Board that reviews research to protect human participants
what is the Common Rule
federal regulations that establish protections for human research participants
what is assent
a participant’s affirmative agreement to participate when they cannot legally provide consent
what is confidentiality
protecting participants’ information from being disclosed to unauthorized individuals
what is coercion in research
using threats or pressure that undermine a person’s voluntary decision to participate
what is reliability
the consistency of a measurement or research instrument
what is validity
the extent to which a tool measures what it is intended to measure
what is the difference between internal and external validity
internal validity concerns whether the results are due to the intervention;
external validity concerns whether findings generalize to other people or settings
what is selection bias
when differences between groups exist because participants were not selected or assigned fairly
what is attrition
when participants drop out of a study before it is completed
what is maturation
changes in participants over time that may affect study results
what is the Hawthorne effect
participants change their behavior because they know they are being observed
what is social desirability bias
participants answer questions in ways they believe will be viewed favorably
what is regression to the mean
extremely high or low scores tend to move closer to the average when measured again
what is counterbalancing
changing the order of conditions to reduce order effects
what is operationalization
defining how a variable will be measured or observed
what is experimenter bias
when a researcher’s expectations unintentionally influence the study or its results
what is sampling bias
when the sample does not accurately represent the population being studied
What are the 8 threats to internal validity
Testing: pretest changes participants’ attitudes/behaviors
Maturation: participants may change during the experiment or between repeated measures of the dependent variable due to the passage of time
Selection: non-random assignment (in between-subject designs) or participants self-select into the levels of the predictor variable
Attrition: during an experiment, some participants may drop out before it is completed, and those that drop out are somehow different _
Regression to the mean: participants with extreme scores at Time 1 tend to have scores closer to the average at Time 2
History: outside events (before/during the experiment) may influence participants in the experiment
Instrumentation: the reliability of an instrument/measure may change during an experiment due to human error or intervention
Experimenter bias: expectations of an outcome by experimenters may significantly influence that outcome
What is the difference between emic and etic perspectives
emic: the participant’s perspective
etic: the researcher’s perspective
Why are systematic reviews considered high in the evidence hierarchy
they synthesize findings from multiple studies, providing a broader and more comprehensive view of the evidence than an individual study
Why are systematic reviews valuable for evidence-based practice
they critically appraise existing research, identify consistent findings and gaps in knowledge, and help guide clinical recommendations