Research Foundations
Which of the following is the primary purpose of research in counseling?
A. To confirm personal clinical beliefs
B. To advance knowledge and inform practice
C. To replace clinical judgment
D. To eliminate client variability
B. To advance knowledge and inform practice
Which research method focuses on numerical data and statistical analysis?
A. Qualitative
B. Quantitative
C. Mixed methods
D. Phenomenological
B. Quantitative
The mean is BEST defined as:
A. Most frequent score
B. Middle score
C. Average score
D. Range of scores
C. Average score
Evidence-based practice in counseling is BEST defined as:
A. Using only research findings to guide treatment
B. Prioritizing counselor intuition over data
C. Following standardized treatment manuals exclusively
D. Integrating research evidence, clinical expertise, and client preferences
D. Integrating research evidence, clinical expertise, and client preferences
Counselors use data in practice PRIMARILY to:
A. Replace clinical judgment
B. Support decision-making and improve services
C. Eliminate client differences
D. Avoid ethical responsibility
B. Support decision-making and improve services
Which section of a research article provides the MOST information about how participants were selected and how the study was conducted?
A. Introduction
B. Literature Review
C. Methodology
D. Discussion
C. Methodology
A study exploring clients’ lived experiences in therapy is MOST likely using which type of research method?
A. Experimental
B. Correlational
C. Qualitative
D. Quasi-experimental
C. Qualitative methods
Which measure of central tendency is MOST affected by extreme scores?
A. Mean
B. Median
C. Mode
D. Range
A. Mean
Which ethical principle is MOST directly supported by ensuring participants understand the risks and purpose of a study?
A. Justice
B. Informed consent
C. Fidelity
D. Beneficence
B. Informed consent
Which of the following BEST represents using data to inform counseling practice?
A. Relying only on intuition
B. Ignoring client feedback
C. Tracking client progress over time
D. Avoiding standardized measures
C. Tracking client progress over time
A counselor reads a study and notices the sample is small and lacks diversity. This MOST directly limits:
A. Reliability
B. Internal validity
C. External validity
D. Statistical significance
C. External validity
In an experimental study, the variable that is manipulated is the:
A. Independent variable
B. Confounding variable
C. Dependent variable
D. Control variable
A. Independent variable
A p-value less than .05 typically indicates:
A. The results are practically significant
B. The null hypothesis is rejected
C. The study is highly reliable
D. The effect size is large
B. The null hypothesis is rejected
Maintaining confidentiality in research primarily protects:
A. Statistical validity
B. Participant identity
C. Research outcomes
D. Internal validity
B. Participant identity
A counselor notices that most clients drop out after three sessions. This is BEST described as:
A. Inferential statistical analysis
B. Identification of a pattern in practice data
C. Experimental manipulation
D. Random sampling
B. Identification of a pattern in practice data
Which of the following BEST describes a counselor acting as a critical consumer of research?
A. Accepting findings from peer-reviewed journals without question
B. Evaluating methodology, bias, and applicability
C. Applying all findings directly to practice
D. Focusing only on statistically significant results
B. Evaluates methodology, bias, and applicability
Which research design is MOST appropriate when random assignment is not feasible, but comparison between groups is still desired?
A. Experimental
B. Quasi-experimental
C. Phenomenological
D. Case study
B. Quasi-experimental
Correlation is BEST defined as a measure of:
A. Cause-and-effect relationship
B. The strength and direction of a relationship between variables
C. Differences between experimental groups
D. Variability within a single variable
B. The strength and direction of a relationship between variables
A culturally responsive researcher would MOST likely:
A. Use one standardized measure for all populations
B. Ignore cultural variables
C. Adapt methods to fit participants’ cultural context
D. Avoid diverse samples
C. Adapt methods to fit participants’ cultural context
When interpreting counseling-related data, which of the following is MOST important?
A. Focusing only on statistically significant findings
B. Ignoring contextual factors
C. Considering limitations and context
D. Using the largest possible sample
C. Considering limitations and context
A study finds a statistically significant result, but the effect size is very small. What is the BEST interpretation?
A. The finding may have limited practical significance
B. The finding is not useful
C. The result is likely due to error
D. The study lacks internal validity
A. The finding may have limited practical significance
A researcher collects survey data (quantitative) and follows up with interviews (qualitative). This is:
A. Longitudinal research
B. Correlational design
C. Mixed methods research
D. Experimental research
C. Mixed methods research
A strong negative correlation indicates:
A. Both variables increase together
B. Both variables decrease together
C. One variable increases as the other decreases
D. No relationship exists
C. One variable increases as the other decreases
A researcher reports only statistically significant findings and omits non-significant results. This practice MOST threatens:
A. Reliability
B. External validity
C. Ethical integrity in reporting
D. Randomization
C. Ethical integrity in reporting
Which of the following BEST describes a limitation of using data in counseling practice?
A. Data always reflect client experiences accurately
B. Data eliminate the need for clinical judgment
C. Data may not capture the full complexity of client experiences
D. Data are not useful in individual counseling
C. Data may not capture the full complexity of client experiences