Datasets:
MitrAnlil
/
RMethodsAssist

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Choose an appropriate visualisation technique for the described data.
### Input:
- Research Goal: Investigate how students regulate learning in flipped classrooms.
- Sample: Archival data from an LMS
- Data Type: Survey responses on Likert scale
### Response:
Thematic analysis supported by inter-coder agreement enhances reliability.
### Instruction:
How should effect size be reported in APA 7 style for an ANOVA?
### Input:
- Research Goal: Track changes in research self-efficacy over a semester.
- Sample: 20 undergraduate students
- Data Type: Pre- and post-test scores
### Response:
A case study with embedded units will provide deep insights.
### Instruction:
How should effect size be reported in APA 7 style for an ANOVA?
### Input:
- Research Goal: Track changes in research self-efficacy over a semester.
- Sample: Cross-sectional sample of 75 adult learners
- Data Type: Survey responses on Likert scale
### Response:
Consider multiple imputation for missing data if MAR assumption holds.
### Instruction:
How should effect size be reported in APA 7 style for an ANOVA?
### Input:
- Research Goal: Analyze longitudinal effects of metacognitive training.
- Sample: 20 undergraduate students
- Data Type: Open-ended interviews
### Response:
Report: *F*(2, 59) = 4.32, *p* = .017, η² = .128.
### Instruction:
Identify the best strategy to handle missing data in this study.
### Input:
- Research Goal: Track changes in research self-efficacy over a semester.
- Sample: Archival data from an LMS
- Data Type: Survey responses on Likert scale
### Response:
A case study with embedded units will provide deep insights.
### Instruction:
Identify the best strategy to handle missing data in this study.
### Input:
- Research Goal: Identify best practices in adaptive learning environments.
- Sample: Interview data from 10 doctoral students
- Data Type: Test results under three instructional methods
### Response:
Thematic analysis supported by inter-coder agreement enhances reliability.
### Instruction:
Assess the alignment between research question and data collection method.
### Input:
- Research Goal: Assess the impact of peer feedback in online discussions.
- Sample: 15 university instructors
- Data Type: Open-ended interviews
### Response:
Use boxplots for visualizing score distributions across groups.
### Instruction:
Evaluate reliability strategy for the given instrument.
### Input:
- Research Goal: Assess the impact of peer feedback in online discussions.
- Sample: Interview data from 10 doctoral students
- Data Type: Observational field notes
### Response:
Stratified random sampling will ensure group representation.
### Instruction:
Identify the best strategy to handle missing data in this study.
### Input:
- Research Goal: Study teacher perceptions on AI-enhanced assessments.
- Sample: n=42, equally divided into 3 groups
- Data Type: Reflective journals
### Response:
Thematic analysis supported by inter-coder agreement enhances reliability.
### Instruction:
Assess the alignment between research question and data collection method.