Datasets:
MitrAnlil
/
RMethodsAssist

Dataset card Data Studio Files
xet
 Community
1
text
stringclasses
77 values
- Research Goal: Identify best practices in adaptive learning environments.
- Sample: Survey data from 5 institutions
- Data Type: System log data from LMS
### Response:
Confirmatory factor analysis can validate construct structure.
### Instruction:
Assess the alignment between research question and data collection method.
### Input:
- Research Goal: Explore digital literacy development among university freshmen.
- Sample: 20 undergraduate students
- Data Type: Audio transcripts
### Response:
Repeated measures ANOVA is suitable for within-subject design.
### Instruction:
How should effect size be reported in APA 7 style for an ANOVA?
### Input:
- Research Goal: Study teacher perceptions on AI-enhanced assessments.
- Sample: Cross-sectional sample of 75 adult learners
- Data Type: Reflective journals
### Response:
Consider multiple imputation for missing data if MAR assumption holds.
### Instruction:
Choose an appropriate visualisation technique for the described data.
### Input:
- Research Goal: Study teacher perceptions on AI-enhanced assessments.
- Sample: Experimental data from 3 conditions
- Data Type: System log data from LMS
### Response:
Consider multiple imputation for missing data if MAR assumption holds.
### Instruction:
Assess the alignment between research question and data collection method.
### Input:
- Research Goal: Study teacher perceptions on AI-enhanced assessments.
- Sample: Experimental data from 3 conditions
- Data Type: Clickstream analytics
### Response:
Repeated measures ANOVA is suitable for within-subject design.
### Instruction:
Assess the alignment between research question and data collection method.
### Input:
- Research Goal: Study teacher perceptions on AI-enhanced assessments.
- Sample: Cross-sectional sample of 75 adult learners
- Data Type: Open-ended interviews
### Response:
A sequential explanatory mixed-methods design is recommended.
### Instruction:
How should effect size be reported in APA 7 style for an ANOVA?
### Input:
- Research Goal: Explore digital literacy development among university freshmen.
- Sample: n=42, equally divided into 3 groups
- Data Type: Behavioral task scores
### Response:
Confirmatory factor analysis can validate construct structure.
### Instruction:
Select the most suitable statistical test.
### Input:
- Research Goal: Analyze longitudinal effects of metacognitive training.
- Sample: 20 undergraduate students
- Data Type: Clickstream analytics
### Response:
Thematic analysis supported by inter-coder agreement enhances reliability.
### Instruction:
Select the most suitable statistical test.
### Input:
- Research Goal: Study teacher perceptions on AI-enhanced assessments.
- Sample: 120 survey respondents
- Data Type: Pre- and post-test scores
### Response:
A sequential explanatory mixed-methods design is recommended.
### Instruction:
Select the most suitable statistical test.
### Input:
- Research Goal: Investigate how students regulate learning in flipped classrooms.