Likert-Scale Survey Data on Higher-Order Thinking and Metacognitive Writing Strategies

Likert-scale data on HOTs and MWS includes five-level Likert scale survey responses from grade 11 students. The dataset was authored by Yutong AO and published on figshare in April 2026. It is stored in an XLSX file with a size of 60.8 KB.

Use Cases

• Analyzing correlations between metacognitive writing strategies and higher-order thinking skills based on Likert-scale survey responses.
• Training models to predict student cognitive profiles based on Likert-scale survey data.
• Benchmarking educational interventions for grade 11 students using Likert-scale survey data.
• Conforming factor analysis on Likert-scale survey constructs related to metacognition and higher-order thinking.

Strengths

• Data is structured in a tabular format suitable for statistical analysis.
• The dataset is openly licensed under CC-BY-4.0.
• The file size is 60.8 KB, indicating a manageable download.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset likely contains only Likert-scale survey responses, limiting the scope of analysis.

Provenance

Source

figshare

Collection Method

Likely collected via student surveys.

Freshness

Last updated 2026-04-18 02:11:24; freshness should be verified.