Supplementary Materials for Environmental Monitoring Teaching Reform

Pengfei Hei's dataset provides anonymized student work and a scoring rubric for a study on environmental monitoring curriculum reform. It contains 24 de-identified student project proposals and final reports. The materials support analysis of teaching methodologies and student competency development.

Use Cases

• Analyzing student learning outcomes based on the provided scoring rubric.
• Comparing pedagogical approaches using the anonymized project proposals and reports.
• Developing or benchmarking competency assessment frameworks for environmental science education.

Strengths

• Includes a defined set of 24 student artifacts for analysis.
• Provides a structured scoring rubric for competency assessment.
• Data is explicitly anonymized for ethical use.
• Available under a permissive CC-BY-4.0 license.

Limitations

• No column names or structured metadata are provided, limiting machine-readability.
• The dataset size (52136) is ambiguous and could refer to bytes, not a clear record count.
• Contains only supplementary materials for a specific manuscript, not a standalone research dataset.

Provenance

Source

Pengfei Hei, corresponding author for the related manuscript.

Collection Method

Collected as part of a teaching reform study; student work was de-identified.

Time Range

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Freshness

Last updated 2026-03-24.

Geography

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