Curriculum Competency Mapping for Indonesian IT Programs – Course Learning Outcomes and Skill Statements (2025)

Description

This dataset contains course learning outcomes and competency statements collected from Indonesian Information Technology (IT) bachelor’s degree programs. Each entry represents a specific learning objective, skill outcome, or competency expectation associated with the IT curriculum. The data were compiled to support research on bilingual skill mapping and alignment between university curricula and job market demands. Variables include the text of each competency statement or learning outcome. These statements cover a wide range of IT domains such as web development, database systems, networking, programming languages, digital media production, business and entrepreneurship topics relevant to IT, system analysis and design, network and security, and emerging computing topics. This dataset is intended to be used for curriculum analysis, text mining, skill mapping studies, and educational alignment research.

Steps to reproduce

This dataset contains text statements of course learning outcomes and competency descriptions from Indonesian Information Technology (IT) bachelor programs. To use this dataset: Load the dataset file (CSV or Excel) into your analysis tool of choice (e.g., Python pandas, R, spreadsheet software). The dataset contains a single column (sentence), where each row is one curriculum competency or learning outcome statement. Each entry can be: categorized into skill domains (e.g., programming, networking, database, business skills), used for text analysis (e.g., keyword extraction, topic modelling), mapped to standardized job skill frameworks, incorporated into curriculum alignment studies or educational benchmarking. Researchers should refer to the descriptions and variable definitions in the README to understand the context and meaning of each statement. The dataset can be reused for comparative studies, curriculum design, machine learning text classification, or competency mapping across educational and industry standards.

Institutions

• Universiti Malaya

  Wilayah Persekutuan, Kuala Lumpur

Categories

Funders

• Lembaga Pengelola Dana Pendidikan

  Indonesia

Licence