Predicting Student Learning Effectiveness in Higher Education Based on Big Data Analysis

Table 1

Common evaluation methods for each type of learning objectives.

Category of learning objectives	Evaluation method
Knowledge and skills under discipline exclusive	Ordinary learning performance, stage assessment, final examination, and practical training assessment
Higher-order thinking skills	Knowledge network, mind mapping, case study, problem exploration, and project practice
Humanistic literacy and values	Free discussion, simulation, role play, and real-life practice
Professionalism and ethics	Identifying facts and opinions, engineering cognition, project practice, and practice reflection and evaluation
Personality development and lifelong learning	Cooperative learning, cooperative practice, project management and communication, and self-learning and evaluation