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Everything about Data-driven instruction
Data-driven instruction is an educational approach that relies on information to inform teaching and learning. The idea refers to a method teachers use to improve instruction by looking at the information they have about their students. It takes place within the classroom, compared to data-driven decision making. Data-driven instruction works on two levels. One, it provides teachers the ability to be more responsive to students’ needs, and two, it allows students to be in charge of their own learning. Data-driven instruction can be understood through examination of its history, how it is used in the classroom, its attributes, and examples from teachers using this process. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Data-driven instructionA 5-minute orientation
- Skim a recent paper: Setting standards for SDLMI fidelity: Promoting Data‐driven decision making to advance Self‐determination instructionInfluential work since 2022
- Pick up a classic book: The Journey from Novice to Master in LiteracyThe most-reprinted book on the subject
- Read the landmark paper: Ability Grouping and Differentiated Instruction in an Era of Data-Driven Decision MakingCited 92 times
- Go sideways: Formative assessmentA closely related topic
- Go sideways: Summative assessmentA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Ability Grouping and Differentiated Instruction in an Era of Data-Driven Decision Making
Combining computer-mediated communication with data-driven instruction: EFL learners’ pragmatic development of compliment responses
RETRACTED ARTICLE: Improving physical education through innovative multimedia learning platform and data-driven instruction
L2 Chinese learners’ pragmatic developmental patterns in data-driven instruction and computer-mediated communication (CMC)
LABSIM: A data-driven simulation program for instruction in research design and statistics
A Data-Driven Approach to Engineering Instruction: Exploring Learning Styles, Study Habits, and Machine Learning
Using Maps to Promote Data-Driven Decision-Making: One Library’s Experience in Data Visualization Instruction
Need for data-driven instruction of engineering English
🆕 Influential since 2022
Setting standards for SDLMI fidelity: Promoting Data‐driven decision making to advance Self‐determination instruction
Exploring the data-driven approach to grammar instruction in the ELT context of Turkey
Research on English Writing Instruction Based on Data-Driven Learning (DDL)
High-quality data selection-driven instruction tuning for biomedical large language models
Model compression-driven instruction data mining framework with integrated adversarial attack strategies
📚 Books worth reading
The Journey from Novice to Master in LiteracyDeborah Smith · 2022
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Formative assessment Formative assessment, formative evaluation, formative feedback, or assessment for learning, including diagnostic testing, is a range of formal and informal…
- Summative assessment Summative assessment, summative evaluation, or assessment of learning is the assessment of participants in an educational program. Summative assessments…
- Educational assessment Educational assessment or educational evaluation is the systematic process of documenting and using empirical data on the knowledge, skill, attitudes,…
- Teacher leadership Teacher leadership is a term used in K-12 schools for classroom educators who simultaneously take on administrative roles outside of their classrooms to…
- Differentiated instruction Differentiated instruction and assessment, also known as differentiated learning or, in education, simply differentiation, is a framework or philosophy…
- Data-informed decision-making Data-informed decision-making (DIDM) refers to the collection and analysis of data to guide decisions and improve chances of success. Another form of this…
- Mastery learning Mastery learning is an instructional strategy and educational philosophy that emphasizes the importance of students achieving a high level of competence…
- Electronic assessment Electronic assessment, also known as digital assessment, e-assessment, online assessment or computer-based assessment, is the use of information technology…