{"id":30114,"date":"2026-02-18T15:17:27","date_gmt":"2026-02-18T07:17:27","guid":{"rendered":"https:\/\/owis.org\/in\/?p=30114"},"modified":"2026-03-30T15:34:50","modified_gmt":"2026-03-30T07:34:50","slug":"using-data-to-improve-educational-outcomes","status":"publish","type":"post","link":"https:\/\/owis.org\/in\/glossary\/using-data-to-improve-educational-outcomes\/","title":{"rendered":"Using Data to Improve Educational Outcomes"},"content":{"rendered":"

Each child starts school with their own story. Some learn to read quickly, others need extra help with math, and some may struggle quietly for a long time before anyone realises. If schools could notice these patterns <\/span>sooner and respond, it would make a big difference. That is where using data in education helps.<\/span><\/p>\n

In education, data is not just about numbers or spreadsheets. It helps teachers better understand students and make more informed decisions about teaching, support, and guidance.<\/span><\/p>\n

This blog explains the key terms, ideas, and systems that are important in data-driven education today.<\/span><\/p>\n

What Is Data-Driven Decision-Making (DDDM)?<\/b><\/h2>\n

DDDM is the practice of collecting, analysing, and interpreting student information to improve teaching strategies and learning outcomes. Think of it as a cycle: assess students, review the results, adjust your approach, and repeat.<\/span><\/p>\n

According to a 2023 literature review published in <\/span>Literature Reviews in Education and Human Services<\/span><\/i>, DDDM works best when it includes multiple data points, not just exam scores, but attendance, classroom observations, and student work samples.<\/span><\/p>\n

IB Schools Bangalore<\/b><\/a>\u00a0 that use a clear DDDM process often see better results, especially for students who need extra help.<\/span><\/p>\n

What Are the Types of Assessments Schools Use?<\/b><\/h2>\n\n\n\n\n\n\n\n
Assessment Type<\/th>\nPurpose<\/th>\nExample<\/th>\n<\/tr>\n<\/thead>\n
Formative<\/td>\nMeasures learning during instruction<\/td>\nExit tickets, classroom quizzes, observations<\/td>\n<\/tr>\n
Summative<\/td>\nEvaluates learning after a unit or term<\/td>\nFinal exams, board exams, annual tests<\/td>\n<\/tr>\n
Interim<\/td>\nTracks progress two or three times a year<\/td>\nMid-term assessments, benchmark tests<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Formative assessments are valuable because they give teachers quick feedback. For example, a short quiz at the end of a lesson can show which students understood the topic and who needs more help. Teachers who use these assessments often can ad<\/span>just their teaching strategies every day.<\/span><\/p>\n

Why Data Analytics in Education is Important for Student Success?<\/b><\/h2>\n

As Jenna Bostick, a higher education advocate, shared on LinkedIn:<\/span><\/p>\n

“Students who are constantly in a \u2018survival mode\u2019 are probably due for some real human-to-human conversation to understand their needs better.”<\/span><\/i><\/p>\n

Her words remin<\/span>d us that educational data should drive real action, not replace personal support. When schools use data well, they can see which students need encouragement, who needs academic help, and who needs one-on-one support.<\/span><\/p>\n

The National Achievement Survey (NAS) 2021, conducted by NCERT, found significant gaps between what students were expe<\/span>cted to know and what they actually knew. For example, many Class 5 students had trouble with reading and math at a Class 2 level. The finding shows why spotting problems early with data is so important.<\/span><\/p>\n

What Data Systems Exist in Schools Today?<\/b><\/h2>\n\n\n\n\n\n\n\n\n
System<\/th>\nWhat It Tracks<\/th>\n<\/tr>\n<\/thead>\n
UDISE+<\/td>\nSchool infrastructure, enrolment, and teacher appointment<\/td>\n<\/tr>\n
NAS<\/td>\nLearning outcomes across grades and subjects<\/td>\n<\/tr>\n
SDMS (School Data Management System)<\/td>\nIndividual student records and progress over time<\/td>\n<\/tr>\n
State MIS Portals<\/td>\nAttendance, mid-day meals, teacher data<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

The School Data Management System (SDMS), started in 2022-23 under UDISE+, is a big step forward. It tracks each student’s progress, making it possible to monitor them more closely. However, this data is not yet widely shared or used well in schools.<\/span><\/p>\n

How Can Schools Turn Data Into Better Teaching Strategies?<\/b><\/h2>\n

Data is only helpful if you use it well. Here\u2019s what research says works:<\/span><\/p>\n