Understand the topic
What this means in daily life
A useful school technology tool solves a learning or teaching problem that can be clearly described. Buying screens, opening an account or generating more content is not the same as improving learning.
Teachers should remain responsible for lesson choices and feedback. Students need ways to question digital answers, learn without a personal device and protect their information.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
3 source-linked reference records. 3 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Schools with computer access | 64.7% Historical reference | Academic year 2024–25 India; schools in UDISE+ | Reported facility availability. Limitations: Does not establish functioning devices, student access, accessible software or learning gains. | Department of School Education and Literacy, Ministry of Education Official government release UDISE+ 2024–25: Ministry of Education release and indicator tables Published: 2025-08-28 Publication checked: 2026-11-04 Value, period and coverage checked in publication |
| Schools with internet facility | 63.5% Historical reference | Academic year 2024–25 India; schools in UDISE+ | A connectivity reference for school technology planning. Limitations: Does not measure speed, reliability, affordability, actual classroom use or rural–urban gaps. | Department of School Education and Literacy, Ministry of Education Official government release UDISE+ 2024–25: Ministry of Education release and indicator tables Published: 2025-08-28 Publication checked: 2026-11-04 Value, period and coverage checked in publication |
| Smartphone users reporting educational use in the preceding week | 57% Historical reference | ASER 2024 survey; preceding-week use Rural children aged 14–16 who reported knowing how to use a smartphone | Self-reported educational use among the stated users. Limitations: Denominator is not all children aged 14–16; does not establish learning improvement or equal device access. | ASER Centre / Pratham Education Foundation Primary research report non government sample survey Published: Not stated on the retrieved publication Publication checked: 2026-11-04 Value, period and coverage checked in publication |
| Usable access, not devices purchased | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Teacher adoption with purpose | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Learning or time benefit | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
10 ideas for this topic
What could be done — and what needs testing
These are proposals for research and local testing. They are not claims that a project has been funded, implemented or proved successful.
A learning-problem procurement brief
Before selecting a tool, state the classroom problem, intended users and the task it should improve.
What to check: Compare it with a paper-based or simpler option and include recurring support costs.
An offline lesson library
Prepare approved resources that work through shared devices or local storage when internet service is unreliable.
What to check: Check language support, copyright permission and whether updates reach every school.
Teacher review before AI-generated material
Require a teacher to check facts, examples, reading level and bias before using generated lesson material.
What to check: Log corrections and remove tools that repeatedly create unsafe or misleading content.
A device repair and uptime register
Record which devices are usable, their faults, repair owner and expected return to service.
What to check: Include spare parts, charging, secure storage and repair cost in the service plan.
A shared-device timetable
Design group activities so access does not depend on owning a phone at home.
What to check: Observe who handles the device, who speaks and who gets left out during group work.
Classroom tools that collect less personal data
Ask vendors and school teams to justify each data field and avoid collecting information unrelated to the learning task.
What to check: Review access, retention, deletion and advertising arrangements before use.
Students check a digital answer
Use supervised exercises where students compare an AI answer with textbooks, observations or an approved source.
What to check: Reward finding uncertainty and mistakes rather than accepting fluent wording as proof.
Accessible resource testing
Invite learners with different access needs to test captions, keyboard use, text size and audio alternatives.
What to check: Fix practical barriers before calling the resource inclusive.
A focused feedback-tool trial
Test one teacher-supervised use case, such as identifying practice errors, against the existing method.
What to check: Measure learning quality, incorrect feedback, teacher workload and access differences.
A tool exit plan
Keep curriculum resources and school records in usable formats that can move when a contract ends.
What to check: Test exporting information and continuing lessons without the vendor.
