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From the IFT source library

Digital, AI & Technology

Topic-specific explanations and research proposals developed from IFT source content. Local evidence, permissions, costs and results remain to be established.

Original source ↗

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.

Data references for Digital, AI & Technology
SignalReference ValuePeriod / PopulationHow to Read ItSource 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Historical reference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Historical reference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Historical reference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

ASER 2024 National Findings

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.

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.

Idea 01

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.

Idea 02

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.

Idea 03

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.

Idea 04

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.

Idea 05

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.

Idea 06

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.

Idea 07

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.

Idea 08

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.

Idea 09

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.

Idea 10

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.

15 questions, answered clearly

Questions about Digital, AI & Technology

How should a school choose education technology?

Start with a specific learning need and compare suitable options. The choice should consider teacher use, accessibility, maintenance, privacy and evidence of benefit.

How can digital learning work without constant internet?

Schools can use downloadable resources, local libraries and shared-device sessions. Teachers still need a plan for access, updates and students who cannot use the device independently.

Can AI replace the teacher in this model?

No. It may assist preparation or feedback, but teachers must review its output, understand students' needs and decide how material is used.

Why count usable devices rather than devices purchased?

A broken, uncharged or inaccessible device cannot support a lesson. Operational records show whether equipment is available when teachers and learners need it.

Can shared devices support fair participation?

They can if roles, time and accessible materials are planned. Simply putting several children around a screen does not guarantee that each child participates.

What student information should a learning tool collect?

Only information needed for its agreed purpose should be considered. Schools must understand who can access it, how long it is kept and how families receive clear explanations.

How can students learn to question AI output?

Ask them to identify claims, check sources and explain uncertainty. A confident or well-written answer can still be wrong.

What makes a digital lesson accessible?

Students must be able to perceive, understand and use it. Depending on needs, that may involve captions, keyboard access, readable text, alternative formats and teacher support.

What should an AI classroom trial measure?

It should assess learning, errors, access, safety and the work required from teachers. Screen time or login counts alone do not show educational value.

Why does a school need an exit plan for software?

A school should not lose essential records or teaching materials when funding or a contract ends. Portability and a fallback method reduce dependence on one provider.

What would the “Classroom tools that collect less personal data” idea involve?

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.

What would the “Students check a digital answer” idea involve?

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.

What would the “Accessible resource testing” idea involve?

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.

What would the “A focused feedback-tool trial” idea involve?

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.

What would the “A tool exit plan” idea involve?

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.