G-P18 · TOPIC · digital-inclusionGCRI dossier · service level R0
GCRIDigital Public InfrastructureIn development
Topic dossier · Digital Public Infrastructure

Digital inclusion

Digital public services are only public if everyone can use them. People without connectivity, devices, skills, accessible design or trust are excluded unless services offer alternatives. This page sets out why people are excluded from digital public services, how inclusion and accessibility are measured, and what evidence serves the agencies that design and deliver them.

01In brief

The short answer.

Digital inclusion in public services is the condition in which everyone can use public services delivered digitally, or reach them through alternatives. Access is uneven, inaccessible design excludes people with disabilities and low literacy, assisted channels help, and distrust deters some people from using services.

02Geography

Connected activity in India.

For digital inclusion, in GCRI's spatial-intelligence reading, the map opens on population density, night lights and true-colour imagery with true colour from NASA GIBS, framed on India; every other NASA layer, live feed and forecast waits in the layer list.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 3

Connected activity, for this page

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

For digital inclusion, in GCRI's spatial-intelligence reading, the map opens on population density, night lights and true-colour imagery with true colour from NASA GIBS, framed on India; every other NASA layer, live feed and forecast waits in the layer list.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · Copernicus Sentinel-2 L2A · NASA HLS S30Sources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MODIS land products (vegetation indices, gross primary production, land cover), NASA LP DAAC and LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Observed (EO): Copernicus Sentinel-2 L2A (contains modified Copernicus Sentinel data 2026), Microsoft Planetary Computer
  • Observed (EO): NASA HLS S30 (contains modified Copernicus Sentinel data 2026). We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS).
  • Optional layers (35 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE · 13 Oct 2026
  • Land cover type (IGBP), yearly: MODIS Terra and Aqua land cover (MCD12Q1), NASA LP DAAC · 2024
  • Enhanced vegetation index, rolling 8 days: MODIS Terra EVI, NASA LANCE · 13 Oct 2026
  • Vegetation greenness (NDVI), rolling 8 days: MODIS Terra NDVI, NASA LANCE · 13 Oct 2026

03Console

Consent and inclusion board, in outline.

The working screen behind this subject: its structure, terms and states. Names are placeholders and values illustrative.

Consent and inclusion board

Digital inclusion · Data exchange · Quarter 3

Review openGCRI · Digital Public Infrastructure

Consent artefacts

Benefit eligibility89978433
Credit scoring281564160
Health record share9188362

Inclusion

Women with access57 pct · req 80Rural with access55 pct · req 75Assisted channel use23 pct
Consent and inclusion board: the screen's structure, terms and states for Digital inclusion.Placeholder names and illustrative values; a design, not a record or a live system.
04The question

Digital inclusion: how the risk develops.

Coverage, access, affordability and literacy. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

Mechanism

Access is uneven

Rural areas, poorer households and older people are less likely to have connectivity and devices suitable for online services.

Mechanism

Design can exclude

Services that are not accessible, available in local languages or simple to use exclude people with disabilities and low literacy.

Mechanism

Assisted channels matter

In-person and assisted channels, such as service centres and intermediaries, let people use digital services with help.

Mechanism

Distrust deters use

Fear of fraud, surveillance or errors leads some people to avoid digital services even when they could use them.

05Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Assisted digitalHelp provided to people who cannot use online services independently.
AccessibilityThe design of services so that people with disabilities can use them effectively.
Digital literacyThe skills needed to use digital devices and services safely and effectively.
06Indicators

What is measured, and how well.

Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.

IndicatorUnitCadenceSource typeLabel
Individuals using the internetpercent of populationannualITU estimatesESTIMATED
Use of online public servicespercent of adultsannualSurveysREPORTED
Public websites meeting accessibility criteriapercent of audited sitesper auditAccessibility monitoringOBSERVED
Services available in assisted or offline channelspercent of servicesper assessmentService inventoriesDECLARED
Digital skillspercent of adults with basic skillsper surveySkills surveysREPORTED
Reasons for not using online servicespercent by reasonper surveySurveysREPORTED
07Canvas

From sources to decisions.

The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.

Pipeline canvas · Digital inclusion as a run graphDesign, not a record
Digital inclusion: incident response across CSF 2.0 functionsAn adverse event is detected and triaged; response analyses, contains and communicates; recovery restores services from clean backups; improvement and governance close the loop with lessons and reporting. Design of the process, not a record of a run.

Fig. 02Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.

08Sources

Where the evidence comes from.

Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.

SourceWhat it givesLicence class
ITU Facts and FiguresInternet use by country, sex and locationPublic, ITU terms (to check)
Eurostat digital economy and society statisticsUse of e-government and digital skillsOpen, Eurostat reuse policy
UN E-Government SurveyOnline service provision across countriesPublic, UN terms of use
Web Accessibility Directive monitoring reportsAccessibility of public sector websites in the EUPublic, EU terms
W3C Web Content Accessibility GuidelinesAccessibility criteriaOpen, W3C terms
09Decisions

Who decides, and what the evidence serves.

Digital Public Infrastructure prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

Who decidesThe questionEvidence this page serves
Digital government agenciesHow to design services everyone can useInclusion profiles; accessibility audits
Service ownersWhich assisted and offline channels to keepChannel reviews
RegulatorsHow to enforce accessibility requirementsAudit evidence

Outputs this topic produces

  • Inclusion profiles for digital public services
  • Accessibility audit methods
  • Assisted channel reviews
  • Evidence notes for inclusive service design
10Core questions

What experts ask.

Digital public infrastructure only creates public value if people can use it. Gaps in connectivity and skills follow familiar lines: rural areas, older people, people with disabilities, women in some regions, low-income households and people with limited literacy. When services become digital-only, these groups can lose access to benefits and services they previously reached in person.

  • Who has network coverage, an affordable device and affordable data, and who does not?
  • Which skills do people need to use public digital services, and how are they acquired?
  • Are services designed to be accessible to people with disabilities and usable on basic devices and low bandwidth?
  • What assisted and offline channels remain for people who cannot or will not use digital services?
11Mechanisms

Drivers and processes.

Inclusion depends on infrastructure, affordability, capability and design together.

Coverage

Networks

Mobile and fixed networks reach most populations but leave gaps in remote areas; coverage does not mean usage.

Affordability

Devices and data

Cost of smartphones and data can be a major barrier for low-income households.

Capability

Skills and design

Digital literacy, language and accessible design decide whether people can complete tasks on their own.

Inclusion research distinguishes between access, use and benefit. A person may live under network coverage but not own a suitable device; may own a device but lack the skills or confidence to complete a government form; may complete the form but be unable to resolve an error without help. Each stage needs its own evidence and its own response.

12Methods and data

How the evidence is built, and its limits.

  1. 01

    Coverage maps

    Operator and regulator coverage maps often overstate real-world service quality.

  2. 02

    Household surveys

    Show device ownership, use and skills by group. Infrequent surveys can miss rapid change.

  3. 03

    Service analytics

    Completion and drop-off rates in digital services reveal barriers, but only for people who start.

  4. 04

    Accessibility testing

    Testing against recognized accessibility guidelines and with users with disabilities.

13Methods

How it is studied, and what the methods cannot say.

14Questions

Questions and answers.

What is digital inclusion in public services?
Ensuring that everyone, including people without devices, skills or connectivity and people with disabilities, can access public services, digitally or through alternatives.
What are the WCAG guidelines?
The Web Content Accessibility Guidelines from W3C, which set testable criteria for making web content accessible to people with disabilities.
Why keep non-digital channels?
Because some people cannot or will not use online services, and removing alternatives would exclude them from public services they are entitled to.
Is the digital divide closing?
Access has grown substantially, but gaps in quality, affordability and skills persist, and new gaps appear as services become more demanding.
Should public services be digital by default?
Digital by default can work if assisted and offline alternatives remain for people who need them. Digital-only services risk excluding the most vulnerable.
How is inclusion measured?
Through coverage, ownership, use, skills and outcomes, broken down by group. Averages hide the gaps that matter.
Does the platform fund connectivity?
No. The Global Centre for Risk and Innovation (GCRI) does not finance infrastructure. It publishes evidence that informs those who do.
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