Indicator 4.4.1: Proportion of youth and adults with information and communications technology (ICT) skills, by type of skill
Target 4.4: By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship
Goal 4: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all
This indicator is defined as the percentage of youth (aged 15-24 years) and adults (aged 15 years and above) that have undertaken certain computer-related activities in a given time period (e.g. last three months).
Computer-related activities to measure ICT skills include:
A computer refers to a desktop computer, a laptop (portable) computer or a tablet (or similar handheld computer). It does not include equipment with some embedded computing abilities, such as smart TV sets or cell phones.
Rationale and Interpretation:
ICT skills determine the effective use of information and communication technology. The lack of such skills continues to be one of the key barriers keeping people, in particular women, from fully benefitting from the potential of information and communication technologies. This indicator makes the link between ICT usage and impact and helps measure and track the level of proficiency of users. A high value indicates that a large share of the reference population has the ICT skill being measured.
Ministry of education, national statistical offices and other data providers would be required to conduct household surveys or learning assessment such as Multiple Indicator Cluster Surveys (MICS), to collect information for calculation of this indicator. In some cases, surveying the schools which maintain administrative data on ICT skills of students can also be a valid source. For cross-national purposes, data providers include Eurostat and the International Telecommunication Union (ITU).
The indicator, ,is calculated as follows:
PICTS is the percentage of people in age group a who have ICT skill s
ICTa,sis the number of people in age group a who have ICT skill s;
Pais the population in age group a; and
s denotes one of the listed 9 ICT skills.
The indicator is calculated as the percentage of people in a given population who have responded ‘yes’ to a selected number of variables e.g. the use of ICT skills in various subject areas or learning domains, the use of ICT skills inside or outside of school and/or workplace, the minimum amount of time spent using ICT skills inside and outside of school and/or workplace, availability of internet access inside or outside of school and/or workplace, etc.
Comments and limitations:
The indicator is based on the responses provided by interviewees regarding certain computer-related activities that they have carried out in a reference period of time. However, it is not a direct assessment of skills nor of the effectiveness of how those activities were conducted.
This indicator is relatively new but based on an internationally-agreed definition and methodology, which have been developed under the coordination of International Telecommunications Union (ITU), through its Expert Groups and following an extensive consultation process with countries. It is also one of the Partnership on Measuring ICT for Development’s Core List of Indicators, which was endorsed by the UN Statistical Commission in 2014.
Proxy, alternative and additional indicators: N/A
This indicator is required to be disaggregated by type of skill. Therefore, this indicator should be calculated for each of the 9 ICT skills separately using the number of respondents that have responded ‘yes’ to questions on each skill. This indicator can also be disaggregated by age or age-group of students, sex, location and socio-economic status if collected in the relevant survey.
Official SDG Metadata URL
SDG 4 global and thematic indicators Metadata URL
Eurostat (2015). Methodological Manual for Statistics on the Information Society. Available at: https://circabc.europa.eu/sd/a/50760cae-348b-4a8a-9569-a96a6704fb70/Methodological_Manual_2015_ISS.zip
This document was prepared based on inputs from United Nations Educational, Scientific and Cultural Organization (UNESCO) Institute for Statistics (UIS) and International Telecommunications Union (ITU).
For focal point information for this indicator, please visit https://unstats.un.org/sdgs/dataContacts/