Logo UNICEF Innocenti
Office of Research-Innocenti
menu icon

Children and the Data Cycle

ights and Ethics in a Big Data World
Children and the Data Cycle:Rights and Ethics in a Big Data World

Author(s)

Gabrielle Berman; Kerry Albright

 

Publication date: 2017-05

Publication series:
Innocenti Working Papers

No. of pages: 37

Download the report

(PDF, 0.16 MB)

Abstract

In an era of increasing dependence on data science and big data, the voices of one set of major stakeholders – the world’s children and those who advocate on their behalf – have been largely absent. A recent paper estimates one in three global internet users is a child, yet there has been little rigorous debate or understanding of how to adapt traditional, offline ethical standards for research involving data collection from children, to a big data, online environment (Livingstone et al., 2015). This paper argues that due to the potential for severe, long-lasting and differential impacts on children, child rights need to be firmly integrated onto the agendas of global debates about ethics and data science. The authors outline their rationale for a greater focus on child rights and ethics in data science and suggest steps to move forward, focusing on the various actors within the data chain including data generators, collectors, analysts and end-users. It concludes by calling for a much stronger appreciation of the links between child rights, ethics and data science disciplines and for enhanced discourse between stakeholders in the data chain, and those responsible for upholding the rights of children, globally.

Available in:
English

More in this series: Innocenti Working Papers

Cross-Sectoral Learning in Implementation Research: Harnessing the potential to accelerate results for children
Publication

Cross-Sectoral Learning in Implementation Research: Harnessing the potential to accelerate results for children

By illuminating why and how interventions work in real world settings, Implementation Research (IR) is a powerful tool for increasing the likelihood that evidence-based interventions, programmes and policies are successfully implemented. The insights that IR generates help bridge the 'know-do gap' – the gap between what we know works and what actually happens on the ground when we try to put a policy or intervention into place. IR is a means for increasing the likelihood of successful outcomes, reducing the risk of wastage and failure and accelerating programme and system improvements to reduce inequities and achieve desired results. This paper, prepared by the Centre for Evidence and Implementation in collaboration with UNICEF, aims to promote a shared understanding of IR and its relevance to UNICEF's work.
The Impact of Interventions Targeting Caregivers, Health Workers and the Community to Alter Vaccine Behaviours and Childhood Vaccination Uptake: A Rapid evidence assessment protocol
Publication

The Impact of Interventions Targeting Caregivers, Health Workers and the Community to Alter Vaccine Behaviours and Childhood Vaccination Uptake: A Rapid evidence assessment protocol

Vaccination is one of the most effective measures for preventing illness, disability and death. In Europe and Central Asia, routine immunization rates vary between countries and over time. Behavioural determinants of vaccine hesitancy in the region include diminished trust among caregivers and health professionals; knowledge and awareness of vaccination; perceptions of risk; and health professionals’ skills, knowledge and attitudes. This rapid evidence assessment aims to summarize the impact of interventions targeting caregivers, healthcare workers and the community to improve intention and motivation to vaccinate and vaccination rates of children under 5 years old. The evidence will inform policy and programmatic recommendations.
Effectiveness of Inclusive Interventions for Children with Disabilities in Low- and Middle-income Countries: Protocol for an evidence and gap map
Publication

Effectiveness of Inclusive Interventions for Children with Disabilities in Low- and Middle-income Countries: Protocol for an evidence and gap map

Of the nearly 1 billion people with a disability, 80% live in low- and middle-income countries (LMICs) and 240 million are children. Children with disabilities remain one of the most marginalized and excluded groups in society. This protocol to the Evidence and Gap Map on the Effectiveness of Inclusive Interventions for Children with Disabilities Living in LMICs aims to identify the available evidence on inclusive interventions to improve access to health, education and social services for these children, and enable them to participate fully in society by addressing discrimination, improving living conditions, incorporating mainstreaming approaches and promoting empowerment. It highlights gaps in the evidence to prioritize future research and evaluation agendas; identifies contextual factors related to various populations and settings; and provides a database of peer-reviewed and grey literature in this area.
Barriers and Facilitators to Providing Assistive Technologies to Children with Disabilities in South Sudan
Publication

Barriers and Facilitators to Providing Assistive Technologies to Children with Disabilities in South Sudan

South Sudan is in a protracted crisis. Four million people have been displaced and many have been left living with high levels of injury, poverty and food insecurity. The impact of the crisis on children – who make up over 29% of the population – is particularly high, and a large number are at risk of being born with or acquiring a disability. Assistive technologies (AT) – the systems, services and products that enhance the functioning of people with impairments – are likely to be required by many children in South Sudan with disabilities. There is no reliable data available on disability prevalence or AT needs in South Sudan, though estimates suggest a range between 10% and 15% of the population. This work aims to understand the landscape of AT provision and the barriers and facilitators to provision and provides recommendations for priority actions.