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UNICEF Innocenti's complete catalogue of research and reports
Increasing Women’s Representation in School Leadership: A promising path towards improving learning
SPOTLIGHT

Increasing Women’s Representation in School Leadership: A promising path towards improving learning

Emerging evidence shows a positive association between women school leaders and student performance. Some studies suggest women school leaders are more likely than their male counterparts to adopt effective management practices that may contribute to improved outcomes. However, women remain largely underrepresented in school leadership positions, particularly in low- and middle-income countries. This brief presents emerging insights on the association between women school leaders and education outcomes and draws attention to women’s underrepresentation in school leadership roles. It highlights the need for further research on gender and school leadership to identify policies and practices that can be implemented to increase women’s representation and scale high-quality management practices adopted by women leaders to more schools to improve education outcomes for all children.
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Annual Report 2021
Publication

Annual Report 2021

The UNICEF Innocenti Annual Report 2021 highlights the key results achieved in research and evidence to inform policymaking and programming.
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Brief: Predictive Analytics for Children: An assessment of ethical considerations, risks, and benefits
Brief: Predictive Analytics for Children: An assessment of ethical considerations, risks, and benefits

AUTHOR(S)
Zara Rahman; Julia Keseru

Published: 2021 Innocenti Research Briefs
This brief examines the potential ethical issues, including benefits and risks, associated with predictive analytics as they pertain to children. 
It is based on a more in-depth working paper, UNICEF Innocenti Working Paper 2021-08, which provides further detail, guidance, and tools.
Predictive Analytics for Children: An assessment of ethical considerations, risks, and benefits
Predictive Analytics for Children: An assessment of ethical considerations, risks, and benefits

AUTHOR(S)
Zara Rahman; Julia Keseru

Published: 2021 Innocenti Working Papers
This paper examines potential ethical issues, including benefits and risks, associated with predictive analytics as they pertain to children. It is designed to support readers in gaining an overview of the current state of the field, knowledge of real-world deployments of predictive analytics and ultimately, a deeper understanding of the opportunities and potential harms of deploying predictive analytics that directly or indirectly target children.
What is encryption and why does it matter for children?
What is encryption and why does it matter for children?

AUTHOR(S)
UNICEF’s Cross-divisional Working Group on Child Online Protection

Published: 2020 Innocenti Research Briefs

Encryption encodes information so that it can only be read by certain people. ‘End-to-end’ is a robust form of encryption where only the users communicating can read the information. In other words, third parties – such as service providers – cannot decrypt the information.

It matters for children because while it protects their data and right to privacy and freedom of expression, it also impedes efforts to monitor and remove child sexual abuse materials and to identify offenders attempting to exploit children online.

Child Privacy in the Age of Web 2.0 and 3.0: Challenges and opportunities for policy
Child Privacy in the Age of Web 2.0 and 3.0: Challenges and opportunities for policy

AUTHOR(S)
Mario Viola de Azevedo Cunha

Published: 2017 Innocenti Discussion Papers

We live in an information society, where the flow of information in the virtual environment is unprecedented. Web 2.0 platforms – and recently Web 3.0 platforms and the Internet of Things (IoT) – represent an important step forward in enhancing the lives of both adults and children everywhere, by combining greater efficiencies with a wide availability of new tools that can boost individual creativity and collective production. This new environment has exposed adults and children to fresh challenges that deserve special attention, especially those surrounding privacy. The main objective of this paper is to address the challenges posed to child privacy online and the impact that these challenges might have on other rights such as freedom of expression, access to information and public participation. To do this, the paper first analyses the current (and foreseen) threats to child privacy online and the various approaches adopted by government and/or the private sector to tackle this issue. The paper also examines whether children’s perspectives and needs are considered in international debates on technology regulation, including in regard to the so-called ‘right to be forgotten’. It then contextualizes the protection of privacy (and data protection) in relation to other fundamental rights in the online environment, arguing that in most cases this interaction is rather positive, with the enforcement of the right to privacy serving to protect other rights. The paper concludes by proposing some policy recommendations on how to better address the protection of children’s online privacy. These objectives are achieved through literature review and analysis of legal instruments.

Children and the Data Cycle:Rights and Ethics in a Big Data World
Children and the Data Cycle:Rights and Ethics in a Big Data World
Published: 2017 Innocenti Working Papers

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.

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JOURNAL ARTICLES BLOGS
Responsible Innovation in Technology for Children: Digital technology, play and child well-being
Publication

Responsible Innovation in Technology for Children: Digital technology, play and child well-being

Digital experiences can have significant negative impact on children, exposing them to risks or failing to nurture them adequately. Nevertheless, digital experiences also potentially yield enormous benefits for children, enabling them to learn, to create, to develop friendships, and to build worlds. While global efforts to deepen our understanding of the prevalence and impact of digital risks of harm are burgeoning – a development that is both welcome and necessary – less attention has been paid to understanding and optimizing the benefits that digital technology can provide in supporting children’s rights and their well-being. Benefits here refer not only to the absence of harm, but also to creating additional positive value. How should we recognize the opportunities and benefits of digital technology for children’s well-being? What is the relationship between the design of digital experiences – in particular, play-centred design – and the well-being of children? What guidance and measures can we use to strengthen the design of digital environments to promote positive outcomes for children? And how can we make sure that children’s insights and needs form the foundation of our work in this space? These questions matter for all those who design and promote digital experiences, to keep children safe and happy, and enable positive development and learning. These questions are particularly relevant as the world shifts its attention to emerging digital technologies and experiences, from artificial intelligence (AI) to the metaverse, and seeks to understand their impact on people and society. To begin to tackle these questions, UNICEF and the LEGO Group initiated the Responsible Innovation in Technology for Children (RITEC) project in partnership with the Young and Resilient Research Centre at Western Sydney University; the CREATE Lab at New York University; the Graduate Center, City University of New York; the University of Sheffield; the Australian Research Council Centre of Excellence for the Digital Child; and the Joan Ganz Cooney Center. The research is funded by the LEGO Foundation. The partnership is an international, multi-stakeholder and cross-sectoral collaboration between organizations that believe the design and development of digital technology should support the rights and well-being of children as a primary objective – and that children should have a prominent voice in making this a reality. This project’s primary objective is to develop, with children from around the world, a framework that maps how the design of children’s digital experiences affects their well-being, and to provide guidance as to how informed design choices can promote positive well-being outcomes.
Resources to Support Marginalized Caregivers of Children with Disabilities: Guidelines for Implementation
Publication

Resources to Support Marginalized Caregivers of Children with Disabilities: Guidelines for Implementation

Support from caregivers is critical for children’s learning both at home and at school. However, the COVID-19 pandemic and disruption of education systems globally created additional expectations for parents to support their children’s learning at home. This particularly affected the most marginalized children as the crises exacerbated already existing inequalities in education. This document introduces the approach and purpose of a set of resources to support the marginalized caregivers of children with disabilities with inclusive education. It presents lessons learned from proof-of-concept pilots in Armenia and Uzbekistan, followed by step-by-step guidelines on how to adopt and adapt the resources for education ministries and others who want to implement them in their education system.
Reopening with Resilience: Lessons from Remote Learning during COVID-19: Europe and Central Asia
Publication

Reopening with Resilience: Lessons from Remote Learning during COVID-19: Europe and Central Asia

When schools started closing their doors due to COVID-19, countries in Europe and Central Asia quickly provided alternative learning solutions for children to continue learning. More than 90 per cent of countries offered digital solutions to ensure that education activities could continue. However, lack of access to digital devices and a reliable internet connection excluded a significant amount of already marginalized children and threatened to widen the existing learning disparities. This report builds on existing evidence highlighting key lessons learned during the pandemic to promote learning for all during school closure and provides actionable policy recommendations on how to bridge the digital divide and build resilient education systems in Europe and Central Asia.

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