• POSTnote

    Screen use and health in young people

    Devices with screens include game consoles, laptops and televisions. Screen use refers to activities undertaken on such devices and the time spent on them. Children’s screen use has increased over the past decade. Policy-makers and parents have expressed concerns about possible effects of screen use on children/young people’s development and health. This POSTnote provides an overview of how children/young people use screens, the opportunities and risks of this use, evidence on the possible effects on health and development, and evidence on ways to support healthy screen use.

  • POSTnote

    Mental health impacts of COVID-19 on NHS staff

    Media headlines have predicted an increase in mental ill health among NHS staff during the COVID-19 pandemic. This POSTnote gives an overview of the scale and quality of current evidence on the mental health and well-being of NHS staff before and during the pandemic. It also discusses how staff are supported and the options for introducing other effective interventions as the pandemic continues.

  • POSTnote

    Interpretable machine learning

    Machine learning (ML, a type of artificial intelligence) is increasingly being used to support decision making in a variety of applications including recruitment and clinical diagnoses. While ML has many advantages, there are concerns that in some cases it may not be possible to explain completely how its outputs have been produced. This POSTnote gives an overview of ML and its role in decision-making. It examines the challenges of understanding how a complex ML system has reached its output, and some of the technical approaches to making ML easier to interpret. It also gives a brief overview of some of the proposed tools for making ML systems more accountable.

  • POSTnote

    Heat networks

    A heat network provides heating and hot water to an apartment, commercial site or series of buildings close together. It can also provide cooling. There is interest in using them to help reduce greenhouse gas emissions from UK buildings. This POSTnote looks at the technology of heat networks and their sources of heat. It looks at considerations when building new networks. It also outlines a potential future market framework.

  • POSTnote

    Digital sequence information

    Evolving life sciences and agricultural research approaches may have a decreasing need to access physical resources in future, such as plant seeds or viral material. Information and genetic data may be all that is required for commercial exploitation of biological resources. This POSTnote summarises the challenge this creates for international discussions on the governance of genetic resources and the possible options for addressing these.

  • POSTnote

    Remote sensing and machine learning

    There is increasing interest in using machine learning to automatically analyse remote sensing data and increase our understanding of complex environmental systems. While there are benefits from this approach, there are also some barriers to its use. This POSTnote examines the value of these approaches, and the technical and ethical challenges for wider implementation.

  • POSTnote

    A resilient UK food system

    The food system underpins many aspects of our society. It feeds us and shapes the economic, social and natural environments that we live in. The COVID-19 pandemic has further highlighted the importance of resilience in the food system. This POSTnote defines resilience and why it is needed, describes what a more resilient UK food system would look like and explores possible ways of achieving this.

  • POSTnote

    Marine renewables

    Marine renewables are technologies that generate electricity from tide and wave motion. They produce electricity without greenhouse gases, and could provide economic benefits for the UK. However, the technologies have been slow to develop, despite previous projections of growth. This POSTnote examines the causes of this delay and how the sector might develop.

  • POSTnote

    Natural mitigation of flood risk

    The UK’s flood risk from rivers, surface water and ground-water is projected to increase with climate change. Natural flood management (NFM) can be described as using the natural features of the land to store and slow down the flow of water. NFM is being piloted across the UK and its expansion is an objective of the Government’s 25 Year Environment Plan. This POSTnote examines the evidence for the effectiveness of NFM at reducing flood risk, and successful governance approaches to implementing NFM measures.

  • POSTnote

    Online extremism

    Extremism is possible in any ideology, including (but not limited to) politics and religion. Extremism can affect mental well-being, amplify hostility and threaten democratic debate. The global reach of the internet poses social and technological challenges for safeguarding citizens from extremism online. When the Commission for Countering Extremism surveyed over 2500 members of the public in 2019, 56% agreed that a lot more should be done to counter extremism online. This POSTnote outlines how the online environment can be used for extremist purposes, how exposure to online extremism can influence people and potential strategies to counter extremist content online.

  • POSTnote

    Infrastructure and climate change

    Key infrastructure areas such as transport, energy, water and telecoms are vital to society and the economy. Evidence suggests that climate change is increasing the frequency and severity of extreme weather events, posing a risk to infrastructure systems. This POSTnote looks at the main climate-related risks to the UK’s economic infrastructure, measures to reduce these risks and the main challenges to implementing resilience measures.

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