Tag: DEFI

  • The COVID-19 Peer Hub as an example of Collective Intelligence (CI) in practice

    The COVID-19 Peer Hub as an example of Collective Intelligence (CI) in practice

    A new article by colleagues at the Cambridge Digital Education Futures Initiative (DEFI) illustrates academic understanding of Collective Intelligence (CI) through the COVID-19 Peer Hub, a peer learning initiative organized by over 6,000 frontline health workers in Africa, Asia, and Latin America, with support from The Geneva Learning Foundation (TGLF), in response to the initial shock of the pandemic on immunization services that placed 80 million children at risk of missing lifesaving vaccines. Learn more about the COVID-19 Peer Hub

    From the abstract:

    Collective Intelligence (CI) is important for groups that seek to address shared problems.

    CI in human groups can be mediated by educational technologies.

    The current paper presents a framework to support design thinking in relation to CI educational technologies.

    Our Collective Intelligence framework is grounded in an organismic-contextualist developmental perspective that orients enquiry to the design of increasingly complex and integrated CI systems that support coordinated group problem solving behaviour.

    We focus on pedagogies and infrastructure and we argue that project-based learning provides a sound basis for CI education, allowing for different forms of CI behaviour to be integrated, including swarm behaviour, stigmergy, and collaborative behaviour.

    We highlight CI technologies already being used in educational environments while also pointing to opportunities and needs for further creative designs to support the development of CI capabilities across the lifespan.

    We argue that Collective Intelligence education grounded in dialogue and the application of CI methods across a range of project-based learning challenges can provide a common bridge for diverse transitions into public and private sector jobs and a shared learning experience that supports cooperative public-private partnerships, which can further reinforce advanced human capabilities in system design.

    Article excerpt:

    As an example of Collective Intelligence in practice, in 2020–2021, more than 6000 health workers joined The Geneva Learning Foundation (TGLF) COVID-19 Peer Hub.

    Participants shared more than 1200 ideas or practices for managing the pandemic in their contexts within 10 days. Relevant peer ideas and practices were then referenced as participants produced individual, context-specific action plans that were then reviewed by peers before finalisation and implementation.

    Mapping of action plan citations (C3L 2022) demonstrate patterns of peer learning, between countries, organisations and system levels.

    In parallel, TGLF synthesises data generated by peer learners in formats legitimised by the global health knowledge system (e.g. Moore et al. 2022).

    The biggest challenge to CI in this context remains one of legitimacy: how can collective intelligence compete with the perceived gold standard of academic publication within this expert-led culture?

    We argue that as CI education is further developed and extends across the lifespan from school learning environment to work and organisational environments, CI technologies and practices will be further developed, evaluated, and refined and will gain legitimacy as part of broader societal capabilities in CI that are cultivated and reinforced on an ongoing basis.

    References

    • Kovanovic, V. et al. (2022) The power of learning networks for global health: The Geneva Learning Foundation COVID-19 Peer Hub Project Evaluation Report. Centre for Change and Complexity in Learning.
    • Moore, Katie, Barbara Muzzulini, Tamara Roldán, Juliet Bedford, and Heidi Larson. 2022. Overcoming barriers to vaccine acceptance in the community: Key learning from the experiences of 734 frontline health workers (1.0). The Geneva Learning Foundation. https://doi.org/10.5281/zenodo.6965355
    • Hogan, M.J., Barton, A., Twiner, A., James, C., Ahmed, F., Casebourne, I., Steed, I., Hamilton, P., Shi, S., Zhao, Y., Harney, O.M., Wegerif, R., 2023. Education for collective intelligence. Irish Educational Studies 1–30. https://doi.org/10.1080/03323315.2023.2250309
  • Digital challenge-based learning in the COVID-19 Peer Hub

    A digital human knowledge and action network of health workers: Challenging established notions of learning in global health

    When Prof Rupert Wegerif introduced DEFI in his blog post, he argued that recent technologies will transform the notions and practice of education. The Geneva Learning Foundation (TGLF) is demonstrating this concept in the field of global health, specifically immunization, through the ongoing engagement of thousands of health workers in digital peer learning.

    As images of ambulance queues across Europe filled TV screens in 2020, another discussion was starting: how would COVID-19 affect countries with weaker health systems but more experience in facing epidemic outbreaks?

    In the global immunization community, there were early signs that ongoing efforts to protect children from vaccine preventable diseases – measles, polio, diphtheria – would suffer. On the ground, there were early reports of health workers being afraid to work, being excluded by communities, or having key supplies disrupted. The TGLF quickly realised it had a role to play in ensuring that routine immunization would carry on in the Global South during the pandemic and then to prepare for COVID-19 vaccine introduction.

    Peer learning vs hierarchical, transmissive learning models

    Since 2016, TGLF had been slowly gaining traction in the world of immunization learning, with its digital peer learning programmes for immunization staff. These programmes reached around 15,000 people in their first four years, before the pandemic, about 70% of whom were from West and Central Africa, and about 50% of whom work at the lowest levels of health systems: health facilities and districts.

    The TGLF peer learning programmes were developed as an alternative to hierarchical, transmissive learning models, in which knowledge is developed centrally, translated into guidance by global experts, which is then disseminated through cascade training.

    In the hierarchical model, health workers are merely consumers at the periphery of the process. COVID-19 brought the inadequacies of this approach into sharper focus, as health workers dealt with challenges that had not been foreseen or processed through existing guidance.

    No technical guidance could address every scenario health workers faced, such as reaching the most marginalised communities or engaging terrified parents at a time when science had few reassuring answers. They needed to be creative and empowered to find their own solutions. Health professionals learned to rely on each other as peers, learning from each other how to negotiate many unknowns, without waiting for the answers provided by formal science.

    The TGLF approach quickly demonstrated its usefulness in connecting peers during the pandemic. In 2020, the number of platform users doubled to 30,000 in just six months (compared to four years to gain the first 15,000 users) and has now trebled to 45,000.

    Adoption doubled from 15,000 pre-pandemic users to 30,000 users in the first six months of the pandemic. It now stands at 45,000 in 2022. 

    Addressing Covid-19 impacts through challenge-based learning

    The foundation of the TGLF approach was the COVID-19 Peer Hub, an 8-month project based on challenge-based learning, which challenged individuals to give and receive feedback as they collaborated to:

    • Identify a real challenge that they were expected to address in their everyday work
    • Carry out situation analysis, and
    • Develop action plans that are peer-reviewed and improved.

    The Peer Hub was inspired by the works of several of academics who helped create the Foundation: Bill Cope and Mary Kalantzis, and their technological implementation of “New Learning;” George Siemens’ learning theory of connectivism; and Karen E. Watkins and Victoria Marsick’s insights into the significance of incidental and informal learning.

    The Peer Hub demonstrated the creation of a “human knowledge and action network” formed through both formal and informal peer learning combined with ongoing informal social learning between participants. The network was built on the principle that participants were themselves experts in their own contexts, and creators, rather than consumers, of knowledge. Front-line health workers suddenly had the legitimacy and ability to share experiences with their peers and experts from around the globe.

    Screenshot showing ten user-generated posts displayed as two rows of colourful tiles

    In the first ten days, COVID-19 Peer Hub participants shared 1224 ideas and practices through the Ideas Engine, an online innovation management tool.

    Results of peer-led, challenge-based learning interventions

    More than 6,000 health workers joined the TGLF COVID-19 Peer Hub, where they:

    Assessing the value of peer-led learning in a global vaccine education programme

    The next challenge for TGLF was how to document and capture the value of this? Most of what was shared between peers was not new or innovative at a global level – but this did not make it less useful to the individual practitioner who had not encountered it before. How to account for the sense of identity, community and solidarity arising from peer learning that gives health workers the confidence and motivation to try new things? How to make a link between investment in peer learning, and children immunized?

    “Participation in the Peer Hub has motivated me to organize my district to implement actions developed. It has also encouraged me to invite many Immunization Officers to learn the experiences from other countries to improve country immunization sessions” 

    Peer Hub participant

    Global map with lines connecting countries where participants interacted

    Tracking movement of practices and ideas shared through the Ideas Engine between countries

    Because while health workers responded positively to opportunities to connect, learn and lead with one another, TGLF is very much a new entrant in a well-established institutional learning environment for global health. Here are some questions we’ve developed as TGLF challenges established norms and ways of working:

    • How would you feel as a global expert if you were asked to give up your role as ‘sage on the stage’ to be a ‘guide on the side’ to thousands of health workers?
    • Can self-reported data from thousands of health workers evaluated by peers be trusted more or less than a peer-reviewed study?
    • What does ubiquitous digital access mean for training programmes that have previously incentivised learner participation in face-to-face events through payment?

    “I can actually broaden my vision and be more imaginative, creative towards new ideas that have come up to improve overall immunization coverage.” Peer Hub participant

    Working with DEFI and other similar institutions, TGLF looks forward to:

    ­We look forward to fruitful dialogues!

    Ian Steed, Associate, Hughes Hall
    Ian works as a consultant in the international humanitarian and development sector, focusing on the policy and practice of ‘localising’ international aid. In addition to his work with TGLF, Ian is involved with financial sustainability in the Red Cross Red Crescent Movement and is founder and board member of the Cambridge Humanitarian Centre (now the Centre for Global Equality). He studied German and Dutch at Jesus College, Cambridge, and has lived and worked in Germany and Switzerland.