Publications

Type

Toolkit
Gender Equality, Disability & Social Inclusion (GEDSI) Toolkit

The TEA platform is working to integrate a gender equality, disability, and social inclusion (GEDSI) lens into key decision-making and project activities, tracking results, and supporting a just and inclusive clean energy transition that leaves no one behind.

The GEDSI Toolkit and other training resources presented on this page are aimed at promoting and enabling socio-economic development, growth and poverty reduction, and supporting equal access to the benefits of modern, affordable and reliable energy. It was developed primarily with TEA platform partners in mind, though contains tools and guidance that can be valuable to others in the wider sector.

Transforming Energy Access; 2025

Gender Equality, Disability & Social Inclusion (GEDSI) Toolkit

Type

Conference Paper

Research Group

Disability Interactions
Understanding the Video Content Creation Journey of Creators with Sensory Impairment in Kenya

Lan Xiao, Maryam Bandukda, Franklin Mingzhe Li, Mark Colley, Catherine HollowayAuthors Info & Claims

Video creation has become a global medium for self-expression and communication. However, due to its inherently multimodal nature, the video production process can pose significant barriers for creators with sensory impairments . Worldwide, an estimated 596 million individuals are blind or partially sighted (BPS), and ≈ 70 million are deaf or hard of hearing (DHH) .

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Abstract

Understanding the Video Content Creation Journey of Creators with Sensory Impairment in Kenya

Video content creation offers vital opportunities for expression and participation, yet remains largely inaccessible to creators with sensory impairments, especially in low-resource settings. We conducted interviews with 20 video creators with visual and hearing impairments in Kenya to examine their tools, challenges, and collaborative practices. Our findings show that accessibility barriers and infrastructural limitations shape video creation as a staged, collaborative process involving trusted human partners and emerging AI tools. Across workflows, creators actively negotiated agency and trust, maintaining creative control while bridging sensory gaps. We discuss the need for flexible, interdependent collaboration models, inclusive human-AI workflows, and diverse storytelling practices. This work broadens accessibility research in HCI by examining how technology and social factors intersect in low-resource contexts, suggesting ways to better support disabled creators globally.

Understanding the Video Content Creation Journey of Creators with Sensory Impairment in Kenya

Person in a colorful garment stands near water with a rural house in the background; cover of the "Advancing Disability Inclusive Climate Action" guide featuring logos of CBM Global, IAG, and GDI Hub.

Type

Report
Advancing disability inclusive climate action: A resource guide for global practitioners

CBM Global, IAG, and GDI Hub

This Resource Guide was developed jointly by the Global Disability Innovation Hub (GDI Hub) and the Inclusion Advisory Group (IAG), which is an initiative of CBM Global Disability Inclusion. We would like to acknowledge the contributions of the 15 sector experts who participated in interviews during the initial consultation phase in 2023, offering valuable insights into the challenges and opportunities for inclusion across urban climate action, nature-based solutions, and energy transition

Climate change is the defining challenge of our time. Its impacts are widespread, but they are not experienced equally. Persons with disabilities – who represent over one billion people globally are disproportionately affected by climate-related risks, yet remain underrepresented in climate policy, planning, and action. This Resource Guide is a practical response to that gap. And it brings something new to the field of climate action: a clear, practical focus on how disability inclusion can be embedded across specific climate action sectors. From energy and urban development to nature-based solutions and disaster risk reduction, it showcases real-world examples that demonstrate what is possible when inclusion is intentional. These examples are still too rare and too often undocumented. 

By highlighting them, this guide aims to inspire and equip climate practitioners to act, then document and share those actions to drive learning across sectors. The guide is grounded in dialogue, with organisations of persons with disabilities, climate actors, and development partners, and reflects a growing recognition that inclusive climate action is not only a matter of rights, but of resilience and resourcefulness. This is reflected in the growing momentum for official recognition of a disability constituency with the UNFCCC; a vital step to ensure that persons with disabilities can shape the policies which impact their lives. As organisations committed to disability inclusion and innovation, we see this guide as both a comprehensive resource and a starting point to build more evidence. There is an urgent need for deeper collaboration between disability and climate actors to generate and share knowledge, build mutual understanding, and strengthen inclusive practice. Through partnerships, dialogue, and joint learning, we can ensure that persons with disabilities are not only supported to be resilient to the impacts of climate change, but are active participants in shaping a more just and sustainable future.

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Advancing disability inclusive climate action: A resource guide for global practitioners

Patrick, M., Wardrop, P., Palmer, T., Wali, T. (2025) Advancing disability inclusive climate action: A resource guide for global practitioners working on urban climate action, nature-based solutions, and energy transition. Prepared by the Global Disability Innovation Hub (GDI Hub) and CBM Global Inclusion Advisory Group (IAG).

Advancing disability inclusive climate action: A resource guide for global practitioners

Type

Journal Paper
Toward a Multi-layer Framework to Assess the Quality of Life Impact of Smartphones as Assistive Technology for People with Sensory Disabilities in Kenya

Victoria Austin, Catherine Holloway, Giulia Barbasechi, Lan Xiao, Maryam Bandukda, Mwangi J Matheri, Wallace Karuguti 

Over the past two decades, smartphones have evolved from simple communication devices to powerful, multifunctional tools that can significantly enhance the lives of disabled individuals. As assistive technology (AT), smartphones offer a wide range of functionalities, including accessibility features, applications, and Internet connectivity, that allow disabled individuals to overcome various accessibility barriers. Unlike traditional physical assistive devices, such as braille readers and hearing aids, which are often expensive and difficult to obtain in low-resource settings, affordable smartphones are widely available in lower and middle income countries (LMICs), such as Transsion, Xiaomi, Oppo, and Realme [51, 65], which run on Google’s Android operating system, allowing a certain level of consistency across different smartphone manufacturers and models.

The Global Systems for Mobile Technology Association (GSMA) estimates that approximately 85% of the African population owns a mobile phone. Although the ownership of feature phones (button phones without Internet-enabled applications) continues to increase rapidly, there is also a more modest but steady uptake in smartphone ownership. A recent GSMA report estimates smartphone ownership between 42% and 56% of adults across various Sub-Saharan African regions, with rates expected to reach 80% to 92% by 2030 [23]. However, this number is significantly reduced for disabled individuals; in Kenya, smartphone ownership by disabled individuals is only 12% compared to 41% non-disabled population (a 72% gap in smartphone ownership)[22]. The gap, termed the ’digital divide’ is largely due to persistent challenges, including awareness, affordability, accessibility, and digital literacy [18, 39, 47, 64].

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Abstract

Toward a Multi-layer Framework to Assess the Quality of Life Impact of Smartphones as Assistive Technology for People with Sensory Disabilities in Kenya

Recent advances in smartphone technology have elevated their potential as digital assistive technologies (AT) for blind or partially sighted (BPS) and deaf or hard of hearing (DHH) individuals. However, there is a gap in fully understanding the use of smartphones as AT and their impact on the quality of life (QoL) of BPS and DHH individuals. To address this gap, we conducted a mixed-methods longitudinal study over six months with 193 participants in Kenya. The study involved a baseline survey, smartphone digital skills training, and a follow-up survey and interviews to examine the impact of smartphones as AT. The findings emphasise the significant impact of smartphones on their quality of life, including impact on their identity and well-being, social inclusion and leisure, access to information and education, and material well-being. Building on the findings, we contribute an AT Impact Framework, which highlights the behaviours enabled by smartphones and their impact on the individual and their wider ecosystem. We discuss the applications of the AT Impact Framework to assess the impact on QoL outcomes of AT interventions and offer recommendations for policymakers, researchers, and designers.

Toward a Multi-layer Framework to Assess the Quality of Life Impact of Smartphones as Assistive Technology for People with Sensory Disabilities in Kenya

Type

Journal Paper
A Cookbook for Community-driven Data Collection of Impaired Speech in LowResource Languages

Sumaya Ahmed Salihs , Isaac Wiafe ,Jamal-Deen Abdulai1 ,Elikem Doe Atsakpo ,Gifty Ayoka3, Richard Cave, Akon Obu Ekpezu, Catherine Holloway, Katrin Tomanek, Fiifi Baffoe Payin,Winful1

Automatic Speech Recognition (ASR) technology has transformed human-human and human-computer communications. It facilitates understanding through real-time speech captioning [1], [2] and supports hands-free computing (e.g. email dictations, emails, online information retrieval, and automatic language translation). ASR is used to control smart home activities, such as changing television channels, heating, ventilation, air conditioning, and adjusting lighting. Although it continues to be useful, most of these technologies do not cater to speech diversity and are often optimized for ‘standard’ or typical speech. Therefore, they fail to benefit individuals with impaired speech such as dysarthria, stammering, or cleft palate who often experience reduced ASR accuracy. Prior studies have demonstrated the potential benefits of speech recognition technologies in English for distinct impaired speech[2], [3], [4]. 

While this benefits English speakers, it is imperative to extend similar technologies to low-resource languages (LRLs). LRL communities have limited access to assistive technologies and speech and language therapy (SLT) services [5], [6], [7]. Hence, the availability of ASR technologies in LRLs will facilitate effective communication for those with speech impairments, especially in sub-Saharan Africa, where there are insufficient speech therapy resources [7]. This study is part of a larger initiative that seeks to collect, validate, and create a large corpus of impaired speech in LRLs. It reports the findings of a pilot study in the Akan language from Ghana, by discussing the methods, challenges, and lessons learned from the data collection, validation, and testing of the dataset to adapt ASR models.

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Abstract

A Cookbook for Community-driven Data Collection of Impaired Speech in LowResource Languages

This study presents an approach for collecting speech samples to build Automatic Speech Recognition (ASR) models for impaired speech, particularly, low-resource languages. It aims to democratize ASR technology and data collection by developing a "cookbook" of best practices and training for community-driven data collection and ASR model building. As a proof-of-concept, this study curated the first open-source dataset of impaired speech in Akan: a widely spoken indigenous language in Ghana. The study involved participants from diverse backgrounds with speech impairments. The resulting dataset, along with the cookbook and open-source tools, are publicly available to enable researchers and practitioners to create inclusive ASR technologies tailored to the unique needs of speech impaired individuals. In addition, this study presents the initial results of finetuning open-source ASR models to better recognize impaired speech in Akan. Index Terms: automatic speech recognition, impaired speech, low resource language, community engagement, democratizing AI

A Cookbook for Community-driven Data Collection of Impaired Speech in LowResource Languages

Type

Journal Paper
Developing National Priority Assistive Products Lists: experiences and lessons from six Sub-Saharan African countries

Fredric Seghers, Sarah Anderson, Lilian Saunders, Charles Reza, Franck Chikhata, Eshetu Bekele, Satish Mishra

Assistive technology (AT) plays a vital role in promoting independence, inclusion, and improved quality of life for people globally [1–3]. Yet, over 1 billion people worldwide lack access to AT, particularly in low-and middle-income countries (LMICs) where access is as low as 3% [4]. In 2016, to address this large and global need, the World Health Organisation (WHO) launched the Priority Assistive Products List (APL), a model list of fifty essential assistive products [5]. Modelled after the WHO Model List of Essential Medicines, the WHO Priority APL aimed to strengthen health systems and advance Universal Health Coverage (UHC) through improved AT provision, while also mobilising resources and stimulating market competition [5,6]. The WHO APL provides a guiding framework for countries to develop National APLs, tailored to local contexts and priorities [7,8]. These National APLs can inform local policies, resource allocation, and service delivery strategies, ultimately improving access to AT not only for people with disabilities but all who benefit from AT. Research has demonstrated that increased availability of assistive products can contribute to achieving multiple Sustainable Development Goals (SDGs), including poverty reduction, improved health outcomes, and enhanced educational and employment opportunities for persons with disabilities [7]. This underscores the importance of National APLs as tools for promoting UHC and social inclusion [6]. Despite the availability of the WHO Priority APL since 2016, country-level adoption of National APLs has been limited. By 2020, no African countries had developed National APLs. Between 2021 and 2024, work was done with several governments to develop and launch the first-ever National APLs, yet many African countries have yet to initiate this process [9]. Given this, the need for knowledge sharing across the international setting regarding the process, barriers, facilitators, and learnings from implementing National APLs is key [10].
 

Taylor & Francis; 2025

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Abstract

Developing National Priority Assistive Products Lists: experiences and lessons from six Sub-Saharan African countries

Purpose: This study examines the experiences and lessons learned from six Sub-Saharan African countries in developing National Priority Assistive Products Lists (APLs) between 2020 and 2024, aiming to provide insights for improving assistive technology (AT) access in low- and middle-income countries (LMICs). Materials and methods: The study employed qualitative descriptive methodology with a multi-faceted approach, including a comprehensive desktop review of documentation and publications, followed by semi-structured interviews and information review with key stakeholders (n = 9) from all six countries. Data analysis involved synthesising information to identify common themes, challenges, and best practices in APL development. Results: Key findings include the importance of multi-stakeholder engagement, challenges in data availability, varied prioritisation frameworks, and the need for local context adaptation. Countries faced common barriers, such as limited funding and regulatory challenges, however also identified facilitators like government leadership and integration with existing health systems. Conclusions: The study highlights the complex nature of developing National APLs and emphasises the importance of inclusive stakeholder engagement, data-driven prioritisation, and integration within broader health system strengthening efforts. These insights can guide other countries in developing and implementing effective APLs, ultimately improving AT access and advancing disability rights.

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Developing National Priority Assistive Products Lists: experiences and lessons from six Sub-Saharan African countries

Anderson, S., Seghers, F., Saunders, L., Reza, C., Chikhata, F., Bekele, E., & Mishra, S. (2025). Developing National Priority Assistive Products Lists: experiences and lessons from six Sub-Saharan African countries. Disability and Rehabilitation: Assistive Technology, 1–17. https://doi.org/10.1080/17483107.2025.2561246

Developing National Priority Assistive Products Lists: experiences and lessons from six Sub-Saharan African countries