Filling Africa’s Data Gap


Article by Jendayi Frazer and Peter Blair Henry: “Every few years, the U.S. government launches a new initiative to boost economic growth in Africa. In bold letters and with bolder promises, the White House announces that public-private partnerships hold the key to growth on the continent. It pledges to make these partnerships a cornerstone of its Africa policy, but time and again it fails to deliver.

A decade after U.S. President Barack Obama rolled out Power Africa—his attempt to solve Africa’s energy crisis by mobilizing private capital—half of the continent’s sub-Saharan population remains without access to electricity. In 2018, the Trump administration proclaimed that its Prosper Africa initiative would counter China’s debt-trap diplomacy and “expand African access to business finance.” Five years on, Chad, Ethiopia, Ghana, and Zambia are in financial distress and pleading for debt relief from Beijing and other creditors. Yet the Biden administration is once more touting the potential of public-private investment in Africa, organizing high-profile visits and holding leadership summits to prove that this time, the United States is “all in” on the continent.

There is a reason these efforts have yielded so little: goodwill tours, clever slogans, and a portfolio of G-7 pet projects in Africa do not amount to a sound investment pitch. Potential investors, public and private, need to know which projects in which countries are economically and financially worthwhile. Above all, that requires current and comprehensive data on the expected returns that investment in infrastructure in the developing world can yield. At present, investors lack this information, so they pass. If the United States wants to “build back better” in Africa—to expand access to business finance and encourage countries on the continent to choose sustainable and high-quality foreign investment over predatory lending from China and Russia—it needs to give investors access to better data…(More)”.

Randomized Regulation: The Impact of Minimum Quality Standards on Health Markets


Paper by Guadalupe Bedoya, Jishnu Das & Amy Dolinger: “We report results from the first randomization of a regulatory reform in the health sector. The reform established minimum quality standards for patient safety, an issue that has become increasingly salient following the Ebola and COVID-19 epidemics. In our experiment, all 1348 health facilities in three Kenyan counties were classified into 273 markets, and the markets were then randomly allocated to treatment and control groups. Government inspectors visited health facilities and, depending on the results of their inspection, recommended closure or a timeline for improvements. The intervention increased compliance with patient safety measures in both public and private facilities (more so in the latter) and reallocated patients from private to public facilities without increasing out-of-pocket payments or decreasing facility use. In treated markets, improvements were equally marked throughout the quality distribution, consistent with a simple model of vertical differentiation in oligopolies. Our paper thus establishes the use of experimental techniques to study regulatory reforms and, in doing so, shows that minimum standards can improve quality across the board without adversely affecting utilization…(More)”.

Africa fell in love with crypto. Now, it’s complicated


Article by Martin K.N Siele: “Chiamaka, a former product manager at a Nigerian cryptocurrency startup, has sworn off digital currencies. The 22-year-old has weathered a layoff and lost savings worth 4,603,500 naira ($9,900) after the collapse of FTX in November 2022. She now works for a corporate finance company in Lagos, earning a salary that is 45% lower than her previous job.

“I used to be bullish on crypto because I believed it could liberate Africans financially,” Chiamaka, who asked to be identified by a pseudonym as she was concerned about breaching her contract with her current employer, told Rest of World. “Instead, it has managed to do the opposite so far … at least to me and a few of my friends.”

Chiamaka is among the tens of millions of Africans who bought into the cryptocurrency frenzy over the last few years. According to one estimate in mid-2022, around 53 million Africans owned crypto — 16.5% of the total global crypto users. Nigeria led with over 22 million users, ranking fourth globally. Blockchain startups and businesses on the continent raised $474 million in 2022, a 429% increase from the previous year, according to the African Blockchain Report. Young African creatives also became major proponents of non-fungible tokens (NFTs), taking inspiration from pop culture and the continent’s history. Several decentralized autonomous organizations (DAOs), touted as the next big thing, emerged across Africa…(More)”.

Exploring data journalism practices in Africa: data politics, media ecosystems and newsroom infrastructures


Paper by Sarah Chiumbu and Allen Munoriyarwa: “Extant research on data journalism in Africa has focused on newsroom factors and the predilections of individual journalists as determinants of the uptake of data journalism on the continent. This article diverts from this literature by examining the slow uptake of data journalism in sub- Saharan Africa through the prisms of non-newsroom factors. Drawing on in-depth interviews with prominent investigative journalists sampled from several African countries, we argue that to understand the slow uptake of data journalism on the continent; there is a need to critique the role of data politics, which encompasses state, market and existing media ecosystems across the continent. Therefore, it is necessary to move beyond newsroom-centric factors that have dominated the contemporary understanding of data journalism practices. A broader, non-newsroom conceptualisation beyond individual journalistic predilections and newsroom resources provides productive clarity on data journalism’s slow uptake on the continent. These arguments are made through the conceptual prisms of materiality, performativity and reflexivity…(More)”.

Responsible AI in Africa: Challenges and Opportunities


Open Access Book edited by Damian Okaibedi Eke, Kutoma Wakunuma, and Simisola Akintoye: “In the last few years, a growing and thriving AI ecosystem has emerged in Africa. Within this ecosystem, there are local tech spaces as well as a number of internationally driven technology hubs and centres established by big tech companies such as Twitter, Google, Facebook, Alibaba Group, Huawei, Amazon and Microsoft have significantly increased the development and deployment of AI systems in Africa. While these tech spaces and hubs are focused on using AI to meet local challenges (e.g. poverty, illiteracy, famine, corruption, environmental disasters, terrorism and health crisis), the ethical, legal and socio-cultural implications of AI in Africa have largely been ignored. To ensure that Africans benefit from the attendant gains of AI, ethical, legal and socio-cultural impacts of AI need to be robustly considered and mitigated…(More)”.

The ethics of artificial intelligence, UNESCO and the African Ubuntu perspective


Paper by Dorine Eva van Norren: “This paper aims to demonstrate the relevance of worldviews of the global south to debates of artificial intelligence, enhancing the human rights debate on artificial intelligence (AI) and critically reviewing the paper of UNESCO Commission on the Ethics of Scientific Knowledge and Technology (COMEST) that preceded the drafting of the UNESCO guidelines on AI. Different value systems may lead to different choices in programming and application of AI. Programming languages may acerbate existing biases as a people’s worldview is captured in its language. What are the implications for AI when seen from a collective ontology? Ubuntu (I am a person through other persons) starts from collective morals rather than individual ethics…

Metaphysically, Ubuntu and its conception of social personhood (attained during one’s life) largely rejects transhumanism. When confronted with economic choices, Ubuntu favors sharing above competition and thus an anticapitalist logic of equitable distribution of AI benefits, humaneness and nonexploitation. When confronted with issues of privacy, Ubuntu emphasizes transparency to group members, rather than individual privacy, yet it calls for stronger (group privacy) protection. In democratic terms, it promotes consensus decision-making over representative democracy. Certain applications of AI may be more controversial in Africa than in other parts of the world, like care for the elderly, that deserve the utmost respect and attention, and which builds moral personhood. At the same time, AI may be helpful, as care from the home and community is encouraged from an Ubuntu perspective. The report on AI and ethics of the UNESCO World COMEST formulated principles as input, which are analyzed from the African ontological point of view. COMEST departs from “universal” concepts of individual human rights, sustainability and good governance which are not necessarily fully compatible with relatedness, including future and past generations. Next to rules based approaches, which may hamper diversity, bottom-up approaches are needed with intercultural deep learning algorithms…(More)”.

Citizen science tackles plastics in Ghana


Interview with Dilek Fraisl and Omar Seidu by Stephanie Olen: “An estimated 8 million tonnes of plastic waste leaks into the ocean every year, and Ghana generates approximately 1.1 million tonnes of plastics per year. This is due to the substantial economic growth that Ghana has experienced in recent years, as well as the 2.2% population growth annually, which has urged the Ghanaian authorities to act. Ghana was the first African country to join the Global Plastic Action Partnership in 2019. Ghana also has a growing and active citizen science beach clean-up community including one of our project partners, the Smart Nature Freak Youth Volunteers Foundation (SNFYVF).

Before our work, Ghana had no official data available related to marine plastic litter. Based on the data collected through citizen science initiatives in the country and our project ‘Citizen Science for the SDGs in Ghana’ (CS4SDGs), we now know that in 2020 alone more than 152 million plastic items were found along the beaches in the country…

One of the key factors for the success of our project was due to Ghana’s progressive approach to the use of new sources of data for official statistics. For example, the Ghanaian Government passed the new Statistical Service Act in 2019, which mandates the GSS to coordinate statistical information across the whole government system, develop and raise awareness of codes of ethics and practices to produce data, and include new sources of data as a valid input for production of official statistics. This shows that the effective legal arrangements can prepare the groundwork for citizen science data to be used as official statistics and for SDG monitoring and reporting. Political commitment from the partners in Ghana also helped to achieve success. Ultimately, without the support of citizen science and action groups in the country that actually collected the litter and the data on the ground, this project would have never been successful. Since the start, citizen scientists have been willing to work with the government agencies and international partners, as well as other key stakeholders to support our project, which played a significant role in achieving our result…(More)”.

Does South Africa’s Proposed State Ownership of Data Make Any Sense?


Paper by Enyinna S. Nwauche: “This paper interrogates the proposed state ownership of data by South Africa’s Draft National Cloud and Data Policy 2021 and argues that the quest for state ownership is evidence of South Africa’s policy preference for the state custodianship of critical natural resources. The paper suggests that a preferred reading of the proposed state ownership is the affirmation of a regulatory space to address issues related to the digital economy. This paper further suggests that regulatory oversight is inconsistent with the proposed state ownership because of the multi-dimensional nature of data and the fact that data is constitutional property. Rather than seek state ownership of data, the paper examines how to strike a delicate balance between the rights of citizens over data, such as privacy and the data use by companies who are recognized by South African Law to be entitled to some protection of privacy; intellectual property rights and confidential information. The paper sketches a framework of the balance in data governance in South Africa by reviewing jurisprudence that enables South Africa assert appropriate regulatory oversight through laws policies and institutions that enhance her digital economy…(More)”.

The Participation Paradox


Book by  Luke Sinwell: “The last two decades have ushered in what has become known as a participatory revolution, with consultants, advisors, and non-profits called into communities, classrooms, and corporations alike to listen to ordinary people. With exclusively bureaucratic approaches no longer en vogue, authorities now opt for “open” forums for engagement.

In The Participation Paradox Luke Sinwell argues that amplifying the voices of the poor and dispossessed is often a quick fix incapable of delivering concrete and lasting change. The ideology of public consultation and grassroots democracy can be a smokescreen for a cost-effective means by which to implement top-down decisions. As participation has become mainstreamed by governments around the world, so have its radical roots become tamed by neoliberal forces that reinforce existing relationships of power. Drawing from oral testimonies and ethnographic research, Sinwell presents a case study of one of the poorest and most defiant Black informal settlements in Johannesburg, South Africa – Thembelihle, which consists of more than twenty thousand residents – highlighting the promises and pitfalls of participatory approaches to development.

Providing a critical lens for understanding grassroots democracy, The Participation Paradox foregrounds alternatives capable of reclaiming participation’s emancipatory potential…(More)”.

Supporting peace negotiations in the Yemen war through machine learning


Paper by Miguel Arana-Catania, Felix-Anselm van Lier and Rob Procter: “Today’s conflicts are becoming increasingly complex, fluid, and fragmented, often involving a host of national and international actors with multiple and often divergent interests. This development poses significant challenges for conflict mediation, as mediators struggle to make sense of conflict dynamics, such as the range of conflict parties and the evolution of their political positions, the distinction between relevant and less relevant actors in peace-making, or the identification of key conflict issues and their interdependence. International peace efforts appear ill-equipped to successfully address these challenges. While technology is already being experimented with and used in a range of conflict related fields, such as conflict predicting or information gathering, less attention has been given to how technology can contribute to conflict mediation. This case study contributes to emerging research on the use of state-of-the-art machine learning technologies and techniques in conflict mediation processes. Using dialogue transcripts from peace negotiations in Yemen, this study shows how machine-learning can effectively support mediating teams by providing them with tools for knowledge management, extraction and conflict analysis. Apart from illustrating the potential of machine learning tools in conflict mediation, the article also emphasizes the importance of interdisciplinary and participatory, cocreation methodology for the development of context-sensitive and targeted tools and to ensure meaningful and responsible implementation…(More)”.