Facebook’s AI team maps the whole population of Africa

Curated on Posted on by Stefaan Verhulst

Devin Coldewey at TechCrunch: “A new map of nearly all of Africa shows exactly where the continent’s 1.3 billion people live, down to the meter, which could help everyone from local governments to aid organizations. The map joins others like it from Facebook  created by running satellite imagery through a machine learning model.

It’s not exactly that there was some mystery about where people live, but the degree of precision matters. You may know that a million people live in a given region, and that about half are in the bigger city and another quarter in assorted towns. But that leaves hundreds of thousands only accounted for in the vaguest way.

Fortunately, you can always inspect satellite imagery and pick out the spots where small villages and isolated houses and communities are located. The only problem is that Africa is big. Really big. Manually labeling the satellite imagery even from a single mid-sized country like Gabon or Malawi would take a huge amount of time and effort. And for many applications of the data, such as coordinating the response to a natural disaster or distributing vaccinations, time lost is lives lost.

Better to get it all done at once then, right? That’s the idea behind Facebook’s Population Density Maps project, which had already mapped several countries over the last couple of years before the decision was made to take on the entire African continent….

“The maps from Facebook ensure we focus our volunteers’ time and resources on the places they’re most needed, improving the efficacy of our programs,” said Tyler Radford, executive director of the Humanitarian OpenStreetMap Team, one of the project’s partners.

The core idea is straightforward: Match census data (how many people live in a region) with structure data derived from satellite imagery to get a much better idea of where those people are located.

“With just the census data, the best you can do is assume that people live everywhere in the district – buildings, fields, and forests alike,” said Facebook engineer James Gill. “But once you know the building locations, you can skip the fields and forests and only allocate the population to the buildings. This gives you very detailed 30 meter by 30 meter population maps.”

That’s several times more accurate than any extant population map of this size. The analysis is done by a machine learning agent trained on OpenStreetMap data from all over the world, where people have labeled and outlined buildings and other features.

First the huge amount of Africa’s surface that obviously has no structure had to be removed from consideration, reducing the amount of space the team had to evaluate by a factor of a thousand or more. Then, using a region-specific algorithm (because things look a lot different in coastal Morocco than they do in central Chad), the model identifies patches that contain a building….(More)”.

Does increased ‘participation’ equal a new-found enthusiasm for democracy?

Curated on Posted on by Stefaan Verhulst

Blog by Stephen King and Paige Nicol: “With a few months under our belts, 2019 looks unlikely to be the year of a great global turnaround for democracy. The decade of democratic ‘recession’ that Larry Diamond declared in 2015 has dragged on and deepened, and may now be teetering on the edge of becoming a full-blown depression. 

The start of each calendar year is marked by the release of annual indices, rankings, and reports on how democracy is faring around the world. 2018 reports from Freedom House and the Economist Intelligence Unit (EIU) highlighted precipitous declines in civil liberties in long-standing democracies as well as authoritarian states. Some groups, including migrants, women, ethnic and other minorities, opposition politicians, and journalists have been particularly affected by these setbacks. According to the Committee to Protect Journalists, the number of journalists murdered nearly doubled last year, while the number imprisoned remained above 250 for the third consecutive year. 

Yet, the EIU also found a considerable increase in political participation worldwide. Levels of participation (including voting, protesting, and running for elected office, among other dimensions) increased substantially enough last year to offset falling scores in the other four categories of the index. Based on the methodology used, the rise in political participation was significant enough to prevent a decline in the global overall score for democracy for the first time in three years.

Though this development could give cause for optimism we believe it could also raise new concerns. 

In Zimbabwe, Sudan, and Venezuela we see people who, through desperation and frustration, have taken to the streets – a form of participation which has been met with brutal crackdowns. Time has yet to tell what the ultimate outcome of these protests will be, but it is clear that governments with autocratic tendencies have more – and cheaper – tools to monitor, direct, control, and suppress participation than ever before. 

Elsewhere, we see a danger of people becoming dislocated and disenchanted with democracy, as their representatives fail to take meaningful action on the issues that matter to them. In the UK Parliament, as Brexit discussions have become increasingly polarised and fractured along party political and ideological lines, Foreign Secretary Jeremy Hunt warned that there was a threat of social unrest if Parliament was seen to be frustrating the ‘will of the people.’ 

While we see enhanced participation as crucial to just and fair societies, it alone will not be the silver bullet that saves democracy. Whether this trend becomes a cause for hope or concern will depend on three factors: who is participating, what form does participation take, and how is participation received by those with power?…(More)”.

How data collected from mobile phones can help electricity planning

Curated on Posted on by Stefaan Verhulst

Article by Eduardo Alejandro Martínez Ceseña, Joseph Mutale, Mathaios Panteli, and Pierluigi Mancarella in The Conversation: “Access to reliable and affordable electricity brings many benefits. It supports the growth of small businesses, allows students to study at night and protects health by offering an alternative cooking fuel to coal or wood.

Great efforts have been made to increase electrification in Africa, but rates remain low. In sub-Saharan Africa only 42% of urban areas have access to electricity, just 22% in rural areas.

This is mainly because there’s not enough sustained investment in electricity infrastructure, many systems can’t reliably support energy consumption or the price of electricity is too high.

Innovation is often seen as the way forward. For instance, cheaper and cleaner technologies, like solar storage systems deployed through mini grids, can offer a more affordable and reliable option. But, on their own, these solutions aren’t enough.

To design the best systems, planners must know where on- or off-grid systems should be placed, how big they need to be and what type of energy should be used for the most effective impact.

The problem is reliable data – like village size and energy demand – needed for rural energy planning is scarce or non-existent. Some can be estimated from records of human activities – like farming or access to schools and hospitals – which can show energy needs. But many developing countries have to rely on human activity data from incomplete and poorly maintained national census. This leads to inefficient planning.

In our research we found that data from mobile phones offer a solution. They provide a new source of information about what people are doing and where they’re located.

In sub-Saharan Africa, there are more people with mobile phones than access to electricity, as people are willing to commute to get a signal and/or charge their phones.

This means that there’s an abundance of data – that’s constantly updated and available even in areas that haven’t been electrified – that could be used to optimise electrification planning….

We were able to use mobile data to develop a countrywide electrification strategy for Senegal. Although Senegal has one of the highest access to electricity rates in sub-Saharan Africa, just 38% of people in rural areas have access.

By using mobile data we were able to identify the approximate size of rural villages and access to education and health facilities. This information was then used to size and cost different electrification options and select the most economic one for each zone – whether villages should be connected to the grids, or where off-grid systems – like solar battery systems – were a better option.

To collect the data we randomly selected mobile phone data from 450,000 users from Senegal’s main telecomms provider, Sonatel, to understand exactly how information from mobile phones could be used. This includes the location of user and the characteristics of the place they live….(More)”

Africa Data Revolution Report 2018

Curated on Posted on by Stefaan Verhulst

Report by Jean-Paul Van Belle et al: ” The Africa Data Revolution Report 2018 delves into the recent evolution and current state of open data – with an emphasis on Open Government Data – in the African data communities. It explores key countries across the continent, researches a wide range of open data initiatives, and benefits from global thematic expertise. This second edition improves on process, methodology and collaborative partnerships from the first edition.

It draws from country reports, existing global and continental initiatives, and key experts’ input, in order to provide a deep analysis of the
actual impact of open data in the African context. In particular, this report features a dedicated Open Data Barometer survey as well as a special 2018
Africa Open Data Index regional edition surveying the status and impact of open data and dataset availability in 30 African countries. The research is complemented with six in-depth qualitative case studies featuring the impact of open data in Kenya, South Africa (Cape Town), Ghana, Rwanda, Burkina Faso and Morocco. The report was critically reviewed by an eminent panel of experts.

Findings: In some governments, there is a slow iterative cycle between innovation, adoption, resistance and re-alignment before finally resulting in Open Government Data (OGD) institutionalization and eventual maturity. There is huge diversity between African governments in embracing open data, and each country presents a complex and unique picture. In several African countries, there appears to be genuine political will to open up government based datasets, not only for increased transparency but also to achieve economic impacts, social equity and stimulate innovation.

The role of open data intermediaries is crucial and has been insufficiently recognized in the African context. Open data in Africa needs a vibrant, dynamic, open and multi-tier data ecosystem if the datasets are to make a real impact. Citizens are rarely likely to access open data themselves. But the democratization of information and communication platforms has opened up opportunities among a large and diverse set of intermediaries to explore and combine relevant data sources, sometimes with private or leaked data. The news media, NGOs and advocacy groups, and to a much lesser extent academics and social or profit-driven entrepreneurs have shown that OGD can create real impact on the achievement of the SDGs…

The report encourages national policy makers and international funding or development agencies to consider the status, impact and future of open
data in Africa on the basis of this research. Other stakeholders working with or for open data can hopefully  also learn from what is happening on the continent. It is hoped that the findings and recommendations contained in the report will form the basis of a robust, informed and dynamic debate around open government data in Africa….(More)”.

Can Data Save U.N. Peacekeeping?

Curated on Posted on by Stefaan Verhulst

Adam Day at World Policy Review: “Does international peacekeeping protect civilians caught up in civil wars? Do the 16,000 United Nations peacekeepers deployed in the Democratic Republic of the Congo actually save lives, and if so how many? Did the 9,000 patrols conducted by the U.N. Mission in South Sudan in the past three months protect civilians there? 

The answer is a dissatisfying “maybe.” Without a convincing story of saving lives, the U.N. is open to attacks by the likes of White House national security adviser John Bolton, who call peacekeeping “unproductive” and push for further cuts to the organization’s already diminished budget. But peacekeeping can—and must—make a case for its own utility, using data already at its fingertips. …(More)”.

Shutting down the internet doesn’t work – but governments keep doing it

Curated on Posted on by Stefaan Verhulst

George Ogola in The Conversation: “As the internet continues to gain considerable power and agency around the world, many governments have moved to regulate it. And where regulation fails, some states resort to internet shutdowns or deliberate disruptions.

The statistics are staggering. In India alone, there were 154 internet shutdowns between January 2016 and May 2018. This is the most of any country in the world.

But similar shutdowns are becoming common on the African continent. Already in 2019 there have been shutdowns in Cameroon, the Democratic Republic of Congo, Republic of Congo, Chad, Sudan and Zimbabwe. Last year there were 21 such shutdowns on the continent. This was the case in Togo, Sierra Leone, Sudan and Ethiopia, among others.

The justifications for such shutdowns are usually relatively predictable. Governments often claim that internet access is blocked in the interest of public security and order. In some instances, however, their reasoning borders on the curious if not downright absurd, like the case of Ethiopia in 2017 and Algeria in 2018 when the internet was shut down apparently to curb cheating in national examinations.

Whatever their reasons, governments have three general approaches to controlling citzens’ access to the web.

How they do it

Internet shutdowns or disruptions usually take three forms. The first and probably the most serious is where the state completely blocks access to the internet on all platforms. It’s arguably the most punitive, with significant social, economic and political costs.

The financial costs can run into millions of dollars for each day the internet is blocked. A Deloitte report on the issue estimates that a country with average connectivity could lose at least 1.9% of its daily GDP for each day all internet services are shut down.

For countries with average to medium level connectivity the loss is 1% of daily GDP, and for countries with average to low connectivity it’s 0.4%. It’s estimated that Ethiopia, for example, could lose up to US$500,000 a day whenever there is a shutdown. These shutdowns, then, damage businesses, discourage investments, and hinder economic growth.

The second way that governments restrict internet access is by applying content blocking techniques. They restrict access to particular sites or applications. This is the most common strategy and it’s usually targeted at social media platforms. The idea is to stop or limit conversations on these platforms.

Online spaces have become the platform for various forms of political expression that many states especially those with authoritarian leanings consider subversive. Governments argue, for example, that social media platforms encourage the spread of rumours which can trigger public unrest.

This was the case in 2016 in Uganda during the country’s presidential elections. The government restricted access to social media, describing the shutdown as a “security measure to avert lies … intended to incite violence and illegal declaration of election results”.

In Zimbabwe, the government blocked social media following demonstrations over an increase in fuel prices. It argued that the January 2019 ban was because the platforms were being “used to coordinate the violence”.

The third strategy, done almost by stealth, is the use of what is generally known as “bandwidth throttling”. In this case telecom operators or internet service providers are forced to lower the quality of their cell signals or internet speed. This makes the internet too slow to use. “Throttling” can also target particular online destinations such as social media sites….(More)”

Many Around the World Are Disengaged From Politics

Curated on Posted on by Stefaan Verhulst

Richard Wike and Alexandra Castillo at Pew Research Center: “An engaged citizenry is often considered a sign of a healthy democracy. High levels of political and civic participation increase the likelihood that the voices of ordinary citizens will be heard in important debates, and they confer a degree of legitimacy on democratic institutions. However, in many nations around the world, much of the public is disengaged from politics.

To better understand public attitudes toward civic engagement, Pew Research Center conducted face-to-face surveys in 14 nations encompassing a wide range of political systems. The study, conducted in collaboration with the Center for Strategic and International Studies (CSIS) as part of their International Consortium on Closing Civic Space (iCon), includes countries from Africa, Latin America, Europe, the Middle East and Southeast Asia. Because it does not represent every region, the study cannot reflect the globe as a whole. But with 14,875 participants across such a wide variety of countries, it remains a useful snapshot of key, cross-national patterns in civic life.

The survey finds that, aside from voting, relatively few people take part in other forms of political and civic participation. Still, some types of engagement are more common among young people, those with more education, those on the political left and social network users. And certain issues – especially health care, poverty and education – are more likely than others to inspire political action. Here are eight key takeaways from the survey, which was conducted from May 20 to Aug. 12, 2018, via face-to-face interviews.

Most people vote, but other forms of participation are much less common. Across the 14 nations polled, a median of 78% say they have voted at least once in the past. Another 9% say they might vote in the future, while 7% say they would never vote.

With at least 9-in-10 reporting they have voted in the past, participation is highest in three of the four countries with compulsory voting (Brazil, Argentina and Greece). Voting is similarly high in both Indonesia (91%) and the Philippines (91%), two countries that do not have compulsory voting laws.

The lowest percentage is found in Tunisia (62%), which has only held two national elections since the Jasmine Revolution overthrew long-serving President Zine El Abidine Ben Ali in 2011 and spurred the Arab Spring protests across the Middle East.

Chart showing that beyond voting, political participation is relatively low.

Attending a political campaign event or speech is the second most common type of participation among those surveyed – a median of 33% have done this at least once. Fewer people report participating in volunteer organizations (a median of 27%), posting comments on political issues online (17%), participating in an organized protest (14%) or donating money to a social or political organization (12%)….(More)”.

China’s Aggressive Surveillance Technology Will Spread Beyond Its Borders

Curated on Posted on by Stefaan Verhulst

Daniel Benaim and Hollie Russon Gilman at Slate: “…What happens when these technologies migrate to bigger, more fractious societies? This won’t happen overnight—and the financial and logistical obstacles to broad implementation are significant. But there is every reason to think that in a decade or two, if not sooner, authoritarians and would-be strongmen in places like Turkey, Hungary, Egypt, or Rwanda will seek these tools and use them to thwart civil society and crush dissent in ways that weaken democracy globally.

Already there are reports that Zimbabwe, for example, is turning to Chinese firms to implement nationwide facial-recognition and surveillance programs, wrapped into China’s infrastructure investments and a larger set of security agreements as well, including for policing online communication. The acquisition of black African faces will help China’s tech sector improve its overall data set.

Malaysia, too, announced new partnerships this spring with China to equip police with wearable facial-recognition cameras. There are quiet reports of Arab Gulf countries turning to China not just for the drone technologies America has denied but also for the authoritarian suite of surveillance, recognition, and data tools perfected in China’s provinces. In a recent article on Egypt’s military-led efforts to build a new capital city beyond Cairo’s chaos and revolutionary squares, a retired general acting as project spokesman declared, “a smart city means a safe city, with cameras and sensors everywhere. There will be a command center to control the entire city.” Who is financing construction? China.

While many governments are making attempts to secure this information, there have been several alarming stories of data leaks. Moreover, these national identifiers create an unprecedented opportunity for state surveillance at scale. What about collecting biometric information in nondemocratic regimes? In 2016, the personal details of nearly 50 million people in Turkey were leaked….

China and other determined authoritarian states may prove undeterrable in their zeal to adopt repressive technologies. A more realistic goal, as Georgetown University scholar Nicholas Wright has argued, is to sway countries on the fence by pointing out the reputational costs of repression and supporting those who are advocating for civil liberties in this domain within their own countries. Democracy promoters (which we hope will one day again include the White House) will also want to recognize the coming changes to the authoritarian public sphere. They can start now in helping vulnerable populations and civil society to gain greater technological literacy to advocate for their rights in new domains. It is not too early for governments and civil society groups alike to study what technological and tactical countermeasures exist to circumvent and disrupt new authoritarian tools.

Seven years ago, techno-optimists expressed hope that a wave of new digital tools for social networking and self-expression could help young people in the Middle East and elsewhere to find their voices. Today, a new wave of Chinese-led technological advances threatens to blossom into what we consider an “Arab spring in reverse”—in which the next digital wave shifts the pendulum back, enabling state domination and repression at a staggering scale and algorithmic effectiveness.

Americans are absolutely right to be urgently focused on countering Russian weaponized hacking and leaking as its primary beneficiary sits in the Oval Office. But we also need to be more proactive in countering the tools of algorithmic authoritarianism that will shape the worldwide future of individual freedom….(More)”.

CrowdLaw Manifesto

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At the Rockefeller Foundation Bellagio Center this spring, assembled participants  met to discuss CrowdLaw, namely how to use technology to improve the quality and effectiveness of law and policymaking through greater public engagement. We put together and signed 12 principles to promote the use of CrowdLaw by local legislatures and national parliaments, calling for legislatures, technologists and the public to participate in creating more open and participatory lawmaking practices. We invite you to sign the Manifesto using the form below.

Draft dated May 29, 2018

  1. To improve public trust in democratic institutions, we must improve how we govern in the 21st century.
  2. CrowdLaw is any law, policy-making or public decision-making that offers a meaningful opportunity for the public to participate in one or multiples stages of decision-making, including but not limited to the processes of problem identification, solution identification, proposal drafting, ratification, implementation or evaluation.
  3. CrowdLaw draws on innovative processes and technologies and encompasses diverse forms of engagement among elected representatives, public officials, and those they represent.
  4. When designed well, CrowdLaw may help governing institutions obtain more relevant facts and knowledge as well as more diverse perspectives, opinions and ideas to inform governing at each stage and may help the public exercise political will.
  5. When designed well, CrowdLaw may help democratic institutions build trust and the public to play a more active role in their communities and strengthen both active citizenship and democratic culture.
  6. When designed well, CrowdLaw may enable engagement that is thoughtful, inclusive, informed but also efficient, manageable and sustainable.
  7. Therefore, governing institutions at every level should experiment and iterate with CrowdLaw initiatives in order to create formal processes for diverse members of society to participate in order to improve the legitimacy of decision-making, strengthen public trust and produce better outcomes.
  8. Governing institutions at every level should encourage research and learning about CrowdLaw and its impact on individuals, on institutions and on society.
  9. The public also has a responsibility to improve our democracy by demanding and creating opportunities to engage and then actively contributing expertise, experience, data and opinions.
  10. Technologists should work collaboratively across disciplines to develop, evaluate and iterate varied, ethical and secure CrowdLaw platforms and tools, keeping in mind that different participation mechanisms will achieve different goals.
  11. Governing institutions at every level should encourage collaboration across organizations and sectors to test what works and share good practices.
  12. Governing institutions at every level should create the legal and regulatory frameworks necessary to promote CrowdLaw and better forms of public engagement and usher in a new era of more open, participatory and effective governing.

The CrowdLaw Manifesto has been signed by the following individuals and organizations:

Individuals

  • Victoria Alsina, Senior Fellow at The GovLab and Faculty Associate at Harvard Kennedy School, Harvard University
  • Marta Poblet Balcell , Associate Professor, RMIT University
  • Robert Bjarnason — President & Co-founder, Citizens Foundation; Better Reykjavik
  • Pablo Collada — Former Executive Director, Fundación Ciudadano Inteligente
  • Mukelani Dimba — Co-chair, Open Government Partnership
  • Hélène Landemore, Associate Professor of Political Science, Yale University
  • Shu-Yang Lin, re:architect & co-founder, PDIS.tw
  • José Luis Martí , Vice-Rector for Innovation and Professor of Legal Philosophy, Pompeu Fabra University
  • Jessica Musila — Executive Director, Mzalendo
  • Sabine Romon — Chief Smart City Officer — General Secretariat, Paris City Council
  • Cristiano Ferri Faría — Director, Hacker Lab, Brazilian House of Representatives
  • Nicola Forster — President and Founder, Swiss Forum on Foreign Policy
  • Raffaele Lillo — Chief Data Officer, Digital Transformation Team, Government of Italy
  • Tarik Nesh-Nash — CEO & Co-founder, GovRight; Ashoka Fellow
  • Beth Simone Noveck, Director, The GovLab and Professor at New York University Tandon School of Engineering
  • Ehud Shapiro , Professor of Computer Science and Biology, Weizmann Institute of Science

Organizations

  • Citizens Foundation, Iceland
  • Fundación Ciudadano Inteligente, Chile
  • International School for Transparency, South Africa
  • Mzalendo, Kenya
  • Smart Cities, Paris City Council, Paris, France
  • Hacker Lab, Brazilian House of Representatives, Brazil
  • Swiss Forum on Foreign Policy, Switzerland
  • Digital Transformation Team, Government of Italy, Italy
  • The Governance Lab, New York, United States
  • GovRight, Morocco
  • ICT4Dev, Morocco

Examining Civil Society Legitimacy

Curated on Posted on by Stefaan Verhulst

Saskia Brechenmacher and Thomas Carothers at Carnegie Endowment for International Peace: “Civil society is under stress globally as dozens of governments across multiple regions are reducing space for independent civil society organizations, restricting or prohibiting international support for civic groups, and propagating government-controlled nongovernmental organizations. Although civic activists in most places are no strangers to repression, this wave of anti–civil society actions and attitudes is the widest and deepest in decades. It is an integral part of two broader global shifts that raise concerns about the overall health of the international liberal order: the stagnation of democracy worldwide and the rekindling of nationalistic sovereignty, often with authoritarian features.

Attacks on civil society take myriad forms, from legal and regulatory measures to physical harassment, and usually include efforts to delegitimize civil society. Governments engaged in closing civil society spaces not only target specific civic groups but also spread doubt about the legitimacy of the very idea of an autonomous civic sphere that can activate and channel citizens’ interests and demands. These legitimacy attacks typically revolve around four arguments or accusations:

  • That civil society organizations are self-appointed rather than elected, and thus do not represent the popular will. For example, the Hungarian government justified new restrictions on foreign-funded civil society organizations by arguing that “society is represented by the elected governments and elected politicians, and no one voted for a single civil organization.”
  • That civil society organizations receiving foreign funding are accountable to external rather than domestic constituencies, and advance foreign rather than local agendas. In India, for example, the Modi government has denounced foreign-funded environmental NGOs as “anti-national,” echoing similar accusations in Egypt, Macedonia, Romania, Turkey, and elsewhere.
  • That civil society groups are partisan political actors disguised as nonpartisan civic actors: political wolves in citizen sheep’s clothing. Governments denounce both the goals and methods of civic groups as being illegitimately political, and hold up any contacts between civic groups and opposition parties as proof of the accusation.
  • That civil society groups are elite actors who are not representative of the people they claim to represent. Critics point to the foreign education backgrounds, high salaries, and frequent foreign travel of civic activists to portray them as out of touch with the concerns of ordinary citizens and only working to perpetuate their own privileged lifestyle.

Attacks on civil society legitimacy are particularly appealing for populist leaders who draw on their nationalist, majoritarian, and anti-elite positioning to deride civil society groups as foreign, unrepresentative, and elitist. Other leaders borrow from the populist toolbox to boost their negative campaigns against civil society support. The overall aim is clear: to close civil society space, governments seek to exploit and widen existing cleavages between civil society and potential supporters in the population. Rather than engaging with the substantive issues and critiques raised by civil society groups, they draw public attention to the real and alleged shortcomings of civil society actors as channels for citizen grievances and demands.

The widening attacks on the legitimacy of civil society oblige civil society organizations and their supporters to revisit various fundamental questions: What are the sources of legitimacy of civil society? How can civil society organizations strengthen their legitimacy to help them weather government attacks and build strong coalitions to advance their causes? And how can international actors ensure that their support reinforces rather than undermines the legitimacy of local civic activism?

To help us find answers to these questions, we asked civil society activists working in ten countries around the world—from Guatemala to Tunisia and from Kenya to Thailand—to write about their experiences with and responses to legitimacy challenges. Their essays follow here. We conclude with a final section in which we extract and discuss the key themes that emerge from their contributions as well as our own research…

  1. Saskia Brechenmacher and Thomas Carothers, The Legitimacy Landscape
  2. César Rodríguez-Garavito, Objectivity Without Neutrality: Reflections From Colombia
  3. Walter Flores, Legitimacy From Below: Supporting Indigenous Rights in Guatemala
  4. Arthur Larok, Pushing Back: Lessons From Civic Activism in Uganda
  5. Kimani Njogu, Confronting Partisanship and Divisions in Kenya
  6. Youssef Cherif, Delegitimizing Civil Society in Tunisia
  7. Janjira Sombatpoonsiri, The Legitimacy Deficit of Thailand’s Civil Society
  8. Özge Zihnioğlu, Navigating Politics and Polarization in Turkey
  9. Stefánia Kapronczay, Beyond Apathy and Mistrust: Defending Civic Activism in Hungary
  10. Zohra Moosa, On Our Own Behalf: The Legitimacy of Feminist Movements
  11. Nilda Bullain and Douglas Rutzen, All for One, One for All: Protecting Sectoral Legitimacy
  12. Saskia Brechenmacher and Thomas Carothers, The Legitimacy Menu….(More)”.