Collecting, Protecting, and Analyzing Human Rights Data
Abstract
There will be a discussion of two different examples of liberation technology, one used to collect and protect human rights data, and the other used to analyze it. Martus is a software program that encrypts and remotely backs up data, designed for and used widely by human rights monitors and advocates to protect witness reports and other sensitive human rights data. the focus will be on the security design of Martus and how we addressed the inevitable tradeoffs with usability, as well as the reasons for and consequences of our choice to make Martus free and open source. The legitimacy of human rights advocates is based on their claim to speak truth about a human rights situation, but our ability to know the truth of what is happening on the ground is often severely limited. Founding conclusions on anecdotes or observable events alone can misinterpret both trends over time and the relative distribution of violence with respect to regions, ethnicity or perpetrators. Through the careful application of rigorous statistical methods, the limitations of incomplete data can sometimes be overcome, enabling scientifically-based claims about the total extent and patterns of human rights violations. Also discussed will be how this kind of analysis is enabled by technology, including computational statistical methods, and tools like R and version control to make the analysis auditable and replicable.
Jeff Klingner is a computer scientist with the Human Rights Data Analysis Group at Benetech, where he codes and runs data analysis addressing a variety of human rights questions, including command responsibility of high-level officials in Chad and Guatemala, and mortality estimation in several countries, including India, Sierra Leone, and Guatemala. His technical focus is on data deduplication, machine learning, data visualization, and analysis auditability and replicability. He earned a Ph.D. in Computer Science from Stanford University.
Wallenberg Theater
Emerging Africa: How 17 Countries are Leading the Way
Steve Radelet is Senior Advisor for Development in the Office of the Secretary of State. From 2002 to 2010 he was a Senior Fellow at the Center for Global Development, where his work focused on economic growth, poverty reduction, foreign aid, debt, and trade. He served as an economic advisor to the Government of Liberia from 2005-2009, and was founding co-chair of the Modernizing Foreign Assistance Network. He was Deputy Assistant Secretary of the Treasury for Africa, the Middle East, and Asia from 2000 to 2002. From 1990 to 2000, he was on the faculty of Harvard University, where he was a fellow at the Harvard Institute for International Development (HIID) and a lecturer on economics and public policy. He is the author of Emerging Africa: How 17 Countries are Leading the Way and Challenging Foreign Aid: A Policymaker's Guide to the Millennium Challenge Account, and co-author of Economics of Development, a leading undergraduate textbook. He served as resident advisor to the Ministry of Finance in Indonesia (1991-95) and The Gambia (1986-88), and was a Peace Corps Volunteer in Western Samoa.
CISAC Conference Room
Are Amnesties Acceptable and Durable? The Conditional Support Among Victims in Five African Countries and Its Implications
Transitions from conflict raise hard questions about accountability for past violations. Criminal prosecutions and other sanctions are increasingly prevalent, but amnesties remain common. Some argue the latter are essential concessions to secure and sustain peace, given the threat of violent backlash from those potentially subject to repercussions, who typically seek to insulate themselves from liability. Meanwhile, a conventional wisdom is that those who suffered harms want punitive justice and will tend to reject amnesty. Backer and Kulkarni evaluate these claims using original data collected since 2002 via surveys of over 2,800 victims of war and repression in the diverse contexts of Ghana, Liberia, Nigeria, Sierra Leone and South Africa. Our initial finding is unexpected: similar majorities of the respondents in each country actually approve of amnesty. Yet the backing is practical, ambivalent and qualified. Most view amnesty as necessary to avoid further conflict, albeit unfair to victims. This concern can be mitigated if perpetrators are subject to various forms of restorative and reparatory justice. The willingness of many respondents to acquiesce to amnesty also coexists with a strong desire for accountability. In addition, unparalleled panel survey data shows that such acceptance can decline dramatically over time, due to policy actions and inactions. The analysis suggests the appeal of conditional amnesties of limited scope, backed by follow through on means of redress, including prosecutions.
Goldman Conference Room
Encina East, E101
Developmental Governance and the African Predicament: Research and Policy in the Obama Era
Professor Joseph previously taught at Emory University, Dartmouth College, the University of California at Los Angeles, the University of Ibadan (Nigeria), and the University of Khartoum (Sudan). He has held research fellowships at Harvard University, Boston University, the Massachusetts Institute of Technology, the Institute of Development Studies (Sussex, UK), Chr. Michelsen Institute (Norway), and the Ecole des Hautes Etudes en Sciences Sociales (France). Joseph has devoted his scholarly career to the study of politics and governance in Africa with a special focus on democratic transitions, state building and state collapse, and conflict resolution.
He directed the African Governance Program at the Carter Center (1988-1994) and coordinated elections missions in Zambia (1991), Ghana (1992), and peace initiatives in Liberia (1991-1994). He has been a longtime member of the Council of Foreign Relations. Joseph is the recipient of numerous fellowships and awards including a Rhodes Scholarship, a Kent Fellowship, and a Guggenheim Fellowship. In 2002-03, he held visiting fellowships at the U.S. Institute of Peace and the National Endowment for Democracy. He was a Fulbright Scholar in France and a Fulbright Professor in Nigeria.
He has written and edited dozens of scholarly books and articles including Radical Nationalism in Cameroun (1977); Gaullist Africa: Cameroon Under Ahmadu Ahidjo (1978); Democracy and Prebendal Politics in Nigeria (1987); State, Conflict, and Democracy in Africa (1999); Smart Aid for African Development (2009) and the Africa Demos series (1990-94). His article, "Africa's Predicament and Academe", was published as a cover story by The Chronicle of Higher Education (March 7, 2003). One of his recent articles is "Challenges of a ‘Frontier' Region," Journal of Democracy, April 2008. Others are posted at www.brookings.edu/experts/josephr.aspx
» Joseph, Richard, "The Nigerian predicament" (NGR Guardian News)
Reuben W. Hills Conference Room
Can Development Aid Contribute to Social Cohesion after Civil War? Evidence from a Field Experiment in Post-Conflict Liberia
Civil war is very common in the developing world, with harmful welfare effects when it occurs. Many fear that the devastation wrought by violent conflict destroys social capital, impedes economic development, and leads to the recurrence of violence (Paul Collier et al. 2003).
In response, donors are injecting large amounts of aid into post-conflict countries. A significant share of this assistance is spent on "community driven reconstruction" (CDR) programs, which support the establishment of new local institutions in order to promote social reconciliation. Whether this assistance has this effect is, however, largely unknown. Can brief, foreign-funded efforts to build local institutions in fact have positive effects on local patterns of cooperation? We address this question using a randomized field experiment to evaluate the impact of a CDR project in northern Liberia. The project was funded by the United Kingdom's Department for International Development (DFID) and implemented by the International Rescue Committee (IRC).
Findings suggest that post-conflict development aid can have a measureable impact on social cohesion. In future work, we hope to use the survey data to uncover the mechanisms that account for this main finding.
Information, Knowledge, and Truth: Replacing Secrecy, Ignorance, and Myth in the Wake of Atrocity
This talk will describe the role of data analysis in political transitions to democracy. Transitions require accountability of some form, and in the aggregate, accountability is statistical. In this talk, I will present examples of using several different kinds of data to establish political responsibility for large-scale human rights violations.
Patrick Ball, Ph.D., is the Director of the Human Rights Program at the Benetech Initiative which includes the Martus project and the Human Rights Data Analysis Group (HRDAG). Since 1991, Dr. Ball has designed information management systems and conducted statistical analysis for large-scale human rights data projects used by truth commissions, non-governmental organizations, tribunals and United Nations missions in El Salvador, Ethiopia, Guatemala, Haiti, South Africa, Kosovo, Sierra Leone, Sri Lanka, Perú, Timor-Leste, Sierra Leone, and Chad.
Wallenberg Theater
Learning to Share: Under What Conditions Do States Delegate Governance?
A potential solution for weak or failing states is to enact a delegation agreement whereby a host relinquishes authority over some governance function to an external actor. Through case studies in Melanesia, I find that these arrangements can be implemented as treaties, rather than contracts, so that the external actor can in such cases remain somewhat exempt from the normal procedure or law of the host state. I also generate hypotheses about the conditions under which host states and external actors enact these self-enforcing equilibria: host states request these agreements either where a failure of law and order requires assistance to reestablish control over the use of force, or where a budgetary crisis necessitates funding to provide public goods. External actors agree to them where the host state poses a transnational security threat, and where the reputational and actual costs of the mission are low, as judged against alternative methods for resolving the threat. The next step in this project, then, is to test these hypotheses in other cases to see if similar agreements are enacted in different regions, and, if so, whether the same incentives also explain the decisions elsewhere.
Aila M. Matanock is a Ph.D. candidate in political science at Stanford. Her current research is on effective governance for minimizing conflict, and on bringing violent groups into elections in conflicted states. Before coming to Stanford, she was employed by the RAND Corporation as a research assistant and summer associate on non-proliferation and counterterrorism projects. She received an undergraduate degree magna cum laude in Social Studies from Harvard University, while also working with the Belfer Center's Managing the Atom Project and with the Los Alamos National Laboratory.
Seminar summary:
In her presentation, "Learning to Share: Under What Conditions do States Delegate Governance?" Aila Matanock seeks to define the concept of delegated governance and to identify the circumstances under which it arises. Drawing from field research with political elites in Australia and the Melanesian micro-states, she presents the variation in degrees of shared governance arrangements, from strict delegation to semi delegation, contracting and monitoring.
She defines delegated governance as an arrangement between a host state and an external actor that involves sharing in the decision function of the host state. She emphasizes the incentives of both host state and external actor as a framework for identifying the set of conditions under which we might expect to observe delegated governance. She argues and finds, in the Melanesian cases, that host states are more likely to seek delegation agreements if (1) they have lost their monopoly over the use of force (and there is no civil war or major ethnic cleavage); or (2) they are suffering from a severe budgetary crisis. External actors, for their part, enter into such agreements based on the costs they believe they will incur: reputational gains within the international community and domestic support for the delegation arrangement decrease an external actor's cost perception and increase its likelihood of entering into such an agreement. Matanock concludes that the Melanesian cases inform us that governance delegation is not an infrequent phenomenon. It is likely to emerge where lawlessness threatens both the host and external actor, but is constrained by the level of violence and the cleavages in society.
Matanock's presentation prompted questions about the scope and generalizability of the argument (To what extent do these findings reflect a special relationship between Australia and the Melanesian states? Would this apply in larger states such as Cambodia and Liberia, where the costs to an external actor might be greater?); the specific factors leading to the choice of delegated governance over other options (such as contracting, monitoring,...); and the power relationship between external actor and host state.
Encina Ground Floor Conference Room
Poorly Governed Resource-Dependent States: Policy Options for the New Administration
Many resource dependent states have to varying degrees, failed to provide for the welfare of their own populations, could threaten global energy markets, and could pose security risks for the United States and other countries. Many are in Africa, but also Central Asia (Turkmenistan, Kazakhstan, Azerbaijan), Southeast Asia (Cambodia, Burma, East Timor), and South America (Bolivia, Colombia, Ecuador) Some have only recently become – or are about to become – significant resource exporters. Many have histories of conflict and poor governance. The recent boom and decline in commodity prices – the largest price shock since the 1970s – will almost certainly cause them special difficulties. The growing role of India and China, as commodity importers and investors, makes the policy landscape even more challenging.
We believe there is much the new administration can learn from both academic research, and recent global initiatives, about how to address the challenge of poorly governed states that are dependent on oil, gas, and mineral exports. Over the last eight years there has been a wealth of new research on the special problems that resource dependence can cause in low-income countries – including violent conflict, authoritarian rule, economic volatility, and disappointing growth. The better we understand the causes of these problems, the more we can learn about how to mitigate them.
There has also been a new set of policy initiatives to address these issues: the Kimberley Process, the Extractive Industries Transparency Initiative, the World Bank’s new “EITI plus plus,” Norway’s Oil for Development initiative, and the incipient Resource Charter. NGOs have played an important role in most of these initiatives; key players include Global Witness, the Publish What You Pay campaign, the Revenue Watch Institute, Oxfam America, and an extensive network of civil society organizations in the resource-rich countries themselves.
Some of these initiatives have been remarkably successful. The campaign against ‘blood diamonds,’ through the Kimberley Process, has reduced the trade in illicit diamonds to a fraction of its former level, and may have helped curtail conflicts in Angola, Liberia, and Sierra Leone. Many other initiatives are so new they have not been have not been carefully evaluated.
This workshop is designed to bring together people in the academic and policy worlds to identify lessons from this research, and from these policy initiatives, that can inform US policy towards resource-dependent poorly states in the new administration.