Agent-based computational modeling (ABM, for short) is a formal and supplementary methodological approach used in international relations (IR) theory and research, based on the general ABM paradigm and computational methodology as applied to IR phenomena. ABM of such phenomena varies according to three fundamental dimensions: scale of organization—spanning foreign policy, international relations, regional systems, and global politics—as well as by geospatial and temporal scales. ABM is part of the broader complexity science paradigm, although ABMs can also be applied without complexity concepts. There have been scores of peer-reviewed publications using ABM to develop IR theory in recent years, based on earlier pioneering work in computational IR that originated in the 1960s that was pre-agent based. Main areas of theory and research using ABM in IR theory include dynamics of polity formation (politogenesis), foreign policy decision making, conflict dynamics, transnational terrorism, and environment impacts such as climate change. Enduring challenges for ABM in IR theory include learning the applicable ABM methodology itself, publishing sufficiently complete models, accumulation of knowledge, evolving new standards and methodology, and the special demands of interdisciplinary research, among others. Besides further development of main themes identified thus far, future research directions include ABM applied to IR in political interaction domains of space and cyber; new integrated models of IR dynamics across domains of land, sea, air, space, and cyber; and world order and long-range models.
Recent methodological work on systematic case selection techniques offers ways of choosing cases for in-depth analysis such that the probability of learning from the cases is enhanced. This research has undermined several long-standing ideas about case selection. In particular, random selection of cases, paired or grouped selection of cases for purposes of controlled comparison, typical cases, and extreme cases on the outcome variable all appear to be much less useful than their reputations have suggested. Instead, it appears that scholars gain the most in terms of making new discoveries about causal relationships when they study extreme cases on the causal variable or deviant cases.
Collaborative research has a critical role to play in furthering our understanding of African politics. Many of the most important and interesting questions in the field are difficult, if not impossible, to tackle without some form of collaboration, either between academics within and outside of Africa—often termed North–South research partnerships—or between those researchers and organizations from outside the academic world. In Africa in particular, collaborative research is becoming more frequent and more extensive. This is due not only to the value of the research that it can produce but also to pressures on the funding of African scholars and academics in the Global North, alongside similar pressures on the budgets of non-academic collaborators, including bilateral aid agencies, multilateral organizations, and national and international non-government organizations.
Collaborative projects offer many advantages to these actors beyond access to new funding sources, so they constitute more than mere “marriages of convenience.” These benefits typically include access to methodological expertise and valuable new data sources, as well as opportunities to increase both the academic and “real-world” impact of research findings. Yet collaborative research also raises a number of challenges, many of which relate to equity. They center on issues such as who sets the research agenda, whether particular methodological approaches are privileged over others, how responsibility for different research tasks is allocated, how the benefits of that research are distributed, and the importance of treating colleagues with respect despite the narrative of “capacity-building.” Each challenge manifests in slightly different ways, and to varying extents, depending on the type of collaboration at hand: North–South research partnership or collaboration between academics and policymakers or practitioners. This article discusses both types of collaboration together because of their potential to overlap in ways that affect the severity and complexity of those challenges.
These challenges are not unique to research in Africa, but they tend to manifest in ways that are distinct or particularly acute on the continent because of the context in which collaboration takes place. In short, the legacy of colonialism matters. That history not only shapes who collaborates with whom but also who does so from a position of power and who does not. Thus, the inequitable nature of some research collaborations is not simply the result of oversights or bad habits; it is the product of entrenched structural factors that produce, and reproduce, imbalances of power. This means that researchers seeking to make collaborative projects in Africa more equitable must engage with these issues early, proactively, and continuously throughout the entire life cycle of those research projects. This is true not just for researchers based in the Global North but for scholars from, or working in, Africa as well.
Caroline A. Hartzell
Civil wars typically have been terminated by a variety of means, including military victories, negotiated settlements and ceasefires, and “draws.” Three very different historical trends in the means by which civil wars have ended can be identified for the post–World War II period. A number of explanations have been developed to account for those trends, some of which focus on international factors and others on national or actor-level variables. Efforts to explain why civil wars end as they do are considered important because one of the most contested issues among political scientists who study civil wars is how “best” to end a civil war if the goal is to achieve a stable peace. Several factors have contributed to this debate, among them conflicting results produced by various studies on this topic as well as different understandings of the concepts war termination, civil war resolution, peace-building, and stable peace.
Comparison in the social sciences is a principal tool for sharpening our ability to describe reality. It is helpful in understanding the politics of African countries. Different comparative methods help to trace the origin and links to what has transpired in the field of comparative politics at large and with respect to the African continent. Recognizing that the politics–development nexus has served as the dominant context for comparison, scholars have addressed and created knowledge as it pertains to an account of the contemporary state of comparative analysis in the study of African politics.
Comparative public policy (CPP) is a multidisciplinary enterprise aimed at policy learning through lesson drawing and theory building or testing. We argue that CPP faces the challenge of conceptual and analytical standardization if it is to make a significant contribution to the explanation of policy decision-making. This argument is developed in three sections based on the following questions: What is CPP? What is it for? How should it be done? We begin with a presentation of the historical evolution of the field, its conceptual heterogeneity, and the persistence of two distinct bodies of literature made of basic and applied studies. We proceed with a discussion of the logics operating in CPP, their approaches to causality and causation, and their contribution to middle-range theory. Next, we explain the fundamental problems of the comparative method, starting with a synthesis of the main methodological pitfalls and the problems of case selection and then revising the main protocols in use. We conclude with a reflection on the contribution of CPP to policy design and policy analysis.
Although militias have received increasing scholarly attention, the concept itself remains contested by those who study it. Why? And how does this impact contemporary scholarship on political violence? To answer these questions, we can focus on the field of militia studies in post–Cold War sub-Saharan Africa, an area where militia studies have flourished in the past several decades. Virtually all scholars of militias in post–Cold War Africa describe militias as fluid and changing such that they defy easy definition. As a result, scholars offer complex descriptors that incorporate both descriptive and analytic elements, thereby offering nuanced explanations for the role of militias in violent conflict. Yet the ongoing tension between accurate description and analytic definition has also produced a body of literature that is diffuse and internally inconsistent, in which scholars employ conflicting definitions of militias, different data sources, and often incompatible methods of analysis. As a result, militia studies yield few externally valid comparative insights and have limited analytic power. The cumulative effect is a schizophrenic field in which one scholar’s militia is another’s rebel group, local police force, or common criminal. The resulting incoherence fragments scholarship on political violence and can have real-world policy implications. This is particularly true in high-stakes environments of armed conflict, where being labeled a “militia” can lead to financial support and backing in some circumstances or make one a target to be eliminated in others. To understand how militia studies has been sustained as a fragmented field, this article offers a new typology of definitional approaches. The typology shows that scholars use two main tools: offering a substantive claim as to what militias are or a negative claim based on what militias are not and piggy-backing on other concepts to either claim that militias are derivative of or distinct from them. These approaches illustrate how scholars combine descriptive and analytic approaches to produce definitions that sustain the field as fragmented and internally contradictory. Yet despite the contradictions that characterize the field, scholarship reveals a common commitment to using militias to understand the organization of (legitimate) violence. This article sketches a possible approach to organize the field of militia studies around the institutionalization of violence, such that militias would be understood as a product of the arrangement of violence. Such an approach would both allow studies of militias to place their ambiguity and fluidity at the center of analyses while offering a pathway forward for comparative studies.
Richard Ned Lebow
Counterfactuals seek to alter some feature or event of the pass and by means of a chain of causal logic show how the present might, or would, be different. Counterfactual inquiry—or control of counterfactual situations—is essential to any causal claim. More importantly, counterfactual thought experiments are essential, to the construction of analytical frameworks. Policymakers routinely use then by to identify problems, work their way through problems, and select responses. Good foreign-policy analysis must accordingly engage and employ counterfactuals.
There are two generic types of counterfactuals: minimal-rewrite counterfactuals and miracle counterfactuals. They have relevance when formulating propositions and probing contingency and causation. There is also a set of protocols for using both kinds of counterfactuals toward these ends, and it illustrates the uses and protocols with historical examples. Policymakers invoke counterfactuals frequently, especially with regard to foreign policy, to both choose policies and defend them to key constituencies. They use counterfactuals in a haphazard and unscientific manner, and it is important to learn more about how they think about and employ counterfactuals to understand foreign policy.
Shannon Carcelli and Erik A. Gartzke
Deterrence theory is slowly beginning to emerge from a long sleep after the Cold War, and from its theoretical origins over half a century ago. New realities have led to a diversification of deterrence in practice, as well as to new avenues for its study and empirical analysis. Three major categories of changes in the international system—new actors, new means of warfare, and new contexts—have led to corresponding changes in the way that deterrence is theorized and studied. First, the field of deterrence has broadened to include nonstate and nonnuclear actors, which has challenged scholars with new types of theories and tests. Second, cyberthreats, terrorism, and diverse nuclear force structures have led scholars to consider means in new ways. Third, the likelihood of an international crisis has shifted as a result of physical, economic, and normative changes in the costs of crisis, which had led scholars to more closely address the crisis context itself. The assumptions of classical deterrence are breaking down, in research as well as in reality. However, more work needs to be done in understanding these international changes and building successful deterrence policy. A better understanding of new modes of deterrence will aid policymakers in managing today’s threats and in preventing future deterrence failures, even as it prompts the so-called virtuous cycle of new theory and additional empirical testing.
Interviewing is commonly utilized in all disciplines of the social sciences. Across Africa, interviews are undertaken in a variety of diverse contexts by researchers from within and without the continent. Although the challenges many face are context specific, they are certainly not Africa specific: from research design and preparation, to implementation in cross-cultural, extremely rural, or conflict-affected environments.
In order to overcome these challenges, researchers must first recognize that interview data encompass much more than respondents’ answers to posed questions. Interview data, obtained in the process of organizing and conducting interviews, are the information collected before, during, and after the interview encounter; and analyses of the context in which they are pursued, including encountered difficulties. Together, these rich data further our understanding of contemporary Africa, as they do of other continents. It is rare, however, for published outputs to fully engage with the processes of preparing for, enacting, and interpreting the interview encounter. Such omissions limit our understanding of the research process and impede methodological transparency, thereby obscuring possible biases in data and the conclusions drawn from it.
Modern Populism: Research Advances, Conceptual and Methodological Pitfalls, and the Minimal Definition
Takis S. Pappas
Populism is one of the most dynamic fields of comparative political research. Although its study began in earnest only in the late 1960s, it has since developed through four distinct waves of scholarship, each pertaining to distinct empirical phenomena and with specific methodological and theoretical priorities. Today, the field is in need of a comprehensive general theory that will be able to capture the phenomenon specifically within the context of our contemporary democracies. This, however, requires our breaking away from recurring conceptual and methodological errors and, above all, a consensus about the minimal definition of populism.
All in all, the study of populism has been plagued by 10 drawbacks: (1) unspecified empirical universe, (2) lack of historical and cultural context specificity, (3) essentialism, (4) conceptual stretching, (5) unclear negative pole, (6) degreeism, (7) defective observable-measurable indicators, (8) a neglect of micromechanisms, (9) poor data and inattention to crucial cases, and (10) normative indeterminacy. Most, if not all, of the foregoing methodological errors are cured if we define, and study, modern populism simply as “democratic illiberalism,” which also opens the door to understanding the malfunctioning and pathologies of our modern-day liberal representative democracies.
B. Lee Aultman
Nonbinary trans identities have historically referred to a range of gender non-normative embodiments and self-making practices that stand on the outside of, or sometimes in direct opposition to, the Western binary classifications of sex/gender (i.e., man or woman, male or female). These identities include but are not limited to androgyny, genderqueer, genderfluid, gender nonconforming, and genderf*ck. Increasingly, nonbinary has become its own free-standing identity, without many of the historical connotations that genderqueer, for instance, might invoke. Nonbinary people identify themselves with gender-neutral pronouns or a fluid mixture of gendered pronouns in social practices. Some transition and take on embodiments that have a particular gendered aesthetic. This may or may not include sexual reassignment surgeries and other procedures that are body confirming. In short, nonbinary people have varied and robust social lives.
The umbrella category of “trans” helps to situate some of the meaning and history of gender-non-normative identities. On the one hand, it can be a productive political vehicle that mobilizes communities of similarly felt histories toward collective action. On the other hand, it can limit the range of recognized embodiments and practices that have participated in the historically pertinent conventions that trans describes. The history of nonbinary identities is then a complex prospect. Such identities alter the categorical assumptions that underscore transsexual and transgender identities within binary terms. The complex narratives and histories of nonbinary trans identities raise some timely questions about the conventions of sex/gender in contemporary life. What constitutes one’s enduring sense of gender now that the binary itself has come under dispute? Should the gender binary be protected and for whom? In what varied ways do nonbinary identities alter a commonly shared imaginary of the bodily aesthetic? What role does desire play in the ongoing social changes in this long revolution of the body? The politics that emerge from these questions are becoming increasingly pressing as technology can now link otherwise isolated people across global boundaries. And finally, the reception of nonbinary identities offers important spaces of dialogue about the proliferation of identity politics, political movements, and the social divisions of labor these forces demand.
Even though it may be challenging to determine both someone’s sexual orientation and the time of their coming out, or sometimes even their gender for that matter, taking all those as the starting point for analyzing the proliferation of out LGBT parliamentarians will offer intriguing insights into a country’s political life. When following over some 40 years the developments in two European countries with a multi-party system, but with different proportional representation voting systems, such as Germany and Finland, one can notice interesting differences begging for closer scrutiny. In Germany, the list voting combined with constituency voting has allowed openly lesbian or gay candidates from all parties to enter the Bundestag, whereas in Finland only candidates from younger parties have made it to the eduskunta through the open list system. In both countries, gay men have been able to benefit comfortably from their incumbency advantage, whereas lesbians have faced far more difficulties in sustaining their political careers. Thus the descriptive representation and political careers of out lesbians and gays present themselves as highly gendered. This can be explained partly by the prejudices held by party selectorates, and partly by the gendered differences in symbolic representation of politicians in the media, which affects the electorate. It remains to be seen what effect the changing political meaning of politicians’ coming out will have in relation to substantial representation in an era when being lesbian or gay becomes ordinary, but, at the same time, LGBT issues get politicized and remain contested.
Santiago Anria and Christopher Chambers-Ju
Since the dual transition to democracy and the market in Latin America, associational linkages or the exchanges between parties and interest associations representing different groups in society gained prominence for their crucial role in structuring political representation and framing policy processes. In the early 21st century, how do the relationships between political parties and interest associations vary across and within countries? The literature on party–voter linkages has begun to examine the distinct relations that emerge when political parties interact with interest associations that represent societal groups in order to incorporate those groups into party organizations or coalitions. Although associational linkages can be constructed when party leaders reach out to interest associations, they can also be constructed when interest associations negotiate the terms of their political support. One approach to analyzing associational linkages involves focusing on the diverse relationships that emerging societal actors established with political parties. Social movements have constructed movement-based parties. These parties are a particularly puzzling phenomenon because they incorporate social movements into their organizations without necessarily demobilizing them. Emerging sectors of organized labor have also established an array of relationships to parties, with unions engaging in contentious or electoral mobilization, with different degrees of support for political parties. There are major opportunities to advance a broad agenda for research on associational linkages that highlights cross-regional contrasts and changes in the political economy.
Political party systems are an important element of political systems in Africa and elsewhere. They form the central intermediate institution between the general population and the government. Party systems represent and aggregate diverse political views and group interests, and they form coalitions that then form governments with potentially important consequences of democracy and political stability.
Unlike the case in the period directly after independence, African party systems have been overwhelmingly multiparty since the 1990s. As a result, the literature has grown significantly, although most works focus on political parties rather than party systems. Many efforts have been devoted to classification, referring to the legal context as well as, more specifically, the number of relevant parties, the levels of institutionalization, and, less often, the degree of ideological or other polarization. While levels of institutionalization and ideological differences are generally not pronounced, more than half of African party systems have been one-party dominant, of which most are authoritarian. In contrast, two-party and pluralist-party systems, which make up approximately one half of all multiparty systems, are generally more democratic. Besides determining classifications, most analytical work focuses on the determinants of African party systems using quantitative and qualitative as well as macro- and micro-level methodologies. Three determinants are debated: first, ethnicity, which has been cited as the main social cleavage behind African party systems; however, while ethnicity matters, its effects vary and are limited; second, political institutions, especially electoral systems for legislative elections, which only partly explain fragmentation or other features; third, the performance of political parties and rationalist approaches. Scholars largely agree that all of these elements need to be taken into account. While certain functions of party systems may facilitate democratization and political stability or other outcomes, little empirical work exists on the consequences of party systems. Some evidence suggests that highly institutionalized, moderately fragmented, and polarized systems promote democracy. Future research faces many challenges, in particular the development of integrated theory and more fine-grained data, as well as an increased focus on the consequences of party systems.
Process tracing is a research method for tracing causal mechanisms using detailed, within-case empirical analysis of how a causal process plays out in an actual case. Process tracing can be used both for case studies that aim to gain a greater understanding of the causal dynamics that produced the outcome of a particular historical case and to shed light on generalizable causal mechanisms linking causes and outcomes within a population of causally similar cases. This article breaks down process tracing as a method into its three core components: theorization about causal mechanisms linking causes and outcomes; the analysis of the observable empirical manifestations of the operation of theorized mechanisms; and the complementary use of comparative methods to enable generalizations of findings from single case studies to other causally similar cases. Three distinct variants of process tracing are developed, illustrated by examples from the literature.
Sabine C. Carey and Neil J. Mitchell
Pro-government militias are a prominent feature of civil wars. Governments in Colombia, Syria, and Sudan recruit irregular forces in their armed struggle against insurgents. The United States collaborated with Awakening groups to counter the insurgency in Iraq, just as colonizers used local armed groups to fight rebellions in their colonies. An emerging cross-disciplinary literature on pro-government non-state armed groups generates a variety of research questions for scholars interested in conflict, political violence, and political stability: Does the presence of such groups indicate a new type of conflict? What are the dynamics that drive governments to align with informal armed groups and that make armed groups choose to side with the government? Given the risks entailed in surrendering a monopoly of violence, is there a turning point in a conflict when governments enlist these groups? How successful are these groups? Why do governments use these non-state armed actors to shape foreign conflicts whether as insurgents or counterinsurgents abroad? Are these non-state armed actors always useful to governments or perhaps even an indicator for state failure?
We examine the demand for and supply of pro-government armed groups and the legacies that shape their role in civil wars. The enduring pattern of collaboration between governments and these armed non-state actors challenges conventional theory and the idea of an evolutionary process of the modern state consolidating the means of violence. Research on these groups and their consequences began with case studies, and these continue to yield valuable insights. More recently, survey work and cross-national quantitative research contribute to our knowledge. This mix of methods is opening new lines of inquiry for research on insurgencies and the delivery of the core public good of effective security.
Ferdinand M. Vieider and Barbara Vis
Prospect theory—a psychologically founded account of decision making under risk and uncertainty—revolutionized how economists and, later, political scientists thought about decision making under uncertainty. Conceptually, prospect theory is based on two central notions: reference dependence, which is the notion that the utility of outcomes is defined over changes in outcomes from a reference point instead of over absolute outcome levels; and likelihood dependence, which is the notion that people distort probabilities non-linearly when making a decision. Likelihood dependence gives rise to the possibility and certainty effects—changes in probabilities are given much more weight if they fall toward the probability endpoints than if they fall into intermediate probability ranges. Reference dependence gives rise to the reflection effect, predicting mirrored risk attitudes for gains and for losses; and to loss aversion, predicting that people display a disproportionate dislike for losses.
Prospect theory has been extensively applied in the literature on political decision making. Two observations stand out. One, some aspects, such as the reflection effect, have received considerably more attention than others, such as loss aversion or likelihood dependence. Two, there is a twin challenge arising from the combination of this selective modelling and ex post rationalization. A step-wise procedure may help making modelling approaches more principled and systematic. This could furthermore help predicting future decision making behaviour—an aspect that has been neglected in favour of fitting past data.
Steven R. Brown
Q methodology was introduced in 1935 and has evolved to become the most elaborate philosophical, conceptual, and technical means for the systematic study of subjectivity across an increasing array of human activities, most recently including decision making. Subjectivity is an inescapable dimension of all decision making since we all have thoughts, perspectives, and preferences concerning the wide range of matters that come to our attention and that enter into consideration when choices have to be made among options, and Q methodology provides procedures and a rationale for clarifying and examining the various viewpoints at issue. The application of Q methodology commonly begins by accumulating the various comments in circulation concerning a topic and then reducing them to a smaller set for administration to select participants, who then typically rank the statements in the Q sample from agree to disagree in the form of a Q sort. Q sorts are then correlated and factor analyzed, giving rise to a typology of persons who have ordered the statements in similar ways. As an illustration, Q methodology was administered to a diverse set of stakeholders concerned with the problems associated with the conservation and control of large carnivores in the Northern Rockies. Participants nominated a variety of possible solutions that each person then Q sorted from those solutions judged most effective to those judged most ineffective, the factor analysis of which revealed four separate perspectives that are compared and contrasted. A second study demonstrates how Q methodology can be applied to the examination of single cases by focusing on two members of a group contemplating how they might alter the governing structures and culture of their organization. The results are used to illustrate the quantum character of subjective behavior as well as the laws of subjectivity. Discussion focuses on the broader role of decisions in the social order.
Eva Thomann and Jörn Ege
Qualitative Comparative Analysis (QCA) is increasingly establishing itself as a method in social research. QCA is a set-theoretic, truth-table-based method that identifies complex combinations of conditions (configurations) that are necessary and/or sufficient for an outcome. An advantage of QCA is that it models the complexity of social phenomena by accounting for conjunctural, asymmetric, and equifinal patterns. Accordingly, the method does not assume isolated net effects of single variables but recognizes that the effect of a single condition (that is, an explanatory factor) often unfolds only in combination with other conditions. Moreover, QCA acknowledges that the occurrence of a phenomenon can have a different explanation from its non-occurrence. Finally, QCA allows for different, mutually non-exclusive explanations of the same phenomenon. QCA is not only a technique; there is a diversity of approaches to how it can be implemented before, during and after the “technical moment,” depending on the analytic goals related to contributing to theory, engaging with cases, and the approach to explanation.
Particularly since 2012, an increasing number of scholars have turned to using QCA to investigate public administrations. Even though the boundaries of Public Administration (PA) as an academic discipline are difficult to determine, it can be defined as an intellectual forum for those who want to understand both public administrations as organizations and their relationships to political, economic, and societal actors—especially in the adoption and implementation of public policies. Owing to its fragmented nature, there has been a long-lasting debate about the methodological sophistication and appropriateness of different comparative methods. In particular, the high complexity and strong context dependencies of causal patterns challenge theory-building and empirical analysis in Public Administration. Moreover, administrative settings are often characterized by relatively low numbers of cases for comparison, as well as strongly multilevel empirical settings. QCA as a technique allows for context-sensitive analyses that take into account this complexity.
Against this background, it is not surprising that applications of QCA have become more widespread among scholars of Public Administration. A systematic review of articles using QCA published in the major Public Administration journals shows that the use of QCA started in mid-2000s and then grew exponentially. The review shows that, especially in two thematic areas, QCA has high analytical value and may (alongside traditional methodological approaches) help improve theories and methods of PA. The first area is the study of organizational decision-making and the role of bureaucrats during the adoption and implementation of public policies and service delivery. The second area where QCA has great merits is in explaining different features of public organizations. Especially in evaluation research where the aim is to investigate performance of various kinds (especially effectiveness in terms of both policy and management), QCA is a useful analytical tool to model these highly context-dependent relationships. The QCA method is constantly evolving. The development of good practices for different QCA approaches as well as several methodological innovations and software improvements increases its potential benefits for the future of Public Administration research.