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Comparative Civilizations  

David O. Wilkinson

The study of comparative civilization raises a variety of questions; for example, how “civilization” is related to “culture,” what criteria shall be used to distinguish one civilization from another, or whether the past of civilizations can tell us anything about the future of our global civilization. One way to approach these elements of the comparative-civilizational problematique is by analyzing the successive theses of notable workers in the field, from Herodotus of Halicarnassus and Marco Polo to Garcilaso Inca de la Vega, Ibn Khaldun, Giambattista Vico, and Georg Wilhelm Friedrich Hegel. The works of Hegel and four other scholars—Nikolai Danilevsky, Oswald Spengler, Arnold Toynbee, and Pitirim Sorokin—are considered classics in the study of macrosocial systems. More recent studies of macrosocial systems that deserve consideration are those by André Gunder Frank and Barry Gills; Christopher Chase-Dunn and Thomas Hall; Carroll Quigley; Matthew Melko; and Samuel P. Huntington. The “civilizations” and “world-systems” approaches to macrosocieties are both strongly concerned to explain political conditions like hegemony and rivalry, general war, and general peace. Thus, it would be useful to concentrate on the political–military–diplomatic foci of both approaches. A key to making comparative-civilizational research more systematic is to identify the spatio-temporal boundaries of civilizations as complex systems with particular locations in space and time.


Comparative Immigration Policy  

Jeannette Money

The research on comparative immigration policy is relatively recent, with the earliest dealing with significant immigrant inflows into Western Europe after World War II. Because of the difficulties in finding empirically grounded measures of immigration policy, the literature has grown primarily by adding to the theoretical literature. In terms of the immigration control literature, nativism (anti-immigrant preferences) has been complemented by approaches that include attention to the economic consequences of immigration, focus on how societal preferences are channeled, and focus on state national interest and state security. In terms of the immigrant integration literature, there has been a tendency to classify the immigrant reception environment of states according to historical nation building features of the state and to types of “immigration regimes.” More recently, in recognition of the static nature of these models of policy making, scholars have disaggregated integration policy into its component parts and incorporated aspects of politics that change over time. The research arena is, in short, theoretically rich, though both dimensions of research on immigration policy suffer from two flaws. The first is the inability to compare effectively policies across countries. The second is the research focus on Western Europe and advanced industrial countries, to the neglect of the remaining countries in the world.


Comparative Regionalism  

Emmanuel Balogun

The study of regionalism has experienced numerous transformations and focal points. Comparative regionalism has emerged as the next wave of scholarship on regional cooperation and integration in international relations. What differentiates comparative regionalism from this earlier scholarship? There are three research themes that characterize the field of comparative regionalism: (a) an empirical focus on regional identity formation as a way of distinguishing between autonomous regions, (b) decentering Europe as the main reference point of comparative regionalism, and (c) defining what is truly “comparative” about comparative regionalism. These research themes emerge in a global context, where regional cooperation and integration are being tested from all sides by events such as Brexit in Europe, elusive global cooperation in the response to the COVID-19 pandemic, and challenges to democratic stability across the globe. While the development of regionalism has primarily been concerned about the defining of regions and the world order context in which regional cooperation emerges and sustains itself, the interrelated themes of regional identity formation and the decentering of Europe in comparative regionalism drive the comparative regionalism agenda, giving substance to the identification and measurement of the “local” and other context-specific mechanisms of regionalism. While these three themes are helpful in discerning the state of the comparative regionalism research agenda, they also have some limitations. While comparative regionalism is progressive in its integration of constructivist ideas of identity formation, its project of withering Eurocentrism, and its methodological flexibility, comparative regionalism research would be well served to incorporate more reflexive and interpretivist research practices and methods, particularly to serve the goal of offering new knowledge and theories of regional cooperation in the Global South that are not tethered to Europe.


Conceptual Debates in Ethnicity, Nationalism, and Migration  

Stephen J. Larin

Since the mid-nineteenth century, the term “ethnic” has come to mean “member of a group of people with a set of shared characteristics,” including a belief in common descent. As such, “ethnic groups” refer to human groups that entertain a subjective belief in their common descent because of similarities of physical or customs type or both, or because of memories of colonization and migration. Ethnic phenomena are primarily explained through the “primordialist” and “instrumentalist” explanations. Primordialism holds that ethnicity is a constitutive and permanent feature of human nature. Instrumentalists argue that ethnicity is a social construct with the purpose of achieving political or material gain. However, the real debate is among constructivists over whether ethnicity should be studied from the participant or the observer perspective. Meanwhile, it is difficult to determine exactly when and where “the nation” first became identified with “the people” as it is today, but the process is closely tied to the rise of popular sovereignty and representative democracy. When nations and nationalism became the subject of academic inquiry, three positions emerged: “modernism,” which holds that both nations and nationalism are modern phenomena; “perennialism,” which argues that nationalist ideology is modern, but nations date back to at least the Middle Ages; and “ethno-symbolism,” a combination of the previous two. Most contemporary classifications of nations and nationalism are typological, the most prominent of which identify two dichotomous types, such as the distinction between “civic” and “ethnic” nationalism. Other classifications are better described as taxonomies.


Cultural Diplomacy  

David Clarke

Cultural diplomacy designates a policy field, in which states seek to mobilize their cultural resources to achieve foreign policy goals. The nature of those goals, and of the cultural resources mobilized to achieve them, has been subject to historical change, and a range of terminology has been used to designate this kind of policymaking in different national and historical contexts. Nevertheless, the term cultural diplomacy is a viable one for designating this particular area of foreign policy, which is often understood as one component of a state’s broader public diplomacy or, following Joseph Nye’s terminology, its “soft power.” Cultural display and exchange have arguably always played a role in the relations between peoples. With the emergence of the modern state system in the early modern period, such display and exchange became an expression of formal diplomatic relations between courts, yet it is only in the 19th century that we see the emergence of cultural diplomacy in the sense it is understood today: It is no longer a matter of communication between rulers, but rather an expression of national identity directed at an international public. Throughout the 19th century, cultural diplomacy was closely associated with the rivalry of the Great Powers, particularly in the colonial context. However, following the end of the First World War, cultural diplomacy increasingly came to be understood as a means to pursue ideological competition, a trend that became central to the cultural diplomacy of the Cold War. Nevertheless, scholarship’s focus on the cultural dimensions of the confrontation between the two Cold War superpowers has drawn attention away from other varieties of cultural diplomacy in the “Third World” or “Global South,” which sought to establish forms of solidarity between postcolonial nations. The post–Cold War world has been characterized by a shift in the rhetoric surrounding cultural diplomacy, which now frequently contains an economic dimension, as states compete for markets, investments, and attention in the context of neoliberal globalization. Nevertheless, we also see a pluralization of strategies of cultural diplomacy, in which a range of actors tailor their approach to cultural foreign policy according to their own perceived position in a multipolar world. Nevertheless, despite the continued popularity of cultural diplomacy in policymaking circles and the significant attention it has received from researchers in the 21st century, the assessment of the impact of cultural diplomacy remains a challenge.


Cultural Diversity and World Politics  

Elif Kalaycioglu

The end of the Cold War, the emergence of nonWestern states as influential actors in global politics, and waves of Western nativism in the United States and Europe have placed questions of cultural diversity centrally in global politics. Although the mainstream paradigms of international relations (IR), namely, realism and liberalism, have remained focused on material power and mutual gains via institutions as the cruxes of global politics, starting with the mid-1990s, an increasing number of IR scholars have attended to the question of cultural diversity and world politics. This scholarship has approached culture, alternatively, as a set of shared meanings stable over time, meanings that are institutionally stabilized, or a field of multiple and competing representations. Accordingly, some (the English school, conventional constructivism) posit culture as internally coherent and externally diverse, associating shared culture with accord and cultural diversity with discord. Others (critical constructivism, postcolonial IR) focus on the power-laden processes through which cultural diversity comes to be associated with Otherness and discord. Most of the relevant scholarship, however, defies paradigmatic categorization. These works are better grouped as interventions into IR theory and as scholarship that focuses on the impact of cultural diversity on the conduct of world politics. The first set of interventions have identified the state of cultural diversity in IR theorizing as an absence, a deep suspicion and an active suppression, or an outdated conceptualization. The IR theoretical path forward has, accordingly, been identified as the inclusion of culture, as dispensing with key theoretical heuristics of the field, or as a new focus on how cultural diversity has been globally governed. The analyses of cultural diversity and the conduct of world politics, taken together, show the intricate connections between existing institutions and norms, and assertions of cultural diversity. While diversity challenges universalizing forms of governance, the demands for the equal recognition of diversity are shaped by existing institutions. Despite key theoretical and analytical insights, the scholarship on cultural diversity can pay further attention to (a) the relation between theoretical notions of cultural diversity and cultural diversity as employed in global politics and (b) the relation between cultural diversity and other global political domains, such as geopolitics. On this, the literature can benefit from engagement with the IR scholarship on civilizations. At the same time, the latter scholarship is highly relevant to the question at hand because civilizations are key conduits of the global politics of cultural diversity.


Culture and Foreign Policy Analysis  

Andrea Grove

There are several conceptions of culture which have become dominant in foreign policy analysis (FPA) in particular: culture as the organization of meaning, culture as value preferences, and culture as templates for human strategy. Prior to the 1990s, the Cold War constraints of bipolarity had left little room for idiosyncratic domestic-level variables such as culture to affect FP. However, once systemic constraints lessened and the decision making milieu became more ambiguous, scholars increasingly turned to questions about culture and identity. Using classic frameworks as a jumping off point, early work on national role conception and operational code analysis incorporated culture as a significant filter for decision making. Operational code analysis is another early approach that had elements of culture as part of the decision making context. In addition, there are a few works that investigate culture and FP with a different focus than FPA. But perhaps one of the most notable elements of FPA studies exploring culture is the idea that it need not be viewed as explaining whatever cannot be explained by anything else. Instead of merely an alternative theoretical explanation of state behavior, use of culture in the post-Cold War revival and today reflects an effort not so much to refute neorealism but to look at different questions.


Devolution, Regional and Peripheral Nationalism  

André Lecours

Social science scholars have repeatedly predicted the demise of regional (or peripheral) nationalism, from the late nineteenth century to the post-World War II period and in the 1990s. However, all suggestions about the death of regional nationalism have been proven wrong. On the contrary, nationalist movements in the West have not only survived advanced capitalist development in liberal democratic contexts but have thrived as well. In the developing world, decolonization gave rise to a variety of regional nationalist movements that frequently spiraled into violent conflict and secessionist attempts. To deal with regional nationalism, states often turned to devolution, resulting in the implementation of various schemes of autonomy, most of which came under the guise of federalism. Three trends characterize the literature on regional nationalism and its management through devolution: a change in the way regional nationalism is viewed; a transformation in the type of political, institutional, and constitutional response scholars have suggested toward regional nationalism; and a willingness to accept, or even favor, secession as a possible solution to conflict in multinational and/or multiethnic countries. At the same time, there are at least two challenges in the study of regional nationalism and its management: objectivity and the need to develop a greater comparative perspective.


Drivers of Religious Extremism in South Asia  

Zahid Shahab Ahmed

Religious extremism is not a new phenomenon in South Asia but it has certainly grown during the 21st century and that too across the region. While there are historical reasons behind religious divisions and fissures in South Asia (e.g., the two-nation theory with reference to the creation of a separate homeland for the Muslims of the Indian subcontinent), religious nationalism is a key driver behind the securitization of religious minorities. Although the existence of Muslim extremists is linked to how religion was used as a tool to recruit and mobilize mujahideen against the Soviet occupation of Afghanistan between 1979 and 1988, the global dynamics after the September 11, 2001, terrorist attacks and the “war on terror” have also influenced religious radicalization and extremism in Pakistan. In contrast, Buddhist and Hindu nationalism have been key drivers of religiously motivated extremism targeting religious minorities, especially Muslims, in Sri Lanka and India. There are similarities in terms of how Buddhist, Hindu, and Muslim extremist groups have been propagating hate and inciting violence; for instance, many extremist groups now increasingly use social media. As this article argues, the presence of religious extremism in South Asia presents a significant challenge to peace and security. This includes various forms of extremism targeting different religious groups and promoting anti-Western sentiments. International terrorist organizations are active in the region, while Hindu and Buddhist nationalists contribute to the marginalization and violence against Muslims. Creating an environment of tolerance, inclusivity, and respect for all religious communities is crucial to address these complex issues effectively.


Emerging Themes and Issues in Ethnicity, Nationalism, and Migration Research  

Willem Maas

Ethnicity and nationalism, interethnic conflicts, and human migration have been major forces shaping the modern world and the structure and stability of contemporary states. A notable reason for the current academic interest in ethnicity and nationalism is the fact that such phenomena have become so visible in many societies that it has become impossible to ignore them. In the early twentieth century, many social theorists claimed that ethnicity and nationalism would decrease in importance and eventually vanish as a result of modernization, industrialization, and individualism, but this never came about. Instead, ethnicity and nationalism have grown in political importance in the world, particularly since the Second World War. It is important to note that ethnicity and nationalism are social and political constructions, as well as modern phenomena that are inseparably connected with the activities of the modern centralizing state. One characteristic of a modern state is the presence of population diversity brought about by migration. Human migration can be defined as the movement by people from one place to another with the intentions of settling permanently in the new location. One of the reasons why immigrants choose to migrate to another country is because globalization has increased the demand for workers from other countries in order to sustain national economies. Known as “economic migrants,” these individuals are generally from impoverished developing countries—usually people of color—migrating to obtain sufficient income for survival.


Emotions and International Relations  

Simon Koschut

The growth of research on emotion in international relations (IR) has produced a significant body of literature. This body of literature has raised a number of interesting questions, debates, and theoretical positions regarding the agentic properties of international actors and how they are embedded in international structures. Emotions have long been viewed in IR as self-evident and irrational by-products of cognitive processes and have, until recently, remained largely implicit and undertheorized. The first wave of research lamented the discipline’s neglect and marginalization of emotions in mainstream IR theories and concepts. The second wave has turned to specific ways to integrate the consideration of emotion into existing research within specific issue areas, from diplomacy, security, war, and ethnic conflict to transnational actors, institutions, governance, and conflict management. The literature on this topic is so extensive that many even speak of an “emotional turn.” Its intellectual roots stem from various disciplines, such as psychology, neuroscience, sociology, history, and cultural studies, and this diversity is reflected in ongoing challenges of how to study emotions and their political effects in IR. These challenges relate to a number of ontological and epistemological questions, including how to conceptualize emotions, how to capture emotions methodologically, and how to move from the individual to the collective level of analysis. Whatever divergent claims are made by these scholars, there is by now a firm consensus in the discipline that emotions matter for international and global politics.


Ethnic Identities and Boundaries: Anthropological, Psychological, and Sociological Approaches  

Landon E. Hancock

Ethnicity and identity are largely about boundaries; in fact, there is no way to determine one’s identity—ethnic or otherwise—without reference to some sort of boundary. In approaching the study of ethnicity and identity, sociology, anthropology, and to a lesser extent political science and international relations tend to focus on the group level and define ethnicity and ethnic identity as group phenomena. Psychology, by contrast, focuses on the individual level. These two disciplinary areas represent the opposite ends of a conceptual focus in examining both ethnicity as a group phenomenon and identity as an individual phenomenon, with a “middle ground” outlined by symbolic interactionism focusing on the processes of formation and reformation through the interaction of individuals and groups. The thread that runs through each of these ordinarily disparate disciplines is that, when examining ethnicity or identity, there is a common factor of dialectic between the sameness of the self or in-group and differentiation with the other or out-group. Moreover, an examination of the manner in which the generation of identity at one level has an explicit connection to the germination of identity at other levels of analysis shows that they combine together in a process of identification and categorization, with explicit links between the self and other at each level of analysis.


Ethnicity and Nationalism in Wars of Secession  

Jason Sorens

For some time, scholars have noticed that ethnic groups that are geographically concentrated or possess a “regional base” tend to become embroiled in anti-state rebellion at a much higher rate than other ethnic groups. Countries with higher numbers of geographically concentrated ethnic minorities and self-determination movements tend to see more internal violence. Furthermore, if popular demands for independence exist, they may or may not reach serious political expression, and that expression may take various forms, from electoral action to protest or outright rebellion. The form of expression depends on institutional constraints and various factors that generate reasons for conflict; however, not all attempts at secession are done with violence. Many secessionist organizations have in fact refrained from violence, and some governments permit secessionists to organize, to contest elections, and even to pursue independence through the political process. Recently, scholarship has begun to move away from the determinants of popular demands for sovereignty to the dynamics of secessionist mobilization, including collective protest and rebellion. This research sees the struggle between nationalists and the state in the context of game theory, particularly deterrence models, and generally stresses concepts such as capability, information, and credibility. Secessionism overall remains a research frontier in both comparative politics and international relations.


Ethnicity, Nationalism, and Colonialism  

Mehmet Sinan Birdal

International relations theory has much to gain from studying ethnicity, nationalism, and colonialism. Research on nationalism has produced important theoretical contributions to constructivist approaches in international relations. Similarly, postcolonial theory can contribute to international relations theory by exploring aspects of identity construction that are neglected in studies with exclusive focus on Western states. For example, postcolonial theory can be used in the study of ethnic conflict by combining both aspects of identity construction and strategizing, and how research on ethnicity and nationalism and postcolonial studies can benefit from closer dialogue. Moreover, postcolonial studies raise important epistemological and normative questions that need to be taken seriously by international relations scholars. Postcolonial and subaltern studies question the knowledge claims made by area studies by criticizing their representational strategies of colonialism and the postcolonial situation. They pose a challenge for international relations as a discipline by questioning the knowledge–power nexus. They assert that the presumably “scientific” accounts of the non-West carry the ideological baggage of colonialism. What is needed therefore is to account first for the historical representation of the non-West in Western scientific discourse and produce a critique of this knowledge system as a legitimating and administrative discourse in the service of colonialism.


Ethnicity, Nationalism, and Migration in China, Korea, and Japan  

Eunice Y. Kang, Hyung-Gu Lynn, and Apichai W. Shipper

East Asian countries have varying levels of ethnic homogeneity. North and South Korea have long been considered among the most ethnically homogeneous nation-states in the world. Yet, since the mid-1990s, the amount of immigration to the country as well as transnational marriages have transformed South Korea into a multiethnic state. The Japanese also view themselves as a racially distinct and homogeneous people, despite the historical presence of foreigners and ethnic minorities. China is composed of a patchwork of ethnicities with around 55 state-recognized minority groups. However, according to the 2010 census, minorities accounted for only 8.49% of the overall population or 114 million people. Despite different levels of ethnic homogeneity, China, Korea, and Japan are witnessing a rise in international (and internal) migration, which started in the late 20th century and has continued into the early 21st century. The increase of foreign migrant workers and spouses has challenged the dominant perceptions of ethnic homogeneity in Korea and Japan, while further strengthening the bonds of ethnic heterogeneity in China. These changes have not only forced a reshaping of the notions of identity and citizenship, but have also helped fuel the rise of various “reactive” forms of neo-nationalism, such as “state nationalism,” “ethnic nationalism,” and “cultural nationalism,” that attempt to fortify or recuperate ethnic or race-based definitions of national identity.


Ethnicity, Nationalism, and Migration in Southeast Asia  

David Brown

In southeast Asia, ethnic tensions and conflicts stem in large part from economic or power rivalries rather than cultural differences. The political relationships between ethnic identities and nation-state identities in southeast Asia can be analyzed based on three different frameworks, each offering important insights into the region’s complexities and variations. The first is the plural society approach, which points to cultural pluralism as the source of political tensions in southeast Asia. The implication of this view is that ethnic violence will tend to take the form of rioting between people of different cultures as they compete for state resources or power. The second framework is a state legitimacy approach, which argues that the national identity strategies adopted by the state elites are the key factor influencing the structure of ethnic politics. In this context, the strategy of state legitimation is employed to promote the migration of highland ethnic minorities out of their ancestral homeland areas so as to facilitate their economic development, but also their assimilation into the ethnic core. The third framework is a globalized disruption approach, which suggests that globalization has three negative impacts relating to economic disparities, the problematical politics of democratization, and fears of international or domestic terrorism. It can be said that the politics of ethnicity and nationalism in southeast Asia arises from the enhanced appeal of ethnic and national stereotypes for people experiencing diverse insecurities, giving rise to inter-ethnic distrust as well as intra-ethnic factionalism.


Ethnicity, Nationalism, and Migration in Sub-Saharan Africa  

Patrick R. Ireland

Migration has had a strong impact on the interplay between ethnicity and nationalism in sub-Saharan Africa. The ethnic map of Africa is the outcome of a lengthy history of comings and goings. Before the European conquests, Africa was not populated by clearly bounded, territorially grounded tribes or ethnic groups in the Western sense. Instead, the most prominent characteristics of precolonial African societies were mobility, overlapping networks, multiple group membership, and the context-dependent drawing of boundaries. Colonialism later shaped, even created ethnic identities, contributing to Africans’ difficulties in adhering to Western notions of nationalism. Afterward, with the postcolonial state taking up its mantle, ethnic loyalty continued to overpower national identity. Local ethnic associations have since acted as a substitute for national citizenship, and ethnic belonging for national consciousness. Three countries can help demonstrate this interplay of ethnicity, nationalism, and migration in sub-Saharan Africa: Côte d’Ivoire, together with the homeland of many of its migrants, Burkina Faso, in West Africa; South Africa, together with the homeland of many of its migrants, Lesotho; and Botswana in Southern Africa. They show that, even across very disparate countries and regions, a common trend is visible toward official attempts to subsume internal ethnic differences under a form of nationalism defined partly by excluding those deemed sometimes rather arbitrarily to be external to the polity. This process has implicated non-African immigrant-origin communities, such as Indians and Lebanese, and has hampered the development of migrant integration policies and led to challenges related to social cohesion.


Ethnicity, Nationalism, and Migration in the Middle East  

Zeynep Sahin

Since the second half of the 1940s, the Middle East has experienced intense migrations. In 2005 alone, the region received a total of approximately 6 million refugees. Migration flows to and from the Middle East have been linked to nationalist movements and ethnic conflicts. However, these relations have received little attention from scholars. Scholarly work on migration in the Middle East that has accumulated between the early 1950s and the late 1980s falls into two broad categories in terms of subject matter: Jewish migration to Israel and the Palestinian refugees, and migrations to labor-short countries of the Gulf and Europe. New trends in the literature on migration in the Middle East can also be identified, including those relating to the gender aspects of migration, population displacement and resettlement, return migration, and the relationship between migration and security. Although the field has made significant progress—the scope of the literature with respect to subject matter has broadened from the 1980s onward, and the methods used by scholars have become more sophisticated over the years—there are some shortcomings that need to be addressed. A number of important issues, such as citizenship or economic dynamics, remain unexplored. Since labor migrations to and from the Middle East are central to economic development, a focus on the evolution of migration may shed light on numerous relevant themes.


The Ethnic, Nationalist, and Religious Roots of Terrorism  

Josephine Squires

Terrorism has been described variously as a tactic and strategy, a crime and a holy duty, as well as a justified reaction to oppression and an inexcusable abomination. Nationalist terrorism is a form of terrorism motivated by nationalism. Nationalist terrorists seek to form self-determination in some form, which may range from gaining greater autonomy to establishing a completely independent, sovereign state. Nationalist terrorism is linked to a national, ethnic, religious, or other identifying group, and the feeling among members of that group that they are oppressed or denied rights, especially rights accorded to others. But while terrorism has more often been based on revolutionary politics, there has also been an increase in terrorist activity motivated by religion. Terrorist acts done in the name of religion typically aim to enforce a system of belief, viewpoint or opinion. The validity and scope of religious terrorism is limited to an individual’s view or a group’s view or interpretation of that belief system’s teachings. There are some researchers, however, who argue that religion should be considered only one incidental factor and that such terrorism is primarily geopolitical. Meanwhile, ethnic violence refers to violence expressly motivated by ethnic hatred and ethnic conflict. The minimum requirement for ethnic tensions to result in ethnic violence on a systemic level is a heterogeneous society and the lack of a power to prevent them from fighting.


Ethnoreligious Data Collection  

Jonathan Fox

Collecting and examining datasets on ethnicity and religion involves translating and codifying real-world phenomena such as actions taken by governments and other groups into data which can be analyzed by social science statistical techniques. This methodology is intended to be applied to phenomena which in their original form are in a format not readily accessible to statistical analyses, i.e. “softer” phenomena and events such as government policies and conflict behavior. Thus, this methodology is not necessary for phenomena like GDP or government military spending, but is based on behavior by organizations or groups of individuals which are assessed by a coder who translates this behavior into data. Aggregate data collected by this methodology should have three qualities. First, they must be reproducible. Second, the data must be transparent in that all aspects of the data collection process and its products be clear and understandable to other researchers, to the extent that they could, in theory, be replicated. Third, it must measure what it intends to measure in a clear, accurate, and precise manner. A project which accomplishes all of this must be conceptualized properly from the beginning, including the decision on which unit of analysis to use and which cases to include and exclude. It must have appropriate sources and a tight variable design. Finally, the data must be collected in a systematic, transparent, and reproducible manner based upon appropriate sources.