Jiawei Liu and Dietram A. Scheufele
There is a dichotomy in framing research that can be traced back to its multidisciplinary origins in psychology and sociology. Definitions of framing rooted in psychology are concerned with the differential presentation of the otherwise identical information and are often referred to as equivalence framing. Definitions rooted in more sociological traditions investigate how a message can be constructed with different sets of information to highlight contrasting perspectives on the same issue. The latter is typically referred to as emphasis framing. Although often subsumed under the same label, equivalence framing and emphasis framing are systematically different, both conceptually and operationally. Therefore, the two traditions need to be carefully distinguished in terms of their origins, conceptualization and operationalization of frames, underlying mechanisms, cognitive outcomes, and their relationships with other media effects theories.
Categorizing existing studies revealed two major pitfalls in framing effects literatures. First, many political communication studies to date have adopted the emphasis framing approach. However, as substantial manipulation of information introduces confounding variables making it difficult for researchers to attribute the effect on the audience to the change of frames, this approach has relatively low internal validity in experiments and can hardly be distinguished from other cognitive media effects models, such as agenda setting and priming. Thus, the bias toward emphasis framing needs to be addressed by conducting research with equivalence frames so that a more concrete causal relationship between message framing and its effects can be established. In addition, little attention has been given to visuals in framing effects research so far. Considering that people consume information in a multimedia environment online, visual frames and verbal-visual interactions need to be further investigated.
Paul A. Djupe and Brian R. Calfano
In the main, the link between religious variables and political choices is wrapped up in a communicative process of exposure and adoption. Specifically, people become exposed to religious teachings and viewpoints within religious contexts, they then must determine whether and to what extent they will adopt those teachings and viewpoints as their own, and then they must adapt them to political ends. Critical to this approach is the acknowledgment that religious social and institutional contexts are rife with diversity, even within religious traditions. This diversity extends to religious adherents, congregations, and elites and means that people receive a variety of religious and political cues from religious sources across time and space. It is this variation that is critical to measure in order to understand religion’s effects on political behavior. That is, documenting the implications of religious diversity is as much a question of research design as it is a theoretical framework. This framework is flexible enough to accommodate the growing literature examining political input effects on religious output.
The norms and patterns of exposure and adoption vary by the combination of the communicator and context: political communication in congregations, religious communication effects on politics in congregations, and religious communication by elites in public space. There are very few instances of political elites in religious spaces, at least in the United States. Presidents and other political elites have used religious rhetoric throughout American history in varying proportions, though how they have used it is changing in the Trump era to be much more particularistic and exclusive rather than the traditional broad and inclusive language of past presidents.
A central variable moderating the impact of communication is credibility, which can be demonstrated in multiple ways, including political agreement as well as religious office, rhetorical choices, and decision-making processes. Religious elites, especially, battle against the weight of history, inattention, and misperception in their attempts to lead prophetically. As a result, religious elite influence, in the sense of changing hearts and minds, is a fraught enterprise.
Naturally, we recommend adopting research designs that are appropriate for incorporating measurement on communication exposure so we can appropriately understand adoption decisions. This demands some creativity on behalf of researchers, which also drives them toward experimental work where exposure questions are built into the design and affords them a great deal of control.
Framing effects are produced by political communications that emphasize certain characteristics or consequences of an issue or policy to the exclusion of other features. By increasing the accessibility of those characteristics in people’s judgments, individuals can be swayed between supporting and opposing a policy depending on the valence of the highlighted feature. The preference inconsistencies that define framing effects were generated initially in environments in which individuals responded to a singular framing of an issue (i.e., a one-sided frame) at the expense of alternative conceptualizations of the problem. An important question is whether framing effects can be diminished by the competition among ideas that is characteristic of democratic politics.
The analysis of competitive framing has focused on the interaction between individual predispositions and processing styles and the combination of messages that individuals receive. The effectiveness of any particular communication strategy will depend on the characteristics of the target audience (specifically its values, knowledge, and processing style), the availability and applicability of the frames employed (i.e., whether they are strong or weak), and the degree to which there is competition and debate over the issues.
Research has been based on increasingly realistic experimental designs that attempt to reproduce how people encounter and process communications about politics in natural environments. The competitive context affects how much information people receive as well as how they process that information. In noncompetitive political environments, individuals, especially those who are unmotivated, tend to apply whatever considerations are made accessible by the one-sided messages they receive. In contrast, competing frames tend to stimulate individuals to deliberate on the merits of alternative interpretations.
The key difference between competitive framing in a single period versus over time is that when people receive competing messages about political issues over the course of a campaign or debate, their attitudes are affected not only by the content of the messages but also the sequence and timing of communications. The same set of messages will have a different impact depending on the order and combinations in which those messages were received. The most significant implication of these dynamics is that democratic competition—even when the opposing frames are balanced and of equal strength—may reduce or eliminate framing effects only when people receive the opposing frames simultaneously.
The magnitude of framing effects at different junctures of a campaign depends on the extent of exposure to frames and the degree to which citizens learn and retain information derived from those frames. Individuals who more efficiently process and store information—the online processors and those with a strong need to evaluate—are less likely to be moved by the latest frame because they are stabilized by the attitudes they have developed in prior phases of the campaign. There are promising hints in over-time studies that longer-term exposure to debate (beyond the short-term campaigns simulated in experiments) could gradually familiarize motivated individuals with both sides of the issue and diminish the subsequent influence of one-sided frames.
Gaurav Sood and Yphtach Lelkes
The news media have been disrupted. Broadcasting has given way to narrowcasting, editorial control to control by “friends” and personalization algorithms, and a few reputable producers to millions with shallower reputations. Today, not only is there a much broader variety of news, but there is also more of it. The news is also always on. And it is available almost everywhere. The search costs have come crashing down, so much so that much of the world’s information is at our fingertips. Google anything and the chances are that there will be multiple pages of relevant results.
Such a dramatic expansion of choice and access is generally considered a Pareto improvement. But the worry is that we have fashioned defeat from the bounty by choosing badly. The expansion in choice is blamed for both, increasing the “knowledge gap,” the gap between how much the politically interested and politically disinterested know about politics, and increasing partisan polarization. We reconsider the evidence for the claims. The claim about media’s role in rising knowledge gaps does not need explaining because knowledge gaps are not increasing. For polarization, the story is nuanced. Whatever evidence exists suggests that the effect is modest, but measuring long-term effects of a rapidly changing media landscape is hard and may explain the results.
As we also find, even describing trends in basic explanatory variables is hard. Current measures are beset with five broad problems. The first is conceptual errors. For instance, people frequently equate preference for information from partisan sources with a preference for congenial information. Second, survey measures of news consumption are heavily biased. Third, behavioral survey experimental measures are unreliable and inapt for learning how much information of a particular kind people consume in their real lives. Fourth, measures based on passive observation of behavior only capture a small (likely biased) set of the total information consumed by people. Fifth, content is often coded crudely—broad judgments are made about coarse units, eliding over important variation.
These measurement issues impede our ability to answer the extent to which people choose badly and the attendant consequences of such. Improving measures will do much to advance our ability to answer important questions.
Thomas E. Nelson
Frames are distilled and coherent representations of complex social and political issues. A frame defines what an issue is about. Emphasis frames give special prominence to one aspect or feature of an issue. An example is the “reverse discrimination” frame for the issue of affirmative action, which emphasizes the potential costs of affirmative action to the superordinate group. Emphasis frames have attracted attention from several disciplines, including political science, sociology, psychology, journalism, and communication, with each contributing theoretical insight and empirical demonstration. Emphasis frames manifest themselves in communicated messages and in the minds of individuals. Emphasis frames often originate in political actors such as social movement organizations, interest groups, and leaders. These actors hope to effect political change by disseminating framed messages that represent the actors’ positions on the issue. News organizations transmit emphasis frames, in whole or in part, in the course of covering an issue. Organizational norms and procedures within the mass media can also shape the frames that ultimately appear to the audience.
Research has linked several political outcomes to emphasis frames, not the least of which is the influence that a communication frame has on the frame in the audience’s mind. Frames can influence the interpretations of the issue, judgments about what is most relevant to the issue, and even opinions about the issue. Framing has also been linked to changes in public policy. At the same time, there are a number of individual and contextual factors that can govern how strong a frame’s impact will be. Frames that harmonize with an individual audience member’s values or schemata might be especially effective, while individuals with strong prior opinions might be less affected by frames.
Researchers have proposed different psychological models of how emphasis frames influence audiences. Some have argued that framing overlaps considerably with other communication effects such as agenda-setting or priming. The key argument is that the frame activates specific beliefs, feelings, values, or other components of political judgment and opinion. Other models propose that framing affects the perceived importance, relevance, or applicability of activated considerations. Still other models stress the impact of frames on the attributions audiences make about who or what is responsible the origins of a social problem and its solution. A final category of models includes emotional response as a key mediator of frame effects.
Several significant challenges confront emphasis framing researchers. Scholars should seek to better integrate research at different levels of analysis of framing. They must also demonstrate framing’s relevance in the modern communication landscape, along with its distinctiveness from other familiar communication phenomena.
Colleen M. Carpinella and Kerri L. Johnson
The facial appearance of political candidates provides information to voters that can be vital to the impression-formation process. Traditionally, psychological research in the field of appearance-based politics has concentrated on investigating whether politicians’ physical appearance impacts perceptions of them. Recently, the focus has shifted from examining whether facial cues matter for impression formation to determining (1) which facial cues matter for voters’ perceptions of politicians and (2) how such visual cues are utilized within the political decision-making process. This shift in research focus has ushered in an appreciation of facial competence and physical attractiveness, and it has been marked by a renewed interest in studying how gender stereotypes impact the influence of politician appearance on perceptions of male and female politicians. In addition, this renewed interest in studying underlying mechanisms in appearance-based politics has spurred on research that includes a broader range of downstream consequences such as evaluations of leadership potential, voting behavior, and even basic political party affiliation categorizations.
Political communicators have long used framing as a tactic to try to influence the opinions and political decisions of others. Frames capture an essence of a political issue or controversy, typically the essence that best furthers a communicator’s political goals. Framing has also received much attention by scholars; indeed, the framing literature is vast. In the domain of political decision making, one useful distinction is between two types of frames: emphasis frames and equivalence frames. Emphasis frames present an issue by highlighting certain relevant features of the issue while ignoring others. Equivalence frames present an issue or choice in different yet logically equivalent ways. Characterizing the issue of social welfare as a drain on the government budget versus a helping hand for poor people is emphasis framing. Describing the labor force as 95% employed versus 5% unemployed is equivalency framing. These frames differ not only by their content but also by the effects on opinions and judgements that result from frame exposure as well as the psychological processes that account for the effects. For neither emphasis nor equivalence frames, however, are framing effects inevitable. Features of the environment, such as the presence of competing frames, or individual characteristics, such as political predispositions, condition whether exposure to a specific frame will influence the decisions and opinions of the public.
Dustin Carnahan, Qi Hao, and Xiaodi Yan
Since its emergence, framing has established itself as one of the most prominent areas of study within the political communication literature. Simply defined, frames are acts of communication that present a certain interpretation of the world that can change the ways in which people understand, define and evaluate issues and events. But while scholarly understanding of framing as a concept has been refined as a consequence of many years of constructive debate, framing methodology has evolved little since the introduction of the concept several decades ago. As a consequence, the methods employed to study and understand framing effects have not kept up with more modern conceptualizations of framing and have struggled to meaningfully contribute to framing theory on the whole. Specifically, analyses of the framing literature over the past two decades suggest framing studies often fall short in properly distinguishing framing effects from broader persuasion and information effects and the current state of the literature—characterized by inconsistencies and idiosyncrasies across individual works—has made generalization difficult, hampering further theoretical development. In light of these concerns, framing scholars must utilize research approaches that allow for a more precise understanding of the mechanisms by which framing effects occur and identify strategies by which broader insights may be gleaned from both current and future work on the subject in order to enrich framing theory moving forward.
Nichole M. Bauer
Women are under-represented at every level of elected office in the United States. As of 2018, women held just under 20% of seats in Congress, 25% of state legislative seats across the country, only six women serve as governor, and, of course, a woman has yet to win the presidency. The political under-representation of women is not unique to the American context. Indeed, women’s under-representation is a feature of other Western Democracies. Even under the leadership of female prime ministers, women hold only 32% of seats in the United Kingdom parliament and 31% of seats in the German parliament. Conventional wisdom suggests that feminine stereotypes may disadvantage female candidates. Feminine stereotypes characterize women as sensitive, emotional, and weak, and these are qualities voters do not traditionally associate with political leadership. Rather, voters associate political leadership with masculine traits such as being tough, aggressive, or assertive. The extent to which voters use these stereotypes in political decision making in the American context is not entirely clear.
There are three ways that feminine and masculine stereotypes can affect political decision making: candidate strategies, campaign news coverage, and vote choice decision. The alignment between masculine stereotypes and political leadership frequently pressures female candidates to emphasize masculine qualities over feminine qualities in campaign messages. Motivating these masculine messages is the perception that voters see female candidates as lacking the masculine qualities voters desire in political leaders. Male candidates, because of the alignment between masculinity and leadership roles, do not face this pressure. Female candidates will, however, highlight feminine stereotypes when these strategies will afford them a distinct electoral advantage. The use of masculinity in candidate strategy leads the news media, in turn, to use masculine stereotypes rather than feminine stereotypes in their coverage of both female and male candidates.
The ways that candidates and the news media engage with gender stereotypes affects how voters use these concepts to form impressions of female and male candidates. Voters will use feminine stereotypes as heuristics to form impressions of the ideological and issue priorities of female candidates. Feminine stereotypes can hurt the electoral prospects of female candidates, but the negative effect of feminine stereotypes only occurs under a limited set of conditions. Voters will use feminine stereotypes to rate female candidates negatively when female candidates explicitly emphasize feminine qualities, such as being warm or compassionate, in campaign messages. But, voters respond positively to female candidates who emphasize positive masculine qualities. In sum, whether gender stereotypes affect voter decision-making depends on the extent to which voters see messages, either from campaigns or the news media, that reflect femininity or masculinity.
Leaderless group decision-making denotes the idea that political decisions from a non-hierarchical discussion structure can be more legitimate and effective than those from a hierarchical structure. Since the latter half of the 20th century, such decision-making has been practiced widely in community groups, non-governmental organizations (NGOs), “deliberation” forums, as well as in the business and management settings. While one may argue its origins go back to Athenian direct democracy, it was the zeal of the 1960s participatory democracy movement in the United States that produced the more sophisticated principles, philosophies, and mechanics of leaderless group decision-making. The progressive social movement activists at that time considered non-hierarchical groups as ethically appropriate to their causes. Since then, this tradition of leaderless group decision-making processes has been adopted in many grassroots social movements.
Debates and controversies abound concerning leaderless group decision-making. It has been a normative imperative for many social activists to adopt decision-making in a leaderless manner. Research to date, however, has produced no conclusive evidence that leaderless group discussion results in better or more effective decisions. Proponents argue that members of a leaderless group would develop greater capacities for self-governance because in such a setting they can take more personal and egalitarian initiatives to organize activities of the group. This, in turn, would lead to better group dynamics and discussion, and, eventually, better decisions. Critics suggest that leaderless groups are slow and inflexible in decision-making and that the supposedly leaderless groups usually end up with leaders because of the social dynamics and human nature present in group interactions.
Regardless of its potential benefits and problems, the ideals of deliberative and participatory democracy are strongly propelling this egalitarian, discourse-based form of group decision-making. Researchers will gain a great deal of insight from literature in deliberation concerning the functions, problems, and future directions of leaderless groups. In addition, there is a need to study leaderless groups in a more multi-faceted way, as research to date has been dominated by psychology-based quantitative assessment of groups. Qualitative and ethnographic approaches will be helpful to further assess the dynamics of leaderless group decision-making.
Hajo G. Boomgaarden and Rüdiger Schmitt-Beck
Media are key for the functioning of democracy. It is the essential link between politics and citizens, providing critical information and interpretation of politics and room for debate. Given this central role of the media for democratic political processes, questions about how mediated political information would affect citizens’ perceptions of and attitudes toward politics, as well as ultimately political behavior, have been dominant in research in the field of political communication. While vast amounts of mid-range theories and empirical insights speak in favor of influences of media on citizens, there is little in terms of a universal theoretical framework guiding political media effects research, which makes it difficult to give a conclusive answer to the question: how and, in particular, how much do the media matter? It may matter for some people under some conditions in some contexts relating to some outcome variables. Technological changes in media systems pose additional challenges, both conceptually and methodologically, to come to comprehensive assessments of media influences on citizens’ political cognitions, attitudes, or behaviors. Research needs to be clearer as to which conceptualization of media is followed and how such conceptualization may interact with other dimensions of media attributes. Measurement of media use and reception needs to take into account the increasing complexities of how citizens encounter political information, and it requires alignment with the conceptualization of media. Political media effect theories should not continue developing side by side, but should attempt to find a place in a more comprehensive model and take into account how they relate to and possibly interact with other approaches. In sum, the field of political media effects, while vast and covering a range of aspects, would do well to consider its role and purpose in increasingly complex media environments and, accordingly, provide more integrative perspectives, conceptually, methodologically, and theoretically.
Recognizing its causal power, contemporary scholars of media effects commonly leverage experimental methodology. For most of the 20th century, however, political scientists and communication scholars relied on observational data, particularly after the development of scientific survey methodology around the mid-point of the century. As the millennium approached, Iyengar and Kinder’s seminal News That Matters experiments ushered in an era of renewed interest in experimental methods. Political communication scholars have been particularly reliant on experiments, due to their advantages over observational studies in identifying media effects. Although what is meant by “media effects” has not always been clear or undisputed, scholars generally agree that the news media influences mass opinion and behavior through its agenda-setting, framing, and priming powers. Scholars have adopted techniques and practices for gauging the particular effects these powers have, including measuring the mediating role of affect (or emotion).
Although experiments provide researchers with causal leverage, political communication scholars must consider challenges endemic to media-effects studies, including problems related to selective exposure. Various efforts to determine if selective exposure occurs and if it has consequences have come to different conclusions. The origin of conflicting conclusions can be traced back to the different methodological choices scholars have made. Achieving experimental realism has been a particularly difficult challenge for selective exposure experiments. Nonetheless, there are steps media-effects scholars can take to bolster causal arguments in an era of high media choice. While the advent of social media has brought new challenges for media-effects experimentalists, there are new opportunities in the form of objective measures of media exposure and effects.
Ian Shapiro, Steven Richardson, Scott McClurg, and Anand Sokhey
Decades of work have illuminated the influence interpersonal networks exert on voting behavior, political participation, the acquisition of political knowledge, tolerance, ambivalence, and attitude polarization. These central findings have largely been grounded in examinations of political discussion and have remained robust to measurement differences of key concepts like disagreement, various data collection methods, and multiple research designs ranging from the cross-sectional to large-scale field experiments. By comparison, scholars understand considerably less about individuals’ motivation to approach their social contacts when it comes to politics, and about why networks produce the outcomes that they do; this calls researchers to reflect on and revisit previous research, but also to consider new paths of research. Although there is a growing body of promising work focused on “whole,” or complete, networks, much can also be gained by better integrating social psychology into the study of egocentric, or “core,” political networks.
Answering these (and other) questions will help connect current findings, emerging methods, and nascent theory. Such connections should advance dialogues between research on group influence, discussion networks, and individual political behavior.
Aubrey Westfall and Özge Çelik Russell
Religion is a central and comprehensive identity for billions of people all over the world. Politicians and other political actors recognize the vitality of religion and use it for political purposes, deliberately signaling religion, religiosity, or religious values and connecting them to political outcomes or behaviors in an effort to influence the political preferences of religious practitioners. The most efficient way to make the connection between religion and politics is through religious cues. Religious cues create information shortcuts linking religious identity or values with a political candidate or issue. Religious cues are used by political and religious actors in secular and religious contexts and are typically one of two general types: identity cues, which engage an individual’s religious identity and activate an in-group/out-group effect, and linkage cues, which link religious values or beliefs with an issue or candidate. Identity cues are particularly tricky to use in secular contexts because they have been shown to have strong alienating effects on nonreligious people, thereby defeating the intended purpose of the cue sender. For this reason, coded religious language called “implicit cues” is used with greater frequency in political discourse where only the religious cue receiver recognizes the religious cue for what it is. This strategy allows a political candidate to reap the benefits of the cue without risking alienation.
While scholars have made substantial progress in using experimental methods to disentangle the ways religious cues influence political behavior, there is ample opportunity for more research exploring different types of religious cues and the way they interact with other forms of cues and identities. Furthermore, most of the research on religious cues has focused on Christian cues in the United States, and a more diverse range of religions and contexts should be explored to understand the way religious cues influence political behavior. Researchers should also expand the definition of “religious practitioners” to explore how religious cues influence the growing number of people who do not affiliate with a religion or engage in practices traditionally associated with religiosity but do identify as religious. This would help to expand conceptualization of political behavior to more accurately reflect lived political experiences. Embracing these opportunities will allow the scholarly community to gain a better understanding of the varied political dynamics of religious cueing, which offers insights into how fundamental identities and attitudes are linked, thereby shedding more light on the complex dynamics of political behavior.
How do people make political judgments and decisions? Each day, people are faced with a host of political issues. They also possess a limited amount of cognitive resources and must grapple with topics on which there is not necessarily an objectively correct answer. In turn, people rely on accessible information to facilitate their political judgments and decisions. Information is accessible when it is activated in a person’s mind. The information can either be chronically accessible, such as the political issues that are consistently important to a person, or made accessible through the situation, such as the issues that the media choose to cover in a given time and place. Situational information becomes especially accessible when the context activates available information stored in memory or the information is consistent with a person’s motivations and goals, such as media coverage rendering civil rights more accessible for racial minorities. Priming refers to the usage of accessible information when making judgments and decisions, such as deciding whether to sign a petition or how to vote in an election. In recent years, considerable debate has emerged about the generalizability of findings and current conceptual models of accessibility and priming across people and contexts. As research on accessibility and priming progresses, scholars continue to examine these topics in novel areas (e.g., social media) and push in building nuanced theoretical frameworks that help to explain variability in priming across contexts. Overall, understanding how people use accessible information in political judgments and decisions stands as an important factor in developing a comprehensive picture of political life.
Despite predictions that urbanization, economic development and globalization would lead to the recession of religion from public life, populations around the world continue to be highly religious. This pattern holds in most parts of the Global South and also in some advanced industrial democracies in the North, including in the United States. In grappling with the influence (or lack thereof) of religion on political life, a growing body of literature pays attention to how clergy–congregant communication might shape listeners’ political attitudes and behaviors. Considerable debate remains as to whether clergy–congregant communication is likely to change political attitudes and behavior, but there is a greater consensus around the idea that exposure to religious communication can at the very least prime (that is, increase the salience of) certain considerations that in turn affect how people evaluate political issues and whether they participate in politics. Religious communication is more likely to exert a persuasive and a priming influence among those already inclined to select into the communication and when the source of the communication is credible. More research is needed on the duration of religious primes and on the effects of religious communication in different political and social contexts around the world.
The representativeness heuristic was defined by Kahneman and Tversky as a decision-making shortcut in which people judge probabilities “by the degree to which A is representative of B, that is, by the degree to which A resembles B.” People who use this cognitive shortcut bypass more detailed processing of the likelihood of the event in question but instead focus on what (stereotypic) category it appears to fit and the associations they have about that category. Simply put: If it looks like a duck, it probably is a duck. The representativeness heuristic usually works well and provides valid inferences about likelihood. This is why political scientists saw it as an important part of a solution to an enduring problem in their field: How can people make political decisions when so many studies show they lack even basic knowledge about politics? According to these scholars, voters do not need to be aware of all actions and opinions of a political candidate running for office. To make up their mind on who to vote for, they can rely on cues that represent the performance and issue position of candidates, such as the party they are affiliated with, their ranking in the polls, and whether (for instance) they act/appear presidential. In other words, they need to answer the question: Does this candidate fit my image of a successful president? The resulting low-information rationality provides voters with much confidence in their voting decision, even though they do not know all the details about the history of each candidate. Using heuristics allows relatively uninformed citizens to act as if they were fully informed.
Despite this optimistic view of heuristics at their introduction to the discipline, they originated from research showing how heuristic use is accompanied by systematic error. Tversky and Kahneman argue that using the representativeness heuristic leads to an overreliance on similarity to a category and a neglect of prior probability, sample size, and the reliability and validity of the available cue. Kuklinsky and Quirk first warned about the potential effect of these biases in the context of political decision-making. Current research often examines the effects of specific cues/stereotypes, like party, gender, race, class, or more context-specific heuristics like the deservingness heuristic. Another strand of research has started exploring the effect of the representativeness heuristic on decision-making by political elites, rather than voters. Future studies can integrate these findings to work toward a fuller understanding of the effects of the representativeness heuristic in political decision-making, more closely consider individual differences and the effects of different contexts, and map the consequences that related systematic biases might have.
The idea of satisficing as a decision rule began with Herbert Simon. Simon was dissatisfied with the increasingly dominant notion of individuals as rational decision-makers who choose alternatives that maximize expected utility on two grounds. First, he viewed the maximizing account of decision-making as unrealistic given that individuals have cognitive limitations and varying motivations that limit cognitive ability and effort. Second, he argued that individuals do not even choose alternatives as if they are maximizing (i.e., that the maximizing account has predictive validity). Instead, he offered a theory of individuals as satisficers: decision-makers who consider a limited number of alternatives, expending limited cognitive effort, until they find one that is “good enough.” At this point, he argued, the consideration of alternatives stops.
The satisficing decision rule has influenced several subfields of political science. They include elite decision-making on military conflicts, the economy, and public policy; ideas of what the mass public needs to know about politics and the extent to which deficits in political knowledge are consequential; and understanding of survey responses and survey design. Political and social psychologists have also taken Simon’s idea and argued that satisficing rather than maximizing is a personality trait—stable characteristics of individuals that make them predisposed toward one or other type of alternative search when making decisions. Research in these subfields additionally raises normative questions about the extent to which satisficing is not only a common way of making decisions but a desirable one. Satisficing seems superior to maximizing in several respects. For example, it has positive effects on aspects of decision-makers’ well-being and is more likely to result in individuals voting their interests in elections.
There are, however, a number of directions in which future research on satisficing could be taken forward. These include a fuller incorporation of the interaction of affect and cognition, clearer tests of alternative explanations to satisficing, and more focus and understanding on the effects of the Internet and the “information age.”
Christina Ladam, Ian Shapiro, and Anand Sokhey
As the most common form of voluntary association in America, houses of worship remain an unquestionably critical component of American civil society. Major approaches to studying religion and politics in the United States are described, and the authors present an argument for focusing more attention on the organizational experience provided by religious contexts: studying how individuals’ social networks intersect with their associational involvements (i.e., studying religion from a “interpersonal” perspective) may actually shed new light on intrapersonal, psychological constructs like identity and religiosity.
Evidence is presented from two nationally representative data sets that suggests considerable variance in the degree to which individuals’ core social networks overlap with their houses of worship. This variance exists within and between individuals identifying with major religious traditions, and such networks are not characterized solely by agreement (as theories of self-selection might suggest).
Wouter van Atteveldt, Kasper Welbers, and Mariken van der Velden
Analyzing political text can answer many pressing questions in political science, from understanding political ideology to mapping the effects of censorship in authoritarian states. This makes the study of political text and speech an important part of the political science methodological toolbox. The confluence of increasing availability of large digital text collections, plentiful computational power, and methodological innovations has led to many researchers adopting techniques of automatic text analysis for coding and analyzing textual data. In what is sometimes termed the “text as data” approach, texts are converted to a numerical representation, and various techniques such as dictionary analysis, automatic scaling, topic modeling, and machine learning are used to find patterns in and test hypotheses on these data.
These methods all make certain assumptions and need to be validated to assess their fitness for any particular task and domain.