Religion's historical mistrust of sexuality shapes people's behavior by inhibiting liberal sexuality. Still, it is unclear whether this inhibitive role also includes common, normative sexual behavior, particularly in secularized contexts. Moreover, the possible mediating effects emotions, affects, and thoughts have on the association between religiosity and restricted sexuality have never been integrated into a single model. Finally, cross-religious differences in common sexual behavior have still yet to be documented. We addressed these three issues in two studies, with samples of Catholic (...) and Muslim tradition. Consistently across samples, religiosity predicted, either directly or indirectly, less frequent common heterosexual behaviors and masturbation, partly through sexual guilt and inhibition, and/or decreased sexual fantasy and the search for sexual pleasure. However, married Muslims’ religiosity, unlike Catholics’, did not directly undermine fertility-oriented sexuality and the search for pleasure. Religion's role in restricting sexuality seems to be rooted in deep psychological rationale. (shrink)

The authors explore the interfaces between different dimensions of moral cognition, bridging economic, Bayesian and reinforcement learning perspectives. The human aversion to harming others cuts across these different interfaces, influencing decisions, judgments, and inferences about morality.

_ Source: _Page Count 20 Research by Graham and Haidt suggests that beliefs, rituals, and other social aspects of religion establish moral communities. As such, they suggest religion is most strongly associated with the group-focused “binding” moral foundations of ingroup/loyalty, authority/respect, and purity/sanctity. Two studies tested this hypothesis, investigating the role of political orientation in these relationships. These studies supported our hypothesis that general religiosity is positively associated with each of the group-focused moral foundations, even when controlling for the role (...) of political orientation. Further, we find religious and political orientations interact such that low-religious political liberals are least likely to endorse group-focused moral intuitions. Results are discussed in a moral foundations framework and consider the role of religiosity’s association with political orientation and group-focused moral foundations. (shrink)

To advance current knowledge on ethical decision-making in organizations, we integrate two perspectives that have thus far developed independently: the organizational identification perspective and the ethical climate perspective. We illustrate the interaction between these perspectives in two studies, in which we presented participants with moral business dilemmas. Specifically, we found that organizational identification increased moral decision-making only when the organization’s climate was perceived to be ethical. In addition, we disentangle this effect in Study 2 from participants’ moral identity. We argue (...) that the interactive influence of organizational identification and ethical climate, rather than the independent influence of either of these perspectives, is crucial for understanding moral decision-making in organizations. (shrink)

The legitimacy of the dominant intensive meat production system with respect to the issue of animal welfare is increasingly being questioned by stakeholders across the meat supply chain. The current meat supply is highly undifferentiated, catering only for the extremes of morality concerns (i.e., conventional vs. organic meat products). However, a latent need for compromise products has been identified. That is, consumer differences exist regarding the trade-offs they make between different aspects associated with meat consumption. The heterogeneity in consumer demand (...) could function as a starting point for market segmentation, targeting and positioning regarding animal welfare concepts that are differentiated in terms of animal welfare and price levels. Despite this, stakeholders in the meat supply chain seem to be trapped in the dominant business model focused on low cost prices. This paper aims to identify conflicting interests that stakeholders in the meat supply chain experience in order to increase understanding of why heterogeneous consumer preferences are not met by a more differentiated supply of meat products produced at different levels of animal welfare standards. In addition, characteristics of the supply chain that contribute to the existence of high exit barriers and difficulty to shift to more animal-friendly production systems are identified. Following the analysis of conflicting interests among stakeholders and factors that contribute to difficulty to transform the existing dominant regime, different routes are discussed that may help and motivate stakeholders to overcome these barriers and stimulate the creation of new markets. (shrink)

ABSTRACTOther people’s emotional reactions to a third person’s behaviour are potentially informative about what is appropriate within a given situation. We investigated whether and how observers’ inferences of such injunctive norms are shaped by expressions of anger and disgust. Building on the moral emotions literature, we hypothesised that angry and disgusted expressions produce relative differences in the strength of autonomy-based versus purity-based norm inferences. We report three studies using different types of stimuli to investigate how emotional reactions shape norms about (...) potential norm violations, and contexts. Consistent with our theoretical argument, the results indicate that observers use others’ emotional reactions not only to infer whether a particular behaviour is inappropriate, but also why it is inappropriate: because it primarily violates auto... (shrink)

Many people feel compelled to disassociate themselves from wrongdoing. We call judgments to the effect “disassociation intuitions.” Do disassociation intuitions have a common cause? Why do they seem so obvious and resistant to countervailing reasons? How did they become so widespread? Here, we argue that disassociation intuitions are a natural product of gene‐culture co‐evolution. We also consider the mechanism that gene‐culture co‐evolution employed to achieve this result, arguing that a plausible candidate is disgust and its cultural echoes. This theory of (...) disassociation intuitions suggests a promising research program in the philosophy of psychology, which provides new ways of thinking about higher cognitive emotions, and biologically constrained cognitive capacities generally. (shrink)

James Fowler’s model of faith development conceptualized “faith” as the quest for and maintenance of meaning oriented around centers of value which may or may not be religious or spiritual in nature. Although this model foreshadowed later work in meaning in life, substantial bodies of literature have developed in each area, almost entirely independently of the other. Integration has been hindered by measurement difficulties in faith development work. Fowler’s stages of faith development and their reformulation as Streib’s religious styles are (...) usually measured through either a lengthy Faith Development Interview or short measures that do not assess the breadth of domains covered in the interview. These short measures are in many cases oriented around religious faith and impossible for a non-believer to answer. Embedded within the original model and the interview are aspects of faith development including perspective taking, social horizon, morality, locus of authority, form of world coherence, and symbolic function. A new Centers of Value and Quest for Meaning Scale is proposed to assess the aspects, allow non-believers to respond, tap centers of value that are not religious, and eventually address the theoretical assumption of structural wholeness across aspects. In a series of exploratory factor analyses, factors for each adult stage/style emerged for most of the aspects. This supports the potential importance of assessing the aspects and allows for more than one methodology to assess them. (shrink)

Discussions of political issues may influence people's opinions. Is there any systematic difference in opinions between those who discuss frequently and those who do not? We measured the association between self-reported discussion frequency and the probability of holding the more liberal opinion on moral issues, using data from the General Social Survey and the American National Election Studies. This association looked different among liberals and among conservatives. Having more frequent discussions is associated with a higher probability of holding more liberal (...) opinions among liberals, while there is little association between discussion frequency and opinions among conservatives. These findings can be explained by the moral argument theory, which is an account of the long-term liberalization of public opinion on moral issues as an outcome of repeated discussions. The key assumption of this theory is that opinions that are justified by the kinds of arguments that only conservatives accept have a disadvantage compared to opinions that are justified by the kinds of arguments that everyone accepts. Consistent with this theory, we find that the effect of discussion frequency is stronger for moral opinions that have a bigger argument advantage. (shrink)

Morality can help guide behavior and facilitate relationships. Although moral judgments by autistic people are similar to neurotypical individuals, many researchers argue that subtle differences signify deficits in autistic individuals. Moral foundation theory describes moral judgments in terms of differences rather than deficits. The current research, aimed at assessing autistic individuals’ moral inclinations using Haidt’s framework, was co-designed with autistic community members. Our aim was to describe autistic moral thinking from a strengths-based perspective while acknowledging differences that may pose interpersonal (...) challenges among autistic youth. We assessed 25 autistic and 23 neurotypical children’s moral judgments using the Moral Foundations Questionnaire for Kids. We used semi-structured interviews and qualitative analysis with a subset of participants to describe children’s moral reasoning. Analyses suggested that autistic and neurotypical children make similar judgments about moral transgressions across all five moral foundations. General linear mixed modeling showed that the greatest predictor of recommending punishment was how bad children deemed moral transgressions to be. We also found a trend that autistic children were more likely to recommend punishment for harmless norms violations than were neurotypical children. Future research could use longitudinal methods to understand the development of moral judgments among autistic and neurotypical children. (shrink)

Moral foundations research suggests that liberals care about moral values related to individual rights such as harm and fairness, while conservatives care about those foundations in addition to caring more about group rights such as loyalty, authority, and purity. However, the question remains about how conservatives and liberals differ in relation to group-level moral principles. We used two versions of the moral foundations questionnaire with the target group being either abstract or specific ingroups or outgroups. Across three studies, we observed (...) that liberals showed more endorsement of Individualizing foundations with an outgroup target, while conservatives showed more endorsement of Binding foundations with an ingroup target. This general pattern was found when the framed, target-group was abstract and when target groups were specified about a general British-ingroup and an immigrant-outgroup. In Studies 2 and 3, both Individualizing-Ingroup Preference and Binding-Ingroup Preference scores predicted more Attitude Bias and more Negative Attitude Bias toward immigrants, more Implicit Bias, and more Perceived Threat from immigrants. We also demonstrated that increasing liberalism was associated with less Attitude Bias and less Negative Bias toward immigrants, less Implicit Bias, and less Perceived Threat from immigrants. Outgroup-individualizing foundations and Ingroup-Binding foundations showed different patterns of mediation of these effects. (shrink)

Our commentators explore the operation of grounded procedures across all levels of analysis in the behavioral sciences, from mental to social, developmental, and evolutionary/functional. Building on them, we offer two integrative principles for systematic effects of grounded procedures to occur. We discuss theoretical topics at each level of analysis, address methodological recommendations, and highlight further extensions of grounded procedures.

In secularized modern Western societies, moral opposition to the liberalization of abortion, gay adoption, euthanasia, and suicide often relies on justifications based on other-oriented motives. Moreover, some argue that the truly open-minded people may be those who, against the stream, oppose the established dominant liberal values in modern societies. We investigated whether moral and religious opposition to, vs. the acceptance of, the above four issues, as well as the endorsement of respective con vs. pro arguments reflect “compassionate openness”, “compassionate conservatism”, (...) or “self-centered moral rigorism”. The results, to some extent, confirmed the third pattern. Thus, compassionate openness does not seem to underline modern moral opposition, possibly in contrast to some rhetoric of the latter. (shrink)

In almost every clinical interaction, clinicians must navigate interpersonal challenges with near‐instantaneous responses to patients. Yet medical ethics has largely overlooked these small, interpersonal exchanges, instead focusing on “big” ethical problems, such as euthanasia, brain death, or genetic modification. In 1995, Paul Komesaroff proposed the concept of microethics as a nonprinciplist approach to ethics that focuses on “what happens in every interaction between every doctor and every patient.” We aim to develop a microethics framework to guide everyday clinical encounters, with (...) a special focus on communication with patients and family members. We will advance three core insights: First, communication is an ethical act in ways seldom considered. Second, microethics is an essential lens through which to view the ethics of communication. Third, virtue can bridge reflective and automatic processes. Our intuitionist framework for microethics is thus based on this understanding of the role of virtue, and we propose six virtues that contribute to the goal of healing communication. (shrink)

Two prominent theoretical frameworks in moral psychology, Moral Foundations and Dual Process Theory, share a broad foundational assumption that individual differences in human morality are dispositional and in part due to genetic variation. The only published direct test of heritability, however, found little evidence of genetic influences on moral judgments using instrumentation approaches associated with Moral Foundations Theory. This raised questions about one of the core assumptions underpinning intuitionist theories of moral psychology. Here we examine the heritability of moral psychology (...) using the moral dilemmas approach commonly used in Dual Process Theory research. Using such measures, we find consistent and significant evidence of heritability. These findings have important implications not only for understanding which measures do, or do not, tap into the genetically influenced aspects of moral decision-making, but in better establishing the utility and validity of different intuitionist theoretical frameworks and the source of why people differ in those frameworks. (shrink)

The development of behavioral ethics has brought forth a detailed understanding of the processes of moral perception, decision-making and behavior within and beyond organizations and communities. However, prescriptive recommendations of behavioral research regarding how to support an ethical environment often underestimate the specifics of organizational characteristics that may encourage the occurrence and persistence of dishonesty, especially regarding deception as a desired action in some instances by some employees and managers. Furthermore, behavioral research does not adequately recognize the notion that dishonesty (...) can be sometimes viewed as an acceptable cost for some expected traits or skills of an employee such as intelligence or creativity. Under some conditions, deception can be even considered a moral, prosocial activity. Finally, formal ethics systems and situational measures to promote honesty may be inefficient or directly harmful. This article highlights questions of how to assess such factors in research on (un)ethical behavior within organizations. (shrink)

We applied the moral dissonance reduction framework, used to explain the maintenance of a positive self-concept in dishonest behavior, to understand self-justification of prejudice. Participants identified ambiguously negative intergroup behaviors, then evaluated those behaviors when performed by others and themselves. As predicted by moral dissonance reduction, participants were less critical of their own behavior when considering others’ behaviors before their own. In a third study directly comparing prejudiced and dishonest behavior, participants’ responses showed the greatest self-justification in the initial question (...) about their behavior regardless of the content of the question, whereas subsequent questions showed more stability, consistent with the idea that participants adjusted their initial self-reports to avoid damage to their self-concepts. (shrink)

This research describes and empirically evaluates the application of a business ethics pedagogy informed by neuroscience and evolutionary biology that suggest ethical decisions are made unconsciously and emotionally. Moral Foundation Theory (MFT) provides a framework that considers a range of values individuals rely on for decision-making. This relates to Virtue ethics (VE) that develops intellectual and character virtues, requires emotional development and is thus suitable for guiding business ethics pedagogy. This study focuses on a business ethics course integrating intellectual virtue (...) and character virtue pedagogies, including contemplative and emotional intelligence skills practices. The aim of the course is to develop character, providing future managers the means to enact ethical decision-making through self-awareness of emotions, intrinsic values and translate these into ethical behavior. Pre-Post Emotional Intelligence (EI) and Moral Foundation Questionnaires (MFQ) are used to evaluate the development of students’ character virtues, i.e., increased emotional awareness, emotional regulation and intrinsic values. This paper mainly seeks to understand how to develop ethical behavior, beyond learning didactic definitions of what is ethically right and what is wrong, i.e. focusing on the learning process that can lead to personal ethical judgment and conduct. The related pedagogy integrates transdisciplinary theories and practices, and as such suggests a holistic approach to ethical behavior transformation. The results indicate limited, significant changes in all measures except emotional awareness. This developing field requires more research to identify the contributions of MFT and related pedagogy to students’ ethical development. (shrink)

In this study, we theorize humanness in organizations as a property of practice. We apply practice theory to examine how humanness becomes enacted in a business organization as people prioritize organizational and individual ends in their work activities. Our empirical case study examines the everyday interactions of development team members in an R&D organization of a large Nordic cooperative. Challenging the dominant individualist and structuralist approaches in humanness and human dignity studies, we identify and locate four different aspects of humanness (...) in organizational practices. As a result, we show how the emergence of humanness is an ongoing process that transpires through two mechanisms: site shifting and reconciliation; that is, people shift between different sites of the social, consisting of different sets of practices with underlying disparate assumptions of humanness, which requires reconciliation. These findings provide a basis for an alternative theorizing of humanness in organizations. (shrink)

In response to the growing importance of environmental issues, more and more consumers are turning to anti-consumption by reducing, rejecting, or avoiding consumption. Covering the intersection of sustainable consumption and anti-consumption, previous studies relied on socio-cognitive models to explain this decision. In order to extend their findings, we consider the moral and emotional perspectives to examine reducing consumption for environmental reasons in a particular context, i.e. air travel. It is against this backdrop that we propose a conceptual model that includes (...) moral foundations as the main antecedent, followed by anticipated guilt and personal responsibility, while intention to reduce consumption (i.e. air travel) for environmental reasons, positive word of mouth about reducing air travel (WOM) and environmental activism represent the outcomes. The proposed model is tested on a sample of 511 respondents from a UK online consumer panel. Our results confirm the importance of moral foundations, anticipated guilt and personal responsibility and their interplay in the prediction of intention to reduce consumption for environmental reasons. Anticipated guilt influences WOM, while personal responsibility influences activism. In addition, intentions to reduce consumption for environmental reasons have a positive impact on WOM and environmental activism. There are several implications for public policy makers and NGOs that fight against climate change that derive from these findings, as well as research opportunities for academics interested in this topic. (shrink)

Idealism and relativism were designed to assess different ethical ideological views. Their relation with attitudes toward a variety of outgroups has not been previously studied. Understanding how concerns over ethical principles and consequences are related to prejudiced attitudes could provide some insight into these constructs and into the nature of prejudice. In two studies totaling 311 participants, participants completed measures on ethical ideologies, right-wing authoritarianism, and attitudes toward various outgroups. The differential predictive validities of ethical ideologies, in comparison to right-wing (...) authoritarianism, on prejudicial attitudes toward dangerous, derogated, and dissident outgroup members were examined. We found that both idealism and relativism contributed to predicting attitudes regarding outgroup members, over and above right-wing authoritarianism. As such, people’s personal moral standards and code of conduct for dealing with interpersonal problems and transgressions can partly explain their negative attitudes toward outgroup members. More research is required to determine the unique influence of ethical ideologies over other constructs previously shown to predict prejudice. (shrink)

Boyer presents a compelling account of ownership as the outcome of interaction between two evolved cognitive systems. We integrate this model into current discussions of moral pluralism, suggesting that ownership meets the criteria to be a moral foundation. We caution against ignoring cultural variation in ownership norms and against explaining complex, contested moral phenomena using a monist approach.

The objective of this study is to explore and to verify the utility of the five moral foundations to differentiate between two understudied groups, namely, young offenders who use violence against their parents or dating partners, as well as to predict the extent to which these young people justify violence and perceive themselves as aggressive. Although both types of violence imply, by definition, harming someone and adopting a position of authority, we hypothesize a very different role for at least these (...) two moral foundations. Our results support this idea and show a much lower regard for the five moral foundations, including care and authority, in the child-to-parent violence group than in the dating violence group. Additionally, the authority foundation was able to increase the effectiveness of correctly classifying the participants in one group or the other by 29%. Finally, care and authority, along with fairness, served to predict justification of violence and self-perceived aggressiveness. The moral foundations approach provides preliminary evidence to better understand two specific types of youth violence and extract preventive educational and treatment strategies. (shrink)

In this study we examined the applicability of personality measures to assessing God representations, and we explored how the overlap between personality judgments of self and God relate to strength of (dis)belief and closeness to God among atheists and agnostics. Using sample of 1,088 atheists/agnostics, we applied Goldberg’s Big Five bipolar markers as a standardized measure of personality dimensions, along with measures of identity fusion with God, belief strength, and sociosexuality, as this trait has been shown to be relevant in (...) predicting religiosity. Our study revealed that personality measures can be used for research on the personality of supernatural agents. We also found that personality self-assessments were related to the assessments of God personality. Agreeableness was positively related to the perception of emotional stability of God, while conscientiousness and surgency were negatively related to perceived intellect and surgency of god, respectively. Also, intellect of the participants was related negatively to perceptions of God’s emotional stability and intellect. Perceived distance between the assessment of one’s own personality and the personality of God predicted the strength of (dis)belief, thus opening new interpretations into possible sources of belief and disbelief. Finally, echoing previous studies, we found that conscientiousness of God had a negative effect on SOI-R score. (shrink)

We investigated the relation between economic and social attitudes and the psychological underpinnings of these attitudes in candidates (N = 9515) in the Finnish 2017 municipal elections. In this politically elite sample, right-wing economic attitudes and social conservatism were positively correlated (r =.41), and this correlation was predominantly driven by those on the economic left being socially liberal, and vice versa. In terms of underlying psychological processes, consistent with dual process models of political ideology, the anti-egalitarian aspect of social dominance (...) orientation was more strongly associated with right-wing economic attitudes, and the conventionalism and aggression aspects of right-wing authoritarianism with social conservatism. Our results show that even in a non-US context in which the masses organize their political attitudes on two independent dimensions, these dimensions are moderately aligned among certain parts of the political elite, and that the political attitudes of the political elite can be traced to underlying psychological motivations. We argue that equality concerns could play a role in explaining why the left-right and liberal-conservative dimensions are more strongly aligned among those on the left and those more liberal. (shrink)

Focusing on millennials, individuals born between 1980 and 2000 and representing the largest generational population in our history, this research seeks to understand their ethical decision-making processes by exploring the distinctive, yet interconnected, theories of personal values and cognitive moral reasoning. Utilizing a decision-making framework introduced in the 1990s, we discover that there is a statistically supported relationship between a millennial’s personal value orientation and stage of cognitive moral reasoning. Moreover, we discover a strong relationship between three of the four (...) value orientations and a corresponding stage of cognitive moral reasoning. The theoretical and practical research implications of our discovery about millennials’ decision making are discussed. (shrink)

Morality constructs the relationship between the self and others, providing a sense of appropriateness that facilitates and coordinates social behaviors. We start from Moral Foundation Theory (MFT), and argue that multiple moral domains can shape the meaning of public service and engender Public Service Motivation (PSM). From the lens of cognitive science, we develop a causal map for PSM by understanding the social cognition process underlying PSM, focusing on five innate moralities as the potential antecedents of PSM: Care, Fairness, Authority, (...) Loyalty, and Sanctity. Extending moral domains beyond compassion and justice can provide a disaggregated view of PSM, which may help to identify institutional and cultural variation in the meaning of PSM. We discuss the theoretical implications of synthesizing MFT and PSM literatures, and provide directions for future research that could improve our understanding of PSM. (shrink)

The purpose of this paper is to present Bioethics, particularly its educational aspect, as a way to promote moral and democratic competencies, thus improving a personal capacity to face not only bioethical issues but also broader ethical, moral and even political problems. We believe that we should invest educative efforts on the affective and cognitive aspects of moral behavior if we want to promote the capacity to make moral judgments and act according to them. In pluralistic democratic societies, it is (...) necessary to also promote the capacity to speak up and listen to arguments as a means to deal with moral problems. Any Bioethics which does not also include an educational action is prone to lose most of its significance. We propose that Bioethics should be led to an educational turn, focusing on the construction of an educative toolbox composed of interventional and evaluative instruments. (shrink)

This paper gives an account of dimensions in the reason model found in Horty : 1–33, 2011), Horty and Bench-Capon and Rigoni :133–160, 2015. doi: 10.1007/s10506-015-9166-x). The account is constructed with the purpose of rectifying problems with the approach to incorporating dimensions in Horty, namely, the problems arising from the collapse of the distinction between the reason model and the result model on that approach. Examination of the newly constructed theory revealed that the importance of dimensions in the reason model (...) lies in their ability to establish weighings between reasons/factors of the same polarity. This permits past cases to constrain future cases in ways they could not on the reason model with just factors. The paper then discusses how dimensions might be established from a case base and how dimensions that are incomplete in various aspects might be dealt with in the theory. It closes with comparisons to other work in the literature on AI and Law and suggestions for further improvement of the reason model. (shrink)

Is the market civilizing or destructive? The increased salience of science commercialization is forcing scientists to address this question. Benefiting from the sociology of morality literature’s increased attention to specific kinds of morality and engaging with economic sociology’s moral markets literature, we generate competing hypotheses about scientists’ value-driven attitudes toward patenting. The Civilizing Market thesis suggests scientists who prioritize universalism will tend to support patenting. The Destructive Market thesis, by contrast, suggests universalism will be correlated with opposition to patenting. We (...) analyze survey data from biologists and physicists nested within academic organizations, which are nested within the following regions: France, Hong Kong, India, Italy, Taiwan, Turkey, UK, and the USA. Employing multilevel analysis, we find correlational evidence to support the Destructive Market thesis. Universalism is associated with anti-patenting attitudes, suggesting scientists expect patenting to have deleterious effects on science and society. We end with a discussion of this article’s implications for the moral markets literature, sociology of morality and business ethics. (shrink)

Self-interest has long been recognized as a powerful human motive. Yet, much remains to be understood about the thinking behind self-interested pursuits. Drawing from multiple literatures, we propose that situations high in opportunity for self-interested gain trigger a type of moral cognition called moral disengagement that allows the individual to more easily disengage internalized moral standards. We also theorize two countervailing forces—situational harm to others and dispositional conscientiousness—that may weaken the effects of personal gain on morally disengaged reasoning. We test (...) our hypotheses in two studies using qualitative and quantitative data and complementary research methods and design. We demonstrate that when personal gain incentives are relatively moderate, reminders of harm to others can reduce the likelihood that employees will morally disengage. Furthermore, when strong personal gain incentives are present in a situation, highly conscientious individuals are less apt than their counterparts to engage in morally disengaged reasoning. (shrink)

Meaning depends on context. This applies in obvious cases like deictics or sarcasm as well as more subtle situations like framing or persuasion. One key aspect of this is the identity of the participants in an interaction. Our interpretation of an utterance shifts based on a variety of factors, including personal history, background knowledge, and our relationship to the source. While obviously an incomplete model of individual differences, demographic factors provide a useful starting point and allow us to capture some (...) of this variance. However, the relevance of specific demographic factors varies between situations—where age might be the key factor in one context, ideology might dominate in another. To address this challenge, we introduce a method for combining demographics and context into situated demographic embeddings—mapping representations into a continuous geometric space appropriate for the given domain, showing the resulting representations to be functional and interpretable. We further demonstrate how to make use of related external data so as to apply this approach in low‐resource situations. Finally, we show how these representations can be incorporated into improve modeling of real‐world natural language understanding tasks, improving model performance and helping with issues of data sparsity. (shrink)