There is growing concern that decision-making informed by machine learning (ML) algorithms may unfairly discriminate based on personal demographic attributes, such as race and gender. Scholars have responded by introducing numerous mathematical definitions of fairness to test the algorithm, many of which are in conflict with one another. However, these reductionist representations of fairness often bear little resemblance to real-life fairness considerations, which in practice are highly contextual. Moreover, fairness metrics tend to be implemented in narrow and targeted toolkits that (...) are difficult to integrate into an algorithm’s broader ethical assessment. In this paper, we derive lessons from ethical philosophy and welfare economics as they relate to the contextual factors relevant for fairness. In particular we highlight the debate around acceptability of particular inequalities and the inextricable links between fairness, welfare and autonomy. We propose Key Ethics Indicators (KEIs) as a way towards providing a more holistic understanding of whether or not an algorithm is aligned to the decision-maker’s ethical values. (shrink)

This article presents the results of a study that investigated the roles that religiosity and ones money ethic play in determining consumer attitudes/beliefs in various situations regarding questionable consumer practices. One dimension of religiosity – intrinsic religiousness – was studied. Four separate dimensions of a money ethic scale were initially examined, but only one was used in the final analyses. Results indicated that both intrinsic religiousness and one’s money ethic were significant determinants of most types of consumer ethical beliefs.

This article presents the results of an exploratory study that investigated the role that religiosity plays in determining consumer attitudes/beliefs in various situations regarding questionable consumer practices. Two dimensions of religiosity – intrinsic and extrinsic religiousness – were studied. Results indicated that an intrinsic religiousness was a significant determinant of consumer ethical beliefs, but extrinsic religiousness was not related to those beliefs.

This article presents the results of a study that investigated the roles that one's money ethic, religiosity and attitude toward business play in determining consumer attitudes/beliefs in various situations regarding questionable consumer practices. Two dimensions of religiosity - intrinsic and extrinsic religiousness - were studied. A global scale of money ethic was examined, as was a global measure of attitude toward business. Results indicate that both types of religiosity as well as one's money ethic and attitude toward business were significant (...) determinants of at least some types of consumer ethical beliefs. (shrink)

The recent rise in ethical consumerism has seen increasing numbers of corporate brands project a socially responsible and ethical image. But does having a corporate brand that is perceived to be ethical have any influence on outcome variables of interest for its product brands? This study analyzes the relationship between perceived ethicality at a corporate level, and brand trust, brand affect and brand loyalty at a product level. A theoretical framework with hypothesized relationships is developed and tested in order to (...) answer the research question. Data have been collected for 45 product categories in the fast moving consumer goods sector using a panel of 4,027 Spanish consumers. The proposed relationships are tested using structural equations modeling. The results suggest there is a positive relationship between perceived ethicality of a brand and both brand trust and brand affect. Brand affect also positively influences brand trust. Further, brand trust and brand affect both show a positive relation with brand loyalty. The managerial and academic implications of the results are discussed. (shrink)

In the current socioeconomic environment, brands increasingly need to portray societal and ethical commitments at a corporate level, in order to remain competitive and improve their reputation. However, studies that relate business ethics to corporate brands are either purely conceptual or have been empirically conducted in relation to the field of products/goods. This is surprising because corporate brands are even more relevant in the services sector, due to the different nature of services, and the subsequent need to provide a consistent (...) high-quality customer experience across all the brand–customer interactions and touch-points. Thus, the purpose of this article is to study, at a corporate brand level and in the field of services, the effect of customer perceived ethicality of a brand on brand equity. The model is tested by structural equations, using data collected for eight service categories by means of a panel composed of 2179 customers. The test of measurement equivalence between these categories is conducted using generalizability theory. Confirmatory factor analysis marker technique is applied in order to check for common method variance. The results of the hypothesized model indicate that customer perceived ethicality has a positive, indirect impact on brand equity, through the mediators of brand affect and perceived quality. However, there is no empirical evidence for a direct effect of customer perceived ethicality on brand equity. (shrink)

In the past few decades, a growth in ethical consumerism has led brands to increasingly develop conscientiousness and depict ethical image at a corporate level. However, most of the research studying business ethics in the field of corporate brand management is either conceptual or has been empirically conducted in relation to goods/products contexts. This is surprising because corporate brands are more relevant in services contexts, because of the distinct nature of services and the key role that employees have in the (...) services sector. Accordingly, this article aims at empirically examining the effects of customer perceived ethicality in the context of corporate services brands. Based on data collected for eight service categories using a panel of 2179 customers, the hypothesized structural model is tested using path analysis. The results show that, in addition to a direct effect, customer perceived ethicality has a positive and indirect effect on customer loyalty, through the mediators of customer affective commitment and customer perceived quality. Further, employee empathy positively influences the impact of customer perceived ethicality on customer affective commitment, and customer loyalty positively impacts customer positive word-of-mouth. The first implication of these results is that corporate brand strategy needs to be aligned with human resources policies and practices if brands want to turn ethical strategies into employee behavior. Second, corporate brands should build more authentic communications grounded in their ethical beliefs and supported by evidence from actual employees. (shrink)

In an ever more transparent, digitalized, and connected environment, customers are increasingly pressuring brands to embrace genuine corporate social responsibility practices and co-creation activities. While both CSR and co-creation are social and collaborative processes, there is still little research examining whether CSR can boost co-creation. In addition, while previous research has mainly related co-creation to emotional outcomes, limited empirical research has related it to rational and behavioral outcomes. To address these shortcomings in the literature, this paper examines the influence of (...) CSR on customer loyalty, considering the mediating roles of co-creation and customer trust. It also investigates the influence of co-creation on customer trust. The data were collected in Spain in late 2017 using an online survey, and the sample contained 1101 customers of health insurance services brands. Structural equation modeling was used to test the hypothesized relationships simultaneously. The results show that CSR influences customer loyalty both directly and indirectly through co-creation and customer trust. However, the indirect impact is the stronger of the two, implying that embracing co-creation activities and developing customer trust can make it easier for CSR practices to enhance customer loyalty. In addition, co-creation has a direct effect on customer trust. (shrink)

In order to be competitive in an era of ethical consumerism, brands are facing an ever-increasing pressure to integrate ethical values into their identities and to display their ethical commitment at a corporate level. Nevertheless, studies that relate business ethics to corporate brands are either theoretical or have predominantly been developed empirically in goods contexts. This is surprising, because corporate brands are more relevant in services settings, given the nature of services, and the fact that services settings comprise a greater (...) number of customer–brand interactions and touch points than goods contexts. Accordingly, the purpose of this article is to empirically examine the effects of customer perceived ethicality of corporate brands that operate in the services sector. Based on data collected for eight service categories using a panel of 2179 customers, the hypothesized structural model is tested using path analysis. The generalizability theory is applied to test for measurement equivalence between these categories. The results of the hypothesized model show that, in addition to a direct impact, customer perceived ethicality has a positive and indirect impact on brand equity, through the mediators of recognition benefits and brand image. Moreover, brand heritage negatively influences the impact of customer perceived ethicality on brand image. The main implication is that managers need to be aware of the need to reinforce brand image and recognition benefits, as this can facilitate the translation of customer perceived ethicality into brand equity. (shrink)

Although various factors have been studied for their influence on consumers’ ethical judgments, the role of incidental emotions has received relatively less attention. Recent research in consumer behavior has focused on studying the effect of specific incidental emotions on various aspects of consumer decision making. This paper investigates the effect of two negative, incidental emotional states of anger and fear on ethical judgment in a consumer context using a passive unethical behavior scenario. The paper presents two experimental studies. Study 1 (...) focuses on the interaction of moral intensity and incidental emotion state in predicting the ethical judgment while study 2 investigates the underlying causal mechanism behind the process, using a mediation analysis. The results reveal a significant interaction between moral intensity and incidental emotion. Specifically, individuals in the state of incidental fear exhibit higher levels of ethical judgment as the moral intensity increases as compared to individuals in the state of incidental anger. Further, perceived control is found to mediate the relationship between emotional state and ethical judgment under higher moral intensity condition. (shrink)

Although consumers increasingly claim to demand ethical products and state that they are willing to reward firms that are ethical, studies have highlighted that there is a significant gap between consumers’ explicit attitudes toward ethical products and their actual purchase behavior. This has major implications for firm policies revolving around business ethics. This research contributes to the understanding of the attitude–behavior gap in ethical consumption that literature has identified but not explored much. We utilize the model of dual attitudes as (...) a basis for the arguments presented in the paper and test them. We suggest that the gap in ethical consumerism exists because individuals have implicit as well as explicit attitudes, which are impacted differentially by stimuli and elicit dissimilar behavioral responses and thus have different implications for business ethics policies. Two longitudinal studies are conducted to better understand the impact of an individual’s dual attitudes on preferences and choice. Our findings support the presence of dual attitudes in consumers. Explicit attitudes are found to be easily influenced by the nature of the stimuli. On the other hand, implicit attitudes are relatively unaffected by the nature of the stimuli present and remain relatively constant. Based on the findings, implicit attitudes guide behavior and determine an individual’s preferences. Even though explicit attitudes react to the stimuli presented, our findings suggest they have no impact on the choice of consumers. These findings improve the understanding of ethical consumption, provide a reason as to why the attitude–behavior gap exists, provide a foundation for future researchers and help firms better understand the impact of perceived business on creating a behavioral shift in ethical consumption. (shrink)

This article presents the results of a study that investigated the roles that one’s money ethic, religiosity and attitude toward business play in determining consumer attitudes/beliefs in various situations regarding questionable consumer practices. Two dimensions of religiosity – intrinsic and extrinsic religiousness – were studied. A global scale of money ethic was examined, as was a global measure of attitude toward business. Results indicate that both types of religiosity as well as one’s money ethic and attitude toward business were significant (...) determinants of at least some types of consumer ethical beliefs. (shrink)