Philosophical reflection on racial profiling tends to take one of two forms. The first sees it as an example of ‘statistical discrimination,’ (SD), raising the question of when, if ever, probabilistic generalisations about group behaviour or characteristics can be used to judge particular individuals.(Applbaum 2014; Harcourt 2004; Hellman, 2014; Risse and Zeckhauser 2004; Risse 2007; Lippert-Rasmussen 2006; Lippert-Rasmussen 2007; Lippert-Rasmussen 2014) . This approach treats racial profiling as one example amongst many others of a general problem in (...) egalitarian political philosophy, occasioned by the fact that treating people as equals does not always require, or permit, us to treat them the same. The second form is concerned with how racial profiling illuminates the nature, justification, and reproduction of hierarchies of power and privilege based on skin colour and morphology. This form of reflection on racial profiling is therefore less about the justification for judging people based on the characteristics of the group to which they (appear to) belong, and more concerned with the specific ways in which the association of racialized minorities – and, in particular, black people – with crime, contributes to, and reflects, racial inequality, and oppression.(Kennedy 1998; Zack, 2015; Lever, 2005; Lever 2007). Both approaches to profiling have much to recommend them and, taken together, they form an essential component of the political philosophy of race. The statistical approach has the merits of linking racial profiling, as practice, to a body of other practices that generate and justify inequalities based on factors other than race, but it typically offers little by way of insight into the role of racial profiling itself in sustaining racial inequality and injustice. The racial construction approach, for obvious reasons, is rather better at the latter task, but its insights tend to come at the price of a broader understanding of the ways in which inequality is reproduced and justified, or of the ethical dilemmas raised by our competing claims to security. As we will see, insights from both approaches can be synthesized to clarify what, if anything, is wrong with racial profiling and what broader conclusions for equality and security follow from the study of profiling. (shrink)

It is often thought that traditional recidivism prediction tools used in criminal sentencing, though biased in many ways, can straightforwardly avoid one particularly pernicious type of bias: direct racial discrimination. They can avoid this by excluding race from the list of variables employed to predict recidivism. A similar approach could be taken to the design of newer, machine learning-based (ML) tools for predicting recidivism: information about race could be withheld from the ML tool during its training phase, ensuring that (...) the resulting predictive model does not use race as an explicit predictor. However, if race is correlated with measured recidivism in the training data, the ML tool may ‘learn’ a perfect proxy for race. If such a proxy is found, the exclusion of race would do nothing to weaken the correlation between risk (mis)classifications and race. Is this a problem? We argue that, on some explanations of the wrongness of discrimination, it is. On these explanations, the use of an ML tool that perfectly proxies race would (likely) be more wrong than the use of a traditional tool that imperfectly proxies race. Indeed, on some views, use of a perfect proxy for race is plausibly as wrong as explicit racial profiling. We end by drawing out four implications of our arguments. (shrink)

Racial profiling has come under intense public scrutiny especially since the rise of the Black Lives Matter movement. This article discusses two questions: whether racial profiling is sometimes rational, and whether it can be morally permissible. It is argued that under certain circumstances the affirmative answer to both questions is justified.

A frequent caveat in online dating profiles – “No fats, femmes, or Asians” – caused an LGBT activist to complain about the bias against Asians in the American gay community, which he called “racial looksism”. In response, he was asked that, if he himself would not date a fat person, why he should find others not dating Asians so upsetting. This response embodies a popular attitude that personal preferences or tastes are simply personal matters – they are not subject (...) to moral evaluation. In this paper, I argue, against this popular attitude, that a personal preference like racial looksism is indeed wrong. A preference like racial looksism is wrong because it is an overgeneralization that disrespects individuality by treating people as exchangeable tokens of one type, and such disrespect denies its objects appreciation that their dignity entitles them to. As it turns out, there is on my account a relevant moral difference between racial looksism and simple looksism. (shrink)

Increasing empirical research on productivity supports the use of statistical or ‘rational’ discrimination in hiring. The practice is legal for features of job applicants not covered by human rights discrimination laws, such as being a smoker, residing in a particular neighbourhood or being a particular height. The practice appears largely morally innocuous under existing philosophical accounts of wrongful discrimination. This paper argues that lawful statistical discrimination treats job applicants in a way that may be considered degrading, and is (...) likely to constrain people’s freedoms in relation to employment, thus giving us reason for moral concern. (shrink)

A popular informal argument suggests that statistics about the preponderance of criminal involvement among particular demographic groups partially justify others in making defensive mistakes against members of the group. One could worry that evidence-relative accounts of moral rights vindicate this argument. After constructing the strongest form of this objection, I offer several replies: most demographic statistics face an unmet challenge from reference class problems, even those that meet it fail to ground non-negligible conditional probabilities, even if they did, they introduce (...) new costs likely to cancel out any justificatory contribution of the statistic, but even if they didn’t, demographic facts are the wrong sort to make a moral difference to agents’ negative rights. I conclude that the popular argument should be rejected, and evidence-relative theories do not have the worrisome implication. (shrink)

Discrimination, understood as differential treatment of individuals on the basis of their respective group memberships, is widely considered to be morally wrong. This moral judgment is backed in many jurisdictions with the passage of equality of opportunity legislation, which aims to ensure that racial, ethnic, religious, sexual, sexual-orientation, disability and other groups are not subjected to discrimination. This chapter explores the conceptual underpinnings of discrimination and equality of opportunity using the tools of analytical moral and political philosophy.

Researchers often lack the necessary data to credibly estimate racial discrimination in policing. In particular, police administrative records lack information on civilians police observe but do not investigate. In this article, we show that if police racially discriminate when choosing whom to investigate, analyses using administrative records to estimate racial discrimination in police behavior are statistically biased, and many quantities of interest are unidentified—even among investigated individuals—absent strong and untestable assumptions. Using principal stratification in a causal mediation framework, (...) we derive the exact form of the statistical bias that results from traditional estimation. We develop a bias-correction procedure and nonparametric sharp bounds for race effects, replicate published findings, and show the traditional estimator can severely underestimate levels of racially biased policing or mask discrimination entirely. We conclude by outlining a general and feasible design for future studies that is robust to this inferential snare. (shrink)

In summary, Hellman’s book is well worth reading. It is powerful, well-written, and interesting and explains much of the prominent case law on discrimination. Her theory, however, is false because her explanation of wrongful discrimination fails to track a wrong-making feature. Her theory does not focus on a right-infringement in or unfair treatment of the person whom is discriminated against. It also does not focus on an incorrect attitude in the person who discriminates. These intuitively seem to exhaust the reasons (...) that make an act wrong because it wrongs someone. Her account of wrongful discrimination fails to identify the correct wrong-making feature. (shrink)

Statistical evidence is crucial throughout disparate impact’s three-stage analysis: during (1) the plaintiff’s prima facie demonstration of a policy’s disparate impact; (2) the defendant’s job-related business necessity defense of the discriminatory policy; and (3) the plaintiff’s demonstration of an alternative policy without the same discriminatory impact. The circuit courts are split on a vital question about the “practical significance” of statistics at Stage 1: Are “small” impacts legally insignificant? For example, is an employment policy that causes a one (...) percent disparate impact an appropriate policy for redress through disparate impact litigation? This circuit split calls for a comprehensive analysis of practical significance testing across disparate impact’s stages. Importantly, courts and commentators use “practical significance” ambiguously between two aspects of practical significance: the magnitude of an effect and confidence in statistical evidence. For example, at Stage 1 courts might ask whether statistical evidence supports a disparate impact (a confidence inquiry) and whether such an impact is large enough to be legally relevant (a magnitude inquiry). Disparate impact’s texts, purposes, and controlling interpretations are consistent with confidence inquires at all three stages, but not magnitude inquiries. Specifically, magnitude inquiries are inappropriate at Stages 1 and 3—there is no discriminatory impact or reduction too small or subtle for the purposes of the disparate impact analysis. Magnitude inquiries are appropriate at Stage 2, when an employer defends a discriminatory policy on the basis of its job-related business necessity. (shrink)

Over almost a half-century, evidence law scholars and philosophers have contended with what have come to be called the “Proof Paradoxes.” In brief, the following sort of paradox arises: Factfinders in criminal and civil trials are charged with reaching a verdict if the evidence presented meets a particular standard of proof—beyond a reasonable doubt, in criminal cases, and preponderance of the evidence, in civil trials. It seems that purely statistical evidence can suffice for just such a level of certainty (...) in a variety of cases where our intuition is that it would nonetheless be wrong to convict the defendant, or find in favor of the plaintiff, on merely statistical evidence. So, we either have to convict with statistical evidence, in spite of an intuition that this is unsettling, or else explain what (dispositive) deficiency statistical evidence has. -/- Most scholars have tried to justify the resistance to relying on merely statistical evidence: by relying on epistemic deficiencies in this kind of evidence; by relying on court practice; and also by reference to the psychological literature. In fact, I argue, the epistemic deficiencies philosophers and legal scholars allege are suspect. And, I argue, while scholars often discuss unfairness to civil defendants, they ignore a long history of relying on statistical evidence in a variety of civil matters, including employment discrimination, toxic torts, and market share liability cases. Were the dominant arguments in the literature to prevail, it would extremely difficult for plaintiffs to recover in a variety of cases. -/- The various considerations I advance lead to the conclusion that when it comes to naked statistical evidence, philosophers and legal scholars who argue for its insufficiency have been caught with their pants down. (shrink)

Most social policies cannot be defended without making inductive inferences. For example, consider certain arguments for racial profiling and affirmative action, respectively. They begin with statistics about crime or socioeconomic indicators. Next, there is an inductive step in which the statistic is projected from the past to the future. Finally, there is a normative step in which a policy is proposed as a response in the service of some goal—for example, to reduce crime or to correct socioeconomic imbalances. In (...) comparison to the normative step, the inductive step of a policy defense may seem trivial. We argue that this is not so. Satisfying the demands of the inductive step is difficult, and doing so has important but underappreciated implications for the normative step. In this paper, we provide an account of induction in social contexts and explore its implications for policy. Our account helps to explain which normative principles we ought to accept, and as a result it can explain why it is acceptable to make inferences involving race in some contexts (e.g., in defense of affirmative action) but not in others (e.g., in defense of racial profiling). (shrink)

Unjustifiable assumptions about sex and gender roles, the untamable potency of maleness, and gynophobic notions about women's bodies inform and influence a broad range of policy-making institutions in this society. In December 2004, the U.S. Court of Appeals for the Sixth Circuit continued this ignoble cultural pastime when they decided Everson v. Michigan Department of Corrections. In this decision, the Everson Court accepted the Michigan Department of Correction's claim that “the very manhood” of male prison guards both threatens the safety (...) of female inmates and violates the women's “special sense of privacy in their genitals” and declared that sex-specific employment policies for prison guards is not impermissibly discriminatory. I believe that the Court's decision relies on unacceptable stereotypes about sex, gender and sexuality and it significantly undermines Title VII's power to end discriminatory employment practices. (shrink)

The study aims to determine the socio-demographic and debt profile of the public-school teachers in the Schools Division of Aklan, Philippines, their reasons on acquiring debt and perceived ways to avoid debts. This study utilized descriptive correlational research design utilizing a researcher-made instrument on socio-demographic profile, pattern of expenditures, debt profile covering the type of debts, total cost of debts, reasons for having debts and perceived ways to manage debts. The data gathered were tabulated and analyzed using the IBM (...) class='Hi'>Statistical Package for Social Sciences (SPSS) version 26. The take-home pay of the teachers was only more than half of their gross income. Most of the spouses of the married teachers were employed but many of them have relatively lower income. Their monthly family income was higher than the reported average family income for 2022 and their expenditures are also relatively higher than the average family expenditures in provinces for 2022. Almost one-half of the income of the teachers was used to pay their debts – both thru automatic payroll deduction and thru personal transactions. The bigger the household size, the higher the expenditure because there were more needs and there were many people consuming commodities. The higher the family income, the bigger the expenditure since lifestyle often adjusts with income. Young; married teachers; those occupying higher position and longer tenure have higher cumulative debts. Increase in family expenditure could cause increase in the number of debts as linked to the Theory of Reasoned Action and Theory of Planned Behavior. High regard for education, health, and safety triggered teachers to have debts, which can only be avoided thru better money and lifestyle management and having additional source of income. (shrink)

In this paper, I argue that an account of security as a basic human right must incorporate moral security. Broadly speaking, a person possesses subjective moral security when she believes that her basic interests and welfare will be accorded moral recognition by others in her community and by social, political, and legal institutions in her society. She possesses objective moral security if, as a matter of fact, her interests and welfare are regarded by her society as morally important—for example, when (...) violent crimes against her being taken to warrant the same punishment and condemnation as equivalent crimes against others. Moral security, thus characterized, is an essential part of what it is to be secure as a human person, and any right to security must include it. In the first part of the paper I critique alternative narrower accounts of the right to security, before defending my account of moral security in Section 2. Section 3 explores how acts of racialized and gendered violence are attacks on the moral security of the victims and of all members of the groups to which the victims belong. Broader structural and institutional forms of racial and sexual discrimination further compound the impact of such acts on moral security. Understanding how racial and sexual discrimination and violence are attacks on moral security offers a new way of thinking about the scope and urgency of a state’s duty to combat racial and sexual discrimination, an issue I explore in the final section of the paper. -/- . (shrink)

The notion of homosexuality in Sub-Saharan African countries has been demonized and rejected based on the assumption that it is both unnatural and alien to African customs and practices. As a result, LGBTQ individuals continue to face stigmatization and discrimination which often translates into verbal, physical and sexual violence. Nevertheless, gender progressive movements such as the Matrix Support Group, have made progress in demystifying misconceptions about LGBTQ community as an attempt to end homophobic attitudes and to negotiate the acceptance (...) of these sexual minorities in African societies. Despite such efforts and developments, heterosexual individuals in Lesotho continue to treat sexual minorities with hostility due to their ignorance about sex, sexuality and gender, thus fuelling hatred towards members of the LGBTQ community. Research has mainly focused on the negative effects of discrimination and stigmatization of homosexuals but overlooked the fundamental cause of homophobia in Lesotho. By employing the content analysis method, this paper provides a systematic analysis of Lesotho’s patriarchal system and its bearing on sexual minorities by exploring the intersectionality of homosexuality, patriarchy, and homophobia. It argues that the constant use of derogatory terms which instigate hate-crimes and discrimination of sexual minorities not only hinders a positive change of attitude but prevents a shift from misguided conceptions about homosexuality. This paper concludes that the revision of power relations and legal interventions aimed at prohibiting stigmatization and violence against homosexuals are imperative in ensuring the protection and recognition of LGBTQ people’s rights in Lesotho. (shrink)

Purpose: The millennia long struggles of various oppressed groups have over time illuminated widespread social injustices, organically leading to the recognition of yet further injustices captured by the umbrella of discriminatory isms, such as racism, sexism, classism, ableism, anti-Semitism, ageism, heterosexism, and many others. In recent years, the debate has become increasingly fierce, polarized, and even physically violent. -/- Approach: One of the premises of the present work is that in part, the aforementioned unconstructive behaviours are a result of the (...) different understandings of what constitutes an ism and the lack of a thoughtful consideration of this issue in the mainstream social debate as much as in the academic literature. -/- Findings: I present evidence for this, and critique the dominant lines of thought in this realm showing them all to fall short of both the fundamental philosophical as well practical desiderata in how isms ought to be understood. -/- Originality: I propose an alternative which does not suffer from the same weakness: one based on the denial of equivalence of sentience. I show how the adoption of this understanding leads to constructive ways of addressing isms effected injustice. (shrink)

There is a growing awareness that there are many subtle forms of exclusion and partiality that affect the correct workings of a judicial system. The concept of epistemic injustice, introduced by the philosopher Miranda Fricker, is a useful conceptual tool to understand forms of judicial partiality that often go undetected. In this paper, we present Fricker’s original theory and some of the applications of the concept of epistemic injustice in legal processes. In particular, we want to show that the seed (...) planted by Fricker has flourished into a rich field of study in which the concept is used to analyze many different phenomena in law, not always following the original characterization provided by her. This has led to a distinction between what we will call the narrow version of the concept, which is closer to Fricker’s original account, and the wider version of epistemic injustice, which is a more controversial notion because it is always on the verge of morphing into other well-known concepts like sexism, racial discrimination, oppression, silencing, and gaslighting. We will show that the value of the narrow version is mostly theoretical, and that in order to use the concept of epistemic injustice one must adopt a more liberal understanding of it. (shrink)

How, if at all, should race figure in criminal trials with a jury? How far should attorneys be allowed or encouraged to probe the racial sensitivities of jurors and what does this mean for the appropriate way to present cases which involve racial profiling and, therefore, are likely to pit the words and actions of a white policeman against those of a young black man?

Teachers are considered committed to their job if they remain in their profession and accept professional responsibilities. This article aimed to investigate the public teachers' willingness to remain in their jobs and identify some determinants that causally affect it. The study employed a developed research instrument based on an existing research paper in the literature to gather primary data from cross-sectional public teachers. This study used random sampling to select the required participants of the survey and utilized appropriate statistical (...) methods (descriptive and inferential statistics) to summarize and extract information from the data gathered. This study involved five schools as subjects. Some descriptive analysis was utilized such as frequencies and percentages to give a description of the gathered data and extract relevant information. The results showed that female public teachers are more likely to stay in the profession as opposed to male teachers. In addition, employment status and job position are significant factors that influence teachers to stay in their profession. Conclusively, public teachers who are satisfied with their current income and work assignments are more likely economically secure and willing to serve. Hence, the study suggests that the government must support public teachers regarding incentives and benefits, salary increases, and other resources that improve their well-being and productivity, and avoid employee turnover. (shrink)

According to Mathias Risse and Richard Zeckhauser, racial profiling can be justified in a society, such as the contemporary United States, where the legacy of slavery and segregation is found in lesser but, nonetheless, troubling forms of racial inequality. Racial profiling, Risse and Zeckhauser recognize, is often marked by police abuse and the harassment of racial minorities and by the disproportionate use of race in profiling. These, on their view, are unjustified. But, they contend, this does (...) not mean that all forms of racial profiling are unjustified; nor, they claim, need one be indifferent to the harms of racism in order to justify racial profiling. In fact, one of the aims of their paper is to show that racial profiling, suitably understood, “is consistent with support for far-reaching measures to decrease racial inequities and inequality.” Hence, one of their most striking claims, in an original and provocative paper, is that one can endorse racial profiling without being in any way indifferent to the disadvantaged status of racial minorities. In an initial response to these claims, I argued that Risse and Zeckhauser tend to underestimate the harms of racial profiling. I suggested two main reasons why they did so. The first is that they tend to identify the more serious harms associated with profiling with background racism, and therefore to believe that these are not properly attributable to profiling itself. The second reason is that they ignore the ways in which background racism makes even relatively minor harms harder to bear and to justify than would otherwise be the case. Hence, I concluded, racial profiling cannot be a normal part of police practice in a society still struggling with racism, although under very special conditions and with special regulation and compensation in place, it might be justified as an extraordinary police measure. I want to stand by those claims. However, Risse’s response to my arguments persuades me that I misinterpreted his earlier position in one significant respect. So I will start by explaining what interpretive mistake I believe that I made. I will then argue that despite Risse’s patient and careful response to my arguments, my initial concerns with his justification of profiling remain valid. -/- . (shrink)

Luc Bovens has recently advanced a novel argument for affirmative action, grounded in the plausible idea that it is hard for an employer to evaluate the qualifications of candidates from underrepresented groups. Bovens claims that this provides a profit-maximizing employer with reason to shortlist prima facie less-qualified candidates from underrepresented groups. In this paper, I illuminate three flaws in Bovens’s argument. First, it suffers from model error: A rational employer does not incur costs to scrutinize candidates when it knows their (...) qualifications with perfect certainty, nor does it refuse to hire better-qualified candidates just because they did not require extra scrutiny. Second, Bovens’s core premise--that there is greater variance in the evaluation of underrepresented candidates than there is the evaluation of other candidates--hurts underrepresented candidates rather than helps them. Third, candidates who are not shortlisted for the reasons Bovens gives have a plausible complaint about unfairness in the hiring process. (shrink)

Studies on racial and religious discriminations in Malaysia tend to be avoided. This is due to their sensitive nature, possibly becoming political ammunition, and individuals being accused of seditious intent. Much that is necessary to discuss discrimination in Malaysia remains unclear. It is not known to what extent contact between groups is undesirable especially as neighbors in Malaysia. This study examined ethnic differences and predictors of racial and religious discriminations among 1200 Malaysians (319 Chinese and 881 Malays). Discrimination (...) was conceptualized through having the attitude of not wanting people of a different race or a different religion as neighbors. Ethnic differences in discriminating against others were found to be significant. Malays showed higher means of not wanting neighbors of a different race or religion compared to Chinese. Demographic factors and beliefs reflecting conservatism were not good predictors, explaining only slight variances. However, a person who discriminates based on religion was consistently a predictor of exhibiting racial discrimination, and vice-versa, with approximately double the odds among Malays. The finding highlights a strong interplay between race and religion, suggesting that Chinese and Malays conflate the two together. (shrink)

Violence risk assessment tools are increasingly used within criminal justice and forensic psychiatry, however there is little relevant, reliable and unbiased data regarding their predictive accuracy. We argue that such data are needed to (i) prevent excessive reliance on risk assessment scores, (ii) allow matching of different risk assessment tools to different contexts of application, (iii) protect against problematic forms of discrimination and stigmatisation, and (iv) ensure that contentious demographic variables are not prematurely removed from risk assessment tools.

This article analyses the moral status of racial profiling from a consequentialist perspective and argues that, contrary to what proponents of racial profiling might assume, there is a prima facie case against racial profiling on consequentialist grounds. To do so it establishes general definitions of police practices and profiling, sketches out the costs and benefits involved in racial profiling in particular and presents three challenges. The foundation challenge suggests that the shifting of burdens onto marginalized minorities (...) may, even when profiling itself is justified, serve to prolong unjustified police practices. The valuation challenge argues that although both costs and benefits are difficult to establish, the benefits of racial profiling are afflicted with greater uncertainty than the costs, and must be comparatively discounted. Finally, the application challenge argues that using racial profiling in practice will be complicated by both cognitive and psychological biases, which together reduce the effectiveness of profiling while still incurring its costs. Jointly, it is concluded, these challenges establish a prima facie case against racial profiling, so that the real challenge consists in helping officers practice the art of the police and not see that which it is useless that they should see. (shrink)

In response to Zack’s “White Privilege​ and Black Rights”, I consider her account of the hunting schema in light of police violence against black women. I argue that although Zack provides us with a compelling account of racial profiling and police brutality, the emotional aspect she attributes to the hunting schema is too charitable. I then claim that Zack’s hunting schema fails to account for state violence against black women and in doing so she only tells a partial story (...) of comparative injustice as it relates to police brutality of blacks. (shrink)

This study investigated the rhetorical move structure of the dental sciences research article abstract (RAA) genre using Swales’ (2004) model of move analysis, CARS (Create a Research Space), to find the frequency of rhetorical moves and steps in RAAs of the selected journals and also to examine the association between the frequency of moves and steps in the RAAs. To this end, 251 abstracts from articles published in 2018, 2019, and 2020 in four Iranian PubMed-indexed dentistry journals were selected and (...) examined. The frequencies were counted and compared using the Chi Square statistic. The findings revealed that all of the abstracts included M3S4 and M3S5, and all but only one, included M3S1. Yet, M3S2 and M3S7 had not been used in the abstracts whatsoever, and M1S3 had been employed only once. It was also found that the RAAs in the Journal of Dentistry and the Dental Research Journal used the steps considerably more frequently than the RAAs in the Journal of Dental Research and Frontiers in Dentistry. The findings of this study can provide EAP instructors with practical insights into the needs and wants of dental students, and also serve as a complement to the guidelines for academic writing for dental researchers to produce more received RAAs. (shrink)

Law-enforcement agencies are increasingly able to leverage crime statistics to make risk predictions for particular individuals, employing a form of inference that some condemn as violating the right to be “treated as an individual.” I suggest that the right encodes agents’ entitlement to a fair distribution of the burdens and benefits of the rule of law. Rather than precluding statistical prediction, it requires that citizens be able to anticipate which variables will be used as predictors and act intentionally to (...) avoid them. Furthermore, it condemns reliance on various indexes of distributive injustice, or unchosen properties, as evidence of law-breaking. (shrink)

What does it mean to treat people as equals when the legacies of feudalism, religious persecution, authoritarian and oligarchic government have shaped the landscape within which we must construct something better? This question has come to dominate much constitutional practice as well as philosophical inquiry in the past 50 years. The combination of Second Wave Feminism with the continuing struggle for racial equality in the 1970s brought into sharp relief the variety of ways in which people can be treated (...) unequally, while respecting the formalities of constitutional government. Most obviously, the content of laws can mistreat them by wrongfully assuming that they are either threats to others, or that, like children, they need to be protected from harm through paternalistic limitations on their freedom of action. Or, as those concerned with class inequality have long noted, formal equality can create legal requirements, permissions, and prohibitions whose burdens fall predictably, and often solely, on groups who are already marginalised, and most in need of state protection. (Kairys, David 1990) Above all, what these two great political movements made plain, is that a concern for group inequality and, specifically, group injustice must figure in the formulation and adjudication of individual rights, if legal protections for equality are adequately to combat the causes of inequality. Getting to grips with that challenge, it became obvious, required going beyond the familiar analyses of inequality inherited from Liberalism and Marxism, given the many different ways in which people can be equal or unequal.(Hackett and Haslanger 2006, 3 - 15) In the first part of this chapter, I will seek to illustrate these claims, by focusing on efforts to reframe the theory and practice of constitutional equality given demands for sexual and racial equality. I will then show that analytic philosophy has also come to recognise the various non-reducible dimensions of equality in ways that reinforce the claims of critical legal theory, even as philosophers highlight their disconcerting consequences. If equality has multiple irreducible dimensions, conflicts between the legitimate demands of equality are unavoidable features of law and politics, even in the best possible world, and are likely to be particularly painful when set against a background of historical injustice. The chapter concludes with the challenges to democratic constitutionalism, and the scope for constructive responses to those challenges, which the rapprochement between critical and analytic thinking on equality suggests. (shrink)

The transformational pace of modern education, healthcare, business management systems, etc., requires new approaches for prompt and reliable personality assessment. Phenotypology is one of such theories and it claims of the discovered interconnections of a person’s psychological and psychophysical characteristics on the basis of individual features of his/her phenotype. The article aim is to present some validation results for the Phenotypology hypotheses as a possible tool for personality assessment. In order to verify connections between phenotypic treats and individual behavior, we (...) conducted the study when respondents were differentiated according to some anthropometric (facial) peculiarities and characterological features. The results were quantified and analyzed using the mathematical-statistical linear regression. The research output contains the rationale for the conclusion that there are no statistically significant correlations between some phenotypic body features and such individual psychological characteristics as aggressiveness, impetuosity, pedantry, passivity, etc. In particular, the validity of using of appropriate phenotypologic representations to predict the examined character traits was studied. The obtained results disproved the possibility to use directly the phenotypic approach for reliable characterological profiling. Though, the study outcome is tentative due to some limitations on generality. It is necessary to continue verification of the Phenotypology hypotheses with a broader experimental sample with the inclusion of various ethnic and racial groups’ representatives. However, until then, based on actual findings, the practical application of the Phenotypology statements is doubtful, at least for the purposes of character diagnosis and personality assessment. (shrink)

In spite of the concerted drive by most countries towards gender equality, the reality is that women still remain underutilised in certain spheres of professional endeavours, and entrepreneurship is no exception. Widening the gap between female and male participation in entrepreneurial activities is reinforced by customs, beliefs, culture and religion. Using the patriarchal perceptions that dissuade women from pursuing a business opportunity as the backdrop, this study sought to ascertain how it feels to be a woman entrepreneur in a male-dominated (...) society such as Rwanda. The study involved 398 women entrepreneurs who were purposely drawn to complete the survey questionnaire that was the basis of the quantitative approach adopted. The data was analysed using the Statistical Package for the Social Sciences(SPSS) software. The results suggest that women entrepreneurs worked lesser than men due to family issues; female-owned businesses are smaller in size than male businesses, and women find it difficult reaching the decision to start a business. The implication is that women's businesses suffer most and thus limiting their ability to contribute to the socio-economic development of a country as they would through employment and poverty reduction. By working together, government and stakeholders may eradicate any form of discrimination in business that is associated with gender. (shrink)

The UNESCO Statements on Race of the early 1950s are understood to have marked a consensus amongst natural scientists and social scientists that ‘race’ is a social construct. Human biological diversity was shown to be predominantly clinal, or gradual, not discreet, and clustered, as racial naturalism implied. From the seventies social constructionists added that the vast majority of human genetic diversity resides within any given racialised group. While social constructionism about race became the majority consensus view on the topic, (...) social constructionism has always had its critics. Sesardic (2010) has compiled these criticisms into one of the strongest defences of racial naturalism in recent times. In this paper I argue that Sesardic equivocates between two versions of racial naturalism: a weak version and a strong version. As I shall argue, the strong version is not supported by the relevant science. The weak version, on the other hand, does not contrast properly with what social constructionists think about ‘race’. By leaning on this weak view Sesardic’s racial naturalism intermittently gains an appearance of plausibility, but this view is too weak to revive racial naturalism. As Sesardic demonstrates, there are new arguments for racial naturalism post-Human Genome Diversity Project. The positive message behind my critique is how to be a social constructionist about race in the post-genomic era. (shrink)

The curriculum design, faculty characteristics, and experience of implementing masters' level international research ethics training programs supported by the Fogarty International Center was investigated. Multiple pedagogical approaches were employed to adapt to the learning needs of the trainees. While no generally agreed set of core competencies exists for advanced research ethics training, more than 75% of the curricula examined included international issues in research ethics, responsible conduct of research, human rights, philosophical foundations of research ethics, and research regulation and ethical (...) review process. Common skills taught included critical thinking, research methodology and statistics, writing, and presentation proficiency. Curricula also addressed the cultural, social, and religious context of the trainees related to research ethics. Programs surveyed noted trainee interest in Western concepts of research ethics and the value of the transnational exchange of ideas. Similar faculty expertise profiles existed in all programs. Approximately 40% of faculty were female. Collaboration between faculty from low- and middleincome countries (LMICs) and high-income countries (HICs) occurred in most programs and at least 50% of HIC faculty had previous LMIC experience. This paper is part of a collection of papers analyzing the Fogarty International Research Ethics Education and Curriculum Development program. (shrink)

Our concern in this paper lies with a common argument from racial discrimination to realism about races: some people are discriminated against for being members of a particular race (i.e., racial discrimination exists), so some people must be members of that race (i.e., races exist). Error theorists have long responded that we can explain racial discrimination in terms of racial attitudes alone, so we need not explain it in terms of race itself. But to date there (...) has been little detailed discussion of whether it is better to explain racial discrimination in terms of race or in terms of racial attitudes alone. Our goal is to offer a novel and detailed argument in defense of explaining racial discrimination in terms of racial attitudes alone, by attending to the neglected phenomenon of misperception discrimination, which involves differential treatment due to misperceived race. We argue that the discriminatory action in misperception cases must be explained in the same way as cases where (according to the realist) the victim’s race is accurately perceived. Thus, the victim’s actual race cannot provide the best explanation. The main upshot of our argument is that explanatory arguments from racial discrimination to realism about race fail. (shrink)

When governments collect data relating to economic activity they commonly employ a distinction between goods and services. Both goods and services have economic value. Goods (cars, houses, bottles of milk) are, very roughly, independent continuants which can be alienated (sold, gifted, rented, and so forth). Services (hairdressing, gardening, teaching) are, again very roughly, occurrents. They are occurrents which are further often said to be marked by the fact that production and consumption coincide. Social services under both headings typically involve combinations (...) of service provision. The patterns in question are primarily those of the family (where the patterns to be maintained or restored are, roughly, those characteristic of a healthy family life) and of the child (patterns characteristic of healthy development, provided by child protective services, who work to prevent child abuse). (shrink)

El uso de sistemas de machine learning en los procesos de selección laboral ha sido de gran utilidad para agilizarlos y volverlos más eficientes, pero al mismo tiempo ha generado problemas en términos de equidad, confiabilidad y transparencia. En este artículo comenzamos explicando los diferentes usos de la Inteligencia Artificial en los procesos de selección laboral en Estados Unidos. Presentamos los sesgos sexuales y raciales que han sido detectados en algunos de ellos y explicamos los obstáculos jurídicos y prácticos para (...) su detección y análisis. Un posible remedio jurídico a la discriminación algorítmica es el régimen de impacto diferencial sistémico utilizado en Estados Unidos. Usamos algunas características de este régimen para señalar los vacíos jurídicos frente a la discriminación en el acceso al empleo en el ámbito del derecho laboral colombiano, y ofrecemos algunas características generales que podría tener un régimen de esa naturaleza. (shrink)

Since Uber’s founding in 2009, individuals associated with Uber have engaged in (or been accused of engaging in) numerous categories of corporate malfeasance: failure to protect data privacy, theft of trade secrets, sexual misconduct (including sexual assault and sexual harassment), lack of worker safety, lack of consumer safety, and racial discrimination. Thus, Uber is a good test case for the question of whether corporate behavior can provide moral justification for a boycott. More specifically, an examination of (...) the 2017 #deleteUber controversy will invite the reader to consider questions such as the following: When is a personal boycott morally justified, and when (if ever) is a personal boycott morally obligatory? How are personal boycotts related to larger-scale organized boycotts? What are the factors that make an organized boycott morally justified (or unjustified)? Is there a sound argument for the conclusion that we should #deleteUber? (shrink)

What is discrimination and what makes wrongful discrimination wrong? Even after an ever-rising tide of research over the course of the past twenty-five or so years these questions still remain hard to answer. Exercising candid and self-critical hindsight, Larry Alexander, who contributed his fair share to this tide, thus remarked: “All cases of discrimination, if wrongful, are wrongful either because of their quite contingent consequences or perhaps because they are breaches of promises or fiduciary duties.” If this is true it (...) raises serious doubts as to how wrongful discrimination can be a moral wrong in itself. Also, the question comes up as to who it is who breaches a promise or a fiduciary duty. This paper defends the view that the substance of these remarks is better understood by couching them in a political approach towards discrimination. Against this background, they give rise to real and pressing concerns. Once we conceptualise the realm political along Hobbesian lines as the battleground comprising both the private sphere of the individual and the public sphere of the commonwealth it emerges that discrimination has different significance with regard to these respective spheres. In order to illustrate this, I adopt Kasper Lippert-Rasmussen’s descriptive account of discrimination as „differential treatment on the basis of membership of a socially salient group“ and the common view that wrongful discrimination is wrong because it is harmful, disrespectful, or both. In the private sphere the case can be made for morally permissible cases of discrimination. Sexual discrimination due to sexual self-determination with consequently freely choosing your sexual or romantic partner is the central case in point. Where somebody feels unfairly rejected and consequently hurt neither the charge of harm inflicted nor that of disrespect endured need be justified. No “breach of promises or fiduciary duties” is involved. The case is different, however, when it comes to the fiduciary of power. In discriminating, he who exercises the power of the commonwealth necessarily breaches a promise and a fiduciary duty. Discrimination thus appears to be more of a problem of political philosophy than one of applied ethics. [in German] **************************************************************************************************** ******************** Was ist Diskriminierung und warum ist Diskriminierung verwerflich, wenn sie es denn ist? Dies bleibt ungeachtet der seit fünfundzwanzig Jahren anschwellenden Forschungsliteratur unverändert eine harte Nuss. Larry Alexander, der selbst maßgeblich zu dieser Forschungsliteratur beigetragen hat, merkt daher selbstkritisch an: „All cases of discrimination, if wrongful, are wrongful either because of their quite contingent consequences or perhaps because they are breaches of promises or fiduciary duties.“ Wenn dies der Fall ist, stellt sich die Frage, wie moralisch verwerfliche Diskriminierung dann noch an sich verwerflich sein kann. Es stellt sich dann auch die Frage, wer hier ein Versprechen bricht und seine Treuepflichten verletzt. Die leitende Annahme dieses Aufsatzes ist es, dass man dem sachlichen Kern dieser Bedenken Rechnung tragen kann, indem man eine politische Perspektive auf das Phänomen der Diskriminierung einnimmt. Die Bedenken erweisen sich dann als substanziell und zutreffend. Konzeptualisieren wir den Bereich des Politischen mit Thomas Hobbes als das Spannungsfeld, das die private Sphäre des Individuums und die öffentliche Sphäre des Gemeinwesens gegeneinander abgrenzt, wird sichtbar, dass Diskriminierung in diesen Sphären jeweils unterschiedlich zu bewerten ist. Um dies zu verdeutlichen, lege ich Kasper Lippert-Rasmussens deskriptives Verständnis von Diskriminierung als „differential treatment on the basis of membership of a socially salient group“ zugrunde und mache von der in der Diskussion verbreiteten Ansicht Gebrauch, dass das Zufügen von Schaden oder die Verweigerung von Respekt Diskriminierung verwerflich macht. In der privaten Sphäre kann es nun Fälle moralisch zulässiger Diskriminierung geben. Zentral ist die sexuelle Diskriminierung aufgrund der Ausübung einer freien Wahl des eigenen Sexual- oder Liebespartners. Auch wenn sich der Abgewiesene womöglich geschädigt sieht, wird unbilliger Schaden nicht zugefügt und geschul- deter Respekt nicht verweigert. Den Grund finden wir in Alexanders Formel: Ein „breach of promises“ oder eine Verletzung „fiduciary duties“ liegt nicht vor. Anders im Fall staatlicher Diskriminierung: Ein „breach of promises“ oder eine Verletzung „fiduciary duties“ liegt hier stets vor, da Fälle staatlicher Diskriminierung regelmäßig Machtmissbrauch darstellen: Der Inhaber staatlicher Gewalt verletzt die Treuepflicht, das Mandat unparteilich auszuüben, das getreulich auszuführen er gelobt hat. Diskriminierung erscheint also weniger als ein Problem der angewandten Ethik denn als eines der politischen Philosophie. (shrink)

Most people are completely oblivious to the danger that their medical data undergoes as soon as it goes out into the burgeoning world of big data. Medical data is financially valuable, and your sensitive data may be shared or sold by doctors, hospitals, clinical laboratories, and pharmacies—without your knowledge or consent. Medical data can also be found in your browsing history, the smartphone applications you use, data from wearables, your shopping list, and more. At best, data about your health might (...) end up in the hands of researchers on whose good will we depend to avoid abuses of power.2 Most likely, it will end up with data brokers who might sell it to a future employer, or an insurance company, or the government. At worst, your medical data may end up in the hands of criminals eager to commit extortion or identity theft. In addition to data harms related to exposure and discrimination, the collection of sensitive data by powerful corporations risks the creation of data monopolies that can dominate and condition access to health care. -/- This chapter aims to explore the challenge that big data brings to medical privacy. Section I offers a brief overview of the role of privacy in medical settings. I define privacy as having one’s personal information and one’s personal sensorial space (what I call autotopos) unaccessed. Section II discusses how the challenge of big data differs from other risks to medical privacy. Section III is about what can be done to minimise those risks. I argue that the most effective way of protecting people from suffering unfair medical consequences is by having a public universal healthcare system in which coverage is not influenced by personal data (e.g., genetic predisposition, exercise habits, eating habits, etc.). (shrink)

This doctoral thesis examines the phenomenon of Filipinization, specifically understood as the ideological construction of a “Filipino identity” or ‘Filipino subject-consciousness” within the highly determinate context provided by the Filipino ilustrado nationalists such as José Rizal, Marcelo H. del Pilar and their fellow propagandists inasmuch as it leads to the nineteenth (19th) century construction of the modern Philippine nation. Utilizing Jacques Derrida’s deconstructive thinking, this study undertakes a genealogical critique engaged on the concrete historical examination of what is meant by (...) the term “Filipino” across a select historical timeline (1864-1898) and the various notions of Filipino identity implied by the different contexts within which the term “Filipino” has been employed. More specifically, it undertakes a selective philosophical excavation of three seminal texts in the history of Filipinization, viz.: 1) the Manifiesto of Padre Jose Burgos; 2) the writings of the Filipino ilustrados in La Solidaridad; and 3) Jose Rizal’s Annotations on Dr. Antonio de Morga’s Sucesos de las Islas Filipinas. -/- The philosophical claim of this work is the idea that Filipinization, taken as the differential construction of Filipino identity, is the effective translation of the colonial epistemic violence of Eurocentric racism and its consequent “horror of absolutism” into the homo-hegemony of Filipino nationalisms. By fetishizing the notion of a carefully constructed and essential “Filipino-identity,” Filipinization and the current nationalist discourses that utilize them, unwittingly, stands complicit with the same colonial violence and hegemony that they wish to combat. This happens precisely when the very structures of colonial oppression, on the ideological and practical levels, are transmogrified into nationalist ideals that assume legal and political power unto themselves in a self-referential and self-legitimating fashion. -/- Three processes will demonstrate the above thesis: first, by examining historical texts and setting itself against established nationalist historiographies, a genealogical analysis of the term “Filipino” reveals it as a pliable signifier whose semantics have evolved through time. From its originary referent in the Spanish criollo (creole), it has come to refer to people who would have been otherwise entirely alien to this class, viz., the mestizos (both Spanish and Chinese), the principalia (native elite), and eventually, the lowland Catholicized natives themselves. The historical hermeneutic of this identity-discourse in Padre José Burgos’ Manifiesto yields the fact that what gives the term “Filipino” its semantic consistency as a class concept is its essential constitution as a Hispanic and Catholic identity. -/- Second, from this semantic identification of the term “Filipino” as a Hispano-Catholic identity, we proceed to clarify the meaning of Filipinization in terms of the nationalist propaganda carried out by the Filipino ilustrados in the fortnightly periodical La Solidaridad. Here, the specific ilustrado construction of Filipino identity as a Spanish citizen (ciudadano Español) is revealed precisely as a political and legal construct that served as the basis for their own politics of social inclusion/exclusion. Filipinization can only be applied to those who have been hispanized and Christianized and never to those tribes who have resisted and remained outside Spanish colonial authority. Filipinization is thus revealed as a process of Hispanization and Christianization whereby the recipients of Spanish colonial hegemony are transformed into the religiously docile bodies of the Spanish Empire. -/- From this highly determinate context, the study proceeds to examine Rizal’s ontological grounding of collective Filipino-ness in the mythological construction of the pre-hispanic past as the source of a unique Filipino ancestrality. In his work on de Morga’s Sucesos, what is revealed is a mythologization that grounds a native, essential Filipino identity within a past unscathed by the Spanish colonial experience. Such mythologization, however, can only be possible through an anachronistic nationalist interpretation of historical data. Here, Filipinization is revealed as an exclusive prerogative, a nationalist program by which Rizal and the ilustrado class can combat the evils and excesses of the Spanish colonial enterprise. Ironically, though, this same struggle for emancipation also became an instrument by which the ilustrado class can retain their unjustified position of power over those who belonged to the colonial underside, thus, securing the possibility of perpetuating their own ilustrado bourgeois class interests. -/- Such discursive complicity is the essence of the myth of Filipinization: it presents nationalist identity discourse as an anti-colonial enterprise while being underlined by an economy of motives designed to cater primarily to the exclusive interests of the elite and ilustrado class. Thus, instead of securing the genuine, inclusive emancipation of all colonial subjects and a more humane existence for the poor and suffering majority, ilustrado nationalism has, ironically, merely reinforced those operative structures of colonial discrimination and oppression when the ilustrados: 1) grounded their racial theory upon the very same discourse of Eurocentric superiority that they are precisely supposed to question and 2) claimed a patrimony over Filipinas as their exclusive sovereign inheritance. These two factors illustrate how the manifest transfer of power from the Spanish Empire to the Philippine sovereign nation (and later as a nation-state) illustrate how Filipinization merely has transmogrified the face of Spanish colonialism into its new, subtle, and worse form in Filipino nationalism. -/- In this vein, the existence of the 19th century modern Philippine nation merely masked and deferred the crisis that was supposed to transfer power from the Spanish Empire to the multitude of the poor and suffering native indio majority. This crisis became all the more difficult to address be-cause of the duplicitous character of the discourse of Filipinization itself. It has not only effectively transferred power into the hands of the nationalist elite but also captured authentic emancipatory discourse within the identity-trap against which it can only hope to get out. This study concludes with the claim about the impossibility of ever escaping and overcoming the epistemic and practical violence necessarily contained within the historical discourse of colonialism. Or simply, we have no language or discourse that would enable us to overcome the complicity of Filipinization with the very (epistemic) violence against which it has set itself. (shrink)

This study aimed to determine the health practices among the secondary school teachers during the Covid-19 pandemic in Ichon National High School. This considered the socio - demographic profile of the teachers in terms of age, sex, civil status and teaching load and the extent of practice employed by the teachers in the said health dimensions. A total of 53 teachers from Ichon National High School participated as respondents in the evaluative method of research that consists in three parts questionnaires. (...) The statistical treatment used in the computation and analysis of gathered data to determine the socio-demographic profile of the respondents are the descriptive statistics such as frequency and percentage. As to the significance of health practices during COVID-19 pandemic, Kruskal Wallis and Mann-Whitney U test was used to analyze the significant differences on the extent of practices among the different health dimensions. The very high extent of the implementation on the health practices during COVID-19 pandemic shows that the teachers are frequently practiced the health practices. The highest mean in mental aspect is conclusive that teacher during the pandemic exert effort to stay healthy on this and other areas as well. It is recommended to conduct further study regarding on the health practices among the secondary school teachers. (shrink)

The study investigated factors that influence the uptake of maternal healthcare services by women in Zimbabwe, using a logit model. Data from the Zimbabwe Demographic Health Survey (ZDHS, 2015) was used. Deteriorating maternal health indicators motivated the study. The effect of socio-economic and demographic factors on the probability of utilising maternal healthcare services was examined. Descriptive statistics and a logit model were used for data analysis. Results from the logit model show that region of residence, insurance cover, educational level, (...) employment status, maternal age, birth order, place of residence, number of living children, maternal age and household income all influence the utilisation of maternal healthcare services by women in Zimbabwe. Basing on research findings, the study recommends that relevant authorities make more available vocational training centres and education institutions since education was found to influence the uptake of maternal healthcare services. There is need to encourage family planning so as to reduce the number of children, especially among the apostolic sect, which affects the uptake of maternal healthcare. Compulsory national health insurance schemes could be adopted to mitigate the effect of low income that discourages the use of institutional facilities for delivery. The issue of balanced regional development needs to be pursued through accelerating devolution to ensure equal access to maternal healthcare facilities in all provinces. (shrink)

I argue that traditional views on which beliefs are subject only to purely epistemic assessment can reject demographic profiling, even when based on seemingly robust evidence. This is because the moral failures involved in demographic profiling can be located in the decision not to suspend judgment, rather than supposing that beliefs themselves are a locus of moral evaluation. A key moral reason to suspend judgment when faced with adverse demographic evidence is to promote social equality—this explains why positive profiling is (...) dubious, along with more familiar cases of negative profiling, and why profiling is suspect even when no particular action is at stake. My suspension-based view, while compatible with revisionary normative positions, does not presuppose them. Philosophers of all stripes can reject demographic profiling both in thought and deed. (shrink)

Discrimination is a central epistemic capacity but typically, theories of discrimination only use discrimination as a vehicle for analyzing knowledge. This paper aims at developing a self-contained theory of discrimination. Internalist theories of discrimination fail since there is no compelling correlation between discriminatory capacities and experiences. Moreover, statistical reliabilist theories are also flawed. Only a modal theory of discrimination is promising. Versions of sensitivity and adherence that take particular alternatives into account provide necessary and sufficient conditions on discrimination. Safety (...) in contrast is not sufficient for discrimination as there are cases of safety that are clearly instances of discrimination failure. The developed account of discrimination between objects will be extended to discrimination between kinds and between types. (shrink)

Many oppose the use of profile evidence against defendants at trial, even when the statistical correlations are reliable and the jury is free from prejudice. The literature has struggled to justify this opposition. We argue that admitting profile evidence is objectionable because it violates what we call “equal protection”—that is, a right of innocent defendants not to be exposed to higher ex ante risks of mistaken conviction compared to other innocent defendants facing similar charges. We also show why admitting (...) other forms of evidence, such as eyewitness, trace, and motive evidence, does not violate equal protection. (shrink)

This article argues that political injustices can arise from the distribution and character of our sexual desires and that we can be held responsible for correcting these injustices. It draws on a conception of structural injustice to diagnose unjust patterns of sexual attraction, which are taken to arise when socio-structural processes shaping the formation of sexual desire compound systemic domination and capacity-deprivation for the occupants of a social position. Individualistic and structural solutions to the problem of unjust (...) patterns of sexual attraction are assessed in the context of racialised sexual aversion, racial fetishism, and the desexualisation of people with disabilities. While both forms of intervention can help in principle, some of the advantages of structural approaches are laid out. A schema for assigning political responsibilities for addressing this injustice is proposed, with some limits identified to the kinds of state and social responses that are justified. Finally, the status of the merely aesthetically unappealing is considered, with a relational egalitarian approach concluding that they are subject to structurally unjust patterns of sexual desire only when exposed to oppression or second-class citizenship as a result. (shrink)

ABSTRACTIn this article, we discuss the benefits of Bayesian statistics and how to utilize them in studies of moral education. To demonstrate concrete examples of the applications of Bayesian statistics to studies of moral education, we reanalyzed two data sets previously collected: one small data set collected from a moral educational intervention experiment, and one big data set from a large-scale Defining Issues Test-2 survey. The results suggest that Bayesian analysis of data sets collected from moral educational studies can provide (...) additional useful statistical information, particularly that associated with the strength of evidence supporting alternative hypotheses, which has not been provided by the classical frequentist approach focusing on P-values. Finally, we introduce several practical guidelines pertaining to how to utilize Bayesian statistics, including the utilization of newly developed free statistical software, Jeffrey’s Amazing Statistics Program, and thresholding based on Bayes Factors, to scholars in the field of moral education. (shrink)

The detection of hate speech and fake news in political discourse is at the same time a crucial necessity for democratic societies and a challenge for several areas of study. However, most of the studies have focused on what is explicitly stated: false article information, language that expresses hatred, derogatory expressions. This paper argues that the explicit dimension of manipulation is only one – and the least problematic – of the risks of political discourse. The language of the unsaid is (...) much more dangerous and incomparably more difficult to detect, hidden in different types of fallacies and inappropriate uses of emotive language. Through a threefold coding scheme based on the instruments of argumentation theory and pragmatics, a corpus of argumentative tweets published by 4 politicians (Matteo Salvini, Donald Trump, Jair Bolsonaro, and Joseph Biden) within 6 months from their taking office (corresponding to the official end of their election campaign) is analyzed, detecting the types of argument, the fallacies, and the uses and misuses of “emotive words.” This coding results in the argumentation profiles of the speakers, which are compared statistically to show their different implicit strategies and deceptive tactics. (shrink)