Bayesian inference for psychology. Part II: Example applications with JASP

Bayesian hypothesis testing presents an attractive alternative to p value hypothesis testing. Part I of this series outlined several advantages of Bayesian hypothesis testing, including the ability to quantify evidence and the ability to monitor and update this evidence as data come in, without the need to know the intention with which the data were collected. Despite these and other practical advantages, Bayesian hypothesis tests are still reported relatively rarely. An important impediment to the widespread adoption of Bayesian tests is arguably the lack of user-friendly software for the run-of-the-mill statistical problems that confront psychologists for the analysis of almost every experiment: the t-test, ANOVA, correlation, regression, and contingency tables. In Part II of this series we introduce JASP (http://www.jasp-stats.org), an open-source, cross-platform, user-friendly graphical software package that allows users to carry out Bayesian hypothesis tests for standard statistical problems. JASP is based in part on the Bayesian analyses implemented in Morey and Rouder’s BayesFactor package for R. Armed with JASP, the practical advantages of Bayesian hypothesis testing are only a mouse click away.     

Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications

Bayesian parameter estimation and Bayesian hypothesis testing present attractive alternatives to classical inference using confidence intervals and p values. In part I of this series we outline ten prominent advantages of the Bayesian approach. Many of these advantages translate to concrete opportunities for pragmatic researchers. For instance, Bayesian hypothesis testing allows researchers to quantify evidence and monitor its progression as data come in, without needing to know the intention with which the data were collected. We end by countering several objections to Bayesian hypothesis testing. Part II of this series discusses JASP, a free and open source software program that makes it easy to conduct Bayesian estimation and testing for a range of popular statistical scenarios (Wagenmakers et al. this issue).     

Positive Representation of Gay Characters in Movies for Reducing Homophobia

This study addresses the effect of narratives offering a positive depiction of gay men on the audience’s change in attitude towards homosexuality. Specifically, it analyzes the relationship of character identification, inter-group contact, religiosity and gender with homophobia reduction. One hundred and fifty students of a Serbian University (M_Age = 22.13, SD = 2.28) filled in a questionnaire measuring socio-demographic information and the instrument H25 assessing homophobia. Two months later, they watched a movie depicting gay men in a positive manner and completed a questionnaire containing the homophobia scale and questions related to identification with the main character, inter-group contact and religiosity. The results showed that watching the movie is related to a reduction of homophobia and that character identification and inter-group contact are negatively correlated with homophobia, whereas religiosity is positively correlated with it. Results also show that there is a negative correlation between religiosity and the attitude change induced by the movie, and that men express higher level of homophobia than women. The study contributes to the knowledge of the mechanisms reducing homophobia through media.     

Who Discovered the Binary System and Arithmetic? Did Leibniz Plagiarize Caramuel?

Gottfried Wilhelm Leibniz (1646–1716) is the self-proclaimed inventor of the binary system and is considered as such by most historians of mathematics and/or mathematicians. Really though, we owe the groundwork of today’s computing not to Leibniz but to the Englishman Thomas Harriot and the Spaniard Juan Caramuel de Lobkowitz (1606–1682), whom Leibniz plagiarized. This plagiarism has been identified on the basis of several facts: Caramuel’s work on the binary system is earlier than Leibniz’s, Leibniz was acquainted—both directly and indirectly—with Caramuel’s work and Leibniz had a natural tendency to plagiarize scientific works.     

Developing a System for Processing Health Data of Children Using Digitalized Toys: Ethical and Privacy Concerns for the Internet of Things Paradigm

EDUCERE (Ubiquitous Detection Ecosystem to Care and Early Stimulation for Children with Developmental Disorders) is a government funded research and development project. EDUCERE objectives are to investigate, develop, and evaluate innovative solutions for society to detect changes in psychomotor development through the natural interaction of children with toys and everyday objects, and perform stimulation and early attention activities in real environments such as home and school. In the EDUCERE project, an ethical impact assessment is carried out linked to a minors’ data protection rights. Using a specific methodology, the project has achieved some promising results. These include use of a prototype of smart toys to detect development difficulties in children. In addition, privacy protection measures which take into account the security concerns of health data, have been proposed and applied. This latter security framework could be useful in other Internet of Things related projects. It consists of legal and technical measures. Special attention has been placed in the transformation of bulk data such as acceleration and jitter of toys into health data when patterns of atypical development are found. The article describes the different security profiles in which users are classified.     

Do shame and perfectionistic self-presentation explain the link between early affiliative memories and eating psychopathology?

This study tested a model examining the impact that early affiliative memories (both with family and peers) on eating psychopathology, and whether these links are carried by the mechanisms of external shame and body image-related perfectionistic self-presentation, in a sample of 480 female college students. Path analyses’ results revealed that this model accounted for 48% of disordered eating’s variance and suggests that the lack of early positive emotional memories is associated with higher levels of shame (feelings of inferiority and unattractiveness), and with higher tendency to adopt body image-related perfectionistic strategies, that seem to explain excessive eating concern and rigid control of one’s eating behaviors. This study offers important insights for future research and for the development of intervention programs, by revealing the importance of assessing and targeting shame and perfectionistic strategies and suggesting the importance of promoting adaptive emotion regulation strategies.     

Ricoeur’s <Emphasis Type="Italic">askēsis</Emphasis>: textual and gymnastic exercises for self-transformation

This essay examines what the philosophy of Paul Ricoeur can contribute to current debates on the role of spiritual exercise, or askēsis, in philosophical life. The influential work of Pierre Hadot and Michel Foucault has sparked a widespread interest in the ancient model of philosophy, variously described as a way of life, art of living, or care of the self. Ricoeur’s potential contribution to this conversation has been overlooked, largely because he does not discuss these themes explicitly or often. However, Ricoeur’s early phenomenology of embodiment in The Voluntary and the Involuntary offers valuable insights regarding the exercises of self-transformation. After a brief survey of Ricoeur’s concept of askēsis, this essay draws on Ricoeur to demonstrate the merits of physical exercise, or gymnastic, in ethical and spiritual formation. Gymnastic, Ricoeur shows, can be a form of spiritual exercise. The final section of the paper then makes a similarly counterintuitive claim: namely, that reading is an embodied practice that can facilitate the ethical formation of the lived body.     

Conscientious objection and person-centered care

Person-centered care offers a promising way to manage clinicians’ conscientious objection to providing services they consider morally wrong. Health care centered on persons, rather than patients, recognizes clinicians and patients on the same stratum. The moral interests of clinicians, as persons, thus warrant as much consideration as those of other persons, including patients. Interconnected moral interests of clinicians, patients, and society construct the clinician as a socially embedded and integrated self, transcending the simplistic duality of private conscience versus public role expectations. In this milieu of blurred boundaries, person-centered care offers a constructive way to accommodate conscientious objection by clinicians. The constitutionally social nature of clinicians commits and enables them, through care mechanisms such as self-care, to optimize the quality of health care and protect the welfare of patients. To advance these conditions, it is recommended that the medical profession develop a person-centered culture of care, along with clinician virtues and skills for person-centered communication.     

Do Envy and Compassion Pave the Way to Unhappiness? Social Preferences and Life Satisfaction in a Spanish City

Mounting evidence shows that people’s self-reported life satisfaction (LS) is negatively related to income inequality. Under the interpretation that the relationship between macro-level variables and LS reflects individuals’ social preferences, this finding indicates that most people display inequality-averse preferences. We explore the relationship between self-reports on inequality aversion and LS in a citywide representative survey/experiment conducted in Spain. If self-reported well-being can be used to infer people’s social preferences, LS should correlate negatively with both “envy” and “compassion” scores (i.e., how much one suffers from disadvantageous and advantageous inequality, respectively). We find that LS relates negatively to envy but positively to compassion, which would imply that suffering from observing poorer others, paradoxically, increases well-being. Using an incentivized Dictator Game as a measure of generous behavior, we reject the hypothesis that the positive link between compassion and LS is actually driven by generosity. We discuss how these findings could indicate that the way LS is used to assess social preferences in the population should be revised.     

Spatial perseveration error by alpacas (<Emphasis Type="Italic">Vicugna pacos</Emphasis>) in an A-not-B detour task

Spatial perseveration has been documented for domestic animals such as mules, donkeys, horses and dogs. However, evidence for this spatial cognition behavior among other domestic species is scarce. Alpacas have been domesticated for at least 7000 years yet their cognitive ability has not been officially reported. The present article used an A-not-B detour task to study the spatial problem-solving abilities of alpacas (Vicugna pacos) and to identify the perseveration errors, which refers to a tendency to maintain a learned route, despite having another available path. The study tested 51 alpacas, which had to pass through a gap at one end of a barrier in order to reach a reward. After one, two, three or four repeats (A trials), the gap was moved to the opposite end of the barrier (B trials). In contrast to what has been found in other domestic animals tested with the same task, the present study did not find clear evidence of spatial perseveration. Individuals’ performance in the subsequent B trials, following the change of gap location, suggests no error persistence in alpacas. Results suggest that alpacas are more flexible than other domestic animals tested with this same task, which has important implications in planning proper training for experimental designs or productive purposes. These results could contribute toward enhancing alpacas’ welfare and our understanding of their cognitive abilities.