Training the Algorithm: Agency and algorithmic injustice in Instagram’s ‘whitewashed’ health and fitness spaces

Research on women’s body image has often focused on the potential harms associated with engaging with health and fitness content on Instagram. Recently, scholars have turned their attention to exploring women’s agency in relation to social media to examine how particular groups of individuals participate in the curation of their online worlds in pursuit of a positive body image. In particular, we consider the experiences of specific racial groups who are interacting with what some claim are ‘whitewashed’ and algorithmically-biased digital environments. We aim to contribute to this enquiry by drawing on semi-structured interviews and ‘content elicitation’ with 32 Chinese Canadian women who were invited to describe their experiences with health and fitness content on Instagram. We found that our participants displayed a heightened awareness of algorithmic bias and in response, attempted to actively ‘train’ their algorithms to provide content that reflected greater bodily diversity

Doing military fitness: physical culture, civilian leisure, and militarism

Drawing explicitly upon the bodily techniques of military basic training and the corporeal competencies of ex-military personnel, military-themed fitness classes and physical challenges have become an increasingly popular civilian leisure pursuit in the UK over the last two decades. This paper explores the embodied regimes, experiences, and interactions between civilians and ex-military personnel that occur in these emergent hybrid leisure spaces. Drawing on ethnographic data, I argue that commercial military fitness involves a repurposing and rearticulation of collective military discipline within a late modern physical culture that emphasizes the individual body as a site of self-discovery and personal responsibility. Military fitness is thus a site of a particular biopolitics, of feeling alive in a very specific way. The intensities and feelings of physical achievement and togetherness that are generated emerge filtered through a particular military lens, circulating around and clinging to the totem of the repurposed ex-martial body. In the commercial logic of the fitness market, being ‘military’ and the ex-soldier’s body have thus become particularly trusted and affectively resonant brands

Social Media and the Politics of Gender, Race and Identity: The case of Serena Williams.

This study investigates issues of gender, race and identity, as enacted through social media, focusing on the abuse experienced by tennis player Serena Williams during the 2015 Wimbledon Championships. A netnographic analysis of discriminatory or abusive comments relating to Williams were collected from 24 sites on two social media platforms, Facebook and Twitter. These platforms are popular sites commonly used for fan/athlete interaction. Williams identifies as female and African American, therefore intersectionality is adopted to examine the representation of Williams in social media spaces. Several pertinent themes were uncovered relating to Williams including ‘Gender questioning’, ‘Accusations of performance enhancing drugs use’ and ‘Racism’. Such themes showed a simultaneous overlapping of multiple forms of oppression encountered by Williams, reinforcing the notion of the black female athlete as ‘other’ in virtual spaces. Such oppression is perpetuated by the online environment

Morphological and Behavioral Changes in the Pathogenesis of a Novel Mouse Model of Communicating Hydrocephalus

The Ro1 model of hydrocephalus represents an excellent model for studying the pathogenesis of hydrocephalus due to its complete penetrance and inducibility, enabling the investigation of the earliest cellular and histological changes in hydrocephalus prior to overt pathology. Hematoxylin and eosin staining, immunofluorescence and electron microscopy were used to characterize the histopathological events of hydrocephalus in this model. Additionally, a broad battery of behavioral tests was used to investigate behavioral changes in the Ro1 model of hydrocephalus. The earliest histological changes observed in this model were ventriculomegaly and disorganization of the ependymal lining of the aqueduct of Sylvius, which occurred concomitantly. Ventriculomegaly led to thinning of the ependyma, which was associated with periventricular edema and areas of the ventricular wall void of cilia and microvilli. Ependymal denudation was subsequent to severe ventriculomegaly, suggesting that it is an effect, rather than a cause, of hydrocephalus in the Ro1 model. Additionally, there was no closure of the aqueduct of Sylvius or any blockages within the ventricular system, even with severe ventriculomegaly, suggesting that the Ro1 model represents a model of communicating hydrocephalus. Interestingly, even with severe ventriculomegaly, there were no behavioral changes, suggesting that the brain is able to compensate for the structural changes that occur in the pathogenesis of hydrocephalus if the disorder progresses at a sufficiently slow rate

Benign external hydrocephalus: a review, with emphasis on management

Benign external hydrocephalus in infants, characterized by macrocephaly and typical neuroimaging findings, is considered as a self-limiting condition and is therefore rarely treated. This review concerns all aspects of this condition: etiology, neuroimaging, symptoms and clinical findings, treatment, and outcome, with emphasis on management. The review is based on a systematic search in the Pubmed and Web of Science databases. The search covered various forms of hydrocephalus, extracerebral fluid, and macrocephaly. Studies reporting small children with idiopathic external hydrocephalus were included, mostly focusing on the studies reporting a long-term outcome. A total of 147 studies are included, the majority however with a limited methodological quality. Several theories regarding pathophysiology and various symptoms, signs, and clinical findings underscore the heterogeneity of the condition. Neuroimaging is important in the differentiation between external hydrocephalus and similar conditions. A transient delay of psychomotor development is commonly seen during childhood. A long-term outcome is scarcely reported, and the results are varying. Although most children with external hydrocephalus seem to do well both initially and in the long term, a substantial number of patients show temporary or permanent psychomotor delay. To verify that this truly is a benign condition, we suggest that future research on external hydrocephalus should focus on the long-term effects of surgical treatment as opposed to conservative management