1
|
Bograd S, Chen B, Kavuluru R. Tracking sentiments toward fat acceptance over a decade on Twitter. Health Informatics J 2022; 28:14604582211065702. [PMID: 34986689 DOI: 10.1177/14604582211065702] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The fat acceptance (FA) movement aims to counteract weight stigma and discrimination against individuals who are overweight/obese. We developed a supervised neural network model to classify sentiment toward the FA movement in tweets and identify links between FA sentiment and various Twitter user characteristics. We collected any tweet containing either "fat acceptance" or "#fatacceptance" from 2010-2019 and obtained 48,974 unique tweets. We independently labeled 2000 of them and implemented/trained an Average stochastic gradient descent Weight-Dropped Long Short-Term Memory (AWD-LSTM) neural network that incorporates transfer learning from language modeling to automatically identify each tweet's stance toward the FA movement. Our model achieved nearly 80% average precision and recall in classifying "supporting" and "opposing" tweets. Applying this model to the complete dataset, we observed that the majority of tweets at the beginning of the last decade supported FA, but sentiment trended downward until 2016, when support was at its lowest. Overall, public sentiment is negative across Twitter. Users who tweet more about FA or use FA-related hashtags are more supportive than general users. Our findings reveal both challenges to and strengths of the modern FA movement, with implications for those who wish to reduce societal weight stigma.
Collapse
Affiliation(s)
- Sadie Bograd
- 326741Paul Laurence Dunbar High School, Lexington, KY USA
| | - Benjamin Chen
- 326741Paul Laurence Dunbar High School, Lexington, KY, USA
| | - Ramakanth Kavuluru
- Department of Internal Medicine, 4530University of Kentucky, Lexington, KY, USA
| |
Collapse
|
2
|
Ussher JM, Perz J. “I feel fat and ugly and hate myself”: Self-objectification through negative constructions of premenstrual embodiment. FEMINISM & PSYCHOLOGY 2020. [DOI: 10.1177/0959353519900196] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The body is central to women’s construction of premenstrual change as premenstrual syndrome (PMS), and to experiences of premenstrual distress. Embodied change, such as bloating or breast tenderness, can act as a marker of PMS. Within biomedical models, PMS is located within the body. Women’s dissatisfaction with their bodies is also reported to be higher in the premenstrual phase of the cycle. What is absent from this analysis is the meaning and experience of embodied change, in the context of broader constructions of femininity and embodiment. In this paper, we adopt a feminist material-discursive theoretical framework to examine the role of premenstrual embodiment in women’s premenstrual distress, drawing on open-ended survey responses and interviews with 83 women who self-diagnose as “PMS sufferers”. We theorize premenstrual body hatred as subjectification, wherein women take up cultural discourse associated with idealized femininity and the stigmatization of the fat body, resulting in self-objectification, distress and dehumanization. However, women can resist negative cultural constructions of premenstrual embodiment. We describe the impact of psychological therapy which increases awareness of emotional and embodied change, resulting in greater acceptance of the premenstrual body and self-care, serving to reduce premenstrual distress and self-objectification.
Collapse
|
3
|
Ingraham N. Perceptions of body size and health among older queer women of size following participation in a health programme. CULTURE, HEALTH & SEXUALITY 2019; 21:636-649. [PMID: 30295146 DOI: 10.1080/13691058.2018.1503331] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 07/18/2018] [Accepted: 07/19/2018] [Indexed: 06/08/2023]
Abstract
Little research examines how older queer (lesbian and bisexual) women understand and construct meanings around their body size in the context of individual and community norms and identities. Grounded theory was used to analyse transcripts from 31 interview participants drawn from a health programme in the San Francisco Bay Area. Older queer women of size navigate tensions between body ideals and community ideals in and through their experiences of body size. Women's embodied experiences of fatness, chronic pain and weight changes shifted in tandem with their experience of interactions with other queer women, as well as what bodies and body ideals should be in 'the lesbian community'. This study found that bodily norms and health ideologies are embedded and embodied in communities and navigated through the ongoing formation and configuration of communities over time. Body acceptance movements may be out of touch for this population based on their internalisation of the medical model in which weight loss automatically means improved health. Health interventions for older, queer women of size must be community-based to effectively shift behaviours, norms and expectations around healthy living in fat, ageing bodies.
Collapse
Affiliation(s)
- Natalie Ingraham
- a Department of Sociology , California State University-East Bay , Hayward , CA , USA
| |
Collapse
|
4
|
Wollast R, Riemer AR, Bernard P, Leys C, Kotsou I, Klein O. How self‐compassion moderates the effect of body surveillance on subjective happiness and depression among women. Scand J Psychol 2019; 60:464-472. [DOI: 10.1111/sjop.12553] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Accepted: 04/16/2019] [Indexed: 01/21/2023]
Affiliation(s)
- Robin Wollast
- Center for Social and Cultural Psychology Université libre de Bruxelles Bruxelles Belgium
| | | | - Philippe Bernard
- Center for Social and Cultural Psychology Université libre de Bruxelles Bruxelles Belgium
| | - Christophe Leys
- Center for Social and Cultural Psychology Université libre de Bruxelles Bruxelles Belgium
| | - Ilios Kotsou
- Center for Social and Cultural Psychology Université libre de Bruxelles Bruxelles Belgium
| | - Olivier Klein
- Center for Social and Cultural Psychology Université libre de Bruxelles Bruxelles Belgium
| |
Collapse
|
5
|
Bergen M, Mollen D. Teaching Sizeism: Integrating Size into Multicultural Education and Clinical Training. WOMEN & THERAPY 2019. [DOI: 10.1080/02703149.2018.1524065] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Martha Bergen
- Counseling and Psychological Services, Texas Woman’s University, Denton, Texas
| | - Debra Mollen
- Department of Psychology and Philosophy, Texas Woman’s University, Denton, Texas
| |
Collapse
|
6
|
Cameron NO, Muldrow AF, Stefani W. The Weight of Things: Understanding African American Women's Perceptions of Health, Body Image, and Attractiveness. QUALITATIVE HEALTH RESEARCH 2018; 28:1242-1254. [PMID: 29357750 DOI: 10.1177/1049732317753588] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Negative attitudes toward being overweight or obese are widespread, and these notions perpetuate into conceptions about one's health. Clinically, being overweight is associated with health problems such as diabetes, hypertension, heart disease, and many other illnesses. African American women, who are generally larger in body size, are a particular target for health interventions. However, these women have resisted the "obesity" label, arguing that dominant measures of health are White norms and oppressive. Through the use of in-depth interviews, this study investigates how African American women understand and experience healthfulness, body image, and barriers to each. Findings show that African American women are ambivalent in their acceptance of dominant markers of health and expressed an almost universal disdain for the thin ideal as a marker of "good" health and a positive body image. Moreover, participants articulated a suspicion of formal medical measurements of obesity.
Collapse
|
7
|
Dietary approaches to weight-loss, Health At Every Size® and beyond: rethinking the war on obesity. SOCIAL THEORY & HEALTH 2018. [DOI: 10.1057/s41285-018-0070-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
|
8
|
Webb JB, Vinoski ER, Bonar AS, Davies AE, Etzel L. Fat is fashionable and fit: A comparative content analysis of Fatspiration and Health at Every Size ® Instagram images. Body Image 2017. [PMID: 28624756 DOI: 10.1016/j.bodyim.2017.05.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
In step with the proliferation of Thinspiration and Fitspiration content disseminated in popular web-based media, the fat acceptance movement has garnered heightened visibility within mainstream culture via the burgeoning Fatosphere weblog community. The present study extended previous Fatosphere research by comparing the shared and distinct strategies used to represent and motivate a fat-accepting lifestyle among 400 images sourced from Fatspiration- and Health at Every Size®-themed hashtags on Instagram. Images were systematically analyzed for the socio-demographic and body size attributes of the individuals portrayed alongside content reflecting dimensions of general fat acceptance, physical appearance pride, physical activity and health, fat shaming, and eating and weight loss-related themes. #fatspiration/#fatspo-tagged images more frequently promoted fat acceptance through fashion and beauty-related activism; #healthateverysize/#haes posts more often featured physically-active portrayals, holistic well-being, and weight stigma. Findings provide insight into the common and unique motivational factors and contradictory messages encountered in these fat-accepting social media communities.
Collapse
Affiliation(s)
- Jennifer B Webb
- UNC Charlotte, Department of Psychological Science, United States.
| | - Erin R Vinoski
- UNC Charlotte, Department of Public Health Sciences, United States
| | | | | | - Lena Etzel
- Queens University, Department of Psychology, United States
| |
Collapse
|
9
|
|
10
|
Nash M, Warin M. Squeezed between identity politics and intersectionality: A critique of ‘thin privilege’ in Fat Studies. FEMINIST THEORY 2016. [DOI: 10.1177/1464700116666253] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
With the rise of ‘globesity’, fat activism and Fat Studies have become political players in countering negative stereotypes and the devaluation of fat bodies. Both groups are diverse, yet share a common goal to celebrate and/or accept fatness, and challenge practices and discourses that reinforce ‘normal’ bodies (such as diets, ‘fat talk’ and medicalisation). In this article, we reflect on our engagement with a Fat Studies conference, and critically interrogate the assumptions that underlie this particular space. It is not surprising that fat activists and Fat Studies scholars bring different ideologies to the table, yet the differences between them have not been adequately scrutinised or theorised. Drawing upon Linda Alcoff’s feminist philosophy, we examine how identity politics and intersectional perspectives are both used in fat activism, yet have the effect of creating unresolved tensions between singular and multiple embodied identities. We argue that an identity politics approach (exemplified through embodied visibility and declarations of ‘thin privilege’) has the potential to create boundaries for policing and exclusion, and is thus at odds with the much broader axes identified by intersectorial approaches. Rather than dismiss the power of identity politics, we argue for a careful reframing of the relationship between identity politics and intersectionality in fat activism and Fat Studies. We suggest that unexamined contradictions that arise from this mismatch may be counterproductive to the important subversive aims of the movement.
Collapse
|
11
|
Nutter S, Russell-Mayhew S, Alberga AS, Arthur N, Kassan A, Lund DE, Sesma-Vazquez M, Williams E. Positioning of Weight Bias: Moving towards Social Justice. J Obes 2016; 2016:3753650. [PMID: 27747099 PMCID: PMC5055973 DOI: 10.1155/2016/3753650] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 08/16/2016] [Accepted: 08/28/2016] [Indexed: 11/29/2022] Open
Abstract
Weight bias is a form of stigma with detrimental effects on the health and wellness of individuals with large bodies. Researchers from various disciplines have recognized weight bias as an important topic for public health and for professional practice. To date, researchers from various areas have approached weight bias from independent perspectives and from differing theoretical orientations. In this paper, we examined the similarities and differences between three perspectives (i.e., weight-centric, non-weight-centric (health-centric), and health at every size) used to understand weight bias and approach weight bias research with regard to (a) language about people with large bodies, (b) theoretical position, (c) identified consequences of weight bias, and (d) identified influences on weight-based social inequity. We suggest that, despite differences, each perspective acknowledges the negative influences that position weight as being within individual control and the negative consequences of weight bias. We call for recognition and discussion of weight bias as a social justice issue in order to change the discourse and professional practices extended towards individuals with large bodies. We advocate for an emphasis on social justice as a uniting framework for interdisciplinary research on weight bias.
Collapse
Affiliation(s)
- Sarah Nutter
- Counselling Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
- *Sarah Nutter:
| | - Shelly Russell-Mayhew
- Counselling Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Angela S. Alberga
- Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Nancy Arthur
- Counselling Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Anusha Kassan
- Counselling Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Darren E. Lund
- Curriculum and Learning, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Monica Sesma-Vazquez
- Counselling Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Emily Williams
- Counselling Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| |
Collapse
|
12
|
Eliason MJ, Ingraham N, Fogel SC, McElroy JA, Lorvick J, Mauery DR, Haynes S. A systematic review of the literature on weight in sexual minority women. Womens Health Issues 2015; 25:162-75. [PMID: 25747521 DOI: 10.1016/j.whi.2014.12.001] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Revised: 12/01/2014] [Accepted: 12/01/2014] [Indexed: 11/16/2022]
Abstract
BACKGROUND Over the past 20 years, a growing literature has demonstrated that sexual minority women have greater weight than heterosexual women, prompting concern that they may be at high risk for disparities in physical disorders. In 2008, Bowen et al. published a review of the existing research on sexual minority women and obesity, finding no methodologically strong studies with representative sampling procedures. METHOD We conducted a systematic review of the literature covering the period of July 2006 to February 2014 on the relationship between sexual orientation and weight. The review includes 20 population-based and 17 nonprobability sample studies. CONCLUSIONS The majority of these studies found that lesbian and bisexual women had significantly greater body mass index (BMI) or a higher percentage with a BMI over 30 than heterosexual women. The difference in BMI was fairly consistent across the lifespan, with the weight differences beginning in adolescence. The studies, however, did not show a higher prevalence of physical disorders thought to be associated with weight. This potentially paradoxical finding warrants further research to compare prevalence of chronic disease by BMI category and sexual orientation.
Collapse
Affiliation(s)
- Michele J Eliason
- Department of Health Education, San Francisco State University, San Francisco, California.
| | | | - Sarah C Fogel
- Vanderbilt University School of Nursing, Nashville, Tennessee
| | - Jane A McElroy
- Family and Community Medicine Department, University of Missouri, School of Medicine, Columbia, Missouri
| | - Jennifer Lorvick
- Urban Health Program, RTI International, San Francisco, California
| | - D Richard Mauery
- Department of Health Policy, George Washington School of Public Health and Health Services, Washington, DC
| | - Suzanne Haynes
- U.S. Department of Health and Human Services, Office on Women's Health, Washington, DC
| |
Collapse
|
13
|
‘It's our turn to play’: performance of girlhood as a collective response to gendered ageism. AGEING & SOCIETY 2015. [DOI: 10.1017/s0144686x15000021] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
ABSTRACTIn our society that values men over women and youth over old age, sexism and ageism intersect to erode women's status more rapidly and severely than men's. However, limited attention is given to women's responses to their devaluation, particularly collective efforts to either resist or accommodate dominant beliefs about ageing women. We examine membership in the Red Hat Society, an international organisation for middle-aged and older women, as a response to gendered ageism. Drawing on data from semi-structured interviews with members (N = 52), our analysis focuses on the group's ‘performance of girlhood’, which involves adopting children's social roles, dressing up and playing. We examine its resonance with a dominant cultural metaphor for old age as ‘second childhood’, illustrating how it not only provides opportunities for resistance to gendered ageism but also contributes to its entrenchment. The behaviours constitute a performative act that resists gendered ageism by increasing ageing women's visibility and asserting their right to leisure. However, its accommodative features reproduce inequality by valuing youth over old age and depicting older women as girls engaging in frivolous activities, which can be seen as obstructing social change.
Collapse
|