Is Obesity a Cause for Shame? Weight Bias and Stigma among Physicians, Dietitians, and Other Healthcare Professionals in Poland-A Cross-Sectional Study.

Weight bias and weight stigma pose significant challenges in healthcare, particularly affecting obesity management practices and patient care quality. Our study evaluates their prevalence and impact among healthcare professionals in Poland. Using the Fat Phobia Scale and custom questions, we surveyed 686 professionals via Computer-Assisted Web Interview (CAWI). Results reveal a moderate level of explicit weight bias (mean score: 3.60 ± 0.57), with significant variations across professional groups: physicians (3.70 ± 0.48), dietitians (3.51 ± 0.48), and others (3.44 ± 0.77). Common feelings towards individuals with obesity include willingness to help (57.0%) and compassion (37.8%), yet 29.9% perceive obesity as shameful. The results also vary depending on the respondent's sex or BMI. These findings underscore the need for evidence-based interventions to mitigate weight stigma and enhance understanding of obesity among healthcare professionals.

Implicit weight bias: shared neural substrates for overweight and angry facial expressions revealed by cross-adaptation.

The perception of facial expression plays a crucial role in social communication, and it is known to be influenced by various facial cues. Previous studies have reported both positive and negative biases toward overweight individuals. It is unclear whether facial cues, such as facial weight, bias facial expression perception. Combining psychophysics and event-related potential technology, the current study adopted a cross-adaptation paradigm to examine this issue. The psychophysical results of Experiments 1A and 1B revealed a bidirectional cross-adaptation effect between overweight and angry faces. Adapting to overweight faces decreased the likelihood of perceiving ambiguous emotional expressions as angry compared to adapting to normal-weight faces. Likewise, exposure to angry faces subsequently caused normal-weight faces to appear thinner. These findings were corroborated by bidirectional event-related potential results, showing that adaptation to overweight faces relative to normal-weight faces modulated the event-related potential responses of emotionally ambiguous facial expression (Experiment 2A); vice versa, adaptation to angry faces relative to neutral faces modulated the event-related potential responses of ambiguous faces in facial weight (Experiment 2B). Our study provides direct evidence associating overweight faces with facial expression, suggesting at least partly common neural substrates for the perception of overweight and angry faces.

Weight-related discrimination, perceived stress and psychological and physical well-being of persons with type 2 diabetes: A mediation analysis.

AIMS: The aim of the study was to examine perceived stress as a mediator of the association between weight-related discrimination and physical and psychological well-being among persons with type 2 diabetes (T2D). METHODS: Data were obtained from 5104 persons with self-reported T2D participating in the All of Us research programme in the United States. The Everyday Discrimination Scale, Cohen's Perceived Stress Scale (PSS) and PROMIS Global Health Scale were used to measure weight-related discrimination, perceived stress and health outcomes (physical and psychological), respectively. Mediation effects of PSS were tested by bootstrapping with 5000 random samples. RESULTS: Participants were, on average, 63.62 (SD 11.38) years old. Majority of them were female (55.53%), non-Hispanic White (72.61%), married or living with a partner (56.92%), had a household income of <$35,000 (31.99%) and had some college education (33.54%). We found that approximately 18% of study participants reported having experienced weight-related discrimination. We also found that weight-related discrimination was independently associated with poor physical and psychological well-being. These associations were partially mediated by perceived stress such that weight-related discrimination was associated with greater perceived stress, which was in turn associated with poorer physical and psychological well-being. CONCLUSIONS: Given that weight-related discrimination is associated with poor outcomes through elevated stress, interventions that target stress may disrupt this pathway thereby helping to reduce the health impact of weight-related discrimination. This assertion should, however, be tested in future studies.

Association of quality of life with internet use and weight stigma across individuals with obesity and those without obesity: Role of self-perception.

Weight status, weight stigma, and internet use are important factors impacting quality of life (QoL). However, little is known regarding how these factors interact in their association with QoL, and it is important to understand how self-perceived obesity and body mass index (BMI)-defined obesity may differentially impact QoL. We aimed to assess the associations between weight status (obesity vs. non-obesity, including both self-perceived and BMI-defined), weight stigma, internet use, and QoL. Cross-sectional data from the Taiwan Social Change Survey (N = 1604; mean age = 49.22; 52.93 % women) were used. All participants were classified as having obesity or not having obesity according to both self-perceived (self-perceived as 'too fat') and BMI-defined (≧27 kg/m2 as obesity) weight status. Results showed that the group with obesity (both BMI-defined and self-perceived) had significantly more internet time and lower physical QoL than the group without obesity. Those with self-perceived obesity, but not those with BMI-defined obesity, sought health information via the internet and used social media significantly more than the group without obesity. More internet time was associated with worse physical and mental QoL for the group with obesity regardless of BMI-defined or self-perceived status. Moreover, weight stigma was associated with worse mental QoL for the group with self-perceived obesity, but not for the group with BMI-defined obesity. Accordingly, being a person with obesity (self-defined, or based upon BMI) was associated with more internet time and poorer QoL. People with self-perceived obesity may have increased experience of weight stigma and greater internet use, factors that may contribute to their impaired QoL.

Negative familial weight talk and weight bias internalization in a US sample of children and adolescents.

BACKGROUND: Negative familial weight talk may contribute to higher weight bias internalization in pre- and early adolescents (hereafter referred to as children) and may differ by gender, weight status, and race and ethnicity. OBJECTIVE: Examine the relationship between negative familial weight talk and weight bias internalization and examine differences by gender, weight status, and race and ethnicity. METHODS: We cross-sectionally analysed 5th-7th graders (10-15 years old) living in Massachusetts (n = 375, 52.3% girls, 21.3% BMI ≥85th percentile, 54.8% non-Hispanic White). Negative familial weight talk frequency during the past 3 months was self-reported and discretized as 'never,' 'occasionally' (1-9 times) and 'often' (>9 times); the Modified Weight Bias Internalization Scale assessed weight bias internalization. Generalized linear models estimated the relationship between negative familial weight talk and weight bias internalization and sub-analyses estimated the relationship across gender, weight status, and race and ethnicity. Results are summarized as ratios of means (RoM). RESULTS: Children experiencing negative familial weight talk occasionally (RoM = 1.12, p = 0.024) and often (RoM = 1.48, p < 0.001) had significantly higher weight bias internalization than children who never experienced it. In sub-analyses, experiencing negative familial weight talk often was associated with higher weight bias internalization among girls (RoM = 1.66, p < 0.001), boys (RoM = 1.32, p = 0.007), children with BMI <85th percentile (RoM = 1.44, p = 0.007) and BMI ≥85th percentile (RoM = 1.39, p = 0.001), and non-Hispanic White children (RoM = 1.78, p < 0.001), but not Hispanic (RoM = 1.25, p = 0.085) or non-Hispanic Black children (RoM = 1.20; p = 0.31). CONCLUSIONS: Frequent negative familial weight talk was associated with higher weight bias internalization across gender and weight status and in non-Hispanic White children only.

Weight stigma and mental health outcomes in early-adolescents. The mediating role of internalized weight bias and body esteem.

BACKGROUND: Weight stigma is increasingly common in early adolescence and may lead to weight bias internalization, with negative consequences for mental health outcomes. This study aimed to: examine the relations of perceived weight stigma and internalized weight bias with early adolescents' internalizing symptoms and disordered eating behavior; explore the mediating role of internalized weight bias on the relations of perceived weight stigma with internalizing symptoms and disordered eating behaviors; examine body esteem as a mediator between internalized weight bias and mental health outcomes. METHODS: A sample of 406 early adolescents (59.6% girls) aged between 11 and 13 participated in this cross-sectional study. They completed self-report measures assessing perceived weight stigma, internalized weight bias, body esteem, internalizing symptoms and disordered eating. RESULTS: Path analysis indicated that perceived weight stigma was positively related with internalizing symptoms and internalized weight bias. Further, internalized weight bias was negatively related with body esteem and positively related with internalizing symptoms and disordered eating. Internalized weight bias mediated the relations of perceived weight stigma with internalizing symptoms, disordered eating and body esteem. Further, body esteem mediated the relations of internalized weight bias with internalizing symptoms and disordered eating behavior. CONCLUSIONS: The findings highlight internalized weight bias as a psychological mechanism potentially explaining negative links of weight stigma with internalizing symptoms and disordered eating in early adolescence. The results emphasize the need for early intervention during this developmental stage, in order to prevent psychological and behavioral outcomes of weight stigma and internalized weight bias.

Drivers and facilitators of weight stigma among preconception, pregnant, and postpartum women: A systematic review.

Women in the preconception, pregnant, or postpartum period are susceptible to weight stigma, particularly due to the risk of excess weight gain during the reproductive life period and the negative effects of stigma on the health of both the mother and the child. Identifying the drivers and facilitators of weight stigma will help guide focused weight stigma prevention interventions. This systematic review aimed to identify the drivers and facilitators of weight stigma among preconception, pregnant, and postpartum women. In May 2022, Medline, Embase, PsycINFO, and the Maternity and Infant Care Database were searched for peer-reviewed articles published since 2010 using search terms weight AND stigma AND preconception, OR pregnant, OR postpartum. Of the 1724 articles identified, 34 fulfilled the inclusion criteria and were included in a narrative synthesis. Women reported facing insensitive language, misconceptions about obesity across all settings, and inappropriate media representation. The unavailability of appropriate equipment at facilities was reported by both women and health professionals. Our findings indicate that a rigorous effort by all stakeholders is necessary to promote regulatory, legal, and educational initiatives designed to reduce weight stigma and discrimination against women in the reproductive period.

Weight biases, body image and obesity risk knowledge in the groups of nursing students from Poland and Nigeria.

Each population may have its own specific characteristics and cultural differences, which can affect perceptions of one's body, obesity, and the development of weight-related biases. The goal of our study is to (I) examine weight biases among incoming nursing students from two distinct cultures; (II) determine whether the cultural differences may be reflected in the levels of fat phobia, attitudes, and behaviors related to overweight and obesity; (III) adapt the Fat Phobia Scale and translate it into Polish. The study includes 119 Nigerian students and 120 Polish students. The following tools are used-ORK-10, ATOP, BAOP, BES and FPh. The results indicates that Nigerian students have significantly (p < 0.01) less knowledge about the risks associated with overweight and obesity. In contrast, they have a significantly (p < 0.01) more positive body image than the Polish students. Among Nigerian students, men have more positive body image in comparison to women (p = 0.01). An inverse relationship is observed in the group of Polish students, among whom women had a more positive body image than men did (p = 0.01). There are no statistically significant differences in fatphobic attitudes among the studied groups. It has been observed, that culture may be related to weight biases.

Associations among parents' internalized weight bias, negative child-focused body talk, and feeding behaviors.

OBJECTIVE: Parents' negative body talk about children (negative weight/shape comments) and internalized weight bias (application of negative weight-based stereotypes to oneself) are associated with children's maladaptive eating behaviors, but mechanisms are poorly understood. Conceptually, parental behaviors and attitudes may translate to implicit and explicit concerns about their child's weight and influence parents' feeding practices. These associations are underexplored in the literature. METHOD: 242 parents (59.4% mothers) completed a one-time assessment that included measures of internalized weight bias, negative body talk, and feeding practices. Parents also completed assessments about one of their children, of any weight status (age range 5-15 years; 40% daughters). RESULTS: Parents' internalized weight bias was positively associated with concern about their child's weight and restriction of their child's diet. Parents' negative body talk towards their child was positively associated with concern about their child's weight and shape, restriction of their child's diet, and monitoring of their child's diet. Relative to internalized weight-bias, negative body talk had a stronger correlation with parents' concern about child weight and monitoring of child's diet. Correlations did not vary by child gender or weight category. DISCUSSION: Parents' internalized weight bias and negative body talk about their child were associated with their feeding practices across child gender and weight categories, with correlations in the small to medium range. Thus, children of all genders and weights may be vulnerable to enacted weight bias. Future studies should examine whether addressing parents' internalized weight bias and communication in family-focused interventions improves feeding practices and child well-being.

Weight bias and stigma in healthcare: What are we doing about it?

Weight bias and weight stigma is present in healthcare settings negatively affecting people with obesity. Healthcare professionals should be aware of how their potential bias and stigma may be impacting clients with obesity. With obesity projected to rise among the world, the healthcare environment needs to be more accepting and accommodating.

Weight stigma and allostatic load in adults: protocol for a scoping review.

INTRODUCTION: Weight-related stigma (WS) has been associated with adverse psychosocial and physical health effects. Despite the relationship between WS and allostatic load, there are no integrative reviews of this association. This scoping review aims to provide a comprehensive overview of the relationship between allostatic load biomarkers associated with WS by identifying gaps in this topic and proposing recommendations for future research. METHODS AND ANALYSIS: This protocol was guided by the methodological framework of Arksey and O'Malley and the Joanna Briggs Institute (JBI). The research questions were based on the population-concept-context framework. Studies in adults diagnosed as overweight or obese, exposed to WS and assessing the association between WS and biomarkers of allostatic load will be included. A search will be conducted in Medline (Ovid), PsycINFO (Ovid), Scopus (Elsevier), Cochrane Library (Wiley) and Google Scholar. The search strategy will be conducted in three stages, based on the JBI recommendation with the MESH terms "Social Stigma," "Weight Prejudice," "Biomarkers," "Allostasis," "Adults" and related terms. Data extraction will be done with a template adapted from JBI. The search strategy and selection process results will be presented in a flow chart and summarised in the text. The main results will be presented in a descriptive synthesis. ETHICS AND DISSEMINATION: Ethics review and approval are not required. The results will be disseminated through peer-reviewed publications, conferences, congresses or symposia.

Obesity bias: How can this underestimated problem affect medical decisions in healthcare? A systematic review.

INTRODUCTION: Obesity is often labeled as a physical characteristic of a patient rather than a disease and it is subject to obesity bias by health providers, which harms the equality of healthcare in this population. OBJECTIVE: Identifying whether obesity bias interferes in clinical decision-making in the treatment of patients with obesity. METHODS: A systematic review of observational studies published between 1993 and 2023 in MEDLINE, Embase, and Cochrane Library on obesity bias and therapeutic decisions was carried out. The last search was conducted on June 30, 2023. The main outcome was the difference between clinical decisions in the treatment of individuals with and without obesity. The Newcastle-Ottawa scale for observational studies was used to assess for quality. After the selection process, articles were presented in narrative and thematic synthesis categories to better organize the descriptive analysis. RESULTS: Of the 2546 records identified, 13 were included. The findings showed fewer screening exams for cancer in patients with obesity, who were also susceptible to less frequent pharmacological treatment intensification in the management of diabetes. Women with obesity received fewer pelvic exams and evidence of diminished visual contact and physician confidence in treatment adherence was reported. Some studies found no disparities in treatment for abdominal pain and tension headaches between patients presented with and without obesity. CONCLUSION: The presence of obesity bias has negative effects on medical decision-making and on the quality of care provided to patients with obesity. These findings reveal the urgent necessity for reflection and development of strategies to mitigate its adverse impacts. (The protocol was registered with the international prospective register of systematic reviews, PROSPERO, under the number CRD42022307567).

A multifaceted training tool to reduce weight bias among healthcare students: A randomized controlled trial.

BACKGROUND: Weight bias toward people with obesity (PwO) is common in healthcare settings. Efforts to address weight bias in healthcare settings should begin during university studies. This study aimed to explore the effect of a multifaceted intervention on weight bias among undergraduate healthcare students. METHODS: An open label randomized controlled trial. The intervention tool consisted of short video lectures on obesity, vignettes simulating interactions between health professionals and PwO, and open discourse with a PwO. The control group received a short-written document on obesity. Online questionnaires on Anti-Fat Attitudes ('AFA'), short form of the Fat-Phobia Scale ('FPS'), Weight Implicit Association Test ('Weight-IAT'), and knowledge about obesity were administered at baseline, 1-week, and 6-week post-intervention. RESULTS: A total of 162, 152, and 146 students participated in the study at baseline, 1-week, and 6-week post-intervention, respectively. Their mean age was 25.8 ± 6.7 years and 88.3% were women. Means of AFA total scores and FPS scores decreased significantly over time only within the intervention group (P Time*Group = 0.002 and 0.014). Both groups showed a similar trend over time in mean scores of Weight-IAT (P Time*Group = 0.868) and knowledge about obesity (P Time*Group = 0.115). CONCLUSIONS: A multifaceted intervention resulted in a significant reduction in explicit weight bias but did not yield any additional advantages over the control group in implicit weight bias and knowledge about obesity. GOV NUMBER: NCT05482802.

Patient perspectives of weight stigma across the cancer continuum: A scoping review.

BACKGROUND: Weight stigma has been defined as the social devaluation and denigration of individuals because of their weight. The purpose of this scoping systematic review was to assess and understand patient experiences with weight stigma in the cancer care setting. METHODS: We conducted a systematic scoping review of studies examining shame, prejudice, bias, and stigma in relation to weight and cancer-related care using five databases: PubMed, CINAHL Plus Full Text (ProQuest), Cochrane Library, PsycINFO (EBSCO), and Scopus. Articles were uploaded into Covidence for de-duplication and screening. Included studies were peer reviewed, reported adult patient experiences in cancer-related care, and were published in English between October 2012 and February 2023. Study characteristics and key findings were abstracted and qualitatively synthesized. RESULTS: Publications meeting inclusion criteria yielded five studies (n = 113 participants). Most focused on the experiences of women (n = 4) and cancers which predominantly impact women (i.e., breast, cervical, endometrial; n = 4). All stages of the cancer continuum were included with studies examining screening (n = 2), treatment (n = 1), and post-treatment survivorship (n = 2). Weight discrimination was discussed in four studies and weight-biased stereotypes were discussed in three studies. Experiences of weight bias internalization were reported in four studies. One study described an instance of implicit weight bias. CONCLUSIONS: Limited studies examine patient experiences of weight stigma in cancer care; however, current evidence suggests that patients do experience weight stigma in cancer-related care. This review highlights critical gaps and a need for more research on the prevalence and impact of weight stigma in cancer screening and care.

A systematic review of weight stigma and disordered eating cognitions and behaviors.

Weight stigma is persistent across contexts and is associated with disordered eating cognitions and behaviors. This systematic review aimed to examine the existing literature that has explored the relationship between weight stigma and disordered eating cognitions and behaviors. We specifically examined three dimensions of weight stigma - experienced, anticipated, and internalized - and adopted an inclusive conceptualization of outcomes related to disordered eating (including constructs such as binge eating, body dissatisfaction, and other cognitions and behaviors such as dietary restraint, unhealthy weight control behaviors, and drive for thinness). We searched PubMed, Embase, CINAHL, Web of Science, Sociological Abstracts, and PsycINFO for English-language, peer-reviewed articles and dissertations with quantitative methodology published through October 2023. The search resulted in 242 articles meeting inclusion criteria. A narrative review found a consistent relationship between greater weight stigma and more disordered eating cognitions and behaviors. Methodological and theoretical limitations are discussed, as are critical avenues for future research and potential clinical implications stemming from this body of research. Given the widespread nature and impact of weight stigma on disordered eating, it is imperative that we intervene to address weight stigma at all levels, from the structural to the intrapersonal.

Sexual Assault Among College Women: The Role of Survivor Acknowledgment, Rape Myth Acceptance, Weight Bias, and Body Appreciation.

Approximately one in five college women experience a sexual assault (SA), though a meaningful percentage of survivors do not acknowledge or label their experience as such. Research indicates that acknowledgment status is often influenced by how closely SA incidents align with the "real rape" script and degree of survivor rape myth acceptance (RMA). However, studies evaluating acknowledgment paired with other attitudes and health outcomes among survivors is sparse. The current study examined the relation between acknowledgment status, RMA, weight-related constructs, and psychological well-being among three groups of college women (N = 584): non-survivors, unacknowledged survivors, and acknowledged survivors. Findings indicate that, among survivors, acknowledged compared to unacknowledged SA is significantly associated with diminished body appreciation, self-esteem, and increased internalized weight bias, though no differences in psychological distress were found.

The Impact of Weight Bias and Stigma on the 24 h Dietary Recall Process in Adults with Overweight and Obesity: A Pilot Study.

People with overweight and obesity tend to both underreport dietary energy intake and experience weight stigma. This exploratory pilot study aimed to determine the relationship between weight bias and weight stigma and energy intake reporting accuracy. Thirty-nine weight-stable adults with BMI ≥ 25 completed three 24 h dietary recalls; indirect calorimetry to measure resting metabolic rate; a survey measuring weight stigma, psychosocial constructs, and physical activity; and a semi-structured qualitative interview. Multiple linear regression was used to determine if weight bias internalization, weight bias toward others, and experiences of weight stigma were predictive of the accuracy of energy reporting. A thematic analysis was conducted for the qualitative interviews. Weight stigma was reported by 64.1% of the sample. Weight stigma constructs did not predict the accuracy of energy intake reporting. People with obesity underreported by a mean of 477 kcals (p = 0.02). People classified as overweight overreported by a mean of 144 kcals, but this was not significant (p = 0.18). Participants reported a desire to report accurate data despite concerns about reporting socially undesirable foods. Future research should quantify the impact of weight stigma on energy reporting in 24 h recalls using a larger, more diverse sample size and objective measures like doubly labeled water for validation.

Obesity bias awareness decreases nursing students' bias toward patients with obesity.

PURPOSE: To determine if obesity bias scores among nursing students changed after education was delivered and to what degree body mass index (BMI) was associated with a personal experience of bias during a student's healthcare history. METHODS: A quantitative, quasi-experimental design was used to analyze sociodemographic information and Implicit Association Test scores of junior, senior, and full-time accelerated coursework track nursing students. RESULTS: Generally, obesity bias declined among the group. However, bias increased regarding increasing BMI. CONCLUSION: Obesity bias awareness and obesity education can decrease obesity bias among nursing students.

Weight stigma in healthcare settings: the experience of Arab and Jewish bariatric surgery candidates in Israel.

BACKGROUND: Weight-related stigma and discrimination are prevalent in our society with adverse biopsychosocial outcomes to people with obesity and morbid obesity. Studies suggest that weight bias in healthcare settings are quite prevalent, but there have been, as far as we know, lack of studies examining prevalence and correlates of weight bias experiences among bariatric surgery candidates in Israel. We aim to understand the nature and prevalence of weight stigma among bariatric surgery candidates. To identify differences between Jewish and Arab candidates. To examine the impact of weight stigma experiences on weight bias internalization (WBI). METHODS: A cross-sectional study was performed among 117 adult bariatric surgery candidates from three hospitals in northern Israel (47.8% Jews, 82.4% females, average BMI 42.4 ± 5.2 Kg/meter2). Patients who agreed to participate completed a structured questionnaire on the same day that the bariatric surgery committee met. WBI was measured using a validated 10-item scale. Experiences of weight stigma were measured using items adapted from prior international studies. RESULTS: About two thirds of the participants had at least one experience of weight stigma (teased, treated unfairly, or discriminated against because of their weight). As many as 75% of participants reported that weight served as a barrier to getting appropriate health care and as many as half of participants felt in the last year that a doctor judged them because of their weight. No significant differences were found between Arabs and Jews in the prevalence of weight stigma experiences and WBI. However, a trend towards more stigma experiences among Jews was noted. WBI was predicted by female gender and experiences of weight stigma, both in general and within healthcare settings. CONCLUSIONS: Weight stigma towards bariatric surgery candidates in Israel is quite prevalent, and specifically in healthcare settings. It is important to adopt policy actions and intervention programs to improve awareness to this phenomenon among the general public and specifically among healthcare providers, as many healthcare providers may be unaware of the adverse effect of weight stigma and of ways in which they are contributing to the problem. Future studies may validate our findings using larger sample size and longitudinal design.

Obesity bias in diagnostic radiography students: A survey of attitudes, perceptions and technical confidence.

INTRODUCTION: Obesity bias exists in healthcare professionals and students from numerous disciplines and negatively impacts the quality of care, outcomes, engagement, and satisfaction of their patients. With obesity rates continuing to rise in the United Kingdom (UK), more patients will be affected than ever, and it is becoming an increasingly important issue to tackle. This study aims to assess the attitudes to obesity of student diagnostic radiographers and determine if obesity bias exists in this population. METHOD: Student radiographers (n = 140) at a single university in the UK were invited to complete an online survey comprising measures designed to assess levels of bias and attitudes towards obesity, including the Attitude Towards Obese Persons (ATOP) scale. Likert-type scales were used to collect quantitative data, and data analysis included descriptive statistics, frequencies, and Spearman's rank correlation coefficient. RESULTS: Responses were received from n = 38 students. The mean ATOP score for participants was 70.37 (SD = 19.26). With 26 % (n = 10) scoring below 60, demonstrating strong negative attitudes towards obese individuals. Additionally, students (76.3 %; n = 29) indicated that they observed high levels of obesity bias whilst on clinical placement. There was a statistically significant correlation between levels of weight bias and students' confidence in working with obese patients (r(36) = 0.4, p 0.01). Students who are less confident working with obese patients had higher levels of obesity bias. CONCLUSIONS: Obesity bias exists in radiography students at levels comparable to those that have been found previously in other healthcare professionals and students. Furthermore, radiography students lacked confidence in their technical ability to work with obese patients and lower confidence levels were associated with higher levels of obesity bias. IMPLICATIONS FOR PRACTICE: The findings of this study provide preliminary knowledge upon which future research can be built.