Tag: social stigma

Contested and neglected: Social and medical marginalization in severe Chronic Fatigue Syndrome

Highlights:

  • Severe ME/CFS patients face deep social, medical, and structural exclusion.
  • Delegitimation of illness leads to isolation, distress, and denied support.
  • Gendered stigma shapes how women’s pain is dismissed in health care.
  • Twitter (now X) offers access to the voices of an otherwise unreachable patient group.
  • This study urges reforms in care, disability access, and illness recognition.

Abstract:

This study addresses the persistent invisibility of people with severe Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) in research by centering their voices and examining how social and institutional forces shape their lives. As a medically contested illness, ME/CFS—especially in its severe form—renders patients both physically incapacitated and socially invisible.
Drawing on qualitative content analysis of 342 tweets under the hashtag #severeME, we identify how contested legitimacy, gendered stigma, and systemic marginalization structure the daily realities of 161 individuals with severe ME/CFS or their caregivers. Our findings highlight profound functional debilitation, emotional isolation, and exclusion from care and disability systems. We argue for the urgent need to legitimize contested illnesses, reform models of care, and extend disability protections to restore dignity and support to this neglected population.
Source: Bita Nezamdoust, Erin Ruel. Contested and neglected: Social and medical marginalization in severe Chronic Fatigue Syndrome. Social Science & Medicine, Volume 388, 2026, 118766. ISSN 0277-9536. https://www.sciencedirect.com/science/article/pii/S0277953625010974 (Full text)

Impact of the COVID-19 Pandemic and the 2021 National Institute for Health and Care Excellence Guidelines on Public Perspectives Toward Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Thematic and Sentiment Analysis on Twitter (Rebranded as X)

Abstract:

Background: Myalgic encephalomyelitis (ME), also referred to as chronic fatigue syndrome (CFS), is a complex illness that typically presents with disabling fatigue and cognitive and functional impairment. The etiology and management of ME/CFS remain contentious and patients often describe their experiences through social media.

Objective: We explored public discourse on Twitter (rebranded as X) to understand the concerns and priorities of individuals living with ME/CFS, with a focus on (1) the COVID-19 pandemic and (2) publication of the 2021 UK National Institute for Health and Care Excellence (NICE) guidelines on the diagnosis and management of ME/CFS.

Methods: We used the Twitter application programming interface to collect tweets related to ME/CFS posted between January 1, 2010, and January 30, 2024. Tweets were sorted into 3 chronological periods (pre-COVID-19 pandemic, post-COVID-19 pandemic, and post-UK 2021 NICE Guidelines publication). A Robustly Optimized Bidirectional Embedding Representations from Transformers Pretraining Approach (RoBERTa) language processing model was used to categorize the sentiment of tweets as positive, negative, or neutral. We identified tweets that mentioned COVID-19, the UK NICE guidelines, and key themes identified through latent Dirichlet allocation (ie, fibromyalgia, research, and treatment). We sampled 1000 random tweets from each theme to identify subthemes and representative quotes.

Results: We retrieved 906,404 tweets, of which 427,824 (47.2%) were neutral, 369,371 (40.75%) were negative, and 109,209 (12.05%) were positive. Over time, both the proportion of negative and positive tweets increased, and the proportion of neutral tweets decreased (P<.001 for all changes). Tweets mentioning fibromyalgia acknowledged similarities with ME/CFS, stigmatization associated with both disorders, and lack of effective treatments. Treatment-related tweets often described frustration with ME/CFS labeled as mental illness, dismissal of concerns by health care providers, and the need to seek out “good physicians” who viewed ME/CFS as a physical disorder. Tweets on research typically praised studies of biomarkers and biomedical therapies, called for greater investment in biomedical research, and expressed frustration with studies suggesting a biopsychosocial etiology for ME/CFS or supporting management with psychotherapy or graduated activity. Tweets about the UK NICE guidelines expressed frustration with the 2007 version that recommended cognitive behavioral therapy and graded exercise therapy, and a prolonged campaign by advocacy organizations to influence subsequent versions. Tweets showed high acceptance of the 2021 UK NICE guidelines, which were seen to validate ME/CFS as a biomedical disease and recommended against graded exercise therapy. Tweets about COVID-19 often noted overlaps between post-COVID-19 condition and ME/CFS, including claims of a common biological pathway, and advised there was no cure for either condition.

Conclusions: Our findings suggest research is needed to inform how best to support patients’ engagement with evidence-based care. Furthermore, while patient involvement with ME/CFS research is critical, unmanaged intellectual conflicts of interest may threaten the trustworthiness of research efforts.

Source: Khakban I, Jain S, Gallab J, Dharmaraj B, Zhou F, Lokker C, Abdelkader W, Zeraatkar D, Busse JW. Impact of the COVID-19 Pandemic and the 2021 National Institute for Health and Care Excellence Guidelines on Public Perspectives Toward Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Thematic and Sentiment Analysis on Twitter (Rebranded as X). J Med Internet Res. 2025 May 21;27:e65087. doi: 10.2196/65087. PMID: 40397934. https://www.jmir.org/2025/1/e65087 (Full text)

Social Stigma in Children with Long COVID

Abstract:

There is growing evidence that adults with Long COVID suffer from different sets of stigmata related to their condition. In children with Long COVID, this aspect has never been investigated. This study aims to investigate if children with Long COVID also experience stigma.
Methods: Children with a previous SARS-CoV-2 infection evaluated at 3 month follow-ups in a pediatric post COVID unit were asked to fill in an online Long COVID Stigma Scale survey before they were assessed by a pediatrician. Doctors were unaware of children’s responses when they performed a diagnosis of Long COVID or full recovery from previous infection, according to the World Health Organization definition of pediatric Long COVID. Responses to the Stigma scale were then compared in the two cohorts of children.
Results: 224 patients responded to the questionnaire; 40 patients were diagnosed with Long COVID. Children with Long COVID significantly more frequently felt embarrassed about having Long COVID (p 0.035), felt embarrassed about having physical limitations (p < 0.001), felt they were valued less due to Long COVID (p 0.003), felt they were different from other peers due to Long COVID (p 0.033), felt significantly more frequently that people behaved differently towards them because they might be lying since the diagnosis of Long COVID (p 0.006), that they were less respected by others due to Long COVID (p 0.017), that other people thought that Long COVID is not a real disease (p 0.007), that other people thought that developing Long COVID is a sign of weakness (p 0.008), and that other people might judge them negatively due to their diagnosis of Long COVID (p < 0.001).
Conclusions: Children with Long COVID, similar to adults, are suffering from stigmata due to their condition. These data may have implication and should be used by the public, policy makers, and healthcare professionals regarding pediatric Long COVID.
Source: Buonsenso D, Camporesi A, Morello R, De Rose C, Fracasso M, Chieffo DPR, Valentini P. Social Stigma in Children with Long COVID. Children. 2023; 10(9):1518. https://doi.org/10.3390/children10091518 https://www.mdpi.com/2227-9067/10/9/1518 (Full text)

The prevalence of stigma in a UK community survey of people with lived experience of long COVID

Abstract:

Background: Stigma can be experienced as perceived or actual disqualification from social and institutional acceptance on the basis of one or more physical, health-related, behavioural, or other attributes deemed to be undesirable. Long COVID is a predominantly multisystem condition that occurs in people with a history of SARS-CoV-2 infection, often resulting in functional disability, which limits day-to-day activities. We aimed to quantify the burden of stigma experienced in a community-based sample of people with lived experience of long COVID.

Methods: Data from the follow-up of a long COVID longitudinal online survey was used. The survey was coproduced with people living with long COVID. 13 questions on stigma were included to develop a Long COVID Stigma Scale capturing three domains: enacted (overt experiences of discrimination due to long COVID), internalised (internalising negative associations with long COVID and accepting them as self-applicable), and anticipated (expectation of bias or poor treatment by others) stigma. Data were collected through a social media survey with convenience non-probability sampling.

Findings: 966 (47·9%) of 2016 participants from the UK completed the follow-up survey and 888 responded to the questions on stigma. The mean age of respondents was 48·3 years (SD 10·7), and 84·6% identified as female. Roughly half (n=460, 50·4%) reported having a formal, clinical, long COVID diagnosis, and of these, 440 responded to the questions on stigma. The prevalence of people experiencing overall stigma at least sometimes was 95·4% (n=847), prevalence of enacted stigma was 62·7% (n=557), internalised stigma was 86·4% (n=767), and anticipated stigma was 90·8% (n=806). Prevalence of stigma was higher in respondents with a formal diagnosis of long COVID (97·5%; n=429) than in those without (93·2%; n=413).

Interpretation: This study highlights widespread and multilayered stigmas experienced by people living with long COVID in the UK, which presents a serious public health concern. The broader literature on stigmatised health conditions consistently suggests that stigma drives people away from health services, contributes to psychological distress, and compromises long-term physical outcomes. The higher proportion experiencing stigma in those with clinical diagnosis of long COVID might be indicative of stigma within the health-care system. Findings from this study should be taken into consideration within clinical practice and health care, social care, employment, and education policies.

Source: Pantelic M, Ziauddeen N, Boyes M, O’Hara ME, Hastie C, Alwan NA. The prevalence of stigma in a UK community survey of people with lived experience of long COVID. Lancet. 2022 Nov;400 Suppl 1:S84. doi: 10.1016/S0140-6736(22)02294-2. Epub 2022 Nov 24. PMID: 36930033. https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02294-2/fulltext

Social Stigma, Mental Health, Stress, and Health-Related Quality of Life in People with Long COVID

Abstract:

A considerable amount of people who have been infected with SARS-CoV-2 experience ongoing symptoms, a condition termed long COVID. This study examined nuanced experiences of social stigma in people with long COVID and their associations with perceived stress, depressive symptoms, anxiety, and mental and physical health-related quality of life (hrqol).
A total of N = 253 participants with long COVID symptoms (mean age = 45.49, SD = 12.03; n = 224, 88.5% women) completed a cross-sectional online survey on overall social stigma and the subfacets enacted and perceived external stigma, disclosure concerns, and internalized stigma. Data were analysed using multiple regression and controlling for overall burden of consequences of long COVID, overall burden of symptoms of long COVID, and outcome-specific confounders.
In line with our preregistered hypotheses, total social stigma was related to more perceived stress, more depressive symptoms, higher anxiety, and lower mental hrqol, but—in contrast to our hypothesis—it was unrelated to physical hrqol after controlling for confounders. The three subscales of social stigma resulted in differential associations with the outcomes.
Social stigma experiences go hand in hand with worse mental health in people with long COVID. Future studies should examine potential protective factors to buffer the effects of social stigma on people’s well-being.
Source: Scholz U, Bierbauer W, Lüscher J. Social Stigma, Mental Health, Stress, and Health-Related Quality of Life in People with Long COVID. International Journal of Environmental Research and Public Health. 2023; 20(5):3927. https://doi.org/10.3390/ijerph20053927. https://www.mdpi.com/1660-4601/20/5/3927 (Full text)