Stigmatisation in ME/CFS
1 Froehlich et al. 2022 — Causal Attributions and Perceived Stigma
Full Citation:: Froehlich L, Hattesohl DBR, Cotler J, Jason LA, Scheibenbogen C, Behrends U. Causal attributions and perceived stigma for myalgic encephalomyelitis/chronic fatigue syndrome. Journal of Health Psychology. 2022;27(10):2291–2304. (Froehlich et al. 2022) DOI:: 10.1177/13591053211027631 PMID:: 34240650 Study Design:: Cross-sectional survey; mediation analysis Sample Size:: n=499 (self-diagnosed ME/CFS) Key Findings::
- Perceived stigma mediates the relationship between others' causal attributions and health outcomes
- Higher perceived attributions to controllable + unstable causes → lower functional status via higher stigma
- 62% of participants reported perceived stigma from healthcare providers
- Biological causal attributions were associated with lower perceived stigmaConclusion:: Stigma is a key mechanism through which negative causal attributions worsen functional outcomes in ME/CFS. Limitations:: Self-diagnosed sample (not clinician-confirmed); cross-sectional (no causal inference); online convenience sample. Certainty:: 0.72
2 Terman et al. 2020 — ME/CFS Stigma Scale Validation
Full Citation:: Terman JM, Awsumb JM, Cotler J, Jason LA. Confirmatory factor analysis of a myalgic encephalomyelitis and chronic fatigue syndrome stigma scale. Journal of Health Psychology. 2020;25(14):2352–2361. (Terman et al. 2020) DOI:: 10.1177/1359105318796906 PMID:: 30183363 Study Design:: Psychometric validation; confirmatory factor analysis Sample Size:: n=345 Key Findings::
- Four-factor structure confirmed: alienated, self-blame, perceived discrimination, disclosure concerns
- Good model fit (CFI=0.92, RMSEA=0.06)
- Stigma scores correlated with depression and functional impairment
- Internal consistency high (α=0.89–0.94 across subscales)Conclusion:: The adapted Chronic Illness Stigma Scale is a valid and reliable measure for use in ME/CFS populations. Limitations:: Convenience sample; cross-sectional; single study (no independent replication). Certainty:: 0.68
3 McManimen et al. 2018 — Unsupportive Interactions, Stigma, and Suicide Risk
Full Citation:: McManimen SL, McClellan D, Stoothoff J, Jason LA. Effects of unsupportive social interactions, stigma, and symptoms on patients with myalgic encephalomyelitis and chronic fatigue syndrome. Journal of Community Psychology. 2018;46(8):959–971. (McManimen et al. 2018) DOI:: 10.1002/jcop.21984 PMID:: 30311972 Study Design:: Cross-sectional survey; hierarchical regression Sample Size:: n=495 Key Findings::
- Unsupportive social interactions and stigma independently predict suicidal ideation (controlling for depression)
- Stigma associated with greater symptom severity and functional impairment
- 38% of sample reported suicidal ideationConclusion:: Stigma and social rejection are modifiable risk factors for suicidality in ME/CFS, independent of depression severity. Limitations:: Cross-sectional; self-report measures; convenience sample. Certainty:: 0.70
4 Terman et al. 2019 — Psychiatric Referrals and Stigmatization (US/UK)
Full Citation:: Terman JM, Cotler J, Jason LA. How psychiatric referrals influence stigmatization in patients with myalgic encephalomyelitis and chronic fatigue syndrome: an examination of American and British models. Community Psychology in Global Perspective. 2019;5(2):19–29. (Terman, Cotler, and Jason 2019) DOI:: 10.1285/i24212113v5i2p19 Study Design:: Comparative survey (US vs UK patients) Sample Size:: n=336 Key Findings::
- UK model of mandatory/recommended psychiatric referral associated with higher perceived delegitimization
- US patients reported lower stigma from healthcare system despite less access to care
- Psychiatric referral perceived as communicating "it's all in your head"Conclusion:: The framing and mandatory nature of psychiatric referral affects perceived stigmatization; optional psychiatric consultation may be less delegitimizing. Limitations:: Retrospective self-report; non-random samples; niche journal. Certainty:: 0.58
5 Asbring & Närvänen 2002 — Women’s Experiences of Stigma
Full Citation:: Asbring P, Närvänen AL. Women’s experiences of stigma in relation to chronic fatigue syndrome and fibromyalgia. Qualitative Health Research. 2002;12(2):148–160. (Asbring and Närvänen 2002) DOI:: 10.1177/104973230201200202 PMID:: 11837367 Study Design:: Qualitative interview study Sample Size:: n=25 women Key Findings::
- Women experienced stigma from healthcare, family, and workplace
- Healthcare stigma most impactful: disbelief and psychosomatic labelling
- Stigma led to social withdrawal and identity disruption
- Difficulty obtaining diagnosis created prolonged uncertaintyConclusion:: Stigma is a pervasive experience for women with CFS/FM, compounded by the contested nature of the diagnoses. Limitations:: Small sample; women only (no male perspective); single time point; not replicated. Certainty:: 0.45
6 Looper & Kirmayer 2004 — Perceived Stigma in Functional Somatic Syndromes
Full Citation:: Looper KJ, Kirmayer LJ. Perceived stigma in functional somatic syndromes and comparable medical conditions. Journal of Psychosomatic Research. 2004;57(4):373–378. (Looper and Kirmayer 2004) DOI:: 10.1016/j.jpsychores.2004.03.005 PMID:: 15518673 Study Design:: Cross-sectional comparative survey Sample Size:: n=203 Key Findings::
- Patients with FSS (CFS, FM, IBS) perceived greater stigma than medical controls
- Stigma levels in CFS were comparable to other FSS
- Higher stigma associated with poorer health outcomes across all groups
- Stigma related to perceived病因 ambiguity and lack of biomarkersConclusion:: Perceived stigma is elevated across functional somatic syndromes compared to medically explained conditions, likely related to contested etiology. Limitations:: Single urban hospital; cross-sectional; no causal pathway identified. Certainty:: 0.65
7 Ko et al. 2022 — Stigma in FSS: Systematic Review
Full Citation:: Ko C, Lucassen P, van der Linden B, Ballering A, Olde Hartman T. Stigma perceived by patients with functional somatic syndromes and its effect on health outcomes — a systematic review. Journal of Psychosomatic Research. 2022;154:110715. (Ko et al. 2022) DOI:: 10.1016/j.jpsychores.2021.110715 PMID:: 35016138 Study Design:: Systematic review Sample Size:: 12 studies included Key Findings::
- Stigma consistently associated with worse health outcomes across FSS
- ME/CFS shows comparable or higher stigma vs other FSS
- Stigma affects quality of life, symptom severity, healthcare utilization
- Internalized stigma (self-blame, shame) prominent in ME/CFSConclusion:: Stigma is a clinically meaningful factor in FSS outcomes; systematic assessment recommended. Limitations:: Heterogeneous stigma measures; most studies cross-sectional; limited ME/CFS-specific subgroup analysis. Certainty:: 0.75
8 Fennell et al. 2021 — Elements of Suffering: Stigma in Severe ME/CFS
Full Citation:: Fennell PA, Dorr N, George SS. Elements of suffering in myalgic encephalomyelitis/chronic fatigue syndrome: the experience of loss, grief, stigma, and trauma in the severely and very severely affected. Healthcare. 2021;9(5):553. (Fennell, Dorr, and George 2021) DOI:: 10.3390/healthcare9050553 PMID:: 34065069 Study Design:: Qualitative analysis (written narratives + interviews) Sample Size:: n=16 severely/very severely affected Key Findings::
- Stigma is a core element of suffering in severe ME/CFS
- Stigma compounds loss, grief, and trauma
- Healthcare dismissal particularly damaging for severe patients
- Stigma from family members and social networks reportedConclusion:: Stigma is inseparable from the experience of severe ME/CFS and must be addressed clinically. Limitations:: Very small sample; severe subgroup only (not generalizable to mild/moderate); single study. Certainty:: 0.55
9 Melby & Nair 2024 — Healthcare Dissatisfaction in ME/CFS
Full Citation:: Melby L, Nair RD. ‘We have no services for youso you have to make the best out of it’: a qualitative study of myalgic encephalomyelitis/chronic fatigue syndrome patients’ dissatisfaction with healthcare services. Health Expectations. 2024;27(1):e13900. (Melby and Nair 2024) DOI:: 10.1111/hex.13900 PMID:: 37905602 Study Design:: Qualitative semi-structured interviews Sample Size:: n=22 Key Findings::
- Feeling disbelieved by healthcare providers is the dominant theme
- Lack of clinician knowledge about ME/CFS is universal
- Inadequate referral pathways to appropriate specialists
- Patients forced into self-management due to service absenceConclusion:: Healthcare systems fail ME/CFS patients through disbelief, lack of knowledge, and absence of coordinated specialist services. Limitations:: Norwegian healthcare context; self-selected; moderate sample for qualitative study. Certainty:: 0.60
10 Hussein et al. 2024 — Healthcare Barriers in Canada: Scoping Review
Full Citation:: Hussein S, Eiriksson L, MacQuarrie M, Merriam S, Dalton M, Nacul L, Lacerda E. Healthcare system barriers impacting the care of Canadians with myalgic encephalomyelitis: a scoping review. Journal of Evaluation in Clinical Practice. 2024;30(7):1337–1360. (Hussein et al. 2024) DOI:: 10.1111/jep.14047 PMID:: 39031904 Study Design:: Scoping review Sample Size:: 14 sources Key Findings::
- Contested nosology and lack of diagnostic framework are foundational barriers
- Insufficient clinician education about ME/CFS at all levels
- Absence of standardized diagnostic pathways and referral protocols
- Geographic inequity in access to specialized care
- Systemic dismissal of patient-reported symptomsConclusion:: Healthcare barriers for ME/CFS are structural and systemic, requiring policy-level interventions beyond individual clinician education. Limitations:: Canadian context (may not generalize); sources limited to peer-reviewed literature; gray literature excluded. Certainty:: 0.72
11 Guise et al. 2010 — Discourse Analysis of Doctor-Patient Interactions
Full Citation:: Guise J, McVittie C, McKinlay A. A discourse analytic study of ME/CFS (chronic fatigue syndrome) sufferers’ experiences of interactions with doctors. Journal of Health Psychology. 2010;15(3):426–435. (Guise, McVittie, and McKinlay 2010) DOI:: 10.1177/1359105309350515 PMID:: 20348363 Study Design:: Discourse analysis of written accounts Sample Size:: n=18 Key Findings::
- Patients navigate three discursive positions: legitimizing illness, challenging psychosomatic framing, managing spoiled identity
- Doctor responses that delegitimize illness force patients into defensive rhetorical work
- Psychosomatic attribution is experienced as stigmatizing regardless of intentConclusion:: Medical encounters involve a discursive struggle over the legitimacy of ME/CFS; patients expend significant effort managing their identity as credible. Limitations:: Small sample; written accounts only; no observation of actual consultations; not replicated. Certainty:: 0.55
12 Deale & Wessely 2001 — Patients’ Perceptions of Medical Care
Full Citation:: Deale A, Wessely S. Patients’ perceptions of medical care in chronic fatigue syndrome. Social Science & Medicine. 2001;52(12):1859–1864. (Deale and Wessely 2001) DOI:: 10.1016/S0277-9536(00)00302-6 PMID:: 11352411 Study Design:: Cross-sectional survey of a specialist clinic cohort Sample Size:: n=68 Key Findings::
- 64% reported dissatisfaction with prior medical care for CFS
- Key issues: lack of sympathy, diagnostic delay, contested etiology
- Patients who received a sympathetic explanation reported lower distressConclusion:: Patient dissatisfaction with medical care is high and associated with perceived lack of legitimacy. Limitations:: Single specialist clinic; UK context; dated (2001); no independent replication. Certainty:: 0.58
13 Bayliss et al. 2014 — Barriers in Primary Care: Meta-Synthesis
Full Citation:: Bayliss K, Goodall M, Chisholm A, Fordham B, Chew-Graham C, Riste L, Fisher L, Lovell K, Peters S, Wearden A. Overcoming the barriers to the diagnosis and management of chronic fatigue syndrome/ME in primary care: a meta-synthesis of qualitative studies. BMC Family Practice. 2014;15:44. (Bayliss et al. 2014) DOI:: 10.1186/1471-2296-15-44 PMID:: 24606913 Study Design:: Meta-synthesis of qualitative studies Sample Size:: 12 qualitative studies Key Findings::
- GPs lack knowledge about diagnostic criteria and management
- Diagnostic uncertainty leads to therapeutic nihilism
- Contested nosology undermines confidence in diagnosis
- Poor doctor-patient communication perpetuates mutual frustrationConclusion:: Primary care barriers to ME/CFS management are multifactorial; interventions must address knowledge gaps and attitudinal barriers. Limitations:: Included studies mostly UK; meta-synthesis cannot quantify prevalence of barriers; publication window 2000–2013. Certainty:: 0.68