- Research article
- Open Access
Internalised stigma in people with rheumatoid arthritis: a cross sectional study to establish the psychometric properties of the ISMI-RA
BMC Musculoskeletal Disorders volume 17, Article number: 244 (2016)
Internalised stigma is theorized to be the internalisation and legitimisation of stereotypes of the diagnosis held in society and has not been quantified within patients with Rheumatoid Arthritis. This study aimed to: validate a modified version of a measure of internalised stigma, (the Internalised Stigma of Mental Illness scale, ISMI) for use in a group of patients diagnosed with rheumatoid arthritis; establish the consistency of the construct being measured, and to explore the levels of internalised stigma within this group.
A cross-sectional survey was conducted in London, UK with participants receiving out-patient treatment for Rheumatoid Arthritis. Participants completed the ISMI-Rheumatoid Arthritis (ISMI-RA) and a measure of self-esteem.
One hundred respondents were interviewed by phone. The ISMI-RA was found to be reliable using a measure of internal consistency (α = 0.85) showed concurrent validity with the Index of Self Esteem (r = 0.58, p < 0.01) and discriminant validity with no association with gender (t = 1.43, p = 0.61). A quarter of respondents reported internalised stigma to a ‘severe’ level. Acceptability and feasibility were established. A confirmatory factor analysis provided some support for the model of internalised stigma.
The application of the ISMI-RA among the Rheumatoid Arthritis population looks promising. Internalised stigma was found to be present within this group. More research is needed to generalize these results and to explore the effects of internalised stigma on treatment adherence and quality of life.
Rheumatoid Arthritis (RA) is a long-term inflammatory autoimmune disease. RA affects joints and tendons, and commonly results in joint stiffness, swelling and soreness . It is estimated that around 1 % of the UK adult population have RA . The female to male ratio is 3:1 [2–4] and onset is most likely in early middle age [2, 5]. Finally, RA has been found to be more common in people from a European, as opposed to an Asian background [3, 6].
RA also affects mortality. Although those diagnosed mainly die of similar causes compared to the general population, this usually happens three to ten years earlier than expected [7–9], mostly due to cardiovascular disease .
Against a background of long term disability when living with RA, stigma has also been identified as a social phenomenon amongst this population [4, 10]. Recent research has begun to differentiate between specific types of stigma. Firstly, public (or perceived) stigma which refers to the attitudes and behaviour of other people towards those with the stigmatised diagnosis or identity . One study has found evidence of perceived stigma in people with a diagnosis of RA , whilst in another, participants reported feeling publically stigmatised because of their RA diagnosis and associated problems such as deformities and walking slowly . Secondly, self stigma, (also known as internalised stigma), is defined as the awareness, legitimisation and application of societal stereotypes of the particular stigmatised diagnosis to the self, and may result in decreased self-esteem and self-efficacy . In terms of public stigma, some long term health diagnosis are linked to a stigmatised identity  and can cause discrimination in many areas of life, such as healthcare, employment, education and personal relationships [14–16]. Additionally, negative attitudes are held towards those who have a physical disability that is caused by an illness, rather than an injury . These stigmatising attitudes have been described as more difficult to deal with than the illness itself . Relatively high levels of public stigma have been reported in RA .
With regards to internalised stigma, the focus of research was initially on people who live with a mental illness diagnosis. The Internalised Stigma of Mental Illness (ISMI) scale is commonly utilized to measure this construct . However, the ISMI has now been validated for use in some physical health populations , including leprosy [21, 22], HIV/AIDS , irritable bowel syndrome  and epilepsy . Available psychometric data for these modifications suggest that these adapted measures are reliable in these groups [21, 22] and demonstrate that a third of a stigmatized population will report moderate or high internalised stigma [23, 25]. High levels of internalized stigma, are associated with low degree of self esteem , help seeking  and treatment adherence .
Psychometric validation however, is limited with the ISMI. The authors found only one study, based on a sample with mental illness, which studied construct validity using Factor Analysis and measurement invariance , ensuring that the same construct, that is, internalised stigma has being measured across time.
The existence of internalised stigma in people with a diagnosis of RA has not been quantified. The impact of RA on identity, and concerns about stigma have been explored in a qualitative study . This study found that people with RA have to reconcile their previous roles within private and public spheres with their new identity as a person diagnosed with RA. This is seen to cause emotional distress and role conflicts, such as when a formerly independent person or someone who has been a parent or carer then has to accept help from others.
The aims of this study were threefold. Firstly, to validate a modified version of the ISMI in people with a diagnosis of RA (to be called ISMI-RA), and establish (i) its reliability; (ii) its concurrent validity; (iii) its discriminant validity and to determine (iv) its acceptability and (v) feasibility. The second aim is to further validate the ISMI-RA and carry out a confirmatory factor analysis (CFA) to establish the consistency of the construct being measured. Finally, we wanted to explore levels of internalised stigma, using the ISMI-RA, within an RA outpatient clinic population. Given the previous literature regarding internalised stigma in various health conditions, we predicted that internalised stigma would be present in levels above ‘minimal’  in around 30 % of this RA group.
A cross-sectional study was conducted between January 2013 and September 2013 in London, UK. A convenience sample was chosen to recruit participants from two hospitals in London. The inclusion criteria were: (i) attendance of a rheumatology outpatient clinic at one of the two sites; (ii) had received a diagnosis of RA (early or established) by a consultant rheumatologist; (iii) aged 16–65; (iv) English speaking, and (v) were not an inpatient at the time of the study. Patients who were diagnosed before 2010 (n = 77) met the American College of Rheumatology criteria for RA , whereas those diagnosed after 2010 (n = 23) met the revised American College of Rheumatology and European League against Rheumatism criteria for RA . Potential participants were identified by a research nurse, who screened for eligibility and briefly explained the project after a routine appointment. If patients expressed an interest to take part, the researcher then explained the project in more detail and gave them an envelope, which included information about the study, a consent form and sources of additional support. Outpatient attendees took the documents away to read and return the signed consent form to the researcher once they were ready to take part and agreed to be interviewed by telephone.
The internalised stigma of mental illness scale
The Internalised Stigma of Mental Illness scale (ISMI)  was developed to measure the subjective experience of stigma in collaboration with mental health service users. Five subscales (alienation, stereotype endorsement, perceived discrimination, social withdrawal and stigma resistance) with a total of 29 items are rated by participants on a four point Likert scale. The scale has good internal reliability in a sample of people with psychiatric illnesses (α = 0.90) and test-retest reliability (r = 0.92). For the present study, all references to ‘mental illness’ were replaced with ‘rheumatoid arthritis’. Additionally, one item, “people with mental illness tend to be violent” was removed. Permission to modify the ISMI was granted from the authors. Finally, as recommended in previous studies, the stigma resistance subscale was removed from the analysis, as it has been found to be a separate construct to internalized stigma [28, 32]. Higher scores indicate higher internalised stigma: a score between 1.00 and 2.00 indicates minimal or no internalised stigma; 2.01–2.50 indicates mild internalised stigma, 2.51–3.00 indicates moderate internalised stigma and 3.01–4.00 indicates severe internalised stigma . A two category scoring system is used by the author of the scale in a review of the use of the ISMI, in which scores below 2.50 are classified as ‘low internalised stigma’ and scores equal to or above 2.51 are classified as ‘high internalised stigma’ , this scoring system was used in the present analysis.
The index of self esteem
The Index of Self Esteem (ISE)  measures the self evaluative aspect of self- esteem. Participants rate 25 items that relate to self- esteem on a seven point Likert scale with a total possible score of 100. The Walmyr Assessment Scales Scoring Manual was used to categorise the raw scores. Higher scores indicate lower self-esteem. A score of 30 and above indicates self esteem difficulties and scores over 70 indicate severe self- esteem problems.
Data were entered into IBM SPSS (v.20). The confirmatory factor analysis was conducted using AMOS (v.20); all other analyses were conducted using IBM SPSS (v. 20).
Internal reliability was established to determine Cronbach’s alpha’s for each ISMI-RA subscale and the total score. Concurrent validity was tested with a Pearson’s correlation between the total ISMI-RA and subscale scores and the ISE. Although the ISE measures self- esteem which would be theorised to have a negative association with internalised stigma, the scoring of the ISE is such that higher score indicates low self esteem, therefore the direction of the association is appropriate for a concurrent validity test. This variable was selected as a measure of divergent validity as it is expected that ISMI-RA scores will not have a significant association with gender. No significant difference in ISMI-RA scores by gender will be taken as the appropriate criterion. Feasibility was assessed by timing the duration to complete the ISMI-RA. Over 30 min (mean average) is considered to be too long for a survey measure . Acceptability was examined by measuring floor and ceiling effects that would violate Maximum Endorsement Frequencies (MEF); if more than 15 % of participants scored in the highest and lowest categories, this would be a violation of MEF . A CFA was performed to study the factor structure of the latent construct of internalised stigma . A CFA was deemed an appropriate test for model fit, as the manifest variables have been previously defined in the literature, and the present study aimed to assess these variables with regards to an RA population. Manifest variables in the model were Alienation, Stereotype Endorsement, Discrimination Experience and Social Withdrawal, the latent construct was self stigma. Model fit was assessed with multiple fit statistics; the goodness of fit index (GFI), the root mean square error of approximation (RMSEA) and the goodness of fit chi-square. Model fit would be supported if the GFI, RMSEA and goodness of fit did not reach statistical significance.
A total of 100 respondents were included in the study; 25 males and 75 females (see Table 1). A total of 127 out patients eligible to participate were approached for consent, 27 out patients declined to take part, yielding a response rate of 79 %. Reasons for non-participation were not sought. The mean age of the group was 46.3 years (SD: 10.9; range 23–65). The majority of the sample self-described themselves as white British (75.2 %) and over half were either in work full time (36.6 %), or part time (27.7 %). The mean number of years since the first contact with RA services was 6.0 years (SD: 6.1; range 1–31).
The internalised stigma of mental illness scale
Overall, 25 % of the sample reported moderate or severe levels of internalised stigma. A further 49 % reported mild levels of internalised stigma. As summarised in Table 2, the mean total score for the ISMI-RA was 2.2 (SD: 0.36; range: 1.04–3.13). This is comparable to scores found in participants with HIV/AIDS (2.3) and leprosy (2.2) . ISMI-RA subscale scores are shown in Table 2. Mean scores ranged from 2.0 (stereotype endorsement) to 2.7 (alienation).
Profile of internalised stigma
Frequency of agreement of items ranged from 0 % (people with RA should not get married) to 77 % (people without RA could not possibly understand me). The most frequently endorsed (that is, agreed with) items were: people without RA could not possibly understand me (77 %); I am disappointed in myself for having RA (67 %); I am embarrassed or ashamed that I have RA (56 %); I feel inferior to others who don’t have RA (52 %) and people can tell that I have RA by the way I look (51.5 %), see Table 3 for further details. Four of the five most frequently endorsed items belonged to the alienation subscale, the remaining one belonged to the stereotype endorsement subscale.
By contrast, the least frequently endorsed items were: people with RA should not get married (0 %); because I have RA, I need others to make most decisions for me (3 %); nobody would be interested in getting close to me because I have RA (9 %); people ignore me, or take me less seriously because I have RA (11 %) and stereotypes about people with RA apply to me (13 %). Three of the five least frequently endorsed items belonged to the stereotype endorsement subscale, the remaining two from the discrimination experience subscale.
The index of self esteem
Table 2 illustrates the mean total score for the ISE was 36.8 (SD: 10.2; range: 12.0–60.7) and had an internal consistency of α = 0.95.
Reliability of ISMI-RA
The Cronbach’s alpha value indicating internal consistency for the total ISMI-RA was α = 0.85. The subscales ranged from α = 0.49 (stereotype endorsement) to α = 0.90 (alienation), see Table 2. All alpha values were within the accepted range for internal consistency [37, 38].
Acceptability of ISMI-RA
Fewer than 15 % of respondents scored in the bottom or top categories of the ISMI- RA total or any of the subscales (see Table 2), which demonstrates a lack of floor or ceiling effects respectively using MEF assumptions .
Feasibility of ISMI-RA
The mean time to complete the ISMI-RA was 8 min, which is considered an acceptable duration. Twenty six out of 28 items contained no missing data, for the remaining two items, one participant’s data was missing.
A Pearson’s correlation revealed a significant, positive correlation between the total ISMI-RA score and the ISE score (r = 0.58, p < 0.01). Significant, positive correlations were also found between the ISE and all ISMI-RA subscales: stereotype endorsement and the ISE (r = 0.48, p < 0.01); alienation and the ISE (r = 0.48, p < 0.01); discrimination experience and the ISE (r = 0.48, p < 0.01) and social withdrawal and the ISE (r = 0.48, p < 0.01).
Confirmatory factor analysis
The path diagram with factor loading (standard regression weights) is displayed in Fig. 1. All manifest variables (rectangles in Fig. 1) were found to be good indicators of the latent factor (internalised stigma, displayed as an oval in Fig. 1), weights ranged from 0.63 to 0.96, all p values were <0.001. The overall model had a chi-square value of 11.2 (df = 2), p = 0.004.
However, the goodness-of-fit test was significant, which does not support the fit between our hypothesised model and the data. On the other hand, the GFI provided support for model fit (0.91) but the RMSEA did not (0.29).
Similar to previous studies that have modified the ISMI for leprosy, HIV/AIDS and inflammatory bowel disease [21–23], we have found that the modified version of the ISMI is probably acceptable for use in patients with a diagnosis of Rheumatoid Arthritis: all Cronbach’s alpha’s were acceptable; there were no floor or ceiling effects; the duration of administration of the measure was feasible; concurrent validity was found with self-esteem; discriminant validity was found with a lack of association with gender. Although concurrent validity was assessed with a measure of self- esteem, we are confident that because of the direction of scoring with the ISE, that this provides the positive association required for establishing concurrent validity. With regards to the second aim, the CFA provided some support that the subscales were indices of one factor, the latent construct, internalised stigma even though not all the goodness of fit measures supported the model. As a CFA usually assumes multidimensionality, and self stigma has been suggested to be a construct containing different dimensions , this was an appropriate test for model fit. Finally, we wanted to explore levels of internalised stigma within an RA outpatient population. The results showed that 25 % of the group displayed severe or moderate levels of internalised stigma and a further 49 % displayed a mild level. This was a higher proportion than our prediction that internalised stigma would be present in around 30 % of this RA group. Additionally, the mean scores of the total ISMI-RA were comparable to previous studies that explored levels of internalised stigma in HIV/AIDS, leprosy and mental illness [22, 40]. Our results support previous findings, that suggest that people with a long term health diagnosis experience stigma and discrimination [13–16], and that people diagnosed with RA specifically encounter stigma and discrimination ; 20 % of participants reporting that other people had discriminated against them, and 17 % feeling patronized because of their RA.
We expected stereotype endorsement to be a key feature in the profile of the ISMI-RA results, as this has been theorized to be a major component of internalised stigma, [12, 41, 42]. However, the mean score for the stereotype endorsement subscale was 2.0, which falls within the ‘mild’ internalised stigma classification . Furthermore, this subscale had the lowest mean score. This pattern has been found in previous studies that report subscale scores, for mental illness [43, 44] and inflammatory bowel disease . Taken together, these results indicate that stereotype endorsement may not be the key component within self stigma in patients with RA. The highest subscale score in this study was alienation, which fell into the ‘moderate’ internalised stigma classification. In previous studies that focused on patients with a diagnoses of physical long-term conditions, the most endorsed subscale is usually found to be social withdrawal or alienation [23, 43, 44]. The current study supports this pattern.
The results from the current study support work conducted by Lempp and colleagues who found that having a diagnosis of RA impacted upon a person’s identity and their roles within society as well as their private lives . Relevant items such as: “having RA has spoiled my life”, “I don’t socialize as much as I used to because of my RA” and, “I cannot contribute anything to society because I have RA”, were endorsed by sizable proportions of the sample (49 %, 31 % and 18 % respectively) and suggests that an RA diagnosis can impact on several different aspects of the participants’ lives.
Strengths and limitations
This is the first study that has quantified internalised stigma in a group of people who live with early and established RA. Additionally, we have successfully modified the ISMI to extend the scale further within this patient group. The main limitation was within the CFA, with some of the fitness indices that indicated that the data was not a good fit of the model. In order to sufficiently power a CFA, it is recommended that data from at least 200 participants are analysed [45, 46]. Due to time and resource constraints, we were only able to interview 100 participants. We conclude however that due to the results of the other validation tests and the model analysis that the ISMI-RA is promising for application in a population with RA. Additionally, we would suggest that future studies assess the test-retest reliability of the ISMI-RA in order to assess for reliability of the scale over time.
Finally, all our participants were receiving care from a specialist out-patient NHS clinic in a relatively wealthy and ethnically diverse city in a high income country. Our results may therefore not be generalisable to people who receive services in middle or low income countries or do not receive any services at all. It may be reasonable to predict that these populations would report higher internalised stigma related to their RA. On the other hand, it may also be the case that in places where the treatment of RA is not as developed that people diagnosed with RA may not conceptualise it as part of their identity and therefore not experience internalised stigma  to the same degree as identified in this study. Unfortunately, we do not know how our sample differed from people who did not take part. The original ISMI was developed in a Veterans Administration hospital within the US in an outpatient clinic population with mental illness, the majority of whom were male (Ritsher et al. ). Since its inception, the ISMI has been adapted for use across a range of illnesses, languages and cultures, and has been found to be reliable and valid .
Generalization could be improved by recruiting participants from a selection of urban and rural locations. Additional measures could also be utilized to explore the effect of internalised stigma on treatment adherence, perceptions of disability and quality of life.
Patients who received a diagnosis of RA before the introduction of new treatment options such as biologics tend to have more visible deformities and therefore may experience more stigma and discrimination  and we suggest that further work needs to explore the effects of visible deformities in internalised stigma.
We would recommend that the item “people with RA should not get married” be removed from future work using the ISMI-RA as this item was not endorsed by any participant. We would also recommend a Rasch analysis be conducted on future ISMI or ISMI-RA data, in order to test for justification in adding scores to create a total.
At present, the authors are conducting a qualitative study with a subsample of the current participants to examine which aspects of internalised stigma impact on participants’ lives and identity. We hope this will also provide further validation for the use of the ISMI-RA.
Finally, the authors are also comparing a sample of patients with a diagnosis RA with a sample of people who receive care for a psychiatric illness, due to their previously confirmed experienced internalised stigma [19, 43, 44, 47–49]. It would be expected from the current and previous studies that internalised stigma related to a diagnosis of RA would exist in a comparable level to a psychiatric group and may open up new research avenues to investigate the effects of the diagnosis of other long term illnesses on identity and internalised stigma.
Application of the ISMI-RA appears to be an encouraging way of measuring internalised stigma in this group. More research is required to improve the generalisability of these findings and to compare RA internalised stigma levels to other long term physical and/or mental illnesses groups.
ISMI, internalized stigma of mental illness scale; ISMI-RA, internalised stigma of mental illness scale, Rheumatoid Arthritis version; RA, Rheumatoid Arthritis
Scott DL, Wolfe F, Huizinga TWJ. Rheumatoid arthritis. Lancet. 2010;376:1094–108.
Symmons D, Turner G, Webb R, Asten P, Barrett E, Lunt M, et al. The prevalence of rheumatoid arthritis in the United Kingdom: new estimates for a new century. Rheumatology (Oxford). 2002;41:793–800.
Alamanos Y, Drosos AA. Epidemiology of adult rheumatoid arthritis. Autoimmun Rev. 2005;4:130–6.
Lempp H, Scott D, Kingsley G. The personal impact of rheumatoid arthritis on patients’ identity: a qualitative study. Chronic Illn. 2006;2:109–20.
Humphreys JH, Verstappen SMM, Hyrich KL, Chipping JR, Marshall T, Symmons DPM. The incidence of rheumatoid arthritis in the UK: comparisons using the 2010 ACR/EULAR classification criteria and the 1987 ACR classification criteria. Results from the Norfolk Arthritis Register. Ann Rheum Dis. 2013;72:1315–20.
Abdel-Nasser AM, Rasker JJ, Valkenburg HA. Epidemiological and clinical aspects relating to the variability of rheumatoid arthritis. Semin Arthritis Rheum. 1997;27:123–40.
Doran MF, Pond GR, Crowson CS, O’Fallon WM, Gabriel SE. Trends in incidence and mortality in rheumatoid arthritis in Rochester, Minnesota, over a forty-year period. Arthritis Rheum. 2002;46:625–31.
Gabriel SE, Crowson CS, Kremers HM, Doran MF, Turesson C, O’Fallon WM, et al. Survival in rheumatoid arthritis: A population-based analysis of trends over 40 years. Arthritis Rheum. 2003;48:54–8.
Wolfe F, Mitchell DM, Sibley JT, Fries JF, Bloch DA, Williams CA, et al. The mortality of rheumatoid arthritis. Arthritis Rheum. 1994;37:481–94.
Looper KJ, Kirmayer LJ. Perceived stigma in functional somatic syndromes and comparable medical conditions. J Psychosom Res. 2004;57:373–8.
Thornicroft G. Shunned: Discrimination against People with Mental Illness. Oxford: Oxford University Press; 2006.
Corrigan PW, Watson AC, Barr L. The self-stigma of mental illness: Implications for self-esteem and self-efficacy. J Soc Clin Psychol. 2006;25:875–84.
Heijnders M, Van Der Meij S. The fight against stigma: an overview of stigma-reduction strategies and interventions. Psychol Health Med. 2006;11:353–63.
Earnshaw VA, Quinn DM. The impact of stigma in healthcare on people living with chronic illnesses. J Health Psychol. 2012;17:157–68.
Quinn DM, Earnshaw VA. Understanding Concealable Stigmatized Identities: The Role of Identity in Psychological, Physical, and Behavioral Outcomes. Soc Issues Policy Rev. 2011;5:160–90.
Mak WWS, Poon CYM, Pun LYK, Cheung SF. Meta-analysis of stigma and mental health. Soc Sci Med. 2007;65:245–61.
Shiloh S, Heruti I, Berkovitz T. Attitudes toward people with disabilities caused by illness or injury: beyond physical impairment. Int J Rehabil Res. 2011;34:321–9.
Mak WWS, Mo PKH, Cheung RYM, Woo J, Cheung FM, Lee D. Comparative stigma of HIV/AIDS, SARS, and Tuberculosis in Hong Kong. Soc Sci Med. 2006;63:1912–22.
Ritsher JB, Otilingam PG, Grajales M. Internalized stigma of mental illness: psychometric properties of a new measure. Psychiatry Res. 2003;121:31–49.
Boyd JE, Adler EP, Otilingam PG, Peters T. Internalized Stigma of Mental Illness (ISMI) scale: a multinational review. Compr Psychiatry. 2014;55:221–31.
Rensen C, Bandyopadhyay S, Gopal PK, Van Brakel WH. Measuring leprosy-related stigma - a pilot study to validate a toolkit of instruments. Disabil Rehabil. 2011;33:711–9.
Stevelink SAM, van Brakel WH, Augustine V. Stigma and social participation in Southern India: Differences and commonalities among persons affected by leprosy and persons living with HIV/AIDS. Psychol Heal Med. 2011;16:695–707.
Taft T, Ballou S, Keefer L. A Preliminary Evaluation of Internalized Stigma and Stigma Resistance in Inflammatory Bowel Disease. J Health Psychol. 2012;4:541–60.
McGlone J, Gillespie J, Lee K, Pohlmann-Eden B, Sadler RM. Measuring perceived stigma in adults with epilepsy: Where does resilience fit? Epilepsia. (C) International League Against Epilepsy. Boston, MA: Blackwell Publishing Inc, vol. 50; 2009. p. 267–8.
West ML, Yanos PT, Smith SM, Roe D, Lysaker PH. Prevalence of Internalized Stigma among Persons with Severe Mental Illness. Stigma Res Action. 2011.
Barney LJ, Griffiths KM, Jorm AF, Christensen H. Stigma about depression and its impact on help-seeking intentions. Aust N Z J Psychiatry. 2006;40:51–4.
Fung KMT, Tsang HWH, Corrigan PW. Self-stigma of people with schizophrenia as predictor of their adherence to psychosocial treatment. Psychiatr Rehabil J. 2008;32:95–104.
Chang C-C, Wu T-H, Chen C-Y, Wang J-D, Lin C-Y. Psychometric evaluation of the internalized stigma of mental illness scale for patients with mental illnesses: measurement invariance across time. PLoS One. 2014;9:e98767.
Lysaker PH, Roe D, Yanos PT. Toward understanding the insight paradox: Internalized stigma moderates the association between insight and social functioning, hope, and self-esteem among people with schizophrenia spectrum disorders. Schizophr Bull. 2007;33:192–9.
Arnett FC, Edworthy SM, Bloch DA, Mcshane DJ, Fries JF, Cooper NS, et al. The american rheumatism association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum. 1988;31:315–24.
Aletaha D, Neogi T, Silman AJ, Funovits J, Felson DT, Bingham CO, et al. Rheumatoid arthritis classification criteria: an American College of Rheumatology/European League Against Rheumatism collaborative initiative. Arthritis Rheum. 2010;62:2569–81.
Brohan E, Slade M, Clement S, Thornicroft G. Experiences of mental illness stigma, prejudice and discrimination: a review of measures. BMC Health Serv. Res. 2010;10:80
Abell N, Jones BL, Hudson WW. Revalidation of the Index of Self-Esteem. Soc Work Res Abstr. 1984;20:11–6.
Brohan E, Clement S, Rose D, Sartorius N, Slade M, Thornicroft G. Development and psychometric evaluation of the Discrimination and Stigma Scale (DISC). Psychiatry Res. 2013;208:33–40.
Lamping D, Schroter S. The Community-Acquired Pneumonia Symptom QuestionnaireA New, Patient-Based Outcome Measure To Evaluate Symptoms in Patients With Community-Acquired. Chest. 2002;122:920–9.
Albright JJ, Park HM. Confirmatory Factor Analysis using Amos, LISREL, Mplus, SAS/STAT CALIS. 2009. Working paper. Univ. Inf. Technol. Serv. Cent. Stat. Math. Coumputing, Indiana Univ.
DeVellis RF. Scale Development: Theory and Applications. Appl Soc Res Methods Ser. Los Angeles: Sage Publications Inc; 2003.
Kline P. The handbook of psychological testing (2nd ed.). Handb Psychol Test (2nd ed). London: Routledge; 1993.
Boyd JE, Otilingam PG, Deforge BR. Brief version of the Internalized Stigma of Mental Illness (ISMI) scale: psychometric properties and relationship to depression, self esteem, recovery orientation, empowerment, and perceived devaluation and discrimination. Psychiatr Rehabil J. 2014;37:17–23.
Brohan E, Elgie R, Sartorius N, Thornicroft G, Grp GA-ES. Self-stigma, empowerment and perceived discrimination among people with schizophrenia in 14 European countries: The GAMIAN-Europe study. Schizophr Res. 2010;122:232–8.
Corrigan PW, Rafacz J, Ruesch N. Examining a progressive model of self-stigma and its impact on people with serious mental illness. Psychiatry Res. 2011;189:339–43.
Corrigan PW, Watson AC. The paradox of self-stigma and mental illness. Clin Psychol Pract. 2002;9:35–53.
Drapalski AL, Lucksted A, Perrin P, Aakre J, Brown H, DeForge B, et al. A Model of Internalized Stigma and Its Effects on People With Mental Illness. Psychiatr Serv. 2013;64:264–9.
Brohan E, Gauci D, Sartorius N, Thornicroft G, Grp GA-ES. Self-stigma, empowerment and perceived discrimination among people with bipolar disorder or depression in 13 European countries: The GAMIAN-Europe study. J Affect Disord. 2011;129:56–63.
Myers ND, Ahn S, Jin Y. Sample Size and Power Estimates for a Confirmatory Factor Analytic Model in Exercise and Sport : A Monte Carlo Approach. Res Q Exerc Sport. 2011;82:412–23.
Whitley E, Ball J. Statistics review 4 : Sample size calculations. Crit Care. 2002;4:335–41.
Boyd Ritsher J, Phelan JC, Ritsher JB. Internalized stigma predicts erosion of morale among psychiatric outpatients. Psychiatry Res. 2004;129:257–65.
Drapalski A, Murray-Swank A, Lucksted A, Goldberg R, Ritsher JB, Forbes C, et al. Internalized stigma and discrimination among individuals with serious mental illness. Schizophr Bull. 2007;33:587.
Yanos PT, Lysaker PH, Roe D. Internalized stigma as a barrier to improvement in vocational functioning among people with schizophrenia-spectrum disorders. Psychiatry Res. 2010;178:211–3.
The authors would like to thank all participants that took part in this study. Additionally, we would like to thank the clinic staff at the hospital sites. We would also like to acknowledge Jennifer Boyd, Poorni Otilingam and Monica Grajales for permission to use the ISMI. Open access for this article was funded by King’s College London.
Availability of data and materials
Data will not be shared as consent for this was not obtained from participants.
EC and JSLB conceived and designed the study. EC performed the statistical analysis. All authors contributed to the writing of the manuscript. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Consent to publish
Ethics approval and consent to participate
The study was approved by the Research Ethics Committee (South West London REC 3, (reference number: 10/H0803/140). All participants gave informed consent in writing.
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Corker, E., Henderson, R.C., Lempp, H. et al. Internalised stigma in people with rheumatoid arthritis: a cross sectional study to establish the psychometric properties of the ISMI-RA. BMC Musculoskelet Disord 17, 244 (2016). https://doi.org/10.1186/s12891-016-1089-5
- Internalised stigma
- Rheumatoid Arthritis