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Difficulties in activities of daily living are associated with stigma in patients with Parkinson’s disease who are candidates for deep brain stimulation

Abstract

Objective:

Parkinson’s disease (PD) is often accompanied by stigma, which could contribute to a worse prognosis. The objective of this study is to identify the variables associated with stigma in PD patients who are candidates for deep brain stimulation (DBS).

Methods:

We investigated sociodemographic and clinical variables associated with stigma in a sample of 54 PD patients indicated for DBS. The independent variables were motor symptoms assessed by the Movement Disorder Society‐sponsored revision of the Unified Parkinson Disease Rating Scale (MDS-UPDRS III), depressive symptoms measured by the Hospital Anxiety and Depression Scale, age, disease duration and the presence of a general medical condition. The Mobility, Activities of daily living and Emotional well-being domains of the 39-item Parkinson’s Disease Questionnaire (PDQ-39) were also investigated as independent variables, and the Stigma domain of the PDQ-39 scale was considered the outcome variable.

Results:

After multiple linear regression analysis, activities of daily living remained associated with the Stigma domain (B = 0.42 [95%CI 0.003-0.83], p = 0.048). The full model accounted for 15% of the variance in the Stigma domain (p = 0.03).

Conclusions:

Although causal assumptions are not appropriate for cross-sectional studies, the results suggest that ADL difficulties could contribute to greater stigma in PD patients with refractory motor symptoms who are candidates for DBS.

Activities of daily living; depressive symptoms; Parkinson’s disease; quality of life; stigma


Introduction

Parkinson’s disease (PD) is the second most common neurodegenerative disease, affecting approximately 1% of the population over 60 years of age. It is a progressive disorder of the central nervous system, characterized clinically by tremors, bradykinesia, stiffness and postural instability.11. Beitz JM. Parkinson's disease: a review. Front Biosci (Schol Ed). 2014;6:65-74. Although the diagnosis is based on motor symptoms, non-motor symptoms and psychiatric disorders, such as depression, are very prevalent.22. Reijnders JS, Ehrt U, Weber WE, Aarsland D, Leentjens AF. A systematic review of prevalence studies of depression in Parkinson's disease. Mov Disord. 2008;23:183-9.,33. Oguru M, Tachibana H, Toda K, Okuda B, Oka N. Apathy and depression in Parkinson disease. J Geriatr Psychiatry Neurol. 2010;23:35-41. Among the available drug treatments, levodopa and dopaminergic agonists are generally safe and effective.11. Beitz JM. Parkinson's disease: a review. Front Biosci (Schol Ed). 2014;6:65-74. However, some patients may exhibit motor symptoms that are refractory to drug treatment, and for these cases neurosurgical treatment can be indicated. One such treatment is deep brain stimulation (DBS), which consists of implanting electrodes, usually in the subthalamic nucleus or the internal globus pallidus.44. Diamond A, Jankovic J. The effect of deep brain stimulation on quality of life in movement disorders. J Neurol Neurosurg Psychiatry. 2005;76:1188-93.,55. Pahwa R, Factor SA, Lyons KE, Ondo WG, Gronseth G, Bronte-Stewart H, et al. Practice parameter: treatment of Parkinson disease with motor fluctuations and dyskinesia (an evidence-based review): report of the Quality Standards Subcommittee of the American Academy of Neurology. Neurology. 2006;66:983-95.

Patients with chronic neuropsychiatric diseases are likely to suffer stigma during their lifetime. Stigma arises when a person has a characteristic often considered negative by society. This negative stereotype can lead to suffering from prejudice and discrimination. When these negative public attitudes, known as social stigma, are believed by the person with an unfavorable condition, “self-stigma” occurs, which is usually associated with decreased self-esteem and self-efficacy.66. Goffman E. Stigma: notes on the management of spoiled identity. New York: Simon & Schuster Inc; 1963.,77. Shimotsu S, Horikawa N. Self-stigma in depressive patients: association of cognitive schemata, depression, and self-esteem. Asian J Psychiatr. 2016;24:125-9. Diseases such as PD and depression are often accompanied by stigma.88. Tickle-Degnen L, Zebrowitz LA, Ma HI. Culture, gender and health care stigma: practitioners' response to facial masking experienced by people with Parkinson's disease. Soc Sci Med. 2011;73:95-102.

9. Moore SM, Knowles Sr. Beliefs and knowledge about Parkinson's disease. E J Appl Psychol. 2006;2:15-21.

10. Hermanns M. The invisible and visible stigmatization of Parkinson's disease. J Am Assoc Nurse Pract. 2013;25:563-6.

11. Alonso J, Buron A, Rojas-Farreras S, de Graaf R, Haro JM, de Girolamo G, et al. Perceived stigma among individuals with common mental disorders. J Affect Disord. 2009;118:180-6.
-1212. Crisp AH, Gelder MG, Rix S, Meltzer HI, Rowlands OJ. Stigmatisation of people with mental illnesses. Br J Psychiatry. 2000;177:4-7. A study evaluating public opinion about PD revealed that more than half of the affected individuals would try not to reveal their diagnosis if they had the disease.99. Moore SM, Knowles Sr. Beliefs and knowledge about Parkinson's disease. E J Appl Psychol. 2006;2:15-21. Another qualitative study found that stigma from PD was prevalent in all its participants, who reported feelings of isolation and attempting to mask their symptoms.1010. Hermanns M. The invisible and visible stigmatization of Parkinson's disease. J Am Assoc Nurse Pract. 2013;25:563-6. Stigma from neuropsychiatric diseases has various harmful consequences, including a delayed search for medical help, diagnosis and treatment, lower quality of life, social isolation, non-adherence to treatment and increased suicide rates.1313. Sirey JA, Bruce ML, Alexopoulos GS, Perlick DA, Raue P, Friedman SJ, et al. Perceived stigma as a predictor of treatment discontinuation in young and older outpatients with depression. Am J Psychiatry. 2001;158:479-81.

14. Corrigan P. How stigma interferes with mental health care. Am Psychol. 2004;59:614-25.

15. Schomerus G, Evans-Lacko S, Rusch N, Mojtabai R, Angermeyer MC, Thornicroft G. Collective levels of stigma and national suicide rates in 25 European countries. Epidemiol Psychiatr Sci. 2015;24:166-71.
-1616. Leaffer EB, Hesdorffer DC, Begley C. Psychosocial and sociodemographic associates of felt stigma in epilepsy. Epilepsy Behav. 2014;37:104-9. Thus, studying variables associated with stigma might help health professionals find ways to intervene and reduce it.

The objective of this study was to identify variables associated with self-stigma in PD patients who are candidates for DBS, a population that presents motor symptoms that are generally more severe or refractory to drug treatment. Our hypothesis was that depressive symptoms would be associated with increased stigma in PD patients, regardless of the intensity of motor symptoms.

Methods

This cross-sectional study was conducted at the Hospital Governador Celso Ramos in Florianópolis, Santa Catarina state, Brazil, from February 2014 to September 2015.

Participants

Patients diagnosed with PD according to the clinical criteria of the Queen Square Brain Bank1717. Hughes AJ, Daniel SE, Kilford L, Lees AJ. Accuracy of clinical diagnosis of idiopathic Parkinson’s disease: a clinico-pathological study of 100 cases. J Neurol Neurosurg Psychiatry. 1992;55:181-4. who were candidates for DBS participated in the study. Participants were followed up at the Movement Disorders Outpatient Clinic at the Hospital Governador Celso Ramos and underwent neurological and neurosurgical screening for DBS, as well as psychiatric and quality of life assessment. The exclusion criterion was clinical diagnosis of dementia according to neurological assessment.

Quality of life assessment

The 39-item Parkinson’s Disease Questionnaire (PDQ-39)1818. Carod-Artal FJ, Martinez-Martin P, Vargas AP. Independent validation of SCOPA-psychosocial and metric properties of the PDQ-39 Brazilian version. Mov Disord. 2007;22:91-8. was used to assess quality of life. The PDQ-39 is a validated and widely used scale for assessing health-related quality of life in PD patients.1919. Peto V, Jenkinson C, Fitzpatrick R, Greenhall R. The development and validation of a short measure of functioning and well being for individuals with Parkinson's disease. Qual Life Res. 1995;4:241-8. This scale has eight domains (Mobility, Activities of daily living [ADL], Emotional well-being, Stigma, Social support, Cognition, Communication and Bodily discomfort). The scores range from 0 to 100, with higher scores indicating poorer quality of life. The Stigma domain consists of the following questions: “Due to Parkinson’s Disease, how many times during the past month have you: 1) Felt you had to hide the disease from other people? 2) Avoided situations that involved eating or drinking in public? 3) Felt embarrassed in public? 4) Felt concerned about other people's reactions to you?” Each question is scored from zero (never) to four (always). These questions go hand in hand with the concept of self-stigma, that is, when the patient agrees with, adheres to and self-applies stereotypes, reducing self-efficacy and self-esteem.2020. Jacoby A. Felt versus enacted stigma: a concept revisited. Evidence from a study of people with epilepsy in remission. Soc Sci Med. 1994;38:269-74.

Neurological evaluation

PD motor symptoms were assessed using the Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS III), with all patients on their regular medication.2121. Fahn S, Elton RL, Members of the UPDRS Committee. Unified Parkinson's Disease Rating Scale. In: Fahn S, Marsden CD, Goldstein M, Calne DB, editors. Recent developments in Parkinson's disease. Florham Park: MacMillan Health Care; 1987. p. 153-63. The disease stage was evaluated using the Hoehn & Yahr2222. Hoehn MM, Yahr MD. Parkinsonism: onset, progression and mortality. Neurology. 1967;17:427-42. scale.

Psychiatric evaluation

The diagnostic evaluation was performed according to the Structured Clinical Interview for Diagnostic and Statistical Manual of Mental Disorders, 4th edition, Axis I Disorders (SCID-I).2323. First M, Spitzer R, Gibbon M, Williams J. Structured clinical interview for DSM-IV Axis I disorders, Clinical Version (SCID-CV). Washington: Americam Psychiatric Press Inc; 1996. Anxiety and depression symptoms were quantified with the Hospital Anxiety and Depression Scale (HADS),2424. Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67:361-70. an instrument used to evaluate depression and anxiety in patients with general medical conditions, including PD. All questionnaires had been previously translated into and validated for Portuguese. Due to the low education level of the sample, the HADS and PDQ-39 scales were not self-administered. The patients’ general medical condition was assessed by asking whether they had been diagnosed with any disease according to a medical evaluation.

Based on the literature and the investigators’ clinical experience, the independent variables included in the analysis were age,2525. Salazar RD, Weizenbaum E, Ellis TD, Earhart GM, Ford MP, Dibble LE, et al. Predictors of self-perceived stigma in Parkinson's disease. Parkinsonism Relat Disord. 2019;60:76-80. disease duration, the presence of a general medical condition,2626. Ablon J. The nature of stigma and medical conditions. Epilepsy Behav. 2002;3:2-9. MDS‐UPDRS III score,2727. Maffoni M, Giardini A, Pierobon A, Ferrazzoli D, Frazzitta G. Stigma experienced by Parkinson's disease patients: a descriptive review of qualitative studies. Parkinsons Dis. 2017;2017:7203259. doi: http:/10.1155/2017/7203259.
http:/10.1155/2017/7203259...
HADS depression subscale score2525. Salazar RD, Weizenbaum E, Ellis TD, Earhart GM, Ford MP, Dibble LE, et al. Predictors of self-perceived stigma in Parkinson's disease. Parkinsonism Relat Disord. 2019;60:76-80. and the PDQ-39 domains of mobility, ADL2727. Maffoni M, Giardini A, Pierobon A, Ferrazzoli D, Frazzitta G. Stigma experienced by Parkinson's disease patients: a descriptive review of qualitative studies. Parkinsons Dis. 2017;2017:7203259. doi: http:/10.1155/2017/7203259.
http:/10.1155/2017/7203259...
and emotional well-being. The outcome variable was the PDQ-39 Stigma domain score.

Data analysis

Continuous variables were described as means and standard deviations (SD) or median and interquartile range according to the parametric or non-parametric data distribution, respectively. Categorical variables were described as absolute numbers and frequencies.

The Kolmogorov-Smirnov test was used to test the null hypothesis of parametric distribution in the Stigma domain score. The association between each of the independent variables and the outcome was analyzed using simple linear regression. Independent variables associated with the outcome that had a p-value less than or equal to 0.20 were included in a multiple linear regression model. In the final model, p-values less than 0.05 were considered statistically significant.

Ethics statement

This study is part of a research project approved by the medical ethics committees of Hospital Governador Celso Ramos and the Universidade Federal de Santa Catarina and follows the guidelines of the Code of Ethics of the World Medical Association (Declaration of Helsinki).2828. World Medical Association. World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA. 2013;310:2191-4. An informed consent form was signed by all participants.

Results

In the study period, 54 patients whose neurological examinations indicated DBS treatment underwent psychiatric evaluation. The sample was mostly male (63%), married (70.4%) and had a mean age of 58±7.4 (SD) years. Half of the sample had less than four years of education. The mean duration of the disease was 14.1 years±6.2 (SD) years (Table 1).

Table 1
General characteristics of Parkinson’s disease patients indicated for deep brain stimulation

Approximately 15% of the sample was diagnosed with a major depressive episode, and more than 40% had some general medical condition (Table 1), with systemic arterial hypertension, dyslipidemia and diabetes mellitus being the most prevalent (22%, 11% and 9.3%, respectively) (Table 2).

Table 2
Medical conditions reported by Parkinson’s disease patients indicated for deep brain stimulation

According to the Kolmogorov-Smirnov normality test, the distribution of stigma scores failed to reject the null hypothesis of normal distribution (p = 0.15). In the univariate analysis, scores in the ADL and emotional well-being domains were significantly associated with the Stigma domain score. HADS depression subscale scores, Mobility domain scores and age showed association trends (Table 3). In the multiple regression analysis (Table 4), only the ADL domain score was independently associated with the outcome (for each increase of one unit in the ADL subdomain score, there was an increase of 0.42 in the Stigma domain). As already mentioned, for both the ADL and stigma domains, higher scores indicate poorer performance. The full model accounted for 15% of the variance in Stigma domain (p = 0.03). The regression standardized residual from the multiple linear regression analysis followed normal distribution according to the Kolmogorov-Smirnov normality test (p = 0.58). We conducted multicollinearity analysis in the regression model to ensure that the contribution of each aspect of quality of life was independent. The fact that the variance inflation factor was below 2.5 and the condition index was lower than 30 indicates weak multicollinearity.2929. Belsley DA. Conditioning diagnostics, collinearity and weak data in regression first ed. Statistics WSiPa, editor. New York: Wiley-Interscience; 1991.,3030. Norman GP, Streiner DL. Multiple regression. In: Streiner N, editor. Biostatistics the bare essentials. 3th ed. Beijing: People's Medical Publishing House; 2008.

Table 3
Simple linear regression analysis between independent variables and the Stigma domain of the 39-item Parkinson’s Disease Questionnaire (PDQ-39) scale in Parkinson’s disease patients indicated for deep brain stimulation
Table 4
Multiple linear regression model showing variables independently associated with the Stigma domain of the 39-item Parkinson’s Disease Questionnaire (PDQ-39) scale

Discussion

In this study, greater difficulty in ADL was independently associated with higher self-stigma. In contrast with our hypothesis and other studies, depressive symptoms were not associated with greater stigma in a multiple linear regression model.

In a study of 150 individuals with PD,33. Oguru M, Tachibana H, Toda K, Okuda B, Oka N. Apathy and depression in Parkinson disease. J Geriatr Psychiatry Neurol. 2010;23:35-41. symptoms of apathy and depression were significantly associated with stigma. Another study showed that stigma was a determinant of depression, which was a predictor of the quality of life.3131. Schrag A, Jahanshahi M, Quinn NP. What contributes to depression in Parkinson's disease? Psychol Med. 2001;31:65-73. Ma et al.,3232. Ma HI, Saint-Hilaire M, Thomas CA, Tickle-Degnen L. Stigma as a key determinant of health-related quality of life in Parkinson's disease. Qual Life Res. 2016;25:3037-45. in a study of PD patients, found that those with more depressive symptoms reported more stigma, especially self-stigma, which appears to be of greater and more direct importance in quality of life than social stigma. Our sample likely diverged from these results due to its relatively low level of depressive symptoms, since approximately 70% of the patients scored up to nine on the HADS depression subscale, whose suggested cut-off for a major depressive episode is 10/11.3333. Torbey E, Pachana NA, Dissanayaka NN. Depression rating scales in Parkinson's disease: a critical review updating recent literature. J Affect Disord. 2015;184:216-24. In addition, the PD patient profile in our study differed from most studies, i.e., it was more symptomatic and refractory to drug treatment.

The ADL domain shows how individuals with PD see their own limitations in their daily lives. In our study, this perception was significantly associated with self-stigma. Although causality cannot be determined from cross-sectional studies, the results suggest that when patients perceive greater difficulty in their daily activities, self-depreciation could increase. Such a relationship was also found by Ma et al.3232. Ma HI, Saint-Hilaire M, Thomas CA, Tickle-Degnen L. Stigma as a key determinant of health-related quality of life in Parkinson's disease. Qual Life Res. 2016;25:3037-45. We found no association between stigma and scoring on the MDS-UPDRS III scale, which evaluates motor difficulties objectively using a third evaluator, which demonstrates the importance of patient self-perception. Thus, although motor symptoms, which had been objectively assessed by a neurologist, were not associated with patient self-stigma, patient perception of difficulties with daily activities was associated with self-stigma, independently of depressive symptoms or other characteristics of the disease.

The findings of this study may not be comparable to those of others due to differences in methodology, criteria and definitions. Moreover, the samples could be differentiated at a sociocultural level. Stigma is inherent in sociocultural interference; populations interpret the symptoms of each disease in different ways (i.e., diverse beliefs about family inheritance, neurobiology, social factors and even personality traits),66. Goffman E. Stigma: notes on the management of spoiled identity. New York: Simon & Schuster Inc; 1963.,88. Tickle-Degnen L, Zebrowitz LA, Ma HI. Culture, gender and health care stigma: practitioners' response to facial masking experienced by people with Parkinson's disease. Soc Sci Med. 2011;73:95-102.,99. Moore SM, Knowles Sr. Beliefs and knowledge about Parkinson's disease. E J Appl Psychol. 2006;2:15-21. leading to different forms and degrees of what could be considered stigmatization. Our sample also differed from a number of studies due to our sample’s lower education and longer disease duration.33. Oguru M, Tachibana H, Toda K, Okuda B, Oka N. Apathy and depression in Parkinson disease. J Geriatr Psychiatry Neurol. 2010;23:35-41.,3131. Schrag A, Jahanshahi M, Quinn NP. What contributes to depression in Parkinson's disease? Psychol Med. 2001;31:65-73.,3232. Ma HI, Saint-Hilaire M, Thomas CA, Tickle-Degnen L. Stigma as a key determinant of health-related quality of life in Parkinson's disease. Qual Life Res. 2016;25:3037-45.

Non-pharmacological and non-surgical interventions can be effective in treating the physical and psychological symptoms of PD patients. In a case control study3434. Nascimento CM, Ayan C, Cancela JM, Gobbi LT, Gobbi S, Stella F. Effect of a multimodal exercise program on sleep disturbances and instrumental activities of daily living performance on Parkinson's and Alzheimer's disease patients. Geriatr Gerontol Int. 2014;14:259-66. in which a protocol of easily executed physical activities with low social and economic cost was performed, there was improvement in ADL performance in both PD and Alzheimer’s patients. Other studies incorporating dance and martial arts,3535. McNeely ME, Duncan RP, Earhart GM. Impacts of dance on non-motor symptoms, participation, and quality of life in Parkinson disease and healthy older adults. Maturitas. 2015;82:336-41.,3636. Choi HJ. Effects of therapeutic Tai chi on functional fitness and activities of daily living in patients with Parkinson disease. J Exerc Rehabil. 2016;12:499-503. such as Tai Chi, have found improvement in motor symptoms, muscle strength, balance, some aspects of cognition and ADL, which could contribute to increase feelings of independence despite the disease. In another study,99. Moore SM, Knowles Sr. Beliefs and knowledge about Parkinson's disease. E J Appl Psychol. 2006;2:15-21. more than 50% of the population reported substantial concern about becoming dependent on others if they had PD. Relatively simple environmental interventions can benefit patients with PD in the sense of understanding and facing their true limitations, socializing in similar groups and increasing their self-satisfaction and independence in ADL, which could help reduce self-stigma. Measures to combat stigma are international research priorities.3737. Wykes T, Haro JM, Belli SR, Obradors-Tarrago C, Arango C, Ayuso-Mateos JL, et al. Mental health research priorities for Europe. Lancet Psychiatry. 2015;2:1036-42.

Among the limitations of this study, it is important to emphasize its cross-sectional design, which does not allow for inferences about causal relationships between independent variables and outcomes. In addition, the sample consisted of more severely affected patients, which could limit generalization of the findings to other populations. Finally, since the measures of ADL and stigma are both domains of the PDQ-39, multicollinearity could be an issue, although the analysis suggested that the contribution of each aspect to quality of life was independent. Further studies with other validated instruments for measuring activities of daily living and stigma are necessary.

Difficulties in ADL were associated with greater stigma in patients with PD refractory to drug treatment, regardless of depressive symptoms or objectively measured motor symptoms. Since self-stigma is associated with impairments, such as treatment noncompliance and even suicide risk,1515. Schomerus G, Evans-Lacko S, Rusch N, Mojtabai R, Angermeyer MC, Thornicroft G. Collective levels of stigma and national suicide rates in 25 European countries. Epidemiol Psychiatr Sci. 2015;24:166-71. environmental interventions that facilitate the day-to-day lives of patients could help them cope better with the limitations of their disease, possibly reducing self-deprecating feelings that could contribute to worse prognosis.

Acknowledgements

This study was supported by the PRONEX Program (Programa de Núcleos de Excelência – NENASC Project) of the Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina (FAPESC), and the Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq), Santa Catarina, Brazil (56802/2010). RW is a CNPq research fellow.

We are grateful for the contribution of all the participants and their relatives to this study.

References

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    Beitz JM. Parkinson's disease: a review. Front Biosci (Schol Ed). 2014;6:65-74.
  • 2
    Reijnders JS, Ehrt U, Weber WE, Aarsland D, Leentjens AF. A systematic review of prevalence studies of depression in Parkinson's disease. Mov Disord. 2008;23:183-9.
  • 3
    Oguru M, Tachibana H, Toda K, Okuda B, Oka N. Apathy and depression in Parkinson disease. J Geriatr Psychiatry Neurol. 2010;23:35-41.
  • 4
    Diamond A, Jankovic J. The effect of deep brain stimulation on quality of life in movement disorders. J Neurol Neurosurg Psychiatry. 2005;76:1188-93.
  • 5
    Pahwa R, Factor SA, Lyons KE, Ondo WG, Gronseth G, Bronte-Stewart H, et al. Practice parameter: treatment of Parkinson disease with motor fluctuations and dyskinesia (an evidence-based review): report of the Quality Standards Subcommittee of the American Academy of Neurology. Neurology. 2006;66:983-95.
  • 6
    Goffman E. Stigma: notes on the management of spoiled identity. New York: Simon & Schuster Inc; 1963.
  • 7
    Shimotsu S, Horikawa N. Self-stigma in depressive patients: association of cognitive schemata, depression, and self-esteem. Asian J Psychiatr. 2016;24:125-9.
  • 8
    Tickle-Degnen L, Zebrowitz LA, Ma HI. Culture, gender and health care stigma: practitioners' response to facial masking experienced by people with Parkinson's disease. Soc Sci Med. 2011;73:95-102.
  • 9
    Moore SM, Knowles Sr. Beliefs and knowledge about Parkinson's disease. E J Appl Psychol. 2006;2:15-21.
  • 10
    Hermanns M. The invisible and visible stigmatization of Parkinson's disease. J Am Assoc Nurse Pract. 2013;25:563-6.
  • 11
    Alonso J, Buron A, Rojas-Farreras S, de Graaf R, Haro JM, de Girolamo G, et al. Perceived stigma among individuals with common mental disorders. J Affect Disord. 2009;118:180-6.
  • 12
    Crisp AH, Gelder MG, Rix S, Meltzer HI, Rowlands OJ. Stigmatisation of people with mental illnesses. Br J Psychiatry. 2000;177:4-7.
  • 13
    Sirey JA, Bruce ML, Alexopoulos GS, Perlick DA, Raue P, Friedman SJ, et al. Perceived stigma as a predictor of treatment discontinuation in young and older outpatients with depression. Am J Psychiatry. 2001;158:479-81.
  • 14
    Corrigan P. How stigma interferes with mental health care. Am Psychol. 2004;59:614-25.
  • 15
    Schomerus G, Evans-Lacko S, Rusch N, Mojtabai R, Angermeyer MC, Thornicroft G. Collective levels of stigma and national suicide rates in 25 European countries. Epidemiol Psychiatr Sci. 2015;24:166-71.
  • 16
    Leaffer EB, Hesdorffer DC, Begley C. Psychosocial and sociodemographic associates of felt stigma in epilepsy. Epilepsy Behav. 2014;37:104-9.
  • 17
    Hughes AJ, Daniel SE, Kilford L, Lees AJ. Accuracy of clinical diagnosis of idiopathic Parkinson’s disease: a clinico-pathological study of 100 cases. J Neurol Neurosurg Psychiatry. 1992;55:181-4.
  • 18
    Carod-Artal FJ, Martinez-Martin P, Vargas AP. Independent validation of SCOPA-psychosocial and metric properties of the PDQ-39 Brazilian version. Mov Disord. 2007;22:91-8.
  • 19
    Peto V, Jenkinson C, Fitzpatrick R, Greenhall R. The development and validation of a short measure of functioning and well being for individuals with Parkinson's disease. Qual Life Res. 1995;4:241-8.
  • 20
    Jacoby A. Felt versus enacted stigma: a concept revisited. Evidence from a study of people with epilepsy in remission. Soc Sci Med. 1994;38:269-74.
  • 21
    Fahn S, Elton RL, Members of the UPDRS Committee. Unified Parkinson's Disease Rating Scale. In: Fahn S, Marsden CD, Goldstein M, Calne DB, editors. Recent developments in Parkinson's disease. Florham Park: MacMillan Health Care; 1987. p. 153-63.
  • 22
    Hoehn MM, Yahr MD. Parkinsonism: onset, progression and mortality. Neurology. 1967;17:427-42.
  • 23
    First M, Spitzer R, Gibbon M, Williams J. Structured clinical interview for DSM-IV Axis I disorders, Clinical Version (SCID-CV). Washington: Americam Psychiatric Press Inc; 1996.
  • 24
    Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67:361-70.
  • 25
    Salazar RD, Weizenbaum E, Ellis TD, Earhart GM, Ford MP, Dibble LE, et al. Predictors of self-perceived stigma in Parkinson's disease. Parkinsonism Relat Disord. 2019;60:76-80.
  • 26
    Ablon J. The nature of stigma and medical conditions. Epilepsy Behav. 2002;3:2-9.
  • 27
    Maffoni M, Giardini A, Pierobon A, Ferrazzoli D, Frazzitta G. Stigma experienced by Parkinson's disease patients: a descriptive review of qualitative studies. Parkinsons Dis. 2017;2017:7203259. doi: http:/10.1155/2017/7203259
    » http:/10.1155/2017/7203259
  • 28
    World Medical Association. World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA. 2013;310:2191-4.
  • 29
    Belsley DA. Conditioning diagnostics, collinearity and weak data in regression first ed. Statistics WSiPa, editor. New York: Wiley-Interscience; 1991.
  • 30
    Norman GP, Streiner DL. Multiple regression. In: Streiner N, editor. Biostatistics the bare essentials. 3th ed. Beijing: People's Medical Publishing House; 2008.
  • 31
    Schrag A, Jahanshahi M, Quinn NP. What contributes to depression in Parkinson's disease? Psychol Med. 2001;31:65-73.
  • 32
    Ma HI, Saint-Hilaire M, Thomas CA, Tickle-Degnen L. Stigma as a key determinant of health-related quality of life in Parkinson's disease. Qual Life Res. 2016;25:3037-45.
  • 33
    Torbey E, Pachana NA, Dissanayaka NN. Depression rating scales in Parkinson's disease: a critical review updating recent literature. J Affect Disord. 2015;184:216-24.
  • 34
    Nascimento CM, Ayan C, Cancela JM, Gobbi LT, Gobbi S, Stella F. Effect of a multimodal exercise program on sleep disturbances and instrumental activities of daily living performance on Parkinson's and Alzheimer's disease patients. Geriatr Gerontol Int. 2014;14:259-66.
  • 35
    McNeely ME, Duncan RP, Earhart GM. Impacts of dance on non-motor symptoms, participation, and quality of life in Parkinson disease and healthy older adults. Maturitas. 2015;82:336-41.
  • 36
    Choi HJ. Effects of therapeutic Tai chi on functional fitness and activities of daily living in patients with Parkinson disease. J Exerc Rehabil. 2016;12:499-503.
  • 37
    Wykes T, Haro JM, Belli SR, Obradors-Tarrago C, Arango C, Ayuso-Mateos JL, et al. Mental health research priorities for Europe. Lancet Psychiatry. 2015;2:1036-42.

Publication Dates

  • Publication in this collection
    05 Aug 2019
  • Date of issue
    Mar-Apr 2020

History

  • Received
    13 Nov 2018
  • Accepted
    8 June 2019
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