Abstract
Objectives
The objective of this study was to identify which environmental factors are the most responsible for the disability experienced by persons with mental disorders and whether they differ (1) from those in cardiovascular diseases, chronic respiratory conditions, diabetes, and cancer, and (2) depending on the capacity level-a proxy for the impact of health conditions on the health state of individuals.
Methods
Nationally representative data from 12,265 adults in Chile collected in 2015 with the WHO Model Disability Survey was analyzed.
Results
The availability of personal assistance, frequency of receiving personal assistance, and assistive devices for mobility were the most important environmental factors across mental and other non-communicable diseases. Perception of discrimination and use of health services were also prominent factors. There was a huge overlap between the factors found relevant for mental and other non-communicable diseases, but a substantial variability depending on the intensity of difficulties in capacity.
Conclusions
This study challenges the appropriateness of disease-specific approaches and suggests that considering intrinsic capacity levels is more informative than focusing on diagnosis alone when comparing needs and barriers that affect the performance in daily life of specific groups of individuals.
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References
Alonso J et al (2007) Population level of unmet need for mental healthcare in Europe. Br J Psychiatry 190:299–306. https://doi.org/10.1192/bjp.bp.106.022004
Alonso J, Chatterji S, He Y (2013) The burdens of mental disorders: global perspectives from the WHO World Mental Health Surveys. Cambridge University Press, Cambridge
Bloom DE, Cafiero E, Jané-Llopis E, Abrahams-Gessel S, Bloom LR, Fathima S, Feigl AB, Gaziano T, Hamandi A, Mowafi M, O’Farrell D (2011) The global economic burden of non-communicable diseases. World Economic Forum, Geneva
Bostan C, Oberhauser C, Stucki G, Bickenbach J, Cieza A (2015) Which environmental factors are associated with lived health when controlling for biological health?—A multilevel analysis. BMC Public Health 15:508. https://doi.org/10.1186/s12889-015-1834-y
Breiman L (2001) Machine learning. Netherlands, Vol 45
Campion J, Bhugra D, Bailey S, Marmot M (2013) Inequality and mental disorders: opportunities for action. Lancet 382:183
Chatterji S, Byles J, Cutler D, Seeman T, Verdes E (2015) Health, functioning, and disability in older adults—present status and future implications. Lancet 385:563–575
Cieza A et al (2015) Understanding the impact of brain disorders: towards a ‘horizontal epidemiology’ of psychosocial difficulties and their determinants. PLoS One 10:e0136271. https://doi.org/10.1371/journal.pone.0136271
Demyttenaere K et al (2004) Prevalence, severity, and unmet need for treatment of mental disorders in the World Health Organization World Mental Health Surveys. JAMA 291:2581–2590. https://doi.org/10.1001/jama.291.21.2581
Farrelly S et al (2014) Anticipated and experienced discrimination amongst people with schizophrenia, bipolar disorder and major depressive disorder: a cross sectional study. BMC Psychiatry 14:157. https://doi.org/10.1186/1471-244X-14-157
Harvey PD, Strassnig M (2012) Predicting the severity of everyday functional disability in people with schizophrenia: cognitive deficits, functional capacity, symptoms, and health status. World Psychiatry 11:73–79
Hothorn T, Buhlmann P, Dudoit S, Molinaro A, van der Laan MJ (2006) Survival ensembles. Biostatistics 7:355–373. https://doi.org/10.1093/biostatistics/kxj011
IBM Corp (2012) IBM SPSS Statistics for Windows, Version 21.0. IBM Corp, Armonk, NY
Kessler RC et al (2005) Prevalence and treatment of mental disorders, 1990 to 2003. N Engl J Med 352:2515–2523. https://doi.org/10.1056/NEJMsa043266
Lewis TT, Williams DR, Tamene M, Clark CR (2014) Self-reported experiences of discrimination and cardiovascular diseas. Curr Cardiovasc Risk Rep 8:365. https://doi.org/10.1007/s12170-013-0365-2
Loidl V, Oberhauser C, Ballert C, Coenen M, Cieza A, Sabariego C (2016) Which environmental factors have the highest impact on the performance of people experiencing difficulties in capacity? Int J Environ Res Public Health. https://doi.org/10.3390/ijerph13040416
Ministerio de Desarrollo Social (2016) Informe Metodológico: Marco de Referencia Conceptual, Diseño del Instrumento y Medición de la discapacidad en la población adulta (18 años y más). http://www.senadis.gob.cl/pag/306/1570/publicaciones. Accessed 11 July 2017
Missoni E, Solimano G (2010) Towards Universal health coverage: the Chilean experience world health report. World Health Organization
Olomu AB, Corser WD, Stommel M, **e Y, Holmes-Rovner M (2012) Do self-report and medical record comorbidity data predict longitudinal functional capacity and quality of life health outcomes similarly? BMC Health Serv Res 12:398
Patel V, Kleinman A (2003) Poverty and common mental disorders in develo** countries. Bull World Health Organ 81:609–615
Prince M, Patel V, Saxena S, Maj M, Maselko J, Phillips MR, Rahman A (2007) No health without mental health. Lancet 370:859–877. https://doi.org/10.1016/S0140-6736(07)61238-0
R Core Team (2015) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. http://www.R-project.org/
Rytsala HJ, Melartin TK, Leskela US, Lestela-Mielonen PS, Sokero TP, Isometsa ET (2006) Determinants of functional disability and social adjustment in major depressive disorder: a prospective study. J Nerv Ment Dis 194:570–576. https://doi.org/10.1097/01.nmd.0000230394.21345.c4
Sabariego C et al (2015a) Determinants of psychosocial difficulties experienced by persons with brain disorders: towards a ‘horizontal epidemiology’ approach. PLoS One 10:e0141322
Sabariego C et al (2015b) Measuring disability: Comparing the impact of two data collection approaches on disability rates. Int J Environ Res Public Health 12:10329–10351
Sangha O, Stucki G, Liang MH, Fossel AH, Katz JN (2003) The self-administered comorbidity questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 49:156–163. https://doi.org/10.1002/art.10993
Thornicroft G, Rose D, Mehta N (2010) Discrimination against people with mental illness: what can psychiatrists do? Adv Psychiatr Treat 16(1):53–59. https://doi.org/10.1192/aptbp107004481
Vos T et al (2013) Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380:2163–2196
Vos T et al (2016) Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet 388:1545–1602
Wang PS, Lane M, Olfson M, Pincus HA, Wells KB, Kessler RC (2005) Twelve-month use of mental health services in the United States: results from the National Comorbidity Survey Replication. Arch Gen Psychiatry 62:629–640. https://doi.org/10.1001/archpsyc.62.6.629
World Health Organization (2001) International classification of functioning, disability and health (ICF). World Health Organization, Geneva
World Health Organization (2014a) Social determinants of mental health. World Health Organization, Geneva
World Health Organization (2014b) WHO global disability action plan 2014–2021. World Health Organization, Geneva
World Health Organization (2014c) Global status report on noncommunicable diseases 2014. World Health Organization, Geneva
World Health Organization (2017) Mental health, human rights & legislation. A global human rights emergency in mental health. World Health Organization. http://www.who.int/mental_health/policy/legislation/en/. Accessed 7 July 2017
Acknowledgements
The authors would like to thank Ms. Laura Marques for her assistance in the statistical analyses.
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Alarcos Cieza and Somnath Chatterji: The views expressed in this manuscript are those of the authors and do not necessarily represent views or policies of the World Health Organization.
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Kamenov, K., Cabello, M., Ballert, C.S. et al. What makes the difference in people’s lives when they have a mental disorder?. Int J Public Health 63, 57–67 (2018). https://doi.org/10.1007/s00038-017-1047-5
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DOI: https://doi.org/10.1007/s00038-017-1047-5