Skip to main content
Top
Published in: International Journal of Mental Health Systems 1/2018

Open Access 01-12-2018 | Research

Construct validity and reliability of the Test Your Memory Chinese version in older neurology outpatient attendees

Authors: Xuemei Li, Shengfa Zhang, Jinsui Zhang, Jingru Zhu, Huan He, Yurong Zhang, Weijun Zhang, Donghua Tian

Published in: International Journal of Mental Health Systems | Issue 1/2018

Login to get access

Abstract

Background

Early distinguishing the cognitive impairment from healthy population is crucial to delay the progression of mild cognitive impairment (MCI) and Alzheimer disease (AD). Test Your Memory (TYM) has been proved to be a valid and reliable screening instrument for AD and MCI. This study aimed to develop a culturally appropriate and functional Standard Mandarin Chinese translation of the TYM, and to evaluate its reliability and validity in detecting AD and MCI in Chinese.

Methods

182 subjects with AD/MCI and 55 healthy controls were recruited to participate in this study, and everyone undergo the test of Standard Mandarin Chinese version of the TYM (TYM-CN), Mini-mental State Examination (MMSE), Montreal cognitive assessment (MoCA-BJ), and Clinical Dementia Rating (CDR) Scale. Concurrently, all the subjects with AD/MCI received the general physical and neurologic examinations, extensive laboratory tests, and brain computed tomography/magnetic resonance imaging (MRI). Of which, 90 subjects were asked to complete the re-test of TYM-CN at 3 weeks after the initial visit. Intra-class correlation coefficient (ICC) and Cronbach’s alpha was used to assess the test–retest reliability and the internal consistency. The validity, sensitivity and specificity were also analyzed. One-way analysis of variance, χ2 test, correlation analysis, and receiver operating characteristic curve (ROC) analysis were employed, as needed.

Results

The total scores of TYM-CN was 43.89 ± 3.44, 40.88 ± 4.38, and 29.12 ± 7.44 (p < 0.01) for healthy controls group, MCI group, and AD group, respectively. The ICC for 11 items of TYM-CN ranged from 0.863 (copying) to 0.994 (anterograde), and that of the total scale was 0.993, suggesting an excellent reliability. Furthermore, the significant correlation was also found between TYM-CN and MMSE (r = 0.76), MoCA-BJ (r = 0.74), and CDR scores (r = 0.76), indicating a good validity. A TYM-CN scores ≤ 39.5 had 95% sensitivity and 95% specificity in differentiating AD from healthy controls, and that ≤ 43.5 had 75% sensitivity and 91% specificity in distinguishing MCI from healthy controls, respectively.

Conclusion

The reliability and validity of the TYM-CN are statistically acceptable for the evaluation of cognitive impairment, which may contribute to neuropsychological tests for the diagnosis of AD and MCI from healthy controls in China.
Literature
1.
go back to reference Junfang X, Wang J, Wimo A, Fratiglioni L, Fratiglioni L, Qiu C. The economic burden of dementia in China, 1990–2030: implications for health policy. Bull World Health Organ. 2017;95:18–26.CrossRef Junfang X, Wang J, Wimo A, Fratiglioni L, Fratiglioni L, Qiu C. The economic burden of dementia in China, 1990–2030: implications for health policy. Bull World Health Organ. 2017;95:18–26.CrossRef
2.
go back to reference Prince M, Bryce R, Albanese E, Wimo A, Ribeiro W, Ferri CP. The global prevalence of dementia: a systematic review and metaanalysis. Alzheimers Dement. 2013;9(63–75):e62. Prince M, Bryce R, Albanese E, Wimo A, Ribeiro W, Ferri CP. The global prevalence of dementia: a systematic review and metaanalysis. Alzheimers Dement. 2013;9(63–75):e62.
3.
go back to reference Zhang Y, Xu Y, Nie H, Lei T, Wu Y, Zhang L, Zhang M. Prevalence of dementia and major dementia subtypes in the Chinese populations: a meta-analysis of dementia prevalence surveys, 1980-2010. J Clin Neurosci. 2012;19:1333–7.CrossRef Zhang Y, Xu Y, Nie H, Lei T, Wu Y, Zhang L, Zhang M. Prevalence of dementia and major dementia subtypes in the Chinese populations: a meta-analysis of dementia prevalence surveys, 1980-2010. J Clin Neurosci. 2012;19:1333–7.CrossRef
4.
go back to reference Chan KY, Wang W, Wu JJ, Liu L, Theodoratou E, Car J, Middleton L, Russ TC, Deary IJ, Campbell H, et al. Epidemiology of Alzheimer’s disease and other forms of dementia in China, 1990–2010: a systematic review and analysis. Lancet. 2013;381:2016–23.CrossRef Chan KY, Wang W, Wu JJ, Liu L, Theodoratou E, Car J, Middleton L, Russ TC, Deary IJ, Campbell H, et al. Epidemiology of Alzheimer’s disease and other forms of dementia in China, 1990–2010: a systematic review and analysis. Lancet. 2013;381:2016–23.CrossRef
5.
go back to reference Jia J, Wang F, Wei C, Zhou A, Jia X, Li F, Tang M, Chu L, Zhou Y, Zhou C, et al. The prevalence of dementia in urban and rural areas of China. Alzheimers Dement. 2014;10:1–9.CrossRef Jia J, Wang F, Wei C, Zhou A, Jia X, Li F, Tang M, Chu L, Zhou Y, Zhou C, et al. The prevalence of dementia in urban and rural areas of China. Alzheimers Dement. 2014;10:1–9.CrossRef
6.
go back to reference Alzheimer’s Disease International (ADI). World Alzheimer Report 2009: the Global Prevalence of Dementia. London: Alzheimer’s Disease International; 2009. Alzheimer’s Disease International (ADI). World Alzheimer Report 2009: the Global Prevalence of Dementia. London: Alzheimer’s Disease International; 2009.
7.
go back to reference Yanhong O, Chandra M, Venkatesh D. Mild cognitive impairment in adult: a neuropsychological review. Ann Indian Acad Neurol. 2013;16:310–8.CrossRef Yanhong O, Chandra M, Venkatesh D. Mild cognitive impairment in adult: a neuropsychological review. Ann Indian Acad Neurol. 2013;16:310–8.CrossRef
8.
go back to reference Petersen RC, Roberts RO, Knopman DS, Geda YE, Cha RH, Pankratz VS, Boeve BF, Tangalos EG, Ivnik RJ, Rocca WA. Prevalence of mild cognitive impairment is higher in men. The Mayo Clinic Study of Aging. Neurology. 2010;75:889–97.CrossRef Petersen RC, Roberts RO, Knopman DS, Geda YE, Cha RH, Pankratz VS, Boeve BF, Tangalos EG, Ivnik RJ, Rocca WA. Prevalence of mild cognitive impairment is higher in men. The Mayo Clinic Study of Aging. Neurology. 2010;75:889–97.CrossRef
9.
go back to reference Brown J, Pengas G, Dawson K, Brown LA, Clatworthy P. Self administered cognitive screening test (TYM) for detection of Alzheimer’s disease: cross sectional study. BMJ. 2009;338:b2030.CrossRef Brown J, Pengas G, Dawson K, Brown LA, Clatworthy P. Self administered cognitive screening test (TYM) for detection of Alzheimer’s disease: cross sectional study. BMJ. 2009;338:b2030.CrossRef
10.
go back to reference Department of Health. Living well with dementia: a national dementia strategy. London: Department of Health; 2009. Department of Health. Living well with dementia: a national dementia strategy. London: Department of Health; 2009.
11.
go back to reference (NICE) NIfHaCE. Dementia: supporting people with dementia and their carers in health and social care. London: National Institute for Health and Clinical Excellence (NICE); 2006. (NICE) NIfHaCE. Dementia: supporting people with dementia and their carers in health and social care. London: National Institute for Health and Clinical Excellence (NICE); 2006.
12.
go back to reference Bond J, Stave C, Sganga A, O’Connell B, Stanley RL. Inequalities in dementia care across Europe: key findings of the facing dementia survey. Int J Clin Pract Suppl. 2005;59:8–14.CrossRef Bond J, Stave C, Sganga A, O’Connell B, Stanley RL. Inequalities in dementia care across Europe: key findings of the facing dementia survey. Int J Clin Pract Suppl. 2005;59:8–14.CrossRef
13.
go back to reference Brown JM, Wiggins J, Dong H, Harvey R, Richardson F, Hunter K, Dawson K, Parker RA. The hard Test Your Memory. Evaluation of a short cognitive test to detect mild Alzheimer’s disease and amnestic mild cognitive impairment. Int J Geriatr Psychiatry. 2014;29:272–80.CrossRef Brown JM, Wiggins J, Dong H, Harvey R, Richardson F, Hunter K, Dawson K, Parker RA. The hard Test Your Memory. Evaluation of a short cognitive test to detect mild Alzheimer’s disease and amnestic mild cognitive impairment. Int J Geriatr Psychiatry. 2014;29:272–80.CrossRef
14.
go back to reference Hanyu H, Maezono M, Sakurai H, Kume K, Kanetaka H, Iwamoto T. Japanese version of the Test Your Memory as a screening test in a Japanese memory clinic. Psychiatry Res. 2011;190:145–8.CrossRef Hanyu H, Maezono M, Sakurai H, Kume K, Kanetaka H, Iwamoto T. Japanese version of the Test Your Memory as a screening test in a Japanese memory clinic. Psychiatry Res. 2011;190:145–8.CrossRef
15.
go back to reference Black LJ. Complimentary, sequential antifertility effects of chlormadinone and norethindrone in the rabbit: implications in progestin only fertility control. Contraception. 1975;12:189–97.CrossRef Black LJ. Complimentary, sequential antifertility effects of chlormadinone and norethindrone in the rabbit: implications in progestin only fertility control. Contraception. 1975;12:189–97.CrossRef
16.
go back to reference Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53:695–9.CrossRef Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53:695–9.CrossRef
17.
go back to reference O’Bryant SE, Humphreys JD, Smith GE, Ivnik RJ, Graff-Radford NR, Petersen RC, Lucas JA. Detecting dementia with the mini-mental state examination in highly educated individuals. Arch Neurol. 2008;65:963–7.PubMedPubMedCentral O’Bryant SE, Humphreys JD, Smith GE, Ivnik RJ, Graff-Radford NR, Petersen RC, Lucas JA. Detecting dementia with the mini-mental state examination in highly educated individuals. Arch Neurol. 2008;65:963–7.PubMedPubMedCentral
18.
go back to reference Oxford Medical Education. Cognitive function tests in dementia. Oxford: Oxford Medical Education; 2017. Oxford Medical Education. Cognitive function tests in dementia. Oxford: Oxford Medical Education; 2017.
19.
go back to reference Brown JM, Lansdall CJ, Wiggins J, Dawson KE, Hunter K, Rowe JB, Parker RA. The Test Your Memory for mild cognitive impairment (TYM-MCI). J Neurol Neurosurg Psychiatry. 2017;88:1045–51.CrossRef Brown JM, Lansdall CJ, Wiggins J, Dawson KE, Hunter K, Rowe JB, Parker RA. The Test Your Memory for mild cognitive impairment (TYM-MCI). J Neurol Neurosurg Psychiatry. 2017;88:1045–51.CrossRef
20.
go back to reference Postel-Vinay N, Hanon O, Clerson P, Brown JM, Menard J, Paillaud E, Alonso E, Pasquier F, Pariel S, Belliard S, et al. Validation of the Test Your Memory (F-TYM Test) in a French memory clinic population. Clin Neuropsychol. 2014;28:994–1007.CrossRef Postel-Vinay N, Hanon O, Clerson P, Brown JM, Menard J, Paillaud E, Alonso E, Pasquier F, Pariel S, Belliard S, et al. Validation of the Test Your Memory (F-TYM Test) in a French memory clinic population. Clin Neuropsychol. 2014;28:994–1007.CrossRef
21.
go back to reference Ferrero-Arias J, Turrion-Rojo MA. Validation of a Spanish version of the Test Your Memory. Neurologia. 2016;31:33–42.CrossRef Ferrero-Arias J, Turrion-Rojo MA. Validation of a Spanish version of the Test Your Memory. Neurologia. 2016;31:33–42.CrossRef
22.
go back to reference Munoz-Neira C, Henriquez Chaparro F, Delgado C, Brown J, Slachevsky A. Test Your Memory-Spanish version (TYM-S): a validation study of a self-administered cognitive screening test. Int J Geriatr Psychiatry. 2014;29:730–40.CrossRef Munoz-Neira C, Henriquez Chaparro F, Delgado C, Brown J, Slachevsky A. Test Your Memory-Spanish version (TYM-S): a validation study of a self-administered cognitive screening test. Int J Geriatr Psychiatry. 2014;29:730–40.CrossRef
23.
go back to reference Szczesniak D, Wojtynska R, Rymaszewska J. Test Your Memory (TYM) as a screening instrument in clinical practice—the Polish validation study. Aging Ment Health. 2013;17:863–8.CrossRef Szczesniak D, Wojtynska R, Rymaszewska J. Test Your Memory (TYM) as a screening instrument in clinical practice—the Polish validation study. Aging Ment Health. 2013;17:863–8.CrossRef
24.
25.
go back to reference Beaton DE, Bombardier C, Guillemin F, Ferraz MB. Guidelines for the process of cross-cultural adaptation of self-report measures. Spine (Phila Pa 1976). 2000;25:3186–91.CrossRef Beaton DE, Bombardier C, Guillemin F, Ferraz MB. Guidelines for the process of cross-cultural adaptation of self-report measures. Spine (Phila Pa 1976). 2000;25:3186–91.CrossRef
26.
go back to reference Suen LJ, Huang HM, Lee HH. A comparison of convenience sampling and purposive sampling. Hu Li Za Zhi. 2014;61:105–11.PubMed Suen LJ, Huang HM, Lee HH. A comparison of convenience sampling and purposive sampling. Hu Li Za Zhi. 2014;61:105–11.PubMed
27.
go back to reference MacCallum RC, Widaman KF, Zhang S, Hong S. Sample size in factor analysis. Psychol Methods. 1999;4:84–99.CrossRef MacCallum RC, Widaman KF, Zhang S, Hong S. Sample size in factor analysis. Psychol Methods. 1999;4:84–99.CrossRef
28.
go back to reference Gorsuch RL. Factor analysis. 2nd ed. Hillsdale: Lawrence Erlbaum; 1983. Gorsuch RL. Factor analysis. 2nd ed. Hillsdale: Lawrence Erlbaum; 1983.
29.
go back to reference Anthoine E, Moret L, Regnault A, Sebille V, Hardouin JB. Sample size used to validate a scale: a review of publications on newly-developed patient reported outcomes measures. Health Q Life Outcomes. 2014;12:176. Anthoine E, Moret L, Regnault A, Sebille V, Hardouin JB. Sample size used to validate a scale: a review of publications on newly-developed patient reported outcomes measures. Health Q Life Outcomes. 2014;12:176.
30.
go back to reference McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology. 1984;34:939–44.CrossRef McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology. 1984;34:939–44.CrossRef
31.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders (4th Edition) (DSM-IV-TR). Washington: American Psychiatric; 2000. American Psychiatric Association. Diagnostic and statistical manual of mental disorders (4th Edition) (DSM-IV-TR). Washington: American Psychiatric; 2000.
32.
go back to reference Petersen RC, Doody R, Kurz A, Mohs RC, Morris JC, Rabins PV, Ritchie K, Rossor M, Thal L, Winblad B. Current concepts in mild cognitive impairment. Arch Neurol. 2001;58:1985–92.CrossRef Petersen RC, Doody R, Kurz A, Mohs RC, Morris JC, Rabins PV, Ritchie K, Rossor M, Thal L, Winblad B. Current concepts in mild cognitive impairment. Arch Neurol. 2001;58:1985–92.CrossRef
33.
go back to reference Hughes CP, Berg L, Danziger WL, Coben LA, Martin RL. A new clinical scale for the staging of dementia. Br J Psychiatry. 1982;140:566–72.CrossRef Hughes CP, Berg L, Danziger WL, Coben LA, Martin RL. A new clinical scale for the staging of dementia. Br J Psychiatry. 1982;140:566–72.CrossRef
34.
go back to reference Gao Z, Wang W, Shang Y, Bai X, Wu W. Exploration of the Chinese version montreal cognitive assessment in the diagnosis of mild cognitive impairment. Chin J Health Care Med. 2011;3:225–7 (in Chinese). Gao Z, Wang W, Shang Y, Bai X, Wu W. Exploration of the Chinese version montreal cognitive assessment in the diagnosis of mild cognitive impairment. Chin J Health Care Med. 2011;3:225–7 (in Chinese).
35.
go back to reference Morris JC. The Clinical Dementia Rating (CDR): current version and scoring rules. Neurology. 1993;43:2412–4.CrossRef Morris JC. The Clinical Dementia Rating (CDR): current version and scoring rules. Neurology. 1993;43:2412–4.CrossRef
36.
go back to reference Folstein MF, Folstein SE, McHugh PR. “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12:189–98.CrossRef Folstein MF, Folstein SE, McHugh PR. “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12:189–98.CrossRef
37.
go back to reference Gao M, Yang M, Kuang W, Qiu P. Factors and validity analysis of Mini-Mental State Examination in Chinese elderly people. J Peking Univ (Health Sciences). 2015;47:443–9 (in Chinese). Gao M, Yang M, Kuang W, Qiu P. Factors and validity analysis of Mini-Mental State Examination in Chinese elderly people. J Peking Univ (Health Sciences). 2015;47:443–9 (in Chinese).
38.
go back to reference Peng D, Xu X, Liu J, Jiao Y, Zhang H, Yin J, Meng X, Xie Y, Feng K. Discussion on application of MMSE for senile dementia patients. Chin J Neuroimmunol Neurol. 2005;4:187–90 (in Chinese). Peng D, Xu X, Liu J, Jiao Y, Zhang H, Yin J, Meng X, Xie Y, Feng K. Discussion on application of MMSE for senile dementia patients. Chin J Neuroimmunol Neurol. 2005;4:187–90 (in Chinese).
39.
go back to reference Sun H, Xie Y, Zhang X, Xie H, Wu W. Items in montreal cognitive assessment. Chin J Geriatr Heart Brain Vessel Dis. 2014:387–90 (in Chinese). Sun H, Xie Y, Zhang X, Xie H, Wu W. Items in montreal cognitive assessment. Chin J Geriatr Heart Brain Vessel Dis. 2014:387–90 (in Chinese).
40.
go back to reference Xie H. Cognitive impairment and neuropsychological assessment in Alzheimer’s disease. Chin J Pract Intern Med. 2010;30(10):883–7 (in Chinese). Xie H. Cognitive impairment and neuropsychological assessment in Alzheimer’s disease. Chin J Pract Intern Med. 2010;30(10):883–7 (in Chinese).
41.
go back to reference Huang F, Wang Y, Li J, Wang L, Jiang Y, Liao S. Diagnostic value of montreal cognitive assessment for mild cognitive impairment in Chinese middle-aged adults: a meta-analysis. Chin J Evid Based Med. 2017;17(4):450–7 (in Chinese). Huang F, Wang Y, Li J, Wang L, Jiang Y, Liao S. Diagnostic value of montreal cognitive assessment for mild cognitive impairment in Chinese middle-aged adults: a meta-analysis. Chin J Evid Based Med. 2017;17(4):450–7 (in Chinese).
42.
go back to reference Nunnally JC, Bernstein IH. Psychometric theory. 3rd ed. New York: McGraw-Hill; 1994. Nunnally JC, Bernstein IH. Psychometric theory. 3rd ed. New York: McGraw-Hill; 1994.
43.
go back to reference van Schalkwyk G, Botha H, Seedat S. Comparison of 2 dementia screeners, the Test Your Memory Test and the Mini-Mental State Examination, in a primary care setting. J Geriatr Psychiatry Neurol. 2012;25:85–8.CrossRef van Schalkwyk G, Botha H, Seedat S. Comparison of 2 dementia screeners, the Test Your Memory Test and the Mini-Mental State Examination, in a primary care setting. J Geriatr Psychiatry Neurol. 2012;25:85–8.CrossRef
44.
go back to reference Papachristou E, Ramsay SE, Papacosta O, Lennon LT, Iliffe S, Whincup PH, Goya Wannamethee S. The Test Your Memory cognitive screening tool: sociodemographic and cardiometabolic risk correlates in a population-based study of older British men. Int J Geriatr Psychiatry. 2016;31:666–75.CrossRef Papachristou E, Ramsay SE, Papacosta O, Lennon LT, Iliffe S, Whincup PH, Goya Wannamethee S. The Test Your Memory cognitive screening tool: sociodemographic and cardiometabolic risk correlates in a population-based study of older British men. Int J Geriatr Psychiatry. 2016;31:666–75.CrossRef
45.
go back to reference Trzepacz PT, Hochstetler H, Wang S, Walker B, Saykin AJ, Alzheimer’s Disease Neuroimaging I. Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults. BMC Geriatr. 2015;15:107.CrossRef Trzepacz PT, Hochstetler H, Wang S, Walker B, Saykin AJ, Alzheimer’s Disease Neuroimaging I. Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults. BMC Geriatr. 2015;15:107.CrossRef
46.
go back to reference O’Caoimh R, Timmons S, Molloy DW. Screening for mild cognitive impairment: comparison of “MCI Specific” Screening Instruments. J Alzheimers Dis. 2016;51:619–29.CrossRef O’Caoimh R, Timmons S, Molloy DW. Screening for mild cognitive impairment: comparison of “MCI Specific” Screening Instruments. J Alzheimers Dis. 2016;51:619–29.CrossRef
47.
go back to reference Hoops S, Nazem S, Siderowf AD, Duda JE, Xie SX, Stern MB, Weintraub D. Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkinson disease. Neurology. 2009;73:1738–45.CrossRef Hoops S, Nazem S, Siderowf AD, Duda JE, Xie SX, Stern MB, Weintraub D. Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkinson disease. Neurology. 2009;73:1738–45.CrossRef
48.
go back to reference Freitas S, Simoes MR, Alves L, Santana I. Montreal cognitive assessment: validation study for mild cognitive impairment and Alzheimer disease. Alzheimer Dis Assoc Disord. 2013;27:37–43.CrossRef Freitas S, Simoes MR, Alves L, Santana I. Montreal cognitive assessment: validation study for mild cognitive impairment and Alzheimer disease. Alzheimer Dis Assoc Disord. 2013;27:37–43.CrossRef
49.
go back to reference Gomez F, Zunzunegui M, Lord C, Alvarado B, Garcia A. Applicability of the MoCA-S test in populations with little education in Colombia. Int J Geriatr Psychiatry. 2013;28:813–20.CrossRef Gomez F, Zunzunegui M, Lord C, Alvarado B, Garcia A. Applicability of the MoCA-S test in populations with little education in Colombia. Int J Geriatr Psychiatry. 2013;28:813–20.CrossRef
Metadata
Title
Construct validity and reliability of the Test Your Memory Chinese version in older neurology outpatient attendees
Authors
Xuemei Li
Shengfa Zhang
Jinsui Zhang
Jingru Zhu
Huan He
Yurong Zhang
Weijun Zhang
Donghua Tian
Publication date
01-12-2018
Publisher
BioMed Central
Published in
International Journal of Mental Health Systems / Issue 1/2018
Electronic ISSN: 1752-4458
DOI
https://doi.org/10.1186/s13033-018-0240-0

Other articles of this Issue 1/2018

International Journal of Mental Health Systems 1/2018 Go to the issue