A longitudinal study of the predictors of quality of life in patients with major depressive disorder utilizing a linear mixed effect model
We set out in this study to examine a longitudinal dataset using a linear mixed effects model. Our ultimate aim is to identify predictors of the quality of life (QOL) domains and items amongst patients suffering from major depressive disorders. Four categories of variables are included in our analys...
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Published in | Psychiatry research Vol. 198; no. 3; pp. 412 - 419 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
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Elsevier Ireland Ltd
15.08.2012
Elsevier |
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Online Access | Get full text |
ISSN | 0165-1781 1872-7123 1872-7123 |
DOI | 10.1016/j.psychres.2012.02.001 |
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Abstract | We set out in this study to examine a longitudinal dataset using a linear mixed effects model. Our ultimate aim is to identify predictors of the quality of life (QOL) domains and items amongst patients suffering from major depressive disorders. Four categories of variables are included in our analysis, composed of ‘personal predisposition’, ‘psychosocial’, ‘illness-related’ and ‘time’, while the outcome variables for this study are the ‘physical’, ‘psychological’, ‘social’ and ‘environmental’ domains of QOL, in conjunction with all of the items within the scale. A total of 104 subjects from an outpatient clinic of a university-affiliated hospital participated in this longitudinal study, with a one-time follow up being carried out on 70 of these subjects (67.3%) who agreed to participate in the follow-up study. The ‘severity of depression’, ‘sense of competence’ and ‘sense of mastery’, ‘use of anti-depressant medication’ and ‘environmental resources’ are found to be significant predictors of the detailed aspects of QOL. Of these, ‘symptom severity’, ‘sense of competence’ and ‘sense of mastery’ were found to occur most often. Finally, the results of the present study demonstrate that ‘illness-related’ and ‘psychosocial’ categories are capable of predicting the various QOL domains for patients suffering from depression. |
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AbstractList | We set out in this study to examine a longitudinal dataset using a linear mixed effects model. Our ultimate aim is to identify predictors of the quality of life (QOL) domains and items amongst patients suffering from major depressive disorders. Four categories of variables are included in our analysis, composed of 'personal predisposition', 'psychosocial', 'illness-related' and 'time', while the outcome variables for this study are the 'physical', 'psychological', 'social' and 'environmental' domains of QOL, in conjunction with all of the items within the scale. A total of 104 subjects from an outpatient clinic of a university-affiliated hospital participated in this longitudinal study, with a one-time follow up being carried out on 70 of these subjects (67.3%) who agreed to participate in the follow-up study. The 'severity of depression', 'sense of competence' and 'sense of mastery', 'use of anti-depressant medication' and 'environmental resources' are found to be significant predictors of the detailed aspects of QOL. Of these, 'symptom severity', 'sense of competence' and 'sense of mastery' were found to occur most often. Finally, the results of the present study demonstrate that 'illness-related' and 'psychosocial' categories are capable of predicting the various QOL domains for patients suffering from depression.We set out in this study to examine a longitudinal dataset using a linear mixed effects model. Our ultimate aim is to identify predictors of the quality of life (QOL) domains and items amongst patients suffering from major depressive disorders. Four categories of variables are included in our analysis, composed of 'personal predisposition', 'psychosocial', 'illness-related' and 'time', while the outcome variables for this study are the 'physical', 'psychological', 'social' and 'environmental' domains of QOL, in conjunction with all of the items within the scale. A total of 104 subjects from an outpatient clinic of a university-affiliated hospital participated in this longitudinal study, with a one-time follow up being carried out on 70 of these subjects (67.3%) who agreed to participate in the follow-up study. The 'severity of depression', 'sense of competence' and 'sense of mastery', 'use of anti-depressant medication' and 'environmental resources' are found to be significant predictors of the detailed aspects of QOL. Of these, 'symptom severity', 'sense of competence' and 'sense of mastery' were found to occur most often. Finally, the results of the present study demonstrate that 'illness-related' and 'psychosocial' categories are capable of predicting the various QOL domains for patients suffering from depression. We set out in this study to examine a longitudinal dataset using a linear mixed effects model. Our ultimate aim is to identify predictors of the quality of life (QOL) domains and items amongst patients suffering from major depressive disorders. Four categories of variables are included in our analysis, composed of 'personal predisposition', 'psychosocial', 'illness-related' and 'time', while the outcome variables for this study are the 'physical', 'psychological', 'social' and 'environmental' domains of QOL, in conjunction with all of the items within the scale. A total of 104 subjects from an outpatient clinic of a university-affiliated hospital participated in this longitudinal study, with a one-time follow up being carried out on 70 of these subjects (67.3%) who agreed to participate in the follow-up study. The 'severity of depression', 'sense of competence' and 'sense of mastery', 'use of anti-depressant medication' and 'environmental resources' are found to be significant predictors of the detailed aspects of QOL. Of these, 'symptom severity', 'sense of competence' and 'sense of mastery' were found to occur most often. Finally, the results of the present study demonstrate that 'illness-related' and 'psychosocial' categories are capable of predicting the various QOL domains for patients suffering from depression. Abstract We set out in this study to examine a longitudinal dataset using a linear mixed effects model. Our ultimate aim is to identify predictors of the quality of life (QOL) domains and items amongst patients suffering from major depressive disorders. Four categories of variables are included in our analysis, composed of ‘personal predisposition’, ‘psychosocial’, ‘illness-related’ and ‘time’, while the outcome variables for this study are the ‘physical’, ‘psychological’, ‘social’ and ‘environmental’ domains of QOL, in conjunction with all of the items within the scale. A total of 104 subjects from an outpatient clinic of a university-affiliated hospital participated in this longitudinal study, with a one-time follow up being carried out on 70 of these subjects (67.3%) who agreed to participate in the follow-up study. The ‘severity of depression’, ‘sense of competence’ and ‘sense of mastery’, ‘use of anti-depressant medication’ and ‘environmental resources’ are found to be significant predictors of the detailed aspects of QOL. Of these, ‘symptom severity’, ‘sense of competence’ and ‘sense of mastery’ were found to occur most often. Finally, the results of the present study demonstrate that ‘illness-related’ and ‘psychosocial’ categories are capable of predicting the various QOL domains for patients suffering from depression. |
Author | Chen, Yun-Ling Chung, Ly-Inn Pan, Ay-Woan Wang, Jung-Der Chen, Tsyr-Jang Hsiung, Ping-Chuan |
Author_xml | – sequence: 1 givenname: Ay-Woan surname: Pan fullname: Pan, Ay-Woan organization: School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan – sequence: 2 givenname: Yun-Ling surname: Chen fullname: Chen, Yun-Ling organization: School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan – sequence: 3 givenname: Ly-Inn surname: Chung fullname: Chung, Ly-Inn organization: Department of Statistics, National Taipei University, Taipei, Taiwan – sequence: 4 givenname: Jung-Der surname: Wang fullname: Wang, Jung-Der organization: Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan – sequence: 5 givenname: Tsyr-Jang surname: Chen fullname: Chen, Tsyr-Jang organization: Department of Mechanical Engineering, Lung-Hwa University of Science and Technology, Taoyuan, Taiwan – sequence: 6 givenname: Ping-Chuan surname: Hsiung fullname: Hsiung, Ping-Chuan email: pchsiung@ntu.edu.tw organization: Department of Social Work, National Taiwan University, Taipei, Taiwan |
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Keywords | Depression Longitudinal studies Mixed effects model Quality of life Mood disorder Human Follow up study Predictive factor Linear model |
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SubjectTerms | Adult and adolescent clinical studies Biological and medical sciences Depression Depressive Disorder, Major - psychology Female Humans Linear Models Longitudinal Studies Male Medical sciences Middle Aged Mixed effects model Mood disorders Outcome Assessment (Health Care) - statistics & numerical data Psychiatric Status Rating Scales - statistics & numerical data Psychiatry Psychology. Psychoanalysis. Psychiatry Psychopathology. Psychiatry Quality of life Quality of Life - psychology Taiwan |
Title | A longitudinal study of the predictors of quality of life in patients with major depressive disorder utilizing a linear mixed effect model |
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