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Featured researches published by Shen-Ing Liu.


Comprehensive Psychiatry | 2011

Validation of Patient Health Questionnaire for depression screening among primary care patients in Taiwan

Shen-Ing Liu; Zai-Ting Yeh; Hui-Chun Huang; Fang-Ju Sun; Jin-Jin Tjung; Lee-Ching Hwang; Yang-Hsien Shih; Andrew Wei-Chiang Yeh

PURPOSE The aim of this study was to determine the reliability and validity of a Chinese version of the Patient Health Questionnaire (PHQ-9) for the purpose of screening major depressive disorder (MDD) among primary care patients in Taiwan. METHOD A total of 1954 primary care patients completed the PHQ-9. Patients (n = 1532) were interviewed using the Schedule for Clinical Assessments in Neuropsychiatry and 17-item of Hamilton Rating Scale. Subsample cases were retested within 2 weeks. RESULTS The PHQ-9 had a good internal consistency (α = .80) and test-retest reliability (intraclass correlation coefficient = 0.87). A principal component factor analysis yielded 1-factor structure, which accounted for a total of 42.0% of the variance. The PHQ-9 was significantly correlated with the external validators such as the 17-item of Hamilton Rating Scale and the Short Form of the Quality of Life Enjoyment and Satisfaction Questionnaire (P < .001). Using the Schedule for Clinical Assessments in Neuropsychiatry interview as the criterion standard, a PHQ-9 score of 10 or higher had a sensitivity of 0.86 and a specificity of 0.94 for recognizing MDD. The screening accuracy of the 2 items version, PHQ-2, was also satisfactory (scores ≥ 2: sensitivity 0.88; specificity 0.82). The single-question screen, PHQ-1 (depressed mood), was 78% sensitive and 93% specific for detecting MDD (score ≥ 2). CONCLUSION The PHQ-9 and its 2 subscales, PHQ-2 and PHQ-1, seem reliable and valid for detecting MDD among Chinese primary care patients.


Addiction | 2011

Randomized controlled trial of a brief intervention for unhealthy alcohol use in hospitalized Taiwanese men.

Shen-Ing Liu; Shu-I Wu; Su-Chiu Chen; Hui-Chun Huang; Fang-Ju Sun; Chun-Kai Fang; Chien-Chi Hsu; Chiu-Ron Huang; Hsiao-Mei Yeh; Shou-Chuan Shih

AIMS To evaluate the effectiveness of a brief intervention in hospitalized Taiwanese men to reduce unhealthy alcohol consumption. DESIGN Randomized controlled trial. SETTING Medical/surgical wards of a medical centre in Taipei, Taiwan. PARTICIPANTS Of 3669 consecutive adult male in-patients, 616 were identified as unhealthy alcohol users (>14 drinks/week) and assigned randomly to either usual care (n = 308) or a brief intervention (n = 308). MEASUREMENTS Primary outcomes were changes in alcohol consumption at 4, 9 and 12 months, including self-reported weekly alcohol consumption, drinking days and heavy drinking episodes assessed by 7-day time-line follow-back. Secondary outcomes were (i) self-reported alcohol problems, (ii) health-care utilization (hospital days and emergency department visits), (iii) self-reported seeking of speciality treatment for alcohol problems and (iv) 3-month Quick Drinking Screen. FINDINGS Based on intention-to-treat analyses, the intervention group consumed significantly less alcohol than the control group among both unhealthy drinkers and the subgroup of alcohol-dependent participants over 12 months, on both 7-day and 3-month assessments. Adjunctive analyses of only those who completed all assessments found that total drinks consumed did not remain significant. Significantly more participants with alcohol use disorders in the intervention than in the control group (8.3%, 19 of 230 versus 2.1%, four of 189) consulted specialists by 12 months (P = 0.01). However, alcohol-related problems and health-care utilization did not differ significantly in the two groups during follow-up. CONCLUSIONS Data from Taiwan confirm that brief in-hospital intervention can result in a reduction in alcohol intake by men who drink heavily or are diagnosed with an alcohol use disorder.


Alcohol and Alcoholism | 2008

Validation and Comparison of Alcohol-Screening Instruments for Identifying Hazardous Drinking in Hospitalized Patients in Taiwan

Shu-I Wu; Hui-Chun Huang; Shen-Ing Liu; Chiu-Rong Huang; Fang-Ju Sun; Tse-Yun Chang; Shou-Chuan Shih; Kuo-Shyang Jeng

AIM The aim of this study was to validate the Mandarin Chinese version of different screening instruments and compare their performances for identifying hazardous drinkers in Taiwan. METHODS We compared the performance of the Mandarin Chinese versions of AUDIT, AUDIT-C (AUDIT items 1, 2 and 3), AUDIT-4 (AUDIT items 1, 2, 3 and 10), AUDIT-3 (AUDIT item 3), TWEAK, SMAST and CAGE to detect hazardous drinking in hospitalized patients in Taiwan. The results of the test instruments were blindly compared with the reference standard Schedule for Clinical Assessments in Neuropsychiatry (SCAN). RESULTS Of 404 patients evaluated, 100 were identified as having a hazardous drinking pattern. All screening instruments showed acceptable sensitivities (ranging from 85 to 93%) and specificities (ranging from 72 to 92%), but AUDIT and its short forms performed consistently better than the other instruments. CONCLUSIONS The Mandarin Chinese versions of AUDIT and its derivatives perform well in screening hospitalized Taiwanese patients for hazardous drinking.


Psychological Medicine | 2002

The prevalence of psychiatric morbidity and its associated factors in general health care in Taiwan

Shen-Ing Liu; Martin Prince; Bob Blizard; Anthony Mann

BACKGROUND This paper reports the prevalence, disability, sociodemographic and clinical association of psychiatric morbidity among attenders in general health care in Taiwan where, as in the rest of non-Western countries, few studies have been carried out. METHODS A cross-sectional survey with a two-phase design was carried out at out-patient clinics of three health stations and a general hospital. RESULTS A total of 990 patients completed the brief screen in the first phase, 486 of whom completed the independent assessment in the second phase. The proportion of screening positives was 46.0% and the weighted prevalence of definite psychiatric disorder was 38.2%. Common mental disorders were associated with female gender and unemployment. Housewives, students and patients with higher educational attainment were at lower risk of having alcohol use disorders. Patients with common mental disorders were more likely to present with psychological complaints, to attribute their illness to psychosocial causes and to perceive their mental and physical health as poor. Psychiatric morbidity was associated with excess life events. Common mental disorders, particularly depressive disorders, were significantly associated with self-reported disability. CONCLUSIONS Psychiatric morbidity is a major health problem in general health care in Taiwan. Physicians should be aware of these health problems.


The American Journal of Clinical Nutrition | 2012

Associations between n−3 PUFA concentrations and cognitive function after recovery from late-life depression

Chih-Chiang Chiu; Sophia Frangou; Ching-Jui Chang; Wei-Che Chiu; Hsing‐Cheng Liu; I-Wen Sun; Shen-Ing Liu; Mong-Liang Lu; Chun-Hsin Chen; Shih Yi Huang; Michael Dewey; Robert Stewart

BACKGROUND Lower concentrations of n-3 PUFAs have been reported to be associated with cognitive impairment and dementia, but also with depression-itself a potential risk factor for cognitive decline. OBJECTIVE The aims of this study were to investigate associations between n-3 PUFA concentrations in erythrocyte membrane or plasma and cognitive function in an at-risk sample of older people with previous major depression and to explore specificity with respect to cognitive domains. DESIGN A cross-sectional sample of 132 eligible participants who had recovered from major depression (mean ± SD age: 67.8 ± 6.6 y) were enrolled from outpatient psychiatric services. A series of cognitive tests and a structured questionnaire were administered. Fasting blood samples were collected for n-3 PUFA measurements. RESULTS Higher EPA and total n-3 PUFA concentrations and a lower ratio of arachidonic acid to EPA in erythrocyte membranes were associated with a higher cognitive composite score: independent of age and sex, but no longer significant after adjustment for education. No associations were found with plasma concentrations of any fatty acid. Considering individual cognitive tests, the strongest and most consistent correlations were found between immediate recall and concentrations of total n-3 PUFAs and α-linolenic acid (ALA) in erythrocytes, which were observed only in participants with recurrent depression. CONCLUSIONS Total erythrocyte n-3 PUFA concentrations are positively associated with cognitive function, particularly immediate recall, in older people with previous depression. Lower concentrations of n-3 PUFAs or ALA in erythrocyte membranes may be good predictors for cognitive impairment in older people with previous recurrent depression.


Psychosomatic Medicine | 2013

Diagnostic procedures, revascularization, and inpatient mortality after acute myocardial infarction in patients with schizophrenia and bipolar disorder.

Shu-I Wu; Su-Chiu Chen; Jimmy J.M. Juang; Chun-Kai Fang; Shen-Ing Liu; Fang-Ju Sun; Kai-Liang Kao; Michael Dewey; Martin Prince; Robert Stewart

Objective To investigate inpatient mortality and the use of invasive diagnostic and revascularization procedures after acute myocardial infarction (AMI) in people with schizophrenia and bipolar disorder. Methods A case-control study was nested within the first AMI episodes between 1996 and 2007 using nationwide data. Participants with schizophrenia or bipolar disorder were compared with a random sample of all other adults without severe mental illness. Inpatient mortality and receipt of cardiac catheterization, coronary arteriography, percutaneous transluminal coronary angioplasty, and coronary artery bypass graft were compared in logistic regression models after adjusting for demographic and health status, hospital type, and AMI complications. Results A total of 3361 adult patients who had incident AMI between 1996 and 2007 were identified. Patients with schizophrenia and bipolar disorder (n = 834; 24.8%) had a significantly decreased likelihood of catheterization (12.2% and 14.0%, respectively) and revascularization (9.0% and 12.8%, respectively) during the index AMI episode compared with controls (27.9% of whom received catheterization and 23.9% of whom received revascularizations). Inpatient mortality remained 2.68 times the rate in patients with schizophrenia (95% confidence interval = 1.73–4.15; p < .001) compared with controls after adjusting for intervention receipt among other covariates, but mortality was not significantly raised in patients with bipolar disorder. Conclusions In a large national sample and in the context of a comprehensive free health service, patients with schizophrenia and bipolar disorder were substantially disadvantaged, being half as likely to receive catheterization or revascularization procedures after AMI. Further research is required to clarify the reasons for this.


Journal of Affective Disorders | 2012

Associations of polyunsaturated fatty acids with residual depression or anxiety in older people with major depression

Ayesha Jadoon; Chih-Chiang Chiu; Lindsay McDermott; Philip Cunningham; Sophia Frangou; Ching-Jui Chang; I-Wen Sun; Shen-Ing Liu; Mong-Liang Lu; Kuan-Pin Su; Shih Yi Huang; Robert Stewart

BACKGROUNDS Depression in late life often follows a chronic course with residual depressive and anxiety symptoms. Levels of omega-3 polyunsaturated fatty acids (PUFAs) have been found to be depleted in people with major depression in the acute stage. Additionally, lower omega-3 PUFA levels have been suggested to be associated with anxiety. The aim of this study was to investigate whether PUFAs levels (omega-3 or omega-6) are correlated with residual depressive or anxiety symptoms in older people with previous depression. METHODS Participants aged 60 years or over with previous major depression in remission were enrolled from outpatient psychiatric services of four hospitals. Participants with residual depressive symptoms were defined as the Hamilton Depression Rating Scale (HDRS) scores>5, and those with anxiety were defined as sum of scores for the two anxiety subscale of HDRS≧2. The levels of fatty acids in erythrocyte membranes and in plasma were measured separately by gas chromatography. RESULTS One hundred and thirty two older people with previous major depression (mean age of 68 years, range 60-86 years) were analyzed. Erythrocyte membrane linoleic acid levels had a curvilinear association with depressive symptoms and anxiety symptoms. Plasma linoleic acid levels were found to have a negative linear relationship with depressive symptoms. No significant associations were found between any omega-3 fatty acid level and depressive or anxiety symptoms. CONCLUSION Linoleic acid levels may be a possible biomarker for residual depression and anxiety in older people with previous depression. Possible clinical applications need further investigation.


General Hospital Psychiatry | 2011

The impact of quality and quantity of social support on help-seeking behavior prior to deliberate self-harm

Chia-Yi Wu; Robert Stewart; Hui-Chun Huang; Martin Prince; Shen-Ing Liu

OBJECTIVE Little is known about use of formal or informal help-seeking resources prior to deliberate self-harm (DSH) outside Western settings. The aim of the study was to investigate help-seeking behavior and correlates of this prior to self-harm in an East Asian setting. METHODS Over a year period, consecutive attendees at a general hospital emergency room in Taiwan with DSH were asked about prior medical contact and informal help-seeking in the month prior to DSH. Self-reported social support/network was measured using the Close Persons Questionnaire. RESULTS The mean age of the 209 participants was 35.2 years (S.D.=13.3), with three times more women (75.6%) than men. Nearly half had made medical contact (47.1%) or sought informal help (54.1%) within the month prior to DSH. After adjustment, higher level of confiding and practical support were associated with seeking informal help (odds ratio [OR] 1.14, 95% confidence interval [CI] 1.06-1.23; OR 1.17, 95% CI 1.04-1.32, respectively). Prior medical contact was negatively associated with higher social network outside the home (OR 0.91, 95% CI 0.85-0.98). CONCLUSION Social support/network potentially modifies help-seeking behavior prior to DSH. Quality rather than quantity of social support was associated with seeking informal support, with the reverse pattern associated with prior medical contact.


Quality of Life Research | 2014

Validity and reliability of the Chinese version of the Short Form of Quality of Life Enjoyment and Satisfaction Questionnaire (Q-LES-Q-SF)

Yun-Tse Lee; Shen-Ing Liu; Hui-Chun Huang; Fang-Ju Sun; Chiu-Ron Huang; Albert Yeung

PurposeThe Short Form version of the Quality of Life Enjoyment and Satisfaction Questionnaire (Q-LES-Q-SF) was designed to measure patients’ subjective experience of enjoyment and satisfaction. However, it had not yet been validated for Chinese societies. This paper reports on the validation of the Chinese version of the Q-LES-Q-SF among primary care patients in Taiwan.MethodsThe study included adult patients in primary care clinics. The participants completed the Q-LES-Q-SF, the Patient Health Questionnaire, and the Short Form Health Survey. After that, the trained researchers interviewed the patients using the mood module of the Schedules for Clinical Assessment in Neuropsychiatry and the 17-item Hamilton Rating Scale for Depression. A subsample of participants was reassessed with Q-LES-Q-SF within a 2-week interval.ResultsA total of 1,482 patients completed the Q-LES-Q-SF. The content validity was good, with no significant floor/ceiling effect. The internal consistency of the Q-LES-Q-SF proved to be substantial as well as the test–retest reliability. The factor structure was examined by exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). The EFA yielded a 2-factor structure, which was confirmed by a CFA with acceptable fit indices. Known-group validity of the Q-LES-Q-SF was satisfactory in distinguishing patients with and without depression, according to hierarchical regression analyses. Evidence of concurrent validity was provided for the Q-LES-Q-SF, and its two subscales identified significant correlations with other measures.ConclusionThe Chinese Q-LES-Q-SF was shown to have adequate validity and reliability. It may be a useful tool to measure patients’ quality of life in Chinese societies.


Applied Soft Computing | 2014

Hybrid intelligent methods for arrhythmia detection and geriatric depression diagnosis

Yo-Ping Huang; Chao-Ying Huang; Shen-Ing Liu

Due to the pressure from work load and daily life, there is an increase in geriatric depression and arrhythmia population. However, some people may not notice or have no idea about the symptom of depression and arrhythmia. More research input is needed to diagnose severity of depression and arrhythmia at an early stage. To help users examine their physical fitness and mental health condition before outpatient service, we apply data mining strategy to discover association rules from responded questionnaire, including geriatric depression, BAI, ASRM, and PSQI. To obtain informative analytical results, multitudes of simulations are performed on 25,000 data stored in our database. We also propose an effective heartbeat monitoring ECG real-time detection system for homecare service, which uses the ECG sensors and a wireless sensor network technology to detect the subjects heartbeats and their variations. In addition, the MIT-BIH database is used to analyze arrhythmia. A fuzzy model is proposed to discriminate between normal heartbeats and arrhythmia. Experimental results show that an average accuracy of 95.42% is achieved by the proposed system. This evidence verifies that the hybrid intelligent model is effective in medical related applications.

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Fang-Ju Sun

Mackay Memorial Hospital

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Hui-Chun Huang

Mackay Memorial Hospital

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Yo-Ping Huang

National Taipei University of Technology

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Shu-I Wu

Mackay Memorial Hospital

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Chun-Kai Fang

Mackay Memorial Hospital

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Chiu-Ron Huang

Mackay Memorial Hospital

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Chien-Chi Hsu

Mackay Memorial Hospital

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I-Wen Sun

Mackay Memorial Hospital

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Jin-Jin Tjung

Mackay Memorial Hospital

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