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請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/84404
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dc.contributor.advisor陳為堅(Wei J. Chen)
dc.contributor.authorYi-Hsuan Linen
dc.contributor.author林沂萱zh_TW
dc.date.accessioned2023-03-19T22:10:33Z-
dc.date.copyright2022-03-22
dc.date.issued2022
dc.date.submitted2022-01-17
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Retrieved from https://journals.lww.com/psychopharmacology/Fulltext/2000/12000/Selection_Bias_in_Clinical_Trials_With.19.aspx Joo, S. W., Kim, H., Jo, Y. T., Choi, Y. J., Ahn, S., & Lee, J. (2021). Antipsychotic treatment and risk of discontinuation and hospitalization in first-episode schizophrenia: a nationwide population-based study. Psychol Med, 1-8. doi:10.1017/s0033291721001379 Kaplan, G., Casoy, J., & Zummo, J. (2013). Impact of long-acting injectable antipsychotics on medication adherence and clinical, functional, and economic outcomes of schizophrenia. Patient preference and adherence, 7, 1171-1180. doi:10.2147/PPA.S53795 Kishimoto, T., Robenzadeh, A., Leucht, C., Leucht, S., Watanabe, K., Mimura, M., Borenstein, M., Kane, J. M., & Correll, C. U. (2014). Long-acting injectable vs oral antipsychotics for relapse prevention in schizophrenia: a meta-analysis of randomized trials. Schizophrenia bulletin, 40(1), 192-213. doi:10.1093/schbul/sbs150 Kohrt, B. A., Asher, L., Bhardwaj, A., Fazel, M., Jordans, M. J. D., Mutamba, B. B., Nadkarni, A., Pedersen, G. A., Singla, D. R., & Patel, V. (2018). The Role of Communities in Mental Health Care in Low- and Middle-Income Countries: A Meta-Review of Components and Competencies. Int J Environ Res Public Health, 15(6). doi:10.3390/ijerph15061279 Leucht, S., Corves, C., Arbter, D., Engel, R. R., Li, C., & Davis, J. M. (2009). Second-generation versus first-generation antipsychotic drugs for schizophrenia: a meta-analysis. The Lancet, 373(9657), 31-41. doi:10.1016/S0140-6736(08)61764-X Leucht, S., Cipriani, A., Spineli, L., Mavridis, D., Örey, D., Richter, F., Samara, M., Barbui, C., Engel, R. R., Geddes, J. R., Kissling, W., Stapf, M. P., Lässig, B., Salanti, G., & Davis, J. M. (2013). Comparative efficacy and tolerability of 15 antipsychotic drugs in schizophrenia: a multiple-treatments meta-analysis. The Lancet, 382(9896), 951-962. doi:10.1016/S0140-6736(13)60733-3 Li, H., Luo, J., Wang, C., Xie, S., Xu, X., Wang, X., Yu, W., Gu, N., & Kane, J. M. (2014). Efficacy and safety of aripiprazole in Chinese Han schizophrenia subjects: A randomized, double-blind, active parallel-controlled, multicenter clinical trial. Schizophrenia Research, 157(1), 112-119. doi:https://doi.org/10.1016/j.schres.2014.05.040 Lichtenstein, P., Halldner, L., Zetterqvist, J., Sjölander, A., Serlachius, E., Fazel, S., Långström, N., & Larsson, H. (2012). Medication for attention deficit-hyperactivity disorder and criminality. The New England journal of medicine, 367(21), 2006-2014. doi:10.1056/NEJMoa1203241 Lin, H. C., Chong, M. Y., Lee, Y., Yeh, W. C., & Lin, P. Y. (2009). Switching of antipsychotics to aripiprazole in the treatment of schizophrenia. Chang Gung Med J, 32(4), 409-416. Moreno-Küstner, B., Martín, C., & Pastor, L. (2018). Prevalence of psychotic disorders and its association with methodological issues. A systematic review and meta-analyses. PloS one, 13(4), e0195687-e0195687. doi:10.1371/journal.pone.0195687 Ohta, H., Inoue, S., Hara, K., & Watanabe, A. (2017). TSH and PRL, side-effect markers in aripiprazole treatment: adjunctive aripiprazole-induced thyrotropin oversuppression in a young man with schizophrenia. BMJ Case Reports, 2017, bcr-2017-220192. doi:10.1136/bcr-2017-220192 Perälä, J., Suvisaari, J., Saarni, S. I., Kuoppasalmi, K., Isometsä, E., Pirkola, S., Partonen, T., Tuulio-Henriksson, A., Hintikka, J., Kieseppä, T., Härkänen, T., Koskinen, S., & Lönnqvist, J. (2007). Lifetime Prevalence of Psychotic and Bipolar I Disorders in a General Population. Archives of General Psychiatry, 64(1), 19-28. doi:10.1001/archpsyc.64.1.19 Propst, A. J., Jarvis, G. E., & Margolese, H. C. (2015). Aripiprazole-Induced Hypoprolactinemia in an Adult Male with First-Episode Psychosis. Clinical Schizophrenia & Related Psychoses, 9(4), 173-176. doi:10.3371/CSRP.PRJA.022015 Rittmannsberger, H., Pachinger, T., Keppelmüller, P., & Wancata, J. (2004). Medication adherence among psychotic patients before admission to inpatient treatment. Psychiatr Serv, 55(2), 174-179. doi:10.1176/appi.ps.55.2.174 Saha, S., Chant, D., Welham, J., & McGrath, J. (2005). A Systematic Review of the Prevalence of Schizophrenia. PLoS medicine, 2, e141. doi:10.1371/journal.pmed.0020141 Samtani, M. N., Gopal, S., Gassmann-Mayer, C., Alphs, L., & Palumbo, J. M. (2011). Dosing and switching strategies for paliperidone palmitate: based on population pharmacokinetic modelling and clinical trial data. CNS Drugs, 25(10), 829-845. doi:10.2165/11591690-000000000-00000 Taipale, H., Mehtälä, J., Tanskanen, A., & Tiihonen, J. (2018). Comparative Effectiveness of Antipsychotic Drugs for Rehospitalization in Schizophrenia-A Nationwide Study With 20-Year Follow-up. Schizophrenia bulletin, 44(6), 1381-1387. doi:10.1093/schbul/sbx176 Taipale, H., Mittendorfer-Rutz, E., Alexanderson, K., Majak, M., Mehtälä, J., Hoti, F., Jedenius, E., Enkusson, D., Leval, A., Sermon, J., Tanskanen, A., & Tiihonen, J. (2018). Antipsychotics and mortality in a nationwide cohort of 29,823 patients with schizophrenia. Schizophrenia Research, 197, 274-280. doi:https://doi.org/10.1016/j.schres.2017.12.010 Takeuchi, H., & Remington, G. (2013). A systematic review of reported cases involving psychotic symptoms worsened by aripiprazole in schizophrenia or schizoaffective disorder. Psychopharmacology, 228(2), 175-185. doi:10.1007/s00213-013-3154-1 Takeuchi, H., Fathi, A., Thiyanavadivel, S., Agid, O., & Remington, G. (2018). Can Aripiprazole Worsen Psychosis in Schizophrenia?: A Meta-Analysis of Double-Blind, Randomized, Controlled Trials. The Journal of Clinical Psychiatry, 79. doi:10.4088/JCP.17r11489 Tiihonen, J., Haukka, J., Taylor, M., Haddad, P. M., Patel, M. X., & Korhonen, P. (2011). A Nationwide Cohort Study of Oral and Depot Antipsychotics After First Hospitalization for Schizophrenia. American Journal of Psychiatry, 168(6), 603-609. doi:10.1176/appi.ajp.2011.10081224 Tiihonen, J., Mittendorfer-Rutz, E., Majak, M., Mehtälä, J., Hoti, F., Jedenius, E., Enkusson, D., Leval, A., Sermon, J., Tanskanen, A., & Taipale, H. (2017). Real-World Effectiveness of Antipsychotic Treatments in a Nationwide Cohort of 29 823 Patients With Schizophrenia. JAMA Psychiatry, 74(7), 686-693. doi:10.1001/jamapsychiatry.2017.1322 Tiihonen, J., Taipale, H., Mehtälä, J., Vattulainen, P., Correll, C. U., & Tanskanen, A. (2019). Association of Antipsychotic Polypharmacy vs Monotherapy With Psychiatric Rehospitalization Among Adults With Schizophrenia. JAMA Psychiatry, 76(5), 499-507. doi:10.1001/jamapsychiatry.2018.4320 van Os, J., & Kapur, S. (2009). Schizophrenia. Lancet, 374(9690), 635-645. Vanasse, A., Blais, L., Courteau, J., Cohen, A. A., Roberge, P., Larouche, A., Grignon, S., Fleury, M. J., Lesage, A., Demers, M. F., Roy, M. A., Carrier, J. D., & Delorme, A. (2016). Comparative effectiveness and safety of antipsychotic drugs in schizophrenia treatment: a real-world observational study. Acta Psychiatrica Scandinavica, 134(5), 374-384. doi:https://doi.org/10.1111/acps.12621 Weiden, P. J., & Olfson, M. (1995). Cost of relapse in schizophrenia. Schizophr Bull, 21(3), 419-429. doi:10.1093/schbul/21.3.419
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/84404-
dc.description.abstract背景及目的 在台灣,思覺失調症從1998到2007年首次住院率顯著下降,再住院卻相對穩定,近期鮮有研究討論隨著精神醫療資源可近性提高,住院率是否有近一步的改善趨勢或趨於穩定。過去雖有許多抗精神病藥物相關療效研究,卻受限於個體間干擾因子而難以反映藥物實際效果,而個體內Cox擴充風險迴歸分析能夠有效控制個體間藥物服從性不一及藥物反應異質性等問題。因此,本研究目的為,利用高覆蓋率的全國性健保資料,了解思覺失調症在2001至2017年間的首次住院率與再住院率趨勢、抗精神病藥物開立趨勢、並利用個體內比較的方法分析抗精神病藥物預防再住院的長期效果。 方法 利用全國精神疾病住院患者健康保險資料庫,篩選15-64歲首次精神科住院思覺失調症患者,共75,986位。計算2001至2017年間思覺失調症年齡調整後的首次住院率,並利用Kaplan-Meier存活分析計算不同年度的2年內、4年內再住院率。抗精神病藥物預防再住院效果的分析中,利用分層個體內Cox擴展風險模型 (stratified with-in individual extended Cox model),隨著追蹤時間更新患者的藥物暴露,符合實際中藥物會隨患者狀況作調整的治療方式。並且,再住院為反覆發生的事件 (recurrent event),本方法將每一次再住院納入分析。在每次出院嚴重度相近的假設下,疾病嚴重度會受到校正。每位患者為獨立的分層,使用理思必妥口服藥物(oral risperidone)的時期作為的治療對照組,計算個體內藥物間的再住院風險,合併各分層後,比較不同藥物對於預防再住院的平均療效。 結果 從2001到2017年間,思覺失調症首次住院率從每十萬人每年41.7名患者下降到15.6名患者,下降約62.5 %,而2年內、4年內再住院率則相對穩定,分別維持在50-55%及60-70%。在抗精神病藥物對於預防再住院的效果比較中,以理思必妥口服藥為基準,長效注射單一藥物治療的再住院風險下降15-20%。不論是因精神病再住院或因任何原因再住院,皆以氟哌啶醇長效注射劑(haloperidol LAIs, HR = 0.80; 95% CI: 0.73-0.88)、氟哌噻噸長效注射劑(flupentixol LAIs, 0.83; 95% CI: 0.77-0.89)及理思必妥長效注射劑(risperidone LAIs, HR = 0.84; 95% CI: 0.79-0.90)的預防再住院效果最佳。此外,在年紀較大及換藥次數較多時,抗精神病藥物預防再住院效果較差。 結論 在2001-2017年間,首次住院率持續下降,再住院率相對穩定。以分層個體內Cox擴展風險模型分析新的藥物效果,長效注射劑有效降低思覺失調症首次住院患者再住院的風險。zh_TW
dc.description.abstractBackground. In past decade, the mental healthcare service has been improved in Taiwan, whereas little research examining the changes in first-admission rates and readmission rates for schizophrenia. Antipsychotics are the gold standard treatment for schizophrenia; however, comparing effectiveness among antipsychotics might be biased by several between-individual confounders. A new method called within-individual extended Cox model could help reduce the biases. Hence, this study is aimed to (1) understand the trends in first admission rates and readmission rates from 2001 to 2017, (2) examine the pattern of antipsychotics prescription, and (3) evaluate the comparative effectiveness of antipsychotics for schizophrenia in reducing the risk for readmission with within-individual extended Cox regression analysis. Methods. We adopted a retrospective cohort study to examine the trends in both first admission rate and readmission rate from 2001 to 2017 with the National Psychiatric Inpatient Medical Claims Database (NPIMCD). Patients first admitted to psychiatric wards with the diagnosis of schizophrenia during the study period were selected as a dynamic incident cohort. To compare the risk for readmission between different antipsychotics, we applied the stratified within-individual extended Cox model. Antipsychotics exposure was updated with time by treating it as a time-dependent exposure, and the model integrate the effects on all readmissions. Each individual was an independent stratum, where the periods of oral risperidone use served as his/her own control to assess the comparing effectiveness on preventing readmission. Results and Discussion. During the period from 2001 to 2017, the rate of first admission to psychiatric wards (per 100,000 person-years) for schizophrenia decreased from 41.7 cases in 2001 to 15.6 cases in 2017, a reduction of 62.5%. The 2-year and 4-year readmission risk declined from 53.25% in 2001 to 50.33% in 2015 and from 68.16% in 2001 to 64.35% in 2013 respectively; both the readmission risks remained relatively stable. For the antipsychotics effectiveness, the risk for psychotic readmission was the lowest during LAI monotherapy, with a risk reduction of 15-20%. Among LAIs, haloperidol LAIs (LAIs, HR = 0.80; 95% CI: 0.73-0.88), flupentixol LAIs (HR = 0.83; 95% CI: 0.77-0.89), and risperidone LAIs (HR = 0.84; 95% CI: 0.79-0.90) had the lowest psychotic readmission risk. The results remained similar for the analysis of all-cause readmissions. Since patients became more adherent while using LAIs, the effectiveness of antipsychotics was significantly increased. Conclusions. First admission rates for schizophrenia have decreased steadily from 2001 to 2017, while the readmission rates remained stable during the study period. For antipsychotics effectiveness on preventing readmissions, we concluded that treatment with LAIs provide better prevention for readmission for schizophrenia patient who are admitted for the first time.en
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dc.description.tableofcontents口試委員審定書 i 誌謝 ii 中文摘要 iii Abstract v Contents vii List of tables ix List of figures x List of supplementary materials xi Chapter 1 Introduction 1 1.1 Epidemiology and burden of schizophrenia 1 1.2 Antipsychotics as the gold standard treatment for schizophrenia 1 1.3 Approaches to evaluate the effectiveness of antipsychotics 2 1.4 Within-individual survival analysis for evaluating efficacy 4 1.5 Healthcare outcome of schizophrenia in Taiwan 5 1.6 Specific aims 7 Chapter 2 Materials and Methods 8 2.1 Database 8 2.2 Cohort selection 9 2.3 Antipsychotics included in this study 9 2.4 Statistical analysis 10 2.4.1 Age-standardized first admission rate 10 2.4.2 Readmission risk 10 2.4.3 Prescription prevalence of antipsychotics 10 2.4.4 Defining outpatient treatment with antipsychotics 11 2.4.5 Incidence rate of readmission for different anti-psychotics 11 2.4.6 Within-individual Extended Cox Model 12 2.4.7 Sensitivity analysis 13 2.4.8 Statistical software 14 Chapter 3 Results 16 3.1 The cohort of first-admitted schizophrenia patients 16 3.2 Time trend in first admission rates for schizophrenia 16 3.3 Time trends in readmission rates 17 3.4 Prescription prevalence of antipsychotics 17 3.5 Incidence rate of readmission for different anti-psychotics 18 3.6 Reference exposure for survival analysis 19 3.7 Comparison of antipsychotics effectiveness for the prevention of readmission 19 3.8 Trends in the number of psychiatrists and psychiatric beds 20 Chapter 4 Discussion 22 4.1 Decreasing trend in first admission rates 22 4.2 Stable trends in readmission rates 23 4.3 LAIs with better effectiveness but not commonly prescribed 25 4.4 Other findings regarding the effectiveness on preventing readmissions 28 4.5 Strengths and limitations 29 4.6 Conclusions 30 Reference 31 Supplementary Materials 46 Supplementary A: Methodology. 46 A1. Preprocessing of antipsychotic prescription records 46 A2. Stratified within-individual extended Cox model 47 Supplementary B: Results. 60 Supplementary C: Tables and Figures. 61
dc.language.isoen
dc.subject思覺失調症zh_TW
dc.subject抗精神病藥物zh_TW
dc.subject個體內比較zh_TW
dc.subject個體內Cox擴展風險zh_TW
dc.subject首次住院率zh_TW
dc.subject再住院率zh_TW
dc.subjectreadmission rateen
dc.subjectschizophreniaen
dc.subjectantipsychoticsen
dc.subjectwithin-individual comparisonen
dc.subjectwithin-individual extended Coxen
dc.subjectfirst admission rateen
dc.title思覺失調症首次住院率、再住院率、與抗精神病藥物效果比較:2001至2017年的臺灣全國世代研究zh_TW
dc.titleSchizophrenia first admission rate, readmission rate, and comparative effectiveness of antipsychotics: A national cohort study from 2001 to 2017 in Taiwanen
dc.typeThesis
dc.date.schoolyear110-2
dc.description.degree碩士
dc.contributor.oralexamcommittee吳其炘(Chi-Shin Wu),郭柏秀(Po-Hsiu Kuo),詹宏裕(Hung-Yu Chan),古川壽亮(Toshi A Furukawa)
dc.subject.keyword思覺失調症,抗精神病藥物,個體內比較,個體內Cox擴展風險,首次住院率,再住院率,zh_TW
dc.subject.keywordschizophrenia,antipsychotics,within-individual comparison,within-individual extended Cox,first admission rate,readmission rate,en
dc.relation.page81
dc.identifier.doi10.6342/NTU202200073
dc.rights.note同意授權(限校園內公開)
dc.date.accepted2022-01-18
dc.contributor.author-college公共衛生學院zh_TW
dc.contributor.author-dept流行病學與預防醫學研究所zh_TW
dc.date.embargo-lift2022-07-31-
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