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研究生: 陳于鴻
Chen, Yu-Hung
論文名稱: 糖尿病病患強化治療與臨床慣性之流行病學分析
Intensification and clinical inertia among people with type 2 diabetes in Taiwan
指導教授: 呂宗學
Lu, Tsung-Hsueh
學位類別: 碩士
Master
系所名稱: 醫學院 - 公共衛生研究所碩士在職專班
Graduate Institute of Public Health(on the job class)
論文出版年: 2023
畢業學年度: 111
語文別: 中文
論文頁數: 89
中文關鍵詞: 第二型糖尿病臨床慣性強化治療口服降血糖藥物胰島素糖化血色素健保資料庫
外文關鍵詞: Type 2 diabetes mellitus, clinical inertia, intensification, oral antidiabetic drug, insulin, National Health Insurance Utilization Claimed Data
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  • 前言:糖尿病人接受藥物控制一段時間,糖化血色素未達預期目標就應該調整或更換藥物,稱為強化治療。如果沒有增加藥物且糖化血色素還是未達預期目標,稱為臨床慣性。過去研究在病人世代定義,藥物使用數量,糖化血色素目標值,追蹤年數,糖化血色素檢驗頻率等方法學上有所不同,造成強化治療或臨床慣性研究結果比較的困難。
    目的:本研究將針對上述因素採用系統性分析方法,探討台灣不同層級醫療單位強化治療與臨床慣性的現況。
    方法:本研究使用2017-2021年的全民健保門診處方、醫令與檢驗結果檔案進行分析。以上述資料檔案建立一個五年糖尿病病人就醫歸戶醫院檔案,串聯檢驗檢查檔案得到糖化血紅素結果值。觀察已經使用1-4種口服降血糖藥物的病人未達4個糖化血紅素目標(7.5%,8.0%,8.5%與9.0%)不同時間,是否增加口服藥物品項或開始使用注射型降血糖藥物,估計強化治療(臨床慣性)的時間與比例。
    結果:在2017到2021年健保資料庫中,符合每年具2次糖尿病診斷且有藥物處方的個案以4至5年皆可歸戶於同一間醫院的1,051,504病人進行分析。其中在2017年1月到2018年12月間具有連續6個月以上的1-4種口服降血糖藥物處方且無注射劑型的降血糖藥物共828,625申報件數,最後篩選口服降血糖藥物處方超過6個月後3個月內有糖化血紅素檢驗資料共241,169申報件數納入分析。超過糖化血紅素目標值7.5%,8.0%,8.5%,9.0%分別有各有70,129,41,292,25,070與15,499件。強化治療結果再以使用的口服降血糖藥物數目分為1,2,3與4種做分層分析。本研究最長追蹤時間到3.96年,強化時間會隨著目標值的設定上升而縮短,整體強化時間中位數在0.64-0.82年間。個案在納入研究後第36個月時,未達4個糖化血紅素目標(7.5%,8.0%,8.5%與9.0%)有強化的比例分別是43.8%,47.2%,49.7%與51.9%。以糖化血紅素目標值9.0%為例,使用1到4種口服降血糖藥物的強化比例分別是76.8%,58.6%,39.0%與27.4%。本研究族群中70%以上的病人已經使用了2-3種口服降血糖藥物,5-7%的病人使用了4種口服降血糖藥物。整體強化藥物的選擇以加上另一個口服降血糖藥物為主(70-79%),胰島素次之(16-25%),最後是GLP-1 RAs(4-5%)。已經使用的口服降血糖藥物種類數越多,選擇胰島素及GLP-1 RAs作為強化藥物的比例越高。不同院所層級分組分析4個糖化血紅素目標的強化治療情況:最高的都是區域醫院(45.8%-53.7%),最低是醫學中心(41.4%-45.3%)。強化時間中位數最短的院所層級是地區醫院(0.61-0.78年),時間最長的是診所(0.76-0.86年)。
    結論:由於使用口服降血糖藥物至少6個月後的3個月內有糖化血色素檢驗為本研究納入條件之一,可能篩選出疾病控制較佳像是加入糖尿病論質計酬計畫的病人。但與其他國家的研究相比,本研究結果的強化比例並不高。代表台灣即使在照護較為周全的族群中臨床慣性仍然不佳,在糖尿病的臨床管理上仍存在著很大的挑戰。

    Background: Diabetes management involves adjusting medications if HbA1c targets aren't met, termed treatment intensification. Clinical inertia arises when medications remain unchanged despite inadequate HbA1c levels. Comparing studies is challenging due to varying factors. This study analyzes treatment intensification and clinical inertia in Taiwan's healthcare facilities. Objectives: This study investigates treatment intensification and clinical inertia in Taiwan's diabetes patients across different healthcare facilities. Using 2017-2021 data, it explores treatment patterns and the proportion receiving intensified therapy based on HbA1c levels. Methods: Data from Taiwan's National Health Insurance database were analyzed, creating a five-year diabetes patient database linking medical records and HbA1c values. The study examines time to treatment intensification and the proportion receiving intensified treatment, via oral antidiabetic drugs (OADs) or injectable insulin, focusing on patients using 1-4 OADs with unmet HbA1c targets (7.5%, 8.0%, 8.5%, 9.0%). Results: Overtime, the proportions of patients receiving treatment intensification increased, reaching 45.7%-53.7% at the end of the study. However, patients using a higher number of OAD types had lower intensification proportions. Regarding medication choices for intensification treatment, the majority of patients opted to add another OAD, followed by insulin, and a small percentage chose GLP-1 RAs. The choice of insulin and GLP-1 RAs increased with the number of OADs used. Furthermore, the study examined intensification proportions and duration among different levels of healthcare institutions. Regional hospitals had the highest intensification proportions, while medical centers and clinics had lower proportions. District hospitals had the shortest median duration of intensification, while clinics had the longest duration. Conclusion: There is still a high proportion of patients who use multiple oral antidiabetic drugs and tend to choose another oral medication for intensification treatment instead of insulin as recommended by guidelines. Clinical inertia remains a challenge in diabetes treatment in Taiwan.

    摘要 I 誌謝 VI 目錄 VII 表目錄 VIII 圖目錄 IX 第壹章 前言 1 第一節 研究背景 1 第二節 研究目的 3 第三節 研究問題 3 第貳章 文獻探討 5 第一節 第二型糖尿病病人之胰島素使用時機 5 第二節 影響臨床慣性發生的原因 8 第三節 第二型糖尿病之臨床慣性研究概況 9 第四節 第二型糖尿病之臨床慣性研究介紹 11 第五節 知識缺口 18 第參章 研究設計 20 第一節 資料來源 20 第二節 研究對象 21 第三節 研究變項 23 第四節 統計分析方法 24 第肆章 研究結果 26 第一節 健保資料庫糖尿病病人就醫歸戶與檢驗檢查串聯結果 26 第二節 HBA1C超過目標值的糖尿病病人的強化治療概況 27 第三節 不同OAD種類數的強化治療概況 32 第五章 討論 35 第一節 健保資料庫糖尿病病人就醫歸戶與檢驗檢查串聯結果討論 35 第二節 糖尿病病人HBA1C超過目標值後的強化治療結果 36 第三節 研究強項與限制 40 第陸章 結論 43 第柒章 參考文獻 44 附錄 87

    Almigbal TH, Alzarah SA, Aljanoubi FA, Alhafez NA, Aldawsari MR, Alghadeer ZY, Alrasheed AA. Clinical Inertia in the Management of Type 2 Diabetes Mellitus: A Systematic Review. Medicina (Kaunas), 59(1):182, 2023.
    Ajmera M, Raval A, Zhou S, Wei W, Bhattacharya R, Pan C, Sambamoorthi U. A real-world observational study of time to treatment intensification among elderly patients with inadequately controlled type 2 diabetes mellitus. J Manag Care Spec Pharm, 21(12), 1184–1193, 2015.
    American diabetes association, 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Medical Care in Diabetes—2022. Diabetes Care, 45(Suppl 1), S125–S143, 2022.
    Balkau B, Bouee S, Avignon A, Vergès B, Chartier I, Amelineau E, Halimi S. Type 2 diabetes treatment inten- sification in general practice in France in 2008–2009: the DIAttitude Study. Diabetes Metab, 38(suppl 3), S29–S35, 2012.
    Cai J, Boulton M. The pathogenesis of diabetic retinopathy: old concepts and new questions. Eye (Lond), 16(3), 242, 2002.
    Colagiuri S, Holman RR, Cull CA. Are lower fasting plasma glucose levels at diagnosis of type 2 diabetes associated with improved outcomes?:U.K. prospective diabetes study 61. Diabetes Care, 25(8), 1410-1417, 2002.
    DAROC Clinical Practice Guidelines for Type 2 Diabetes Care- 2022, Taiwan, Diabetes Association of the R.O.C., 2022
    Desai U, Kirson NY, Kim J, Khunti K, King S, Trieschman E, Hellstern M, Hunt PR, Mukherjee J. Time to treatment intensification after monotherapy failure and its association with subsequent glycemic control among 93,515 Patients with type 2 diabetes. Diabetes Care, 41(10), 2096–2104, 2018.
    Dunlay SM, Givertz MM, Aguilar D, Allen LA, Chan M, Desai AS, Deswal A, Dickson VV, Kosiborod MN, Lekavich CL, McCoy RG, Mentz RJ, Piña IL. Type 2 diabetes mellitus and heart failure: a scientific statement from the American Heart Association and the Heart Failure Society of America: This statement does not represent an update of the 2017 ACC/AHA/HFSA heart failure guideline update. Circulation, 140(7), e294–e324, 2019.
    Escalada J, Orozco-Beltran D, Morillas C, Alvarez-Guisasola F, Gomez-Peralta F, Mata-Cases M, Palomares R, Iglesias R, Carratalá-Munuera C. Attitudes towards insulin initiation in type 2 diabetes patients among healthcare providers: a survey research. Diabetes Res Clin Pract, 122, 46–53, 2016.
    Garber AJ, Handelsman Y, Grunberger G, Einhorn D, Abrahamson MJ, Barzilayv JI, Blonde L, Bush MA, DeFronzo RA, Garber JR, Garvey WT, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Perreault L, Rosenblit PD, Samson S, Umpierrez GE. Consensus statement by the american association of clinical endocrinologists and american college of endocrinology on the comprehensive type 2 diabetes management algorithm - 2020 executive summary. Endocr Pract, 26(1), 107–139, 2020.
    Garg SK, Rewers AH, Akturk HK. Ever-increasing insulin-requiring patients globally. Diabetes Technol Ther, 20 (Suppl 2), S21–S24, 2018.
    Hemmingsen B, Lund SS, Gluud C, Vaag A, Almdal TP, Wetterslev J. Targeting intensive glycaemic control versus targeting conventional glycaemic control for type 2 diabetes mellitus. Cochrane Database Syst Rev, 11, CD008143, 2013.
    Holman RR, Paul SK, Bethel A, Matthews DR, Neil AW. 10-year follow-up of intensive glucose control in type 2 diabetes. N Engl J Med, 359(15), 1577–1589, 2008.
    Huang LY, Chen TT, Yang MC, Shau WY, Su S, Lai MS. Trace analysis of therapeutic inertia and subsequent hemoglobin A1c outcomes in a 2-year cohort study. Eur Rev Med Pharmacol Sci, 25(9), 3499–3506, 2021.
    Inzucchi SE, Bergenstal RM, Buse JB, Diamant M, Ferrannini E, Nauck M, Peters AL, Tsapas A, Wender R, Matthews DR. Management of hyperglycemia in type 2 diabetes, 2015: a patient-centered approach: update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care, 38(1), 140–149, 2015.
    Inzucchi SE, Tunceli K, Qiu Y, Rajpathak S, Brodovicz K G, Engel S S, Mavros P, Radican L, Brudi P, Li Z, Fan CPS, Hanna B, Tang J, Blonde L. Progression to insulin therapy among patients with type 2 diabetes treated with sitagliptin or sulphonylurea plus metformin dual therapy. Diab Obes Metab, 17 (10), 956–964, 2015.
    Ismail-Beigi F, Craven T, Banerji MA, Basile J, Calles J, Cohen RM, Cuddihy R, Cushman WC, Genuth S, Grimm Jr RH, Hamilton BP, Hoogwerf B, Karl D, Katz L, Krikorian A, O’Connor P, Pop-Busui R, Schubart U, Simmons D, Taylor H, Thomas A, Weiss D, Hramiak I. Effect of intensive treatment of hyperglycaemia on microvascular outcomes in type 2 diabetes: an analysis of the ACCORD randomised trial. Lancet, 376(9739), 419–430, 2010.
    Kaewbut P, Kosachunhanun N, Phrommintikul A, Chinwong D, Hall JJ, Surarong Chinwong S. Effect of clinical inertia on diabetes complications among Individuals with type 2 diabetes: a retrospective cohort study. Medicina, 58(1), 63, 2022.
    Khunti K, Andersen M, Wolden ML, Davies MJ, Thorsted BL. Clinical inertia in people with type 2 diabetes. A retrospective cohort study of more than 80,000 people. Diabetes Care, 36(11), 3411–3417, 2013.
    Khunti K, Gomes MB, Pocock S, Shestakova MV, Pintat S, Fenici P, Hammar N, Medina J. Therapeutic inertia in the treatment of hyperglycaemia in patients with type 2 diabetes: A systematic review. Diabetes Obes Metab, 20(2), 427–437, 2018.
    Lanzinger S, Schmid SM, Welp R, Zimmermann A, Fasching P, Wagner S, Holl RW. Clinical inertia among patients with type 2 diabetes mellitus treated with DPP-4i and/or SGLT-2i. Diabetes Res Clin Pract, 146, 162–171, 2018.
    Lee CH, Wu LY, Kuo JF, Chen JF, Chin MC, Hung YJ. Prevalence of diabetic macrovascular complications and related factors from 2005 to 2014 in Taiwan: A nationwide survey. J Formos Med Assoc, 118 (Suppl 2), S96–S102, 2019.
    Lee IT, Hsu CC, Sheu WH, Su SL, Wu YL, Lin SY. Pay-for-performance for shared care of diabetes in Taiwan. J Formos Med Assoc, 118 (Suppl 2), S122–S129, 2019.
    Lin J, Zhou S, Wei W, Pan C, Lingohr-Smith M, Levin P. Does clinical inertia vary by personalized A1c goal? A study of predictors and prevalence of clinical inertias in a US managed care setting. Endocr Pract, 22(2), 151–161, 2016.
    Lin KD, Hsu CC, Ou HY, Wang CY, Chin MC, Shin SJ. Diabetes-related kidney, eye, and foot disease in Taiwan: an analysis of nationwide data from 2005 to 2014. J Formos Med Assoc, 118 (Suppl 2), S103–S110, 2019.
    Lipscombe L, Butalia S, DasguptaK, Eurich DT, MacCallum L, Shah BR, Simpson S, Senior PA, Pharmacologic glycemic management of type 2 diabetes in adults: 2020 Update. Can J Diabetes, 44(7), 575–591, 2020.
    Luo M, Tan CS , Lim WY, Chia KS, Tang WE, Shyong E, Venkataraman T. Association of diabetes treatment with long‐term glycemic patterns in patients with type 2 diabetes mellitus: A prospective cohort study. Diabetes Metab Res Rev, 35(4), e3122, 2019.
    Luo M, Tan CS, Lim WY, Chia KS, Tang WE, Shyong E, Venkataraman T. Longitudinal trends in HbA1c patterns and association with outcomes: A systematic review. Diabetes Metab Res Rev, 34(6), e3015, 2018.
    Mata-Cases M, Franch-Nadal J, Real J, Gratacòs M, López-Simarro F, Khunti K, Mauricio D. Therapeutic inertia in patients treated with two or more antidiabetics in primary care: Factors predicting intensification of treatment. Diabetes Obes Metab, 20(1), 103–112, 2018.
    Meneghini LF. Early Insulin Treatment in Type 2 Diabetes. Diabetes Care, 32(Suppl 2), S266–S269, 2009.
    Nakar S, Yitzhaki G, Rosenberg R, Vinker S. Transition to insulin in type 2 diabetes: family physicians’ misconception of patients’ fears contributes to existing barriers. J Diabetes Complications, 21(4), 220–226, 2007.
    Nathan DM, Holman RR, Buse JB, Sherwin R, Davidson MB, Zinman B, Ferrannini E. Medical management of hyperglycemia in type 2 diabetes: a consensus algorithm for the initiation and adjustment of therapy. Diabetes Care, 32(1), 193–203, 2009.
    Nathan DM, Lachin JM, Balasubramanyam A, Burch HB, Buse JB, Butera NM, Cohen RM, Crandall JP, Kahn SE, Krause-Steinrauf H, Larkin ME, Rasouli N, Tiktin M, Wexler DJ, Younes N. Glycemia reduction in type 2 diabetes - glycemic outcomes. N Engl J Med, 387(12), 1063–1074, 2022.
    National Institute of Health and Clinical Excellence. Type 2 diabetes in adults: Management. Available from: https://www.nice.org.uk/guidance/ng28/resources/type-2-diabetes-in-adults-management-pdf-1837338615493. [Accessed on 23 April 2023]
    O'Connor PJ, Sperl-Hillen JM, Johnson PE, Rush WA, Biltz G. Clinical inertia and outpatient medical errors. Agency for Healthcare Research and Quality (US), 2005.
    Osataphan S, Chalermchai T, Ngaosuwan K. Clinical inertia causing new or progression of diabetic retinopathy in type 2 diabetes: a retrospective cohort study. J Diabetes, 9(3), 267–274, 2017.
    Patel A, MacMahon S, Chalmers J, Neal B, Billot L, Woodward M, Marre M, Cooper M, Glasziou P, Grobbee D, Hamet P, Harrap S, Heller S, Liu L, Mancia G, Mogensen CE, Pan C, Poulter N, Rodgers A, …, Travert F; ADVANCE Collaborative Group. Intensive Blood Glucose Control and Vascular Outcomes in Patients with Type 2 Diabetes. N Engl J Med, 358(24), 2560–2572, 2008.
    Peyrot M, Barnett AH, Meneghini LF, Schumm-Draeger PM. Insulin adherence behaviours and barriers in the multinational Global Attitudes of Patients and Physicians in Insulin Therapy study. Diabet Med, 29(5), 682–689, 2012.
    Peyrot M, Rubin RR, Kruger DF, Travis LB. Correlates of insulin injection omission. Diabetes Care, 33(2), 240–245, 2010.
    Phillips LS, Branch Jr. WT, Cook CB, Doyle JP, El-Kebbi IM, Gallina DL, Miller CD, Ziemer DC, Barnes CS. Clinical inertia. Ann Intern Med, 135(9), 825–834, 2001.
    Polinski JM, Smith BF, Curtis BH, Seeger JD, Choudhry NK, Connolly JG, Shrank WH. Barriers to insulin progression among patients with type 2 diabetes: a systematic review. Diabetes Educ, 39(1), 53–65, 2013.
    Polonsky WH, Fisher L, Guzman S, Villa-Caballero L, Edelman SV. Psychological insulin resistance in patients with type 2 diabetes: the scope of the problem. Diabetes Care, 28(10), 2543-5, 2005.
    Polonsky WH, Fisher L, Hessler D, Edelman SV. A survey of blood glucose monitoring in patients with type 2 diabetes: are recommendations from health care professionals being followed? Curr Med Res Opin, 27(suppl 3), 31–37, 2011.
    RACGP Guidelines. Management of type 2 diabetes: A handbook for general practice. 2020. Available from: https://www.racgp.org.au/clinical-resources/clinical-guidelines/key-racgp-guidelines/view-all-racgp-guidelines/diabetes/introduction [Accessed on 23 April 2023]
    Raghavan S, Warsavage T, Liu WG, Raffle K, Josey K, Saxon DR, Phillips LS, Caplan L, Reusch J. Trends in timing of and glycemia at initiation of second-line type 2 diabetes treatment in U.S. adults. Diabetes Care, 45(6), 1335–1345, 2022.
    Rathmann W, Schwand A, Hermann JM, Kuss O, Roden M, Laubner K, Best F, Ebner S, Plaumann M, Holl RW. Distinct trajectories of HbA1c in newly diagnosed Type 2 diabetes from the DPV registry using a longitudinal group-based modelling approach. Diabet. Med, 36(11), 1468–1477, 2019.
    Ray KK, Seshasai SRA, Wijesuriya S, Sivakumaran R, Nethercott S, Preiss D, Erqou S, Sattar N. Effect of intensive control of glucose on cardiovascular outcomes and death in patients with diabetes mellitus: a meta-analysis of randomised controlled trials. Lancet, 373(9677), 1765–1772, 2009.
    Reach G, Pechtner V, Gentilella R, Corcos A, Ceriello A. Clinical inertia and its impact on treatment intensification in people with type 2 diabetes mellitus. Diabetes Metab, 43(6), 501–511, 2017.
    Rubino A, McQuay LJ, Gough SC, Kvasz M, Tennis P. Delayed initiation of subcutaneous insulin therapy after failure of oral glucose- lowering agents in patients with type 2 diabetes: a population-based analysis in the UK. Diabet Med, 24(12), 1412–1418, 2007.
    Schwab P, Saundankar V, Bouchard J, Wintfeld N, Suehs B, Moretz C, Allen E, DeLuzio A. Early treatment revisions by addition or switch for type 2 diabetes: impact on glycemic control, diabetic complications, and healthcare costs. BMJ Open Diabetes Res Care, 4(1), e000099, 2016.
    Selvin E, Marinopoulos S, Berkenblit G, Rami T, Brancati FL, Powe NR, Golden SH. Meta-analysis: glycosylated hemoglobin and cardiovascular disease in diabetes mellitus. Ann Intern Med, 141(6), 421–443, 2004.
    Shah BR, Hux JE, Laupacis A, Zinman B, Walraven CV. Clinical inertia in response to inadequate glycemic control: do specialists differ from primary care physicians? Diabetes Care, 28(3), 600–606, 2005.
    Sheetz MJ, King GL. Molecular understanding of hyperglycemia's adverse effects for diabetic complications. JAMA, 288(20), 2579–2588, 2002.
    Skyler JS, Bergenstal R, Bonow RO, Buse J, Deedwania P, Gale E, Howard BV, Kirkman MS, Kosiborod M, Reaven P, Sherwin RS; Intensive glycemic control and the prevention of cardiovascular events: implications of the ACCORD, ADVANCE, and VA Diabetes Trials: a position statement of the American Diabetes Association and a Scientific Statement of the American College of Cardiology Foundation and the American Heart Association. J Am Coll Cardiol, 53(3), 298–304, 2009.
    UK Prospective Diabetes Study (UKPDS) Group. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet, 352(9131), 837, 1998.
    Wan KS, Moy FM, Yusof KM, Mustapha FI, Ali ZM, Hairi NN, Clinical inertia in type 2 diabetes management in a middle-income country: A retrospective cohort study. PLOS ONE, 15(10), e0240531, 2020.
    Wang CY, Wu YL, Sheu WH, Tu ST, Hsu CC, Tai TY. Accountability and utilization of diabetes care from 2005 to 2014 in Taiwan. J Formos Med Assoc, 118 (Suppl 2), S111–S121, 2019.
    Yu NC, Chen IC. A decade of diabetes care in Taiwan. Diabetes Res Clin Pract, 106 (Suppl 2), S305–S308, 2014.
    Yu NC, Su HY, Chiou ST, Yeh MC, Yeh SW, Tzeng MS, Sheu WH. Trends of ABC control 2006–2011: a national survey of diabetes health promotion institutes in Taiwan. Diabetes Res Clin Pract, 99 (2), 112–119, 2013.
    全民健康保險藥物給付項目及支付標準藥品給付規定:第五節 激素及影響內分泌機轉藥物。衛生福利部中央健康保險署。2022。
    衛生福利部中央健康保險署全民健康保險醫療品質資訊公開網:糖尿病醫療品質資訊。Available from: https://www.nhi.gov.tw/mqinfo/Map_1.aspx?Type=DM&DAID=568&List=4 [Accessed on 13 July 2023]

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