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Research Article| Volume 113, P152-159, March 2016

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The impact of initial antidiabetic agent and use of monitoring agents on prescription costs in newly treated type 2 diabetes: A retrospective cohort analysis

Published:January 12, 2016DOI:https://doi.org/10.1016/j.diabres.2015.12.020

      Highlights

      • Guideline recommended initial antidiabetic agents were significantly less costly.
      • Self-monitoring of blood glucose (SMBG) resulted in 80% higher prescription costs.
      • High frequency SMBG did not differ by initial antidiabetic agent.

      Abstract

      Aims

      To measure the costs associated with the use of antidiabetic agents, monitoring materials and cardiovascular disease (CVD) agents in the management of newly treated type 2 diabetes, and to investigate the factors associated with these costs.

      Methods

      A population-based retrospective cohort study was conducted using the Irish national pharmacy claims database. Newly treated patients were identified for 2012 and followed for one year post treatment initiation. Factors associated with costs were assessed using a generalised linear model with gamma family and log-link function. Cost ratios (CR) and 95% CIs were used to determine the contributors of prescription costs. Adjusted odd ratios (OR) and 95% CIs were used to investigate factors associated with high frequency self-monitoring of blood glucose (SMBG).

      Results

      Mean prescription costs for the 12,941 subjects was €871, while total costs were €11 million. CVD agents accounted for 58% of total costs; 22% of costs were for SMBG; antidiabetic agents accounted for 17% of costs. SMBG resulted in costs that were 80% higher than those without, CR 1.80 (95% CI 1.76–1.84). No significant differences were observed between initiation on metformin or sulphonylureas and high frequency SMBG (OR 1.01 95% CI 0.97–1.04 vs reference). Initiation on newer antidiabetic agents was a significant positive predictors of prescription costs (CR 2.36 95% CI 2.21–2.51 vs metformin).

      Conclusions

      Type of initial antidiabetic agent, and SMBG were significant predictors of prescription costs. SMBG represent a major proportion of total costs; however, its use in combination with antidiabetic agents that do not cause hypoglycaemia is questionable.

      Keywords

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      References

        • Hex N.
        • Bartlett C.
        • Wright D.
        • Taylor M.
        • Varley D.
        Estimating the current and future costs of Type 1 and Type 2 diabetes in the UK, including direct health costs and indirect societal and productivity costs.
        Diabet Med. 2012; 29: 855-862
        • Nolan J.J.
        • O’Halloran D.
        • McKenna T.J.
        • Firth R.
        • Redmond S.
        The cost of treating type 2 diabetes (CODEIRE).
        Ir Med J. 2006; 99: 307-310
        • American Diabetes Association
        Economic costs of diabetes in the U.S. in 2012.
        Diabetes Care. 2013; 36: 1033-1046
        • Natioanl Institute for Health and Care Excellence
        The management of type 2 diabetes.
        National Institute for Health and Care Excellence, London2009
        • Grimes R.T.
        • Bennett K.
        • Tilson L.
        • Usher C.
        • Smith S.M.
        • Henman M.C.
        Initial therapy, persistence and regimen change in a cohort of newly treated type 2 diabetes patients.
        Br J Clin Pharmacol. 2015; 79: 1000-1009
        • Harkins V.
        A practical guide to integrated type 2 diabetes care. Edited by: Irish College of General Practitioners, Health Service Executive, and Irish Endocrine Society.
        Health Service Executive, Dublin2008
        • Nathan D.M.
        • Buse J.B.
        • Davidson M.B.
        • Ferrannini E.
        • Holman R.R.
        • Sherwin R.
        • et al.
        Medical management of hyperglycemia in type 2 diabetes: a consensus algorithm for the initiation and adjustment of therapy: a consensus statement of the American Diabetes Association and the European Association for the Study of Diabetes.
        Diabetes Care. 2009; 32: 193-203
        • Brouwer E.
        • West S.
        Initial and subsequent therapy for newly diagnosed type 2 diabetes patients treated in primary care using data from a vendor based electronic health record.
        Pharmacoepidemiol Drug Saf. 2012; : 920-928
        • Lamberts E.J.F.
        • Nijpels G.
        • Welschen L.M.C.
        • Hugtenburg J.G.
        • Dekker J.M.
        • Souverein P.C.
        • et al.
        Long term patterns of use after initiation of oral antidiabetic drug therapy.
        Pharmacoepidemiol Drug Saf. 2011; : 351-358
        • Boccuzzi S.J.
        • Wogen J.
        • Fox J.
        • Sung J.C.Y.
        • Shah A.B.
        • Kim J.
        Utilization of oral hypoglycemic agents in a drug-insured U.S. population.
        Diabetes Care. 2001; 24: 1411-1415
        • Zaharan N.L.
        • Williams D.
        • Bennett K.
        Prescribing of antidiabetic therapies in Ireland: 10-year trends 2003–2012.
        Ir J Med Sci. 2013;
        • Desai N.R.
        • Shrank W.H.
        • Fischer M.a.
        • Avorn J.
        • Liberman J.N.
        • Schneeweiss S.
        • et al.
        Patterns of medication initiation in newly diagnosed diabetes mellitus: quality and cost implications.
        Am J Med. 2012; 125: 302.e1-302.e7
        • Health Service Executive Primary Care Reimbursement
        Statistical analysis of claims and payments.
        Health Service Executive, 2012
        • Grégoire J.-P.
        • Sirois C.
        • Blanc G.
        • Poirier P.
        • Moisan J.
        Persistence patterns with oral antidiabetes drug treatment in newly treated patients – a population-based study.
        Value Health. 2010; 13: 820-828
        • O'Shea M.
        • Teeling M.
        • Bennett K.
        The prevalence and ingredient cost of chronic comorbidity in the Irish elderly population with medication treated type 2 diabetes: a retrospective cross-sectional study using a national pharmacy claims database.
        BMC Health Serv Res. 2013; 13: 23
        • Govan L.
        • Wu O.
        • Briggs A.
        • Colhoun H.M.
        • McKnight J.A.
        • Morris A.D.
        • et al.
        Inpatient costs for people with type 1 and type 2 diabetes in Scotland: a study from the Scottish Diabetes Research Network Epidemiology Group.
        Diabetologia. 2011; 54: 2000-2008
        • Honeycutt A.A.
        • Segel J.E.
        • Hoerger T.J.
        • Finkelstein E.A.
        Comparing cost-of-illness estimates from alternative approaches: an application to diabetes.
        Health Serv Res. 2009; 44: 303-320
        • Central Statistics Office
        StatBank CD211: enumerated population by sex age group and census year.
        Central Statistics Office, Cork2012
        • Guénette L.
        • Breton M.-C.
        • Hamdi H.
        • Grégoire J.-P.
        • Moisan J.
        Important treatment gaps in vascular protection for the elderly after type 2 diabetes therapy initiation.
        Can J Cardiol. 2013; 29: 1593-1598
        • Beest F.J.A.P.
        • Bij S.
        • van der Erkens J.A.
        • Kessabi S.
        • Groot M.
        • Herings R.M.C.
        Effect of non-persistent use of oral glucose-lowering drugs on HbA1c goal attainment.
        Curr Med Res Opin. 2008; 24: 2523-2529
        • Stuart B.C.
        • Simoni-Wastila L.
        • Zhao L.
        • Lloyd J.T.
        • Doshi J.A.
        Increased persistency in medication use by U.S. Medicare beneficiaries with diabetes is associated with lower hospitalization rates and cost savings.
        Diabetes Care. 2009; 32: 647-649
        • Kahn S.E.
        • Haffner S.M.
        • Heise M.A.
        • Herman W.H.
        • Holman R.R.
        • Jones N.P.
        • et al.
        Glycemic durability of rosiglitazone metformin, or glyburide monotherapy.
        NEJM. 2006; 355: 2427-2443
        • Thayer S.
        • Arondekar B.
        • Harley C.
        • Darkow T.E.
        Adherence to a fixed-dose combination of rosiglitazone/glimepiride in subjects switching from monotherapy or dual therapy with a thiazolidinedione and/or a sulfonylurea.
        Ann Pharmacother. 2010; 44: 791-799
        • Gaede P.
        • Vedel P.
        • Larsen N.
        • Jensen G.V.H.
        • Parving H-H.
        • Pedersen O.
        Multifactorial intervention and cardiovascular disease in patients with type 2 diabetes.
        N Engl J Med. 2003; 348: 383-393
        • Patel A.
        • MacMahon S.
        • Chalmers J.
        • Neal B.
        • Billot L.
        • Woodward M.
        • et al.
        Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes.
        N Engl J Med. 2008; 358: 2560-2572
        • Gerstein H.C.
        • Miller M.E.
        • Byington R.P.
        • Goff D.C.
        • Bigger J.T.
        • Buse J.B.
        • et al.
        Effects of intensive glucose lowering in type 2 diabetes.
        N Engl J Med. 2008; 358: 2545-2559
        • Duckworth W.
        • Abraira C.
        • Moritz T.
        • Reda D.
        • Emanuele N.
        • Reaven P.D.
        • et al.
        Glucose control and vascular complications in veterans with type 2 diabetes.
        N Engl J Med. 2009; 360: 129-139
        • Guthrie B.
        • Emslie-Smith A.
        • Morris A.D.
        Which people with Type 2 diabetes achieve good control of intermediate outcomes? Population database study in a UK region.
        Diabet Med. 2009; 26: 1269-1276
        • Clar C.
        • Barnard K.
        • Cummins E.
        • Royle P.
        • Waugh N.
        Self-monitoring of blood glucose in type 2 diabetes: systematic review.
        Health Technol Assess. 2010; 14: 1-140
        • Malanda U.L.
        • Welschen L.M.C.
        • Riphagen I.I.
        • Dekker J.M.
        • Nijpels G.
        • Bot S.D.M.
        Self-monitoring of blood glucose in patients with type 2 diabetes mellitus who are not using insulin.
        Cochrane Database Syst Rev. 2012; 1: CD005060
        • O’Kane M.J.
        • Bunting B.
        • Copeland M.
        • Coates V.E.
        Efficacy of self monitoring of blood glucose in patients with newly diagnosed type 2 diabetes (ESMON study): randomised controlled trial.
        BMJ. 2008; 336: 1174-1177
        • Scherbaum W.A.
        • Ohmann C.
        • Abholz H.-H.
        • Dragano N.
        • Lankisch M.
        Effect of the frequency of self-monitoring blood glucose in patients with type 2 diabetes treated with oral antidiabetic drugs – a multi-centre, randomized controlled trial.
        PLoS ONE. 2008; 3: e3087
        • National Clinical Programme for Diabetes
        Guide to blood glucose (sugar) testing.
        Health Service Executive, Dublin2015
        • Lord J.M.
        • Flight I.H.K.
        • Norman R.J.
        Metformin in polycystic ovary syndrome: systematic review and meta-analysis.
        BMJ. 2003; 327: 951-953
        • International Diabetes Federation
        IDF diabetes atlas.
        6th ed. International Diabetes Federation, Brussels, Belgium2013
        • Haas J.S.
        Potential savings from substituting generic drugs for brand-name drugs: medical expenditure panel survey, 1997–2000.
        Ann Intern Med. 2005; 142: 891
        • Robson J.
        • Smithers H.
        • Chowdhury T.
        • Bennett-Richards P.
        • Keene D.
        • Dostal I.
        • et al.
        Reduction in self-monitoring of blood glucose in type 2 diabetes: an observational controlled study in east London.
        Br J Gen Pract. 2015; 65: e256-e263
        • Meier J.L.
        • Swislocki A.L.M.
        • Lopez J.R.
        • Noth R.H.
        • Bartlebaugh P.
        • Siegel D.
        Reduction in self-monitoring of blood glucose in persons with type 2 diabetes results in cost savings and no change in glycemic control.
        Am J Manag Care. 2002; 8: 557-565