IDEAS home Printed from https://ideas.repec.org/a/spr/aphecp/v16y2018i5d10.1007_s40258-018-0398-2.html
   My bibliography  Save this article

Impact of Reducing Glycated Hemoglobin on Healthcare Costs Among a Population with Uncontrolled Diabetes

Author

Listed:
  • Megha Bansal

    (Medtronic)

  • Mona Shah

    (Medtronic)

  • Brian Reilly

    (Medtronic)

  • Susan Willman

    (Medtronic)

  • Max Gill

    (Medtronic)

  • Francine R. Kaufman

    (Medtronic)

Abstract

Introduction Glycated hemoglobin (A1C) is considered a “gold standard” measure of glycemic control in patients with diabetes and is correlated with a lower risk of diabetes complications and cost savings. This retrospective claims-analysis assessed the impact of A1C reduction on healthcare costs in patients with uncontrolled Type 1 and Type 2 diabetes. Methods Using a large repository of US health plan administrative data linked to A1C values, patients with a diabetes diagnosis and at least two A1C values between 1 January 2009 and 31 December 2014 were selected to identify changes in A1C and associated changes in healthcare expenditure. We used all medical and pharmacy claims to calculate direct healthcare costs from 1 year prior to the index A1C to 2 years after the index A1C. A propensity score method was used to match patients with decreased A1C to patients whose A1C did not decrease, based on potentially confounding variables. Then, a generalized linear model regression was used to estimate the difference-in-difference (DD) effect on costs between the two groups. Results Of the 3,197 patients who had a first A1C ≥ 9%, 2,273 patients (71%) had a decrease in A1C (Decreasers) and 924 patients (27%) had an increase in A1C (Non-decreasers). After matching, we compared 912 Decreasers to 912 Non-decreasers. Patients in the former group had average annual healthcare costs that were 24% lower during the first year of follow-up and 17% lower during the second year of follow-up, compared to patients whose A1C did not decrease. This reflected a savings of US$2503 and US$1690, respectively. For both time periods, the outpatient category was the largest contributor to cost savings. Discussion In our analysis, A1C reduction among patients with T1DM and T2DM was associated with slower growth in healthcare costs within 1–2 years. These findings suggest that programs aimed at reducing A1C over a short timeframe may lead to substantial savings and may be worth pursuing by health plans and other payers.

Suggested Citation

  • Megha Bansal & Mona Shah & Brian Reilly & Susan Willman & Max Gill & Francine R. Kaufman, 2018. "Impact of Reducing Glycated Hemoglobin on Healthcare Costs Among a Population with Uncontrolled Diabetes," Applied Health Economics and Health Policy, Springer, vol. 16(5), pages 675-684, October.
  • Handle: RePEc:spr:aphecp:v:16:y:2018:i:5:d:10.1007_s40258-018-0398-2
    DOI: 10.1007/s40258-018-0398-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40258-018-0398-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40258-018-0398-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ejis, 2017. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 01, March.
    2. Ejis, 2016. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
    3. Ejis, 2016. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 01, March.
    4. Ejis, 2017. "Table of Contents," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ugolini, Cristina & Lippi Bruni, Matteo & Leucci, Anna Caterina & Fiorentini, Gianluca & Berti, Elena & Nobilio, Lucia & Moro, Maria Luisa, 2019. "Disease management in diabetes care: When involving GPs improves patient compliance and health outcomes," Health Policy, Elsevier, vol. 123(10), pages 955-962.
    2. Marcia G. Ory & Shinduk Lee & Samuel D. Towne & Starr Flores & Olga Gabriel & Matthew Lee Smith, 2020. "Implementing a Diabetes Education Program to Reduce Health Disparities in South Texas: Application of the RE-AIM Framework for Planning and Evaluation," IJERPH, MDPI, vol. 17(17), pages 1-19, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Adam Lulek, 2019. "Information on environmental protection and annual reports of oil companies," Ekonomia i Prawo, Uniwersytet Mikolaja Kopernika, vol. 18(4), pages 475-486, December.
    2. Duane Hybertson & Mimi Hailegiorghis & Kenneth Griesi & Brian Soeder & William Rouse, 2018. "Evidence‐based systems engineering," Systems Engineering, John Wiley & Sons, vol. 21(3), pages 243-258, May.
    3. Rikki Jones & Cindy Woods & Kim Usher, 2018. "Rates and features of methamphetamine‐related presentations to emergency departments: An integrative literature review," Journal of Clinical Nursing, John Wiley & Sons, vol. 27(13-14), pages 2569-2582, July.
    4. Rachel Cross & Julie Considine & Judy Currey, 2019. "Nursing handover of vital signs at the transition of care from the emergency department to the inpatient ward: An integrative review," Journal of Clinical Nursing, John Wiley & Sons, vol. 28(5-6), pages 1010-1021, March.
    5. Robert E. Till & Mary Beth Yount, 2019. "Governance and Incentives: Is It Really All about the Money?," Journal of Business Ethics, Springer, vol. 159(3), pages 605-618, October.
    6. Helen Lee & Sarah Shea Crowne & Melanie Estarziau & Keith Kranker & Charles Michalopoulos & Anne Warren & Tod Mijanovich & Jill H. Filene & Anne Duggan & Virginia Knox, "undated". "The Effects of Home Visiting on Prenatal Health, Birth Outcomes, and Health Care Use in the First Year of Life: Final Implementation and Impact Findings from the Mother and Infant Home Visiting Progra," Mathematica Policy Research Reports a9626a8d90bf4f01811d0c9d7, Mathematica Policy Research.
    7. A. Portansky P. & А. Портанский П., 2017. "О перспективах мегарегиональных торговых соглашений // About the Prospects of Megaregional Trade Agreements," Мир новой экономики // The world of new economy, Финансовый университет при Правительстве Российской Федерации // Financial University under The Governtment оf The Russian Federation, issue 3, pages 47-53.
    8. Syed Afroz Keramat & Khorshed Alam & Jeff Gow & Stuart J H Biddle, 2020. "Gender differences in the longitudinal association between obesity, and disability with workplace absenteeism in the Australian working population," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-14, May.
    9. Anders Peder Højer Karlsen & Mik Wetterslev & Signe Elisa Hansen & Morten Sejer Hansen & Ole Mathiesen & Jørgen B Dahl, 2017. "Postoperative pain treatment after total knee arthroplasty: A systematic review," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-53, March.
    10. Michelle Giles & Laura Graham & Jean Ball & Jennie King & Wendy Watts & Alison Harris & Christopher Oldmeadow & Rod Ling & Michelle Paul & Anthony O’Brien & Vicki Parker & John Wiggers & Maralyn Foure, 2020. "Implementation of a multifaceted nurse‐led intervention to reduce indwelling urinary catheter use in four Australian hospitals: A pre‐ and postintervention study," Journal of Clinical Nursing, John Wiley & Sons, vol. 29(5-6), pages 872-886, March.
    11. Marcella Alsan & Sarah Eichmeyer, 2024. "Experimental Evidence on the Effectiveness of Nonexperts for Improving Vaccine Demand," American Economic Journal: Economic Policy, American Economic Association, vol. 16(1), pages 394-414, February.
    12. Phuong T. Nguyen & Sam Wells, 2018. "Systemic Indicators for Rural Communities in Developing Economies: Bringing the Shared Vision into Being," Systemic Practice and Action Research, Springer, vol. 31(2), pages 159-177, April.
    13. Ivana Borić & Andrea Ćosić & Iva Prskalo, 2021. "Experiences of Adolescent Participation in Educational Institutions in Croatia," Societies, MDPI, vol. 11(4), pages 1-17, December.
    14. Nareen O. M. Salim & Adnan Mohsin Abdulazeez, 2021. "Human Diseases Detection Based On Machine Learning Algorithms: A Review," International Journal of Science and Business, IJSAB International, vol. 5(2), pages 102-113.
    15. Claire Greene & Scott Schuh, 2017. "The 2016 Diary of Consumer Payment Choice," Research Data Report 17-7, Federal Reserve Bank of Boston.
    16. Michelle Tew & Philip Clarke & Karin Thursky & Kim Dalziel, 2019. "Incorporating Future Medical Costs: Impact on Cost-Effectiveness Analysis in Cancer Patients," PharmacoEconomics, Springer, vol. 37(7), pages 931-941, July.
    17. Wadhawan, Siddharth R. & Pearce, Joshua M., 2017. "Power and energy potential of mass-scale photovoltaic noise barrier deployment: A case study for the U.S," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 125-132.
    18. Meier, Armando N. & Levav, Jonathan & Meier, Stephan, 2020. "Early Release and Recidivism," IZA Discussion Papers 13035, Institute of Labor Economics (IZA).
    19. Luiz Oliveira & Joel J. P. C. Rodrigues & Sergei A. Kozlov & Ricardo A. L. Rabêlo & Victor Hugo C. de Albuquerque, 2019. "MAC Layer Protocols for Internet of Things: A Survey," Future Internet, MDPI, vol. 11(1), pages 1-42, January.
    20. Phuong T. Nguyen & Sam Wells & Nam Nguyen, 2019. "A Systemic Indicators Framework for Sustainable Rural Community Development," Systemic Practice and Action Research, Springer, vol. 32(3), pages 335-352, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:aphecp:v:16:y:2018:i:5:d:10.1007_s40258-018-0398-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.