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Published in: BMC Health Services Research 1/2014

Open Access 01-12-2014 | Research article

The implications of regional and national demographic projections for future GMS costs in Ireland through to 2026

Authors: Aisling Conway, Martin Kenneally, Noel Woods, Andreas Thummel, Marie Ryan

Published in: BMC Health Services Research | Issue 1/2014

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Abstract

Background

As the health services in Ireland have become more resource-constrained, pressure has increased to reduce public spending on community drug schemes such as General Medical Services (GMS) drug prescribing and to understand current and future trends in prescribing. The GMS scheme covers approximately 37% of the Irish population in 2011 and entitles them, inter alia, to free prescription drugs and appliances. This paper projects the effects of future changes in population, coverage, claims rates and average claims cost on GMS costs in Ireland.

Methods

Data on GMS coverage, claims rates and average cost per claim are drawn from the Primary Care Reimbursement Service (PCRS) and combined with Central Statistics Office (CSO) (Regional and National Population Projections through to 2026). A Monte Carlo Model is used to simulate the effects of demographic change (by region, age, gender, coverage, claims rates and average claims cost) will have on GMS prescribing costs in 2016, 2021 and 2026 under different scenarios.

Results

The Population of Ireland is projected to grow by 32% between 2007 and 2026 and by 96% for the over 70s. The Eastern region is estimated to grow by 3% over the lifetime of the projections at the expense of most other regions. The Monte Carlo simulations project that females will be a bigger driver of GMS costs than males. Midlands region will be the most expensive of the eight old health board regions. Those aged 70 and over and children under 11 will be significant drivers of GMS costs with the impending demographic changes. Overall GMS medicines costs are projected to rise to €1.9bn by 2026.

Conclusions

Ireland’s population will experience rapid growth over the next decade. Population growth coupled with an aging population will result in an increase in coverage rates, thus the projected increase in overall prescribing costs. Our projections and simulations map the likely evolution of GMS cost, given existing policies and demographic trends. These costs can be contained by government policy initiatives.
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Literature
1.
go back to reference Walshe V, Kenneally M: Community drug expenditure and recent cost containment measures. Ir Med J. 2013, 106 (2): 44-46.PubMed Walshe V, Kenneally M: Community drug expenditure and recent cost containment measures. Ir Med J. 2013, 106 (2): 44-46.PubMed
2.
go back to reference Gorecki PK, Nolan A, Brick A, Lyons S: Delivery of Pharmaceuticals in Ireland: Getting a Bigger Bang for the Buck. Economic and Social Research Institute, Policy Research Series. 2012, Dublin, Paper No.24 Gorecki PK, Nolan A, Brick A, Lyons S: Delivery of Pharmaceuticals in Ireland: Getting a Bigger Bang for the Buck. Economic and Social Research Institute, Policy Research Series. 2012, Dublin, Paper No.24
4.
go back to reference Barry M, Molloy D, Usher C, Tilson L: Drug Expenditure in Ireland 1997–2007. Ir Med J. 2008, 101 (10): 299-302.PubMed Barry M, Molloy D, Usher C, Tilson L: Drug Expenditure in Ireland 1997–2007. Ir Med J. 2008, 101 (10): 299-302.PubMed
7.
go back to reference Canadian Institute for Health Information: Drivers of Prescription Drug Spending in Canada. 2012, Ottawa, Ontario Canadian Institute for Health Information: Drivers of Prescription Drug Spending in Canada. 2012, Ottawa, Ontario
8.
go back to reference Richardson K, Moore P, Peklar J, Galvin R, Bennett K, Kenny RA: Polypharmacy in adults over 50 in Ireland: opportunities for cost saving and improved healthcare. The Irish Longitudinal Study on Ageing (Tilda). 2012 Richardson K, Moore P, Peklar J, Galvin R, Bennett K, Kenny RA: Polypharmacy in adults over 50 in Ireland: opportunities for cost saving and improved healthcare. The Irish Longitudinal Study on Ageing (Tilda). 2012
9.
go back to reference Sood N, De Vries H, Gutlerrez I, Lakdawalla DN, Goldman DP: The effect of regulation on pharmaceutical revenues: experience in nineteen countries. Health Aff. 2009, 28 (1): 125-137. 10.1377/hlthaff.28.1.w125.CrossRef Sood N, De Vries H, Gutlerrez I, Lakdawalla DN, Goldman DP: The effect of regulation on pharmaceutical revenues: experience in nineteen countries. Health Aff. 2009, 28 (1): 125-137. 10.1377/hlthaff.28.1.w125.CrossRef
10.
go back to reference Calderon-Larranaga A, Abrams C, Poblador-Plou B, Weiner JP, Prados-Torres A: Applying diagnosis and pharmacy-based risk models to predict pharmacy use in Aragon, Spain: the impact of a local calibration. BMC Health Serv Res. 2010, 10: 22-10.1186/1472-6963-10-22.CrossRefPubMedPubMedCentral Calderon-Larranaga A, Abrams C, Poblador-Plou B, Weiner JP, Prados-Torres A: Applying diagnosis and pharmacy-based risk models to predict pharmacy use in Aragon, Spain: the impact of a local calibration. BMC Health Serv Res. 2010, 10: 22-10.1186/1472-6963-10-22.CrossRefPubMedPubMedCentral
11.
go back to reference Wrobel MV, Doshi J, Bruce MS, Stuart C, Briesacher B: Predictability of prescription drug expenditures for medicare beneficiaries. Health Care Financ Rev. 2003, 25 (2): 37-46.PubMedPubMedCentral Wrobel MV, Doshi J, Bruce MS, Stuart C, Briesacher B: Predictability of prescription drug expenditures for medicare beneficiaries. Health Care Financ Rev. 2003, 25 (2): 37-46.PubMedPubMedCentral
12.
go back to reference Sales AE, Liu CF, Sloan KL, Malkin J, Fishman PA, Rosen AK, Loveland S, Nichol WP, Suzuki NT, Perrin E, Sharp ND, Todd-Stenberg J: Predicting costs of care using a pharmacy-based measure risk adjustment in a veteran population. Med Care. 2003, 41 (6): 753-760.PubMed Sales AE, Liu CF, Sloan KL, Malkin J, Fishman PA, Rosen AK, Loveland S, Nichol WP, Suzuki NT, Perrin E, Sharp ND, Todd-Stenberg J: Predicting costs of care using a pharmacy-based measure risk adjustment in a veteran population. Med Care. 2003, 41 (6): 753-760.PubMed
13.
go back to reference Zhao Y, Ash AS, Ellis RP, Ayanian JZ, Pope GC, Bowen B, Weyuker L: Predicting pharmacy costs and other medical costs using diagnoses and drug claims. Med Care. 2005, 43 (1): 34-43.PubMed Zhao Y, Ash AS, Ellis RP, Ayanian JZ, Pope GC, Bowen B, Weyuker L: Predicting pharmacy costs and other medical costs using diagnoses and drug claims. Med Care. 2005, 43 (1): 34-43.PubMed
14.
go back to reference Bennett K, Barry M, Tilson L: Pharmaceuticals in Projecting The Impact of Demographic Change on The Demand for and Delivery of Health Care in Ireland. Economic and Social Research Institute, Policy Research Series. 2009, Dublin, Paper No.13 Bennett K, Barry M, Tilson L: Pharmaceuticals in Projecting The Impact of Demographic Change on The Demand for and Delivery of Health Care in Ireland. Economic and Social Research Institute, Policy Research Series. 2009, Dublin, Paper No.13
15.
go back to reference Naughton C, Bennett K, Feely J: Regional variation in prescribing for chronic conditions among an elderly population using a pharmacy claims database. Ir J Med Sci. 2006, 175 (3): 32-39. 10.1007/BF03169170.CrossRefPubMed Naughton C, Bennett K, Feely J: Regional variation in prescribing for chronic conditions among an elderly population using a pharmacy claims database. Ir J Med Sci. 2006, 175 (3): 32-39. 10.1007/BF03169170.CrossRefPubMed
16.
go back to reference Usher C, Bennett K, Feely J: Regional variation in the prescribing for diabetes and use of secondary preventative therapies in Ireland. Pharmacoepidemiol Drug Saf. 2005, 14 (8): 537-544. 10.1002/pds.1104.CrossRefPubMed Usher C, Bennett K, Feely J: Regional variation in the prescribing for diabetes and use of secondary preventative therapies in Ireland. Pharmacoepidemiol Drug Saf. 2005, 14 (8): 537-544. 10.1002/pds.1104.CrossRefPubMed
18.
go back to reference Sinnot S, Guinane M, Whelton H, Byrne S: ‘Is 50 cent the price of the optimal copayment? - a qualitative study of patient opinions and attitudes in response to a 50 cent charge on prescription drugs in a publicly funded health system in Ireland’. BMC Health Serv Res. 2013, 13 (16). Sinnot S, Guinane M, Whelton H, Byrne S: ‘Is 50 cent the price of the optimal copayment? - a qualitative study of patient opinions and attitudes in response to a 50 cent charge on prescription drugs in a publicly funded health system in Ireland’. BMC Health Serv Res. 2013, 13 (16).
20.
go back to reference Nuijten MJC: Incorporation of statistical uncertainty in health economic modelling studies using second-order Monte Carlo simulations. Pharmacoeconomics. 2004, 22: 759-769. 10.2165/00019053-200422120-00001.CrossRefPubMed Nuijten MJC: Incorporation of statistical uncertainty in health economic modelling studies using second-order Monte Carlo simulations. Pharmacoeconomics. 2004, 22: 759-769. 10.2165/00019053-200422120-00001.CrossRefPubMed
21.
go back to reference Sugiyama S: Forecast uncertainty and Monte Carlo simulation. Foresight Int J Appl Forecast. 2007, 6: 29-37. Sugiyama S: Forecast uncertainty and Monte Carlo simulation. Foresight Int J Appl Forecast. 2007, 6: 29-37.
22.
go back to reference Layte R, Wiley M, O’Reilly J, Holmes P, Morgenroth E, Barry M, Wren MA, Thomas S, Normand C, Smith S, Fahey T: Report 1: recent demographic trends and their impact on the delivery of health care in Ireland. Econ Soc Res Inst. 2007 Layte R, Wiley M, O’Reilly J, Holmes P, Morgenroth E, Barry M, Wren MA, Thomas S, Normand C, Smith S, Fahey T: Report 1: recent demographic trends and their impact on the delivery of health care in Ireland. Econ Soc Res Inst. 2007
23.
go back to reference Barry M, Usher C, Tilson L: Public drug expenditure in the Republic of Ireland. Expert Rev Pharmacoecon Outcomes Res. 2010, 10 (3): 239-245. 10.1586/erp.10.23.CrossRefPubMed Barry M, Usher C, Tilson L: Public drug expenditure in the Republic of Ireland. Expert Rev Pharmacoecon Outcomes Res. 2010, 10 (3): 239-245. 10.1586/erp.10.23.CrossRefPubMed
26.
go back to reference Bech M, Christiansen T, Khoman E, Lauridsen J, Weale M: Ageing and health care expenditure in EU-15. Eur J Health Econ. 2010, 12: 469-478.CrossRefPubMed Bech M, Christiansen T, Khoman E, Lauridsen J, Weale M: Ageing and health care expenditure in EU-15. Eur J Health Econ. 2010, 12: 469-478.CrossRefPubMed
31.
go back to reference Schafheutle EI: Patients’ views on the UK policy of prescription charges–Insights from qualitative interviews. Res Soc Admin Pharm. 2008, 4 (4): 343-354. 10.1016/j.sapharm.2008.02.001.CrossRef Schafheutle EI: Patients’ views on the UK policy of prescription charges–Insights from qualitative interviews. Res Soc Admin Pharm. 2008, 4 (4): 343-354. 10.1016/j.sapharm.2008.02.001.CrossRef
32.
go back to reference Atella V, Schafheutle E, Noyce P, Hassell K: Affordability of medicines and patients’ cost-reducing behaviour: empirical evidence based on SUR estimates from Italy and the UK. Appl Health Econ Health Pol. 2005, 4 (1): 23-35. 10.2165/00148365-200504010-00005.CrossRef Atella V, Schafheutle E, Noyce P, Hassell K: Affordability of medicines and patients’ cost-reducing behaviour: empirical evidence based on SUR estimates from Italy and the UK. Appl Health Econ Health Pol. 2005, 4 (1): 23-35. 10.2165/00148365-200504010-00005.CrossRef
33.
go back to reference Doran E, Robertson J, Henry D: Moral hazard and prescription medicine use in Australia–the patient perspective. Soc Sci Med. 2005, 60 (7): 1437-1443. 10.1016/j.socscimed.2004.08.005.CrossRefPubMed Doran E, Robertson J, Henry D: Moral hazard and prescription medicine use in Australia–the patient perspective. Soc Sci Med. 2005, 60 (7): 1437-1443. 10.1016/j.socscimed.2004.08.005.CrossRefPubMed
34.
go back to reference Rice T, Matsuoka KY: The impact of cost-sharing on appropriate utilization and health status: a review of the literature on seniors. Med Care Res Rev. 2004, 61 (4): 415-452. 10.1177/1077558704269498.CrossRefPubMed Rice T, Matsuoka KY: The impact of cost-sharing on appropriate utilization and health status: a review of the literature on seniors. Med Care Res Rev. 2004, 61 (4): 415-452. 10.1177/1077558704269498.CrossRefPubMed
35.
go back to reference Lexchin J, Grootendorst P: Effects of prescription drug user fees on drug and health services use and on health status in vulnerable populations: a systematic review of the evidence. Int J Health Serv. 2004, 34 (1): 101-122. 10.2190/4M3E-L0YF-W1TD-EKG0.CrossRefPubMed Lexchin J, Grootendorst P: Effects of prescription drug user fees on drug and health services use and on health status in vulnerable populations: a systematic review of the evidence. Int J Health Serv. 2004, 34 (1): 101-122. 10.2190/4M3E-L0YF-W1TD-EKG0.CrossRefPubMed
Metadata
Title
The implications of regional and national demographic projections for future GMS costs in Ireland through to 2026
Authors
Aisling Conway
Martin Kenneally
Noel Woods
Andreas Thummel
Marie Ryan
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2014
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-14-477

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