IDEAS home Printed from https://ideas.repec.org/a/eee/hepoli/v122y2018i6p614-620.html
   My bibliography  Save this article

Variations in non-prescription drug consumption and expenditure: Determinants and policy implications

Author

Listed:
  • Otto, Monica
  • Armeni, Patrizio
  • Jommi, Claudio

Abstract

This paper analyses the determinants of cross-regional variations in expenditure and consumption for non-prescription drugs using the Italian Health Care Service as a case study. This research question has never been posed in other literature contributions. Per capita income, the incidence of elderly people, the presence of distribution points alternative to community pharmacies (para-pharmacies and drug corners in supermarkets), and the disease prevalence were included as possible explanatory variables. A trade-off between consumption of non-prescription and prescription-only drugs was also investigated. Correlation was tested through linear regression models with regional fixed-effects. Demand-driven variables, including the prevalence of the target diseases and income, were found to be more influential than supply-side variables, such as the presence of alternative distribution points. Hence, the consumption of non-prescription drugs appears to respond to needs and is not induced by the supply. The expected trade-off between consumption for prescription-only and non-prescription drugs was not empirically found: increasing the use of non-prescription drugs did not automatically imply savings on prescription-only drugs covered by third payers. Despite some caveats (the short period of time covered by the longitudinal data and some missing monthly data), the regression model revealed a high explanatory power of the variability and a strong predictive ability of future values.

Suggested Citation

  • Otto, Monica & Armeni, Patrizio & Jommi, Claudio, 2018. "Variations in non-prescription drug consumption and expenditure: Determinants and policy implications," Health Policy, Elsevier, vol. 122(6), pages 614-620.
  • Handle: RePEc:eee:hepoli:v:122:y:2018:i:6:p:614-620
    DOI: 10.1016/j.healthpol.2018.01.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0168851018300277
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.healthpol.2018.01.012?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. Alice Sanwald & Engelbert Theurl, 2017. "Out-of-pocket expenditures for pharmaceuticals: lessons from the Austrian household budget survey," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(4), pages 435-447, May.
    2. Joan Costa-Font & Panos Kanavos & Joan Rovira, 2007. "Determinants of out-of-pocket pharmaceutical expenditure and access to drugs in Catalonia," Applied Economics, Taylor & Francis Journals, vol. 39(5), pages 541-551.
    3. Coulson, N Edward, et al, 1995. "Estimating the Moral-Hazard Effect of Supplemental Medical Insurance in the Demand for Prescription Drugs by the Elderly," American Economic Review, American Economic Association, vol. 85(2), pages 122-126, May.
    4. Mousnad, Mohamed Awad & Shafie, Asrul Akmal & Ibrahim, Mohamed Izham, 2014. "Systematic review of factors affecting pharmaceutical expenditures," Health Policy, Elsevier, vol. 116(2), pages 137-146.
    Full references (including those not matched with items on IDEAS)

    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. Yesim Köksal, Miyase, 2011. "Compassion and cost: The dual role of reference pricing," Working Papers in Economics 498, University of Gothenburg, Department of Economics.
    2. Herberholz, Chantal & Phuntsho, Sonam, 2021. "Medical, transportation and spiritual out-of-pocket health expenditure on outpatient and inpatient visits in Bhutan," Social Science & Medicine, Elsevier, vol. 273(C).
    3. Jiang, Yawen & Ni, Weiyi, 2020. "Impact of supplementary private health insurance on hospitalization and physical examination in China," China Economic Review, Elsevier, vol. 63(C).
    4. Jiménez-Rubio, Dolores & Hernández-Quevedo, Cristina, 2010. "Explaining the demand for pharmaceuticals in Spain: Are there differences in drug consumption between foreigners and the Spanish population?," Health Policy, Elsevier, vol. 97(2-3), pages 217-224, October.
    5. Ivan Moreno-Torres, 2011. "Generic drugs in Spain: price competition vs. moral hazard," Working Papers XREAP2011-04, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2011.
    6. Ahmad Reshad Osmani & Albert Okunade, 2021. "A Double-Hurdle Model of Healthcare Expenditures across Income Quintiles and Family Size: New Insights from a Household Survey," JRFM, MDPI, vol. 14(6), pages 1-21, May.
    7. Jorge Iván González, 2016. "Sentimientos y racionalidad en economía," Books, Universidad Externado de Colombia, Facultad de Economía, edition 1, number 75, August.
    8. Xiangping Liu & Danijel Nestic & Tomislav Vukina, 2012. "Estimating Adverse Selection And Moral Hazard Effects With Hospital Invoices Data In A Government‐Controlled Healthcare System," Health Economics, John Wiley & Sons, Ltd., vol. 21(8), pages 883-901, August.
    9. Donald Vandegrift & Anusua Datta, 2006. "Prescription Drug Expenditures in the United States: The Effects of Obesity, Demographics, and New Pharmaceutical Products," Southern Economic Journal, John Wiley & Sons, vol. 73(2), pages 515-529, October.
    10. Paul V. Grootendorst & Mitchell Levine, 2002. "Do Drug Plans Matter? Effects of Drug Plan Eligibility on Drug Use Among the Elderly, Social Assistance Recipients and the General Population," Social and Economic Dimensions of an Aging Population Research Papers 73, McMaster University.
    11. Barros, Pedro Pita & Machado, Matilde P. & Sanz-de-Galdeano, Anna, 2008. "Moral hazard and the demand for health services: A matching estimator approach," Journal of Health Economics, Elsevier, vol. 27(4), pages 1006-1025, July.
    12. Qian Li & Pravin K. Trivedi, 2016. "Adverse and Advantageous Selection in the Medicare Supplemental Market: A Bayesian Analysis of Prescription drug Expenditure," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 192-211, February.
    13. Moreira S & Pita Barros P, 2009. "Double coverage and demand for health care: Evidence from quantile regression," Health, Econometrics and Data Group (HEDG) Working Papers 09/21, HEDG, c/o Department of Economics, University of York.
    14. repec:mpr:mprres:6332 is not listed on IDEAS
    15. Filippini, M. & Heimsch, F. & Masiero, G., 2014. "Antibiotic consumption and the role of dispensing physicians," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 242-251.
    16. Gerson Javier Pérez-Valbuena & Alejandro Silva-Ureña, 2017. "Una mirada a los gastos de bolsillo en salud para Colombia," Chapters, in: Jaime Bonet & Karelys Guzmán-Finol & Lucas Wilfried Hahn-De-Castro (ed.), La salud en Colombia: una perspectiva regional, chapter 11, pages 365-404, Banco de la Republica de Colombia.
    17. L. G. González Ortiz & G. Masiero, 2013. "Disentangling spillover effects of antibiotic consumption: a spatial panel approach," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 1041-1054, March.
    18. Andr? Romeu-Santana & ?gel M. Vera-Hern?dez, "undated". "A Semi-Nonparametric Estimator For Counts With An Endogenous Dummy. Variable," UFAE and IAE Working Papers 452.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    19. Astrid Kiil, 2012. "Does employment-based private health insurance increase the use of covered health care services? A matching estimator approach," International Journal of Health Economics and Management, Springer, vol. 12(1), pages 1-38, March.
    20. Astrid Kiil & Jacob Nielsen Arendt, 2017. "The effect of complementary private health insurance on the use of health care services," International Journal of Health Economics and Management, Springer, vol. 17(1), pages 1-27, March.
    21. Veronika Kočiš Krůtilová, 2021. "The out‐of‐pocket medication burden: Which health problems impact the Czech population aged 50+?," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(6), pages 2129-2144, November.

    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:eee:hepoli:v:122:y:2018:i:6:p:614-620. 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: Catherine Liu or the person in charge (email available below). General contact details of provider: http://www.elsevier.com/locate/healthpol .

    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.