IDEAS home Printed from https://ideas.repec.org/a/spr/pharme/v39y2021i7d10.1007_s40273-021-01032-7.html
   My bibliography  Save this article

Economic Burden of Multiple Sclerosis in Low- and Middle‐Income Countries: A Systematic Review

Author

Listed:
  • Jalal Dahham

    (Maastricht University)

  • Rana Rizk

    (Institut National de Santé Publique, d’Épidémiologie Clinique et de Toxicologie (INSPECT-Lb))

  • Ingrid Kremer

    (Maastricht University)

  • Silvia M. A. A. Evers

    (Maastricht University
    Trimbos Institute)

  • Mickaël Hiligsmann

    (Maastricht University)

Abstract

Background Although the economic burden of multiple sclerosis (MS) in high-income countries (HICs) has been extensively studied, information on the costs of MS in low- and middle‐income countries (LMICs) remains scarce. Moreover, no review synthesizing and assessing the costs of MS in LMICs has yet been undertaken. Objective Our objective was to systematically identify and review the cost of illness (COI) of MS in LMICs to critically appraise the methodologies used, compare cost estimates across countries and by level of disease severity, and examine cost drivers. Methods We conducted a systematic literature search for original studies in English, French, and Dutch containing prevalence or incidence-based cost data of MS in LMICs. The search was conducted in MEDLINE (Ovid), PubMed, Embase (Ovid), Cochrane Library, National Health Service Economic Evaluation Database (NHS EED), Econlit, and CINAHL (EBSCO) on July 2020 without restrictions on publication date. Recommended and validated methods were used for data extraction and analysis to make the results of the COI studies comparable. Costs were adjusted to $US, year 2019 values, using the World Bank purchasing power parity and inflated using the consumer price index. Results A total of 14 studies were identified, all of which were conducted in upper-middle-income economies. Eight studies used a bottom-up approach for costing, and six used a top-down approach. Four studies used a societal perspective. The total annual cost per patient ranged between $US463 and 58,616. Costs varied across studies and countries, mainly because of differences regarding the inclusion of costs of disease-modifying therapies (DMTs), the range of cost items included, the methodological choices such as approaches used to estimate healthcare resource consumption, and the inclusion of informal care and productivity losses. Characteristics and methodologies of the included studies varied considerably, especially regarding the perspective adopted, cost data specification, and reporting of costs per severity levels. The total costs increased with greater disease severity. The cost ratios between different levels of MS severity within studies were relatively stable; costs were around 1–1.5 times higher for moderate versus mild MS and about two times higher for severe versus mild MS. MS drug costs were the main cost driver for less severe MS, whereas the proportion of direct non-medical costs and indirect costs increased with greater disease severity. Conclusion MS places a huge economic burden on healthcare systems and societies in LMICs. Methodological differences and substantial variations in terms of absolute costs were found between studies, which made comparison of studies challenging. However, the cost ratios across different levels of MS severity were similar, making comparisons between studies by disease severity feasible. Cost drivers were mainly DMTs and relapse treatments, and this was consistent across studies. Yet, the distribution of cost components varied with disease severity.

Suggested Citation

  • Jalal Dahham & Rana Rizk & Ingrid Kremer & Silvia M. A. A. Evers & Mickaël Hiligsmann, 2021. "Economic Burden of Multiple Sclerosis in Low- and Middle‐Income Countries: A Systematic Review," PharmacoEconomics, Springer, vol. 39(7), pages 789-807, July.
  • Handle: RePEc:spr:pharme:v:39:y:2021:i:7:d:10.1007_s40273-021-01032-7
    DOI: 10.1007/s40273-021-01032-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40273-021-01032-7
    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/s40273-021-01032-7?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. Friedrich Schneider & Robert Klinglmair, 2004. "Shadow economies around the world: what do we know?," Economics working papers 2004-03, Department of Economics, Johannes Kepler University Linz, Austria.
    2. Schneider, Friedrich, 2005. "Shadow economies around the world: what do we really know?," European Journal of Political Economy, Elsevier, vol. 21(3), pages 598-642, September.
    3. Isabela Maia Diniz & Augusto Afonso Guerra Junior & Livia Lovato Pires de Lemos & Kathiaja M Souza & Brian Godman & Marion Bennie & Björn Wettermark & Francisco de Assis Acurcio & Juliana Alvares & El, 2018. "The long-term costs for treating multiple sclerosis in a 16-year retrospective cohort study in Brazil," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-14, June.
    4. Valentin Brodszky & Zsuzsanna Beretzky & Petra Baji & Fanni Rencz & Márta Péntek & Alexandru Rotar & Konstantin Tachkov & Susanne Mayer & Judit Simon & Maciej Niewada & Rok Hren & László Gulácsi, 2019. "Cost-of-illness studies in nine Central and Eastern European countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(1), pages 155-172, June.
    5. Friedrich Schneider & Andreas Buehn & Claudio Montenegro, 2010. "New Estimates for the Shadow Economies all over the World," International Economic Journal, Taylor & Francis Journals, vol. 24(4), pages 443-461.
    6. Friedrich Schneider & Andreas Buehn & Claudio E. Montenegro, 2011. "Shadow Economies All Over the World: New Estimates for 162 Countries from 1999 to 2007," Chapters, in: Friedrich Schneider (ed.), Handbook on the Shadow Economy, chapter 1, Edward Elgar Publishing.
    7. Juan Oliva-Moreno & Marta Trapero-Bertran & Luz Maria Peña-Longobardo & Raúl del Pozo-Rubio, 2017. "The Valuation of Informal Care in Cost-of-Illness Studies: A Systematic Review," PharmacoEconomics, Springer, vol. 35(3), pages 331-345, March.
    8. Gisela Kobelt & Vanessa Teich & Marcela Cavalcanti & Ana Maria Canzonieri, 2019. "Burden and cost of multiple sclerosis in Brazil," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-12, January.
    9. Olivia Ernstsson & Hanna Gyllensten & Kristina Alexanderson & Petter Tinghög & Emilie Friberg & Anders Norlund, 2016. "Cost of Illness of Multiple Sclerosis - A Systematic Review," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-25, July.
    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. César Ramos Rocha-Filho & Johnny Wallef Leite Martins & Rosa Camila Lucchetta & Gabriel Sodré Ramalho & Giulia Fernandes Moça Trevisani & Aline Pereira da Rocha & Ana Carolina Pereira Nunes Pinto & Fe, 2022. "Hospitalization costs of coronaviruses diseases in upper-middle-income countries: A systematic review," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-13, March.

    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. repec:idq:ictduk:13663 is not listed on IDEAS
    2. Adriana AnaMaria DAVIDESCU, 2015. "The Relationship between Shadow Economy and Unemployment Rate. A Ardl Causality Analysis for the Case Of Romania," Romanian Statistical Review, Romanian Statistical Review, vol. 63(4), pages 46-62, December.
    3. Gheorghe H. Popescu & Adriana Ana Maria Davidescu & Catalin Huidumac, 2018. "Researching the Main Causes of the Romanian Shadow Economy at the Micro and Macro Levels: Implications for Sustainable Development," Sustainability, MDPI, vol. 10(10), pages 1-37, September.
    4. Piotr Dybka & Bartosz Olesiński & Marek Rozkrut & Andrzej Torój, 2023. "Measuring the model uncertainty of shadow economy estimates," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1069-1106, August.
    5. Hazans, Mihails, 2011. "What explains prevalence of informal employment in European countries : the role of labor institutions, governance, immigrants, and growth," Policy Research Working Paper Series 5917, The World Bank.
    6. Martin Halla, 2011. "The Link between the Intrinsic Motivation to Comply and Compliance Behaviour: A Critical Appraisal of Existing Evidence," Chapters, in: Friedrich Schneider (ed.), Handbook on the Shadow Economy, chapter 11, Edward Elgar Publishing.
    7. Friedrich Schneider & Gorana Krstić & Milojko Arsić & Saša Ranđelović, 2015. "What Is the Extent of the Shadow Economy in Serbia?," Contributions to Economics, in: Gorana Krstić & Friedrich Schneider (ed.), Formalizing the Shadow Economy in Serbia, edition 127, chapter 0, pages 47-75, Springer.
    8. Ceyhun Elgin & Friedrich Schneider, 2016. "Shadow Economies in OECD Countries: DGE vs. MIMIC Approaches," Bogazici Journal, Review of Social, Economic and Administrative Studies, Bogazici University, Department of Economics, vol. 30(1), pages 51-75.
    9. Jozef Pacolet & Joris Vanormelingen, 2015. "Illicit Financial Flows: concepts and first macro estimates for Belgium and its 18 preferred partner countries," BeFinD Working Papers 0110, University of Namur, Department of Economics.
    10. Adriana AnaMaria DAVIDESCU, 2014. "Evaluating The Relationship Between Official Economy And Shadow Economy In Romania. A Structural Vector Autoregressive Approach," Journal of Social and Economic Statistics, Bucharest University of Economic Studies, vol. 3(2), pages 57-65, DECEMBER.
    11. Ceyhun Elgin & Burak Uras, 2013. "Is informality a barrier to financial development?," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 4(3), pages 309-331, August.
    12. Monica Violeta Achim & Sorin Nicolae Borlea & Lucian Vasile Găban & Alin Adrian Mihăilă, 2019. "The Shadow Economy and Culture: Evidence in European Countries," Eastern European Economics, Taylor & Francis Journals, vol. 57(5), pages 352-374, September.
    13. Dennis Nchor & Tomáš Konderla, 2016. "The Shadow Economy of Czech Republic and Tax Evasion: The Currency Demand Approach," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 64(6), pages 2081-2086.
    14. Barbier-Gauchard, Amélie & De Palma, Francesco & Diana, Giuseppe, 2014. "Why should Southern economies stay in the Euro Zone? The role of labor markets," Economic Modelling, Elsevier, vol. 43(C), pages 201-208.
    15. Piotr Dybka & Bartosz Olesiński & Marek Rozkrut & Andrzej Torój, 2020. "Measuring the uncertainty of shadow economy estimates using Bayesian and frequentist model averaging," KAE Working Papers 2020-046, Warsaw School of Economics, Collegium of Economic Analysis.
    16. Mohammad Nurunnabi, 2018. "Tax evasion and religiosity in the Muslim world: the significance of Shariah regulation," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 371-394, January.
    17. James Atta Peprah & Francis Kwaw Andoh & Eric Atsu Avorkpo & Kwabena Nkansah Dafor & Benedict Afful Jr & Camara Kwasi Obeng, 2022. "Compliance Burden and Tax Gap Among Micro and Small Businesses: Evidence From Ghana," SAGE Open, , vol. 12(4), pages 21582440221, October.
    18. Markandya, Anil & González-Eguino, Mikel & Escapa, Marta, 2013. "From shadow to green: Linking environmental fiscal reforms and the informal economy," Energy Economics, Elsevier, vol. 40(S1), pages 108-118.
    19. Amedeo Argentiero & Carlo Andrea Bollino, 2015. "Uncovering Unobserved Economy: A General Equilibrium Characterization," Metroeconomica, Wiley Blackwell, vol. 66(2), pages 306-338, May.
    20. Halla Martin, 2012. "Tax Morale and Compliance Behavior: First Evidence on a Causal Link," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-27, April.
    21. Elgin, Ceyhun & Uras, Burak R., 2013. "Public debt, sovereign default risk and shadow economy," Journal of Financial Stability, Elsevier, vol. 9(4), pages 628-640.

    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:pharme:v:39:y:2021:i:7:d:10.1007_s40273-021-01032-7. 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.