SynthesisPharmacoEconomics2021
Economic Burden of Multiple Sclerosis in Low- and Middle-Income Countries: A Systematic Review.
Synthesis in PharmacoEconomics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The role of serum neurofilament light (sNfL) as a biomarker in multiple sclerosis: insights from a systematic review.Journal of neurology · 2025Pooled it
- Rituximab for people with multiple sclerosis.The Cochrane database of systematic reviews · 2025Pooled it
- A consensus-based checklist for the critical appraisal of cost-of-illness (COI) studies.International journal of technology assessment in health care · 2023Guideline
- Hospitalization costs of coronaviruses diseases in upper-middle-income countries: A systematic review.PloS one · 2022Pooled it
- Virtual Reality-Based Therapy Improves Fatigue, Impact, and Quality of Life in Patients with Multiple Sclerosis. A Systematic Review with a Meta-Analysis.Sensors (Basel, Switzerland) · 2021Pooled it
- Diagnostic Delay in Multiple Sclerosis in China: A Nationwide Cross-Sectional Study.Advances in therapy · 2026Article
- Assessing the Early Economic Feasibility of a Curative Gene Therapy for Multiple Sclerosis Using a Risk-Adjusted Valuation Framework.Healthcare (Basel, Switzerland) · 2026Article
- Epidemiology and characteristics of multiple sclerosis in Latin America.Nature reviews. Neurology · 2026Review
- Direct Medical Costs Associated with Multiple Sclerosis in Saudi Arabia: A Retrospective Single-Center Cost of Illness Analysis.Healthcare (Basel, Switzerland) · 2025Article
- Current Practices, Challenges, and Future Directions in Multiple Sclerosis Management in Sub-Saharan Africa.International journal of MS care · 2024Article
- Healthcare resource utilization and economic burden of multiple sclerosis in Chinese patients: results from a real-world survey.Scientific reports · 2024Article
- Cost and effectiveness of autologous haematopoietic stem cell transplantation and high-efficacy disease-modifying therapies in relapsing-remitting multiple sclerosis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2024Article
- Age-related decline in cerebral oxygen consumption in multiple sclerosis.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2024Article
- Determining Effectiveness of "Off-Label Therapies" for Multiple Sclerosis in a Real-World Setting.Annals of Indian Academy of Neurology · 2024Article
- The role of ethnicity and native-country income in multiple sclerosis: the Italian multicentre study (MS-MigIT).Journal of neurology · 2024Article
- Repurposing Ketamine in the Therapy of Depression and Depression-Related Disorders: Recent Advances and Future Potential.Aging and disease · 2024Review
- The overall and smoking-attributable burden of multiple sclerosis among older adults aged 65-89 years from 1990 to 2019 and predictions to 2040.Frontiers in medicine · 2024Article
- Global burden of multiple sclerosis and its attributable risk factors, 1990-2019.Frontiers in neurology · 2024Article
- Prevalence of fibromyalgia in a Brazilian series of patients with multiple sclerosis.Arquivos de neuro-psiquiatria · 2023Article
- Expert opinion on a consensus-based checklist for the critical appraisal of cost-of-illness (COI) studies: qualitative interviews.International journal of technology assessment in health care · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough 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.
objectiveOur 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.
methodsWe 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.
resultsA 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.
conclusionMS 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.
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