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Cover of Cost-Effectiveness of an RSVpreF Vaccine for Prevention of Respiratory Syncytial Virus Outcomes in Infants

Cost-Effectiveness of an RSVpreF Vaccine for Prevention of Respiratory Syncytial Virus Outcomes in Infants

CADTH Health Technology Review

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Ottawa (ON): Canadian Agency for Drugs and Technologies in Health; .
Report No.: HE0044

Key Messages

  • From CADTH’s search of the economic literature, 4 economic studies were identified that assessed the cost-effectiveness of respiratory syncytial virus (RSV) immunization during pregnancy in high-income countries, including 1 study set in Nunavik, Quebec. Only 1 of these studies specifically considered the product of interest (RSVpreF), and only in a scenario analysis.
  • In the 4 identified studies that evaluated the cost-effectiveness of RSV immunization during pregnancy, the outcomes predicted by the models focused on those related to infants. There is a lack of evidence on outcomes — thus cost-effectiveness — for the persons who are pregnant.
  • The results from the 4 studies varied considerably. RSV immunization during pregnancy ranged from being more effective and associated with lower total costs (dominant) to more than $200,000 per quality-adjusted life-year gained when compared with no intervention. The results depended on the modelled region, efficacy, pricing, and severity of the RSV season.
  • In 2 studies, year-round RSV immunization during pregnancy was not considered cost-effective compared with seasonal RSV prophylaxis with long-acting monoclonal antibodies (mAbs), such as nirsevimab, when the price per dose was the same as that of the long-acting mAb. RSV immunization during pregnancy was estimated to become cost-effective when its acquisition cost per dose was 2 to 5 times lower than that of the long-acting mAb.

Background and Rationale

Respiratory syncytial virus (RSV), a common respiratory illness, infects almost all children worldwide by 2 years of age.1,2 Most infections occur in annual epidemics, which occur seasonally from fall to early spring in temperate climates and during the rainy season in tropical climates.1,2 RSV is a significant cause of morbidity and mortality in infants and is the leading cause of lower respiratory tract infections (LRTIs), such as bronchiolitis and pneumonia, and the leading cause of hospitalizations in children younger than 2 years of age.3 Risk factors for developing severe RSV in infants include premature birth, congenital heart disease, chronic lung disease, cystic fibrosis, Down syndrome, immunocompromising conditions, and severe neuromuscular disease.4,5

Passive RSV prophylaxis has been available; palivizumab (Synagis), a humanized monoclonal antibody (mAb), was approved for use by Health Canada for the prevention of serious LRTIs caused by RSV in pediatric patients at high risk of RSV disease.6 The recommended dosing of palivizumab typically consists of 4 injections given monthly at the onset of and continuing throughout the RSV season, with an extra dose considered in remote Northern areas of Canada that have longer RSV outbreaks.7 A long-acting mAb, nirsevimab (Beyfortus), was recently approved by Health Canada8 for the prevention of LRTIs caused by RSV in neonates and infants during their first RSV season or children up to 24 months of age who remain vulnerable to severe RSV disease through their second RSV season. Nirsevimab has similarly been approved by the European Medicines Agency (EMA)9 and is under review by the US FDA.10 Nirsevimab can be given as a single dose at birth or just before (or at) the commencement of the RSV season.8,9

Currently, no vaccines have been authorized for the prevention of RSV disease. In November 2022, Pfizer announced the results of the MATISSE trial, a phase III trial assessing a candidate known as RSVpreF, a bivalent RSV prefusion F protein-based vaccine (Abrysvo) for use during pregnancy for RSV prevention in infants up to 6 months of age.11 As of May 2023, the EMA, the FDA, and Health Canada have all accepted market authorization submissions for RSVpreF immunization during pregnancy as well as for the immunization of older adults.12-14

Research Question

What is the cost-effectiveness of RSVpreF immunization during pregnancy for infants and for people who are pregnant?

Methods

A review of the economic literature was undertaken to identify previously published economic evidence regarding the cost-effectiveness of RSV immunization during pregnancy for infants and for people who are pregnant.

Literature Search Methods

An information specialist conducted a literature search on key resources, including MEDLINE, Embase, the Cochrane Database of Systematic Reviews, the International HTA Database, the websites of Canadian and major international health technology agencies, as well as a focused internet search. The search approach was customized to retrieve a limited set of results, balancing comprehensiveness with relevancy. The search strategy comprised both controlled vocabulary, such as the National Library of Medicine’s MeSH (Medical Subject Headings), and keywords. Search concepts were developed based on the elements of the research questions and selection criteria. The main search concepts were RSVpreF or respiratory syncytial virus vaccines. CADTH-developed search filters were applied to limit retrieval to economic studies, citations related to health utilities or quality of life, and for background, health technology assessments, systematic reviews, meta-analyses, or indirect treatment comparisons. No limits were applied. The search was completed on March 24, 2023. Regular alerts updated the search until May 8, 2023.

Selection Criteria and Methods

One reviewer screened citations and selected studies. In the first level of screening, titles and abstracts were reviewed and potentially relevant articles were retrieved and assessed for inclusion. The final selection of full-text articles was based on the inclusion criteria presented in Table 1.

Table 1. Selection Criteria.

Table 1

Selection Criteria.

Exclusion Criteria

Studies were excluded based on the following:

  • did not meet the selection criteria outlined in Table 1
  • were duplicate publications
  • were published in languages other than English or French
  • were not conducted in countries identified as high income by the World Bank15
  • were systematic reviews whose primary cost-effectiveness studies were otherwise captured or excluded
  • were published before 2013.

Data Extraction and Critical Appraisal

During data extraction, the following were collected: author, publication year, country, currency, source of funding, study design, modelling approach, study perspective, discounting, time horizon, outcomes, source of clinical efficacy, study population characteristics, and results. The quality of included studies were critically appraised by 1 reviewer using the Joanna Briggs Institute (JBI) Critical Appraisal Checklist for Economic Evaluations.16 Summary scores were not calculated for the included studies; rather, the strengths and limitations of each included publication were described narratively.

Cost-effectiveness outcomes were reported as unadjusted and adjusted. If adjusted, outcomes were adjusted to 2023 Canadian dollars using Organisation for Economic Co-operation and Development (OECD) purchasing power parity rates17 and inflation rates from the Bank of Canada.18

Summary of Evidence

Quantity of Research Available

A total of 242 citations were identified in the literature search. Following screening of titles and abstracts, 218 citations were excluded and 24 potentially relevant reports from the electronic search were retrieved for full-text review. Additionally, 1 potentially relevant publication was retrieved from the grey literature search for full-text review. Of these articles, 21 publications were excluded for various reasons, and 4 publications met the inclusion criteria and were included in this report. Appendix 1 presents the PRISMA flow chart of the study selection.

Of the 4 economic evaluations identified, 2 used static cohort models,19,20 1 used a discrete-event agent-based simulation,2 and 1 used a decision-tree model.21 All 4 were model-based studies. One study was set in Norway,20 1 was in 6 European countries,19 1 was in the Nunavik region of Canada,2 and 1 was in the US.21 Table 2 in Appendix 1 provides an overview of the characteristics of the 4 included studies.

Summary of Critical Appraisal

The 4 studies ranged from meeting 5 to 8 of the 11 JBI quality appraisal checklist criteria16 (Appendix 1, Table 3) when considering their applicability to assessing the cost-effectiveness of immunization during pregnancy using the product RSVpreF. None of the studies were based on well-established clinical efficacy for RSVpreF, none included all issues of concern to users (e.g., none considered the cost-effectiveness of immunizing during pregnancy, including costs and benefits, to the people who are pregnant), and it was unclear whether the studies were generalizable to the Canadian population or to the Canadian population as a whole in the case of the study set in Nunavik, Quebec.

Summary of Findings

Base-case analyses for all studies were conducted from the health care payer perspective, with 1 study also reporting a societal perspective alongside its health care base case21 and another reporting 2 different societal perspectives as scenario analyses.19 One study incorporated increased risk of long-term sequelae (i.e., asthma and recurrent wheezing) in the base case,21 and 2 studies considered such sequelae in scenario analyses.19,20 The models supporting the economic evaluations all followed a cohort of infants born during 1 year until they reached 1 year2 or 5 years of age,19,20 except for 1 study that considered a time horizon of 5 years for health care utilization, 10 years for impact on asthma or/or wheezing, and lifetime for loss of productivity due to premature death (loss of productivity applies to societal perspective only).21 Discount rates ranged from 3% to 4% for costs and 1.5% to 4% for effects, with 1 study not discounting due to its 1-year time horizon.2 One study reported direct industry funding for editorial support,21 while the remaining 3 reported arms-length funding through national or international RSV research consortia and networks that had governmental, academic, and industry partners.2,19,20 Cost-effectiveness was reported as incremental cost-effectiveness ratios (ICERs), mostly represented as the incremental cost per additional quality-adjusted life-year (QALY), and through cost-effectiveness acceptability frontiers in which sequential analyses were conducted. For the remainder of this review, reported ICERs and cost-effectiveness acceptability frontier thresholds are reported as 2023 Canadian dollars, with conversion conducted using OECD Purchasing Price Parity rates for the year of the original currency17 and then inflated to 2023 dollars using the Bank of Canada inflation calculator.18 A summary table of the main findings of each identified economic study, including the original unadjusted results, is available in Appendix 1, Table 4.

Two studies,19,20 reporting results for 7 modelled countries, directly compared year-round immunization during pregnancy to no intervention and to long-acting mAb interventions. These mAb interventions included various seasonal strategies in which a long-acting mAb was given to infants born in some range of months during local RSV season, as well as to programs in which infants born in October through April received the mAb at birth, while those born in May through September received a “catch-up” dose of the mAb in their first October. Both of these studies assumed that the efficacy of immunization during pregnancy would be equivalent to Preferred Product Characteristics (PPCs) for RSV vaccinations in pregnancy published by WHO, which call for a product with a 70% efficacy lasting at least 4 months.22 One of the studies also conducted a scenario analysis incorporating recently reported efficacy results from the RSVpreF MATISSE trial, in which 6-month data reported a reduction of medically attended RSV of 51.3% and of severe medically attended RSV of 69.4%.11 The efficacy of long-acting mAbs was derived from the MELODY nirsevimab trial.23

One study2 compared various individual strategies (i.e., seasonal immunization during pregnancy, seasonal immunization during pregnancy plus a long-acting mAb for preterm and chronically ill infants, a short-acting mAb for preterm and chronically ill infants, and a long-acting mAb for preterm and chronically ill infants) to no intervention. Immunization during pregnancy was not directly compared with mAb-based interventions, and mAb-based interventions for healthy infants were only compared with the same intervention given to only preterm and chronically ill infants. The efficacy of immunization during pregnancy in this study was derived from the ResVax trial, PREPARE, which failed to meet its primary end point for reduction in RSV-associated, medically significant LRTIs at 3 months.24 In this model, the efficacy of immunization during pregnancy was predicted to be 14% for preventing outpatient visits, 24.7% to 61.9% for preventing pediatric ward stays, and 31.9% to 75.0% for preventing intensive care unit (ICU) stays.

The final study21 compared a hypothetical vaccine that prevented RSV starting at birth, either in the form of immunization during pregnancy or a vaccine given to neonates, with no intervention. The efficacy of this vaccine was assumed to be 50% for all RSV-related outcomes and was predicted to have a half-life of 12 months in the base case, with 1-way sensitivity analyses varying efficacy and duration.

Influential parameters reported as affecting results within studies included underlying differences between modelled countries in terms of RSV burden and health care system organization,19 effectiveness and duration of effect used for the interventions,19-21 severity of RSV season,2,20 and the acquisition costs of immunization during pregnancy and mAbs.19-21

Evaluations Comparing Immunization During Pregnancy to No Intervention

All 4 studies compared immunization during pregnancy to no intervention, although ICERs for this comparison were manually recalculated within the current review for 2 of the studies using reported incremental costs and QALYs.19,20 Estimated ICERs, when considering a health care system perspective, ranged widely from immunization during pregnancy being dominant (less costly, more effective) compared with no treatment in Nunavik during moderate and severe RSV seasons2 and in Finland19 to costing more than $200,000 per QALY gained in Nunavik during mild RSV seasons2 as well as in the Netherlands19 and Norway.20 When considering a societal perspective that added direct nonmedical costs (travel, meals, lodging) per hospitalization, parental income loss per RSV event, and lifetime income loss for infants who died, 1 study reported an ICER of $105,022 per QALY gained for immunization during pregnancy compared with no intervention.21 Further details can be found in Appendix 1, Table 4. Reasons for this range of ICERs include differences in model parameter inputs, such as immunization during pregnancy efficacy and duration assumptions; underlying rates of RSV-related primary care visits, hospitalizations, and recurrent wheezing or asthma; QALY decrements attributed to primary care visits, hospitalizations, and recurrent wheezing or asthma; and the associated costs of treatment.

One study21 also reported ICERs for immunization during pregnancy compared with no treatment of $348,573 per life-year gained, and $30,921 per hospitalization avoided when considering the health care system perspective. Another study reported that when seasonal immunization during pregnancy was combined with a seasonal long-acting mAb for preterm and chronically ill infants, immunization during pregnancy plus mAb was dominant (less costly, more effective) over no treatment in RSV seasons of all severities.2

Evaluations Comparing Immunization During Pregnancy to a Long-Acting mAb

Two studies19,20 conducted sequential analyses in which, in addition to no treatment, year-round immunization during pregnancy was directly compared with 1 or more year-round and seasonal long-acting mAb strategies as well as to seasonal mAb strategies that included a catch-up dose at the start of RSV season for infants born outside of RSV season. The studies reported cost-effectiveness acceptability frontiers outlining the most cost-effective strategy across a range of willingness-to-pay per QALY thresholds.

Both of these studies assumed an immunization during pregnancy efficacy of 70% lasting for 4 months in their base case, and long-acting mAb efficacy and duration was represented by nirsevimab data. In all 7 countries modelled within these 2 studies, year-round immunization during pregnancy was dominated (i.e., was more costly and less effective) by various seasonal mAb strategies and thus was not the most cost-effective strategy at any willingness-to-pay threshold. Results reportedly did not substantially differ in the study, which included a scenario that incorporated recently released RSVpreF data, because the longer (6 month) duration of action was offset by lower efficacy rates for primary care visits at 6 months compared with WHO PPC efficacy at 4 months used in the base case.18 Sequential results also did not substantially differ from those of the base case when partial societal (including caregiver productivity loss) or full societal (including caregiver productivity and leisure time loss) perspectives were taken within this study; immunization during pregnancy was still not the most cost-effective strategy at any willingness-to-pay threshold.19 A summary of the cost-effectiveness frontier in each modelled country within these studies can be found in Appendix 1, Table 4.

Of particular interest is that these 2 studies conducted pricing threshold analyses, with 1 study reporting that immunization during pregnancy would be a cost-effective option compared with a long-acting mAb if the immunization during pregnancy was priced at least 50% lower per dose than the mAb,19 while the other study estimated that immunization during pregnancy would need to be priced 2 to 5 times lower than the long-acting mAb to be cost-effective.20 These results are similar to 2 economic studies that estimated that the maximum cost-effective purchase price per person or per fully protected person was lower for year-round immunization during pregnancy compared with seasonal long-acting mAb for newborns (i.e., immunization during pregnancy needed to be priced lower than the mAb to be cost-effective),25,26 although 1 of these studies reported that when immunization during pregnancy was used seasonally, the maximum cost-effective price per person was similar to that of seasonal mAb.26

Discussion

The review identified 4 economic evaluations conducted in high-income countries that assessed the cost-effectiveness of RSV immunization during pregnancy compared with no intervention; of these, 2 economic evaluations compared immunization during pregnancy with long-acting mAb intervention strategies. All studies evaluated the benefits and costs of RSV immunization during pregnancy for infants, but none considered the potential benefit of RSV immunization during pregnancy to the people who are pregnant. Although health benefits and potential cost offsets in people who are pregnant may be relatively limited due to low rates of RSV-related morbidity and mortality in healthy adults younger than 50 years, it is likely the overall cost-effectiveness of RSV immunization during pregnancy was slightly underestimated due to this omission, and the cost-effectiveness of RSV prevention in people who are pregnant is unknown.

Limitations

The identified studies used a range of inputs to estimate the efficacy of immunization during pregnancy and duration within their models, including WHO PPC recommendations, data from the failed ResVax PREPARE trial, and author assumptions. Data from the MATISSE RSVpreF trial was new at the time of this review, and only available as part of a press release from its sponsor, Pfizer.11 Only 1 of the included studies incorporated data from this trial, and only as a scenario analysis with incomplete reporting.19 This scenario applied efficacy over a 6-month duration using rates reported for the 6-month follow-up period of the MATISSE trial (medically attended RSV of 51.3%; severe medically attended RSV of 69.4%).11 The study did not conduct a scenario incorporating the higher efficacy rates reported at the 90-day primary end point of the trial over a 3-month duration (medically attended RSV of 57.1%; severe medically attended RSV of 81.8%).11 Very young infants are at higher risk of severe RSV disease than those approaching 6 months of age,19,22 thus an alternate scenario considering these higher efficacy rates over a shorter duration may have been informative. As such, the efficacy inputs used in the included studies may not be reflective of the efficacy of RSVpreF in preventing severe RSV outcomes in very young infants.

Most studies19-21 (n = 3) did not consider the cost-effectiveness of seasonal immunization during pregnancy strategies in which only persons due to give birth during, just before, and/or just after (to ensure preterm infants would also be protected) RSV season would be vaccinated. Because year-round immunization during pregnancy was dominated by seasonal long-acting mAb strategies in the studies directly comparing them,19,20 a comparison of seasonal immunization during pregnancy compared with seasonal mAb strategies may have been of interest. Conversely, the included study set in Nunavik only considered seasonal immunization during pregnancy, thus the cost-effectiveness of year-round immunization during pregnancy was not assessed in this setting.2

The included studies used a range of sources to estimate QALY decrements associated with RSV-related primary care visits, hospitalizations, ICU stays, and recurrent wheezing or asthma. Measuring QALY loss in very young children is challenging, increasing the uncertainty in resulting estimates of cost-effectiveness for interventions, including RSVpreF, aimed at improving quality of life in young pediatric populations. Most studies did not incorporate deaths avoided due to RSV prevention strategies because of very low rates of RSV-related deaths in high-income countries20 (such deaths occur primarily in critically ill infants who were likely to experience premature death even without RSV infection)19 or for unstated reasons.2 This may underestimate the cost-effectiveness of RSVpreF should a portion of these deaths be avoided in clinical practice. The model that did include RSV-related mortality prevention estimated that 66 deaths would be avoided in the US by vaccinating 4.2 million live births.21 These deaths avoided accounted for 21% of the QALY gains in the model, a figure which likely overestimates any potential mortality benefit that might be realized with RSV immunization during pregnancy in practice, thus the model likely underestimates the ICER.

Generalizability

Most of the included studies may be broadly generalizable to the Canadian health care system because the eligibility criteria screened for economic evaluations conducted in high-income countries, as defined by the World Bank.15 Further, 3 of the included studies were set in countries with public health care systems similar to Canada,27 with the exception of a single study set in the US.21

The assumed price per dose of immunization during pregnancy varied widely within the included studies, ranging from $73 to $1,736 (2023 Canadian dollars). At the time of this review, RSVpreF was under review but not yet approved or available in Canada, the US, or the European Union.12-14 As such, the price at which RSVpreF will be available is unknown, increasing uncertainty in its cost-effectiveness.

The sole economic model set in Canada considered the population of Nunavik, Quebec.2 Although highly relevant to decision-makers in Nunavik and similar regions, the high rates of RSV infections and associated hospitalizations, as well as the high costs and family burden associated with potential medical transport from remote Arctic regions,2 likely reduces generalizability of cost-effectiveness results to non-Arctic regions of Canada. Additionally, the estimated cost per immunization during pregnancy dose was very high in this study compared with the others and may not be reflective of future costs that would be paid by Canadian health care payers for RSVpreF.

Conclusions

Four economic studies were identified regarding the cost-effectiveness of RSV immunization during pregnancy in high-income countries. All 4 identified studies that evaluated the cost-effectiveness of RSV immunization during pregnancy modelled outcomes for infants. However, there is a lack of evidence on outcomes for the persons who are pregnant.

When compared to no intervention, the cost-effectiveness of immunization during pregnancy ranged from dominant (more effective and less costly) to more than $200,000 per QALY gained, depending on the modelled region, efficacy, pricing, and severity of the RSV season.

When compared with seasonal RSV prophylaxis with long-acting mAbs such as nirsevimab, year-round immunization during pregnancy was not considered cost-effective when the price per dose was the same as that of the long-acting mAb. Immunization during pregnancy was estimated to become cost-effective when its acquisition cost per dose was 2 to 5 times lower than that of the long-acting mAb.

Most studies did not incorporate efficacy data from immunization during pregnancy trials, and only 1 study included data specific to the product RSVpreF in a scenario analysis. Given the between-study variation in assumed immunization during pregnancy efficacy, immunization during pregnancy acquisition costs, QALY measures, mortality assumptions, and setting, substantial uncertainty remains regarding the cost-effectiveness of immunization during pregnancy with RSVpreF in Canada.

Abbreviations

EMA

European Medicines Agency

ICER

incremental cost-effectiveness ratio

ICU

intensive care unit

JBI

Joanna Briggs Institute

LRTI

lower respiratory tract infection

mAb

monoclonal antibody

OECD

Organisation for Economic Co-operation and Development

PPC

Preferred Product Characteristics

RSV

respiratory syncytial virus

RSVpreF

RSV prefusion F protein-based vaccine

References

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Pfizer Inc. Pfizer announces positive top-line data of phase 3 global maternal immunization trial for its bivalent respiratory syncytial virus (RSV) vaccine candidate. 2022 Nov 1; https://www​.pfizer.com​/news/press-release​/press-release-detail​/pfizer-announces-positive-top-line-data-phase-3-global. Accessed 2023 Apr 17.
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Pfizer Canada. Pfizer Canada initiates submission to Health Canada for its bivalent respiratory syncytial virus (RSV) vaccine. 2023 Apr 14; https://www​.pfizer.ca​/en/media-centre/pfizer-canada-initiates-submission-to-health-canada-for-its-bivalent-respiratory-syncytial-virus-rsv-vaccine. Accessed 2023 Apr 18.
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Cromer D, van Hoek AJ, Newall AT, Pollard AJ, Jit M. Burden of paediatric respiratory syncytial virus disease and potential effect of different immunisation strategies: a modelling and cost-effectiveness analysis for England. Lancet Public Health. 2017;2(8):e367-e374. [PMC free article: PMC5541134] [PubMed: 28804787]
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Appendix 1. Results of Included Studies

Note this appendix has not been copy-edited.

242 citations were identified, 218 were excluded, while 24 electronic literature and 1 grey literature potentially relevant full-text reports were retrieved for scrutiny. In total, 4 reports are included in the review.

Figure 1

Selection of Included Studies.

Table 2. Characteristics of Included Economic Evaluations.

Table 2

Characteristics of Included Economic Evaluations.

Table 3. Quality Appraisal Results.

Table 3

Quality Appraisal Results.

Table 4. Main Results of Included Economic Evaluations.

Table 4

Main Results of Included Economic Evaluations.

Appendix 2. Literature Search Strategy

Economic Literature Search

Overview

Interface: Ovid

Databases:

  • MEDLINE All (1946 to present)
  • Embase (1974 to present)
  • Note: Subject headings and search fields have been customized for each database. Duplicates between databases were removed in Ovid.

Date of search: March 24, 2023

Alerts: Biweekly search updates until May 8, 2023.

Search filters applied: Systematic reviews; meta-analyses; network meta-analyses; health technology assessments; economic evaluations; costs and cost analysis studies, and quality of life studies.

Limits: None

Table 5. Syntax Guide.

Table 5

Syntax Guide.

Medline Database Strategy

  1. Respiratory Syncytial Virus Vaccines/
  2. (“Respiratory syncytial virus prefusion F*” or RSVPreF* or RSV-PreF* or RSV-PRE-F*).ti,ab,kf.
  3. ((Respiratory syncytial or RSV) adj5 (“prefusion F*” or “pre-fusion F*” or “PRE-F*” or PREF?)).ti,ab,kf.
  4. (Ad26RSVpreF* or “Ad26 RSV preF*” or mRNA-1345* or mRNA1345* or “Ad26.RSV.preF*” or ABRYSVO* or “PF-06928316*”).ti,ab,kf.
  5. ((Respiratory syncytial or RSV) and (vaccine? or vaccinat* or immunis* or immuniz*)).ti,kf.
  6. or/1-5
  7. Economics/
  8. exp “Costs and Cost Analysis”/
  9. Economics, Nursing/
  10. Economics, Medical/
  11. Economics, Pharmaceutical/
  12. exp Economics, Hospital/
  13. Economics, Dental/
  14. exp “Fees and Charges”/
  15. exp Budgets/
  16. budget*.ti,ab,kf.
  17. (economic* or cost or costs or costly or costing or price or prices or pricing or pharmacoeconomic* or pharmaco-economic* or expenditure or expenditures or expense or expenses or financial or finance or finances or financed).ti,kf.
  18. (economic* or cost or costs or costly or costing or price or prices or pricing or pharmacoeconomic* or pharmaco-economic* or expenditure or expenditures or expense or expenses or financial or finance or finances or financed).ab. /freq = 2
  19. (cost* adj2 (effective* or utilit* or benefit* or minimi* or analy* or outcome or outcomes)).ab,kf.
  20. (value adj2 (money or monetary)).ti,ab,kf.
  21. exp models, economic/
  22. economic model*.ab,kf.
  23. markov chains/
  24. markov.ti,ab,kf.
  25. monte carlo method/
  26. monte carlo.ti,ab,kf.
  27. exp Decision Theory/
  28. (decision* adj2 (tree* or analy* or model*)).ti,ab,kf.
  29. or/7-28
  30. “Value of Life”/
  31. Quality of Life/
  32. quality of life.ti,kf.
  33. ((instrument or instruments) adj3 quality of life).ab.
  34. Quality-Adjusted Life Years/
  35. quality adjusted life.ti,ab,kf.
  36. (qaly* or qald* or qale* or qtime* or life year or life years).ti,ab,kf.
  37. disability adjusted life.ti,ab,kf.
  38. daly*.ti,ab,kf.
  39. (sf36 or sf 36 or short form 36 or shortform 36 or short form36 or shortform36 or sf thirtysix or sfthirtysix or sfthirty six or sf thirty six or shortform thirtysix or shortform thirty six or short form thirtysix or short form thirty six).ti,ab,kf.
  40. (sf6 or sf 6 or short form 6 or shortform 6 or sf six or sfsix or shortform six or short form six or shortform6 or short formsix).ti,ab,kf.
  41. (sf8 or sf 8 or sf eight or sfeight or shortform 8 or shortform 8 or shortform8 or short form8 or shortform eight or short form eight).ti,ab,kf.
  42. (sf12 or sf 12 or short form 12 or shortform 12 or short form12 or shortform12 or sf twelve or sftwelve or shortform twelve or short form twelve).ti,ab,kf.
  43. (sf16 or sf 16 or short form 16 or shortform 16 or short form16 or shortform16 or sf sixteen or sfsixteen or shortform sixteen or short form sixteen).ti,ab,kf.
  44. (sf20 or sf 20 or short form 20 or shortform 20 or short form20 or shortform20 or sf twenty or sftwenty or shortform twenty or short form twenty).ti,ab,kf.
  45. (hql or hqol or h qol or hrqol or hr qol).ti,ab,kf.
  46. (hye or hyes).ti,ab,kf.
  47. (health* adj2 year* adj2 equivalent*).ti,ab,kf.
  48. (pqol or qls).ti,ab,kf.
  49. (quality of wellbeing or quality of well being or index of wellbeing or index of well being or qwb).ti,ab,kf.
  50. nottingham health profile*.ti,ab,kf.
  51. sickness impact profile.ti,ab,kf.
  52. exp health status indicators/
  53. (health adj3 (utilit* or status)).ti,ab,kf.
  54. (utilit* adj3 (valu* or measur* or health or life or estimat* or elicit* or disease or score* or weight)).ti,ab,kf.
  55. (preference* adj3 (valu* or measur* or health or life or estimat* or elicit* or disease or score* or instrument or instruments)).ti,ab,kf.
  56. disutilit*.ti,ab,kf.
  57. rosser.ti,ab,kf.
  58. willingness to pay.ti,ab,kf.
  59. standard gamble*.ti,ab,kf.
  60. (time trade off or time tradeoff).ti,ab,kf.
  61. tto.ti,ab,kf.
  62. (hui or hui1 or hui2 or hui3).ti,ab,kf.
  63. (eq or euroqol or euro qol or eq5d or eq 5d or euroqual or euro qual).ti,ab,kf.
  64. duke health profile.ti,ab,kf.
  65. functional status questionnaire.ti,ab,kf.
  66. dartmouth coop functional health assessment*.ti,ab,kf.
  67. or/30-66
  68. 29 or 67
  69. 6 and 68
  70. (systematic review or meta-analysis).pt.
  71. meta-analysis/ or systematic review/ or systematic reviews as topic/ or meta-analysis as topic/ or “meta analysis (topic)”/ or “systematic review (topic)”/ or exp technology assessment, biomedical/ or network meta-analysis/
  72. ((systematic* adj3 (review* or overview*)) or (methodologic* adj3 (review* or overview*))).ti,ab,kf.
  73. ((quantitative adj3 (review* or overview* or synthes*)) or (research adj3 (integrati* or overview*))).ti,ab,kf.
  74. ((integrative adj3 (review* or overview*)) or (collaborative adj3 (review* or overview*)) or (pool* adj3 analy*)).ti,ab,kf.
  75. (data synthes* or data extraction* or data abstraction*).ti,ab,kf.
  76. (handsearch* or hand search*).ti,ab,kf.
  77. (mantel haenszel or peto or der simonian or dersimonian or fixed effect* or latin square*).ti,ab,kf.
  78. (met analy* or metanaly* or technology assessment* or HTA or HTAs or technology overview* or technology appraisal*).ti,ab,kf.
  79. (meta regression* or metaregression*).ti,ab,kf.
  80. (meta-analy* or metaanaly* or systematic review* or biomedical technology assessment* or bio-medical technology assessment*).mp,hw.
  81. (medline or cochrane or pubmed or medlars or embase or cinahl).ti,ab,hw.
  82. (cochrane or (health adj2 technology assessment) or evidence report).jw.
  83. (comparative adj3 (efficacy or effectiveness)).ti,ab,kf.
  84. (outcomes research or relative effectiveness).ti,ab,kf.
  85. ((indirect or indirect treatment or mixed-treatment or bayesian) adj3 comparison*).ti,ab,kf.
  86. (meta-analysis or systematic review).md.
  87. (multi* adj3 treatment adj3 comparison*).ti,ab,kf.
  88. (mixed adj3 treatment adj3 (meta-analy* or metaanaly*)).ti,ab,kf.
  89. umbrella review*.ti,ab,kf.
  90. (multi* adj2 paramet* adj2 evidence adj2 synthesis).ti,ab,kf.
  91. (multiparamet* adj2 evidence adj2 synthesis).ti,ab,kf.
  92. (multi-paramet* adj2 evidence adj2 synthesis).ti,ab,kf.
  93. or/70-92
  94. 6 and 93
  95. 69 or 94

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