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. 2016 Feb 2;12(5):1202–1216. doi: 10.1080/21645515.2015.1131369

Economic evaluation of pediatric influenza immunization program compared with other pediatric immunization programs: A systematic review

Edward Gibson a,, Najida Begum a, Birgir Sigmundsson a, Alfred Sackeyfio b, Judith Hackett c, Sankarasubramanian Rajaram d
PMCID: PMC4963059  PMID: 26837602

ABSTRACT

This study compared the economic value of pediatric immunisation programmes for influenza to those for rotavirus (RV), meningococcal disease (MD), pneumococcal disease (PD), human papillomavirus (HPV), hepatitis B (Hep B), and varicella reported in recent (2000 onwards) cost-effectiveness (CE) studies identified in a systematic review of PubMed, health technology, and vaccination databases. The systematic review yielded 51 economic evaluation studies of pediatric immunisation — 10 (20%) for influenza and 41 (80%) for the other selected diseases. The quality of the eligible articles was assessed using Drummond's checklist. Although inherent challenges and limitations exist when comparing economic evaluations of immunisation programmes, an overall comparison of the included studies demonstrated cost-effectiveness/cost saving for influenza from a European-Union-Five (EU5) and United States (US) perspective; point estimates for cost/quality-adjusted life-years (QALY) from dominance (cost-saving with more effect) to ≤45,444 were reported. The economic value of influenza programmes was comparable to the other vaccines of interest, with cost/QALY in general considerably lower than RV, Hep B, MD and PD. Independent of the perspective and type of analysis, the economic impact of a pediatric influenza immunisation program was influenced by vaccine efficacy, immunisation coverage, costs, and most significantly by herd immunity. This review suggests that pediatric influenza immunisation may offer a cost effective strategy when compared with HPV and varicella and possibly more value compared with other childhood vaccines (RV, Hep B, MD and PD).

KEYWORDS: cost-effectiveness, economic evaluation, influenza, pediatric immunisation program, vaccines

Introduction

Influenza infections pose a significant health concern and have been responsible for substantial mortality and morbidity worldwide.1 In many countries, influenza immunisation strategies exist, targeting those at risk of significant complications or death from influenza infections; such groups are the primary target of immunisation programmes across all European countries.2 However, the burden in the pediatric population is under-represented (even with increased awareness) in many childhood immunisation programmes, despite the fact that children are believed to be the major transmitters.3 For example, in young children aged less than 2 years, hospitalisation rates for influenza-related events are similar to those observed for other vulnerable groups considered to be at a higher risk of influenza-related complications, including the elderly population.4

Numerous studies have modeled the health, clinical, and economic implications of influenza prevention strategies including pediatric immunisation coverage.5–8 The broad consensus of these studies is that childhood immunisation is cost-effective or cost-saving and should be prioritised.7 Infants and young children are at a higher risk of influenza-related hospitalisations and complications. Decreasing influenza virus transmission among children attending day care centers and schools has been shown to reduce the burden of influenza, providing both direct and indirect protection in the wider community.6,9

The aim of this study was to compare the economic value of pediatric influenza immunisation programmes with other commonly implemented immunisation programmes, based on articles retrieved from the systematic review conducted here. To allow comparison with recent pediatric immunisation programmes in similar contexts, vaccines for rotavirus (RV), meningococcal disease (MD), pneumococcal disease (PD), human papillomavirus (HPV), hepatitis B (Hep B) and varicella have been considered in this study.

Results

Overview of the included studies

The literature search identified in total 9,043 articles, 8,335 in PubMed and 688 in other databases (Fig. 1). Following the removal of duplicates (n = 268), and evaluation of the titles (n = 8436) and abstracts (n = 212), 87 studies were considered eligible for full-text screening. Of these, 9 full texts were unavailable and 27 were excluded because they included non-pediatric or alternative populations not of interest, reviews for models, framework and systematic reviews, or intervention comparisons excluding immunisation strategies of ‘no immunisation’ (alone) and studies conducted outside the US- or EU5-setting. In total, 51 full economic evaluations were included in the review. Of the 51 studies included, 16 (31%) were conducted in the US, 10 (20%) in the UK, and 7 (14%) in Italy; the remaining 18 studies (35%) were conducted in Germany, Spain or France or in more than a single country (including the UK). With the exception of one study on multiple diseases,10 all included studies reported on single diseases. Influenza,6,9,11–17 HPV18–27 and RV28–37 were covered in 10 studies each, constituting 59% of all included studies. Hep B38-40 was covered in the lowest number of included studies (6%).

Figure 1.

Figure 1.

PRISMA flowchart of the literature search, selection process and study inclusion. EU European Union, Hep B Hepatitis B, HPV Human papillomavirus, HTA Health technology assessment, MD Meningococcal disease, PD Pneumococcal disease, PRISMA Preferred Reporting Items for Systematic Reviews and Meta-Analyses, RV Rotavirus, US United States.

Overview of the economic evaluations

The studies included in the review largely described economic models of hypothetical patient cohorts, where literature values are used to populate model parameters – a few studies11,13,14 applied clinical trial data to the model framework. The majority (43/51, 84%) of the studies provided outcomes for QALY (Fig. 2a–2c), LYG (life years gained) or LYS (life years saved) and consisted of cost-effectiveness analysis (CEA) (42/43, 98%) and cost-utility analysis (CUA) (1/43, 2%) studies. Many studies (23/32, 72%) reported QALY outcomes below the willingness to pay threshold (WTP) within each country setting. Lower cost per QALY outcomes were influenced by herd immunity (5/32, 16%) and high risk group stratification (4/32, 13%). The remaining studies (8/51, 16%) reported overall savings (CEA: 2/8, 25% and cost-benefit analysis [CBA]: 3/8, 38%) and the number of cases averted (CEA: 3/8, 38%); studies on influenza vaccines reported the number of events averted for hospitalisations, influenza-related-events or mortality. While many perspectives were considered, most studies took a societal (26/51, 51%) or healthcare perspective (24/51, 48%); some considered third party payer or insurer perspectives (common in Germany) and others considered more than one perspective. The economic analyses largely included both direct and indirect costs — some also mentioned the direct medical and non-medical costs and have been reported, where relevant, in the data-extraction tables (Table 1 and Table 2).

Figure 2.

Figure 2.

Cost-effectiveness by country per quality adjusted life year (QALY) of vaccinating the pediatric population against (a) influenza or (b) all other selected indications (rotavirus, pneumococcal disease, meningococcal disease, hepatitis B, human papillomavirus and varicella). A detailed view of cost/QALY between ≤0–50,000 in (b) can be found in (c). Willingness to pay (WTP) thresholds are represented by black (UK, ≤30,000), red (remaining EU5 countries) and green (US) dashed horizontal lines. GBP Great British Pound, ICER Incremental cost-effectiveness ratio, EU5 European Union 5, Hep B Hepatitis B, HPV Human papillomavirus, MD Meningococcal disease, PD Pneumococcal disease, QALY Quality adjusted life year, RV Rotavirus, UK United Kingdom, US United States, V Varicella aCost savings are denoted by ≤- bICER thresholds are represented by dashed horizontal lines for the UK (black —-), US (green - - -) and EU5 (red _ _ _).

Table 1.

Overview of economic evaluations of annual pediatric influenza immunisation when compared with no immunisation/existing strategies in the UK, France, Germany, Italy, Spain and the US.

Study Type of analysis Alternatives* Country Perspective Cohort Coverage Time horizon Effectiveness measure Cost measures Sensitivity analysis Outcomes65-67
Luce et al. 200111 CEA (1) Immunisation No immunisation US Societal 15–71 m 80% (1 dose) 20% (2 doses) 2 y Cases averted Direct and indirect One-way & PSA Model sensitive to the cost of vaccine, proportion of children needing 2 doses per year and group setting Cost/averted case: cost saving (if vaccine cost was <£21)
Muennig et al. 200115 CEA Immunisation Treatment No immunisation US Societal 15–64 y 95% 1 y QALY Direct and indirect (1997, $US) One-way & PSA Model sensitive to ILI incidence, transportation costs, caregiver costs and cost of vaccine Cost/QALY: cost saving with immunisation vs. treatment/ support care
Marchetti et al. 200712 CEA (1) Immunisation No immunisation IT Healthcare and societal (1) 6–60 m 6–24 m 30% 5 y Cases averted and QALY Direct and indirect (2005, €) One-way & PSA Model sensitive to protection rate of vaccines for households Cost/QALY: Healthcare £9,747 (6–60 months) £12,996 (6–24 months) Societal Net savings – £62 million
Hibbert et al. 200713 CEA (1) Immunisation No immunisation US Societal 12–23 m 47% 2 y Saving Direct and indirect (2007, $US) One-way Model sensitive to attack rate, duration of work absenteeism and duration of child or adult sickness Cost saving: £4–116/child vaccinated
Navas et al. 200714 CEA (1) Immunisation No immunisation ES Provider and societal 3–14 y 6 m LYS, QALY loss & BCR Direct and indirect (2006, €) One-way Model sensitive to vaccine price and cost of work absenteeism Cost/QALY loss (provider): £9,015 Cost/LYS (provider):£11 NPV (societal): £7,179 BCR (societal): 1.80
Baguelin et al. 20106 CEA (1) Immunisation No immunisation EW NHS (1) <1 y 1–4 y 5–14 y 25–44 y 45–64 y 65 y and over 70% (high risk) 40% (low risk) Lifetime QALY Direct (2008, £) One-way & PSA Model sensitive to overall size of epidemic without vaccination, QALY loss, hospitalisation rates, costs and case-fatality ratios Cost/QALY £3,871 (0–4 years) £3,498 (5–14 years) £3,597 (0–14 years) £3,678 (0–14 and 65+) Extending to school children is the most cost effective.
Prosser et al. 201116 CEA (1) Immunisation No immunisation US Societal 0.5 – 64 y 1 y QALY Direct and indirect (2009, $US) One-way Model was sensitive to number of doses, vaccine price and time of vaccine delivery Cost/QALY: Cost saving (high risk subgroups) £6,561–45,244 (low risk subgroups risk)
Prosser et al. 201117 CEA (1) Immunisation(s) No immunisation US Societal <5 y 5 y QALY Direct and indirect (2006, $US) One-way & PSA Model sensitive to probability of hospitalisation Cost/QALY: £18,444–30,433 (LAIV) £19,366–34,122 (IIV)
Lugner et al. 201218 CEA (1) Immunisation(s) No immunisation DE, NL and UK Payer and societal (1) 5–19 y (high risk) 65 y and over 90% Duration of pan-demic flu 2009 QALY Direct and indirect (2008, €) One-way Model sensitive to vaccine price, coverage and pre-existing immunity. Cost/QALY 5–19 years £6,879 (UK) £9,653 (Germany)
Pitman et al. 20139 CEA (1) Immunisation No immunisation EW NHS (1) 0–1 y 2–4 y 5–10 y 11–18 y 19–49 y 50–64 y 65 y and older 50% Lifetime QALY Direct (2008, £) One-way & PSA Model sensitive to coverage Cost/QALY LAIV Cost saving (2–4 years) £610 (2–10 years) £303 (2–18 years) TIV Dominated* (TIV)

BCR Benefit–cost ratio, CEA Cost–effectiveness analysis, DE Germany, ES Spain, EW England and Wales, FR France, IIV Inactivated influenza vaccination, ILI Influenza-Like Illness, IT Italy, LAIV Live attenuated influenza vaccination. LYG Life year gained, LYS Life years saved, m months, NHS National Health Service, NL The Netherlands, NPV Net present value, PSA Probabilistic sensitivity analysis, QALY Quality adjusted life years, TIV Trivalent influenza vaccination, UK United Kingdom, US United States, y years.

Exchange rate 1 EUR = £0.79 and 1 USD = £0.63; all costs have been converted to 2014 GBP (where possible) 66.

*

No immunisation refers to either baseline standard of care or the absence of routine immunisation policies within the pediatric-population.

**

Dominated: More costly and less effective than comparator.

Table 2.

Overview of economic evaluations of pediatric immunisation for rotavirus (RV), meningococcal disease (MD), pneumococcal disease (PD), human papillomavirus (HPV), hepatitis B (Hep B), varicella (V) and multiple indications (Mult.) in the UK, France, Germany, Italy, Spain and the US.

Disease Study Type of analysis Alternatives* Country Perspective Cohort Coverage Time horizon Effectiveness measure Cost measures Sensitivity analysis Outcomes 65-67
RV Melliez et al. 200829 CEA (1) Immunisation (2) No immunisation FR Societal Birth cohort 75% 3 y Cases averted, LYS & QALY Direct cost (2005, €) One-wayModel sensitive to coverage, disease incidence, probability of death, diarrhea complications and discount rates Cost/QALY: £123,283Cost/LYS: £266,219
RV Jit et al. 200930 CEA (1) Immunisation (2) No immunisation Europe (BE, EW, FI, FR and NL) Healthcare 0- 5 y BE: 97.5–98%EW: 95–95.18%FI: 97%FR:75%NL: 97% 5 y QALY Direct and indirect (2005–2006, €) One-wayModel is sensitive to number of carers and herd immunity Cost/QALY: >£100,000 (E&W and France)
RV Giammanco et al. 200931 CEA (1) Immunisation(2) No immunisation IT NHS Societal 0–5 y 90% 5 y Cases averted and net savings Direct and indirect(2004–2005, €) One-wayModel sensitive to coverage Net savings: >–£9m (NHS) >£24 (societal)
RV Panatto et al. 200932 CEA (1) Immunisation(2) No immunisation IT RHSSocietal 0–5 y 90% 1 y QALY Direct and indirect(2009, €) Cost/QALY: £ 8,466 (RHS)Cost-saving (societal)
RV Martin et al. 200933 CEA (1) Immunisation(2) No immunisation UK NHS Birth cohort (< 5 y) 88% Lifetime Cases averted & QALY Direct cost (2006–07, £) One-way & PSAModel sensitive to hospitalisation costs, number of GP visit and duration of absenteeism Cost/QALY: £25,226 (NHS)£12,407 (societal)
RV Shim et al. 200934 CEA (1) Immunisation(2) No immunisation US NHSSocietal < 5 y 75% 20 y Cases averted & QALY Direct and indirect (2007, US$) One-wayModel sensitive to coverage and vaccine efficacy Cost/QALY: £69,886Cost/averted case: £51.91
RV Atkins et al. 201235 CEA (1) Immunisation(2) No immunisation EW NHS < 5 y 95% 50 y QALY Direct costs (2010–11, £) One-way & PSAModel sensitive to the vaccine price, immunity waning and vaccine administration cost Cost/QALY: Static model (without herd immunity)Cost saving - £21,077 (£45/ course)£9,313 – 35,711 (£60/course)Dynamic model (with herd immunity)Cost-saving - £13,267 (£45/course)£6,841 – 27,901 (£60/course)
RV Knoll et al. 201336 CEA (1) Immunisation(2) No immunisation DE SHI Birth cohort 100% 5 y Cases averted and savings Direct and indirect (2011, €) One-way & PSAModel sensitive to the frequency of seeking medical advice, RV disease and hospital visits Net saving: >£9 million
RV Imaz et al. 201337 CUA (1) Immunisation(2) No immunisation ES Societal Healthcare Birth cohort 100% 5 y QALY Direct and indirect (2011, €) One-wayModel sensitive to the vaccine price, vaccine efficacy and utility values Cost/QALY:£244, 077 (healthcare)£182,982 (societal)
RV Aidelsburger et al. 201438 CEA (1) Immunisation(s) (2) No immunisation DE SHI < 5 y 80% 5 y QALY Direct and indirect costs (2010, £) One- and 2-wayModel sensitive to herd immunity, utility values, the vaccine price and administration costs Cost/QALY: £118,187–144,208
MD Trotter et al. 200242 CEA (1) Immunisation (2) NoImmunisation EW NHS 0–17 y <1 y: 89%1–4 y:82%5–13 y: 97%14–15 y: 83%16–17 y: 65% Lifetime Cases averted & LYS Direct costs (2000, £) One-way & PSAModel sensitive to disease incidence Cost/LYS: £8,467
MD Ortega–Sanchez et al. 200843 CEA (1) Immunisation + catch upNo immunisation US Payer and societal 11–17 y 70% 10 y Cases averted, LYS & QALY Direct and indirect (2005, US$) One-way & PSAModel sensitive to herd immunity, vaccine price and vaccination campaign Cost/QALY: £63,914 (societal)Cost/LYS:£92,240 (payer), £106,766 (societal)
MD Christensen et al. 201344 CEA (1) Immunisation (2) No immunisation UK NHSPSS Birth cohort 91% Lifetime Cases averted & QALY Direct (2008, £) One-way & PSAModel sensitive to disease incidence, vaccine efficacy, immunity and case-fatality Cost/QALY: £176,275 (early infant vaccination); £177,683 (late infant vaccination)
MD Christensen et al. 201445 CEA (1) Immunisation (2) No immunisation UK NHSPSS Birth cohort 88% Lifetime Cases averted & QALY Direct and indirect (2011, £) One-wayModel sensitive to herd immunity and disease incidence Cost/QALY: <£20,000
PD Claes et al. 200346 CEA (1) Immunisation(2) No immunisation DE Healthcare payer, public authority and societal < 2 y 100% 10 y Cases averted & LYS Direct and indirect costs (1999–2000,€) One-wayModel sensitive to coverage, productivity loss, vaccine price and discount rates Cost/LYS:£62,147 (healthcare)
PD Melegaro et al. 200447 CEA (1) Immunisation(2) No immunisation EW NHS Birth cohort Lifetime Burden reduction, LYG & QALY Direct costs (2002, £) One-way & PSAModel sensitive to disease incidence, vaccine price and herd immunity Cost/QALY: £81,095Cost/LYG: £153,182
PD Ray et al. 200648 CEA (1) Immunisation(2) No immunisation US Societal-Healthcare 0–23 m 70% 5 y Cases averted & LYS Direct and indirect (2004, US$) One-wayModel sensitive to herd immunity, perspective and pneumonia events Cost/LYS:£83,955 (without herd effects)£5,622 (with herd immunity)
PD Lieu et al. 200049 CEA (1) Immunisation(2) No immunisation US Societal Infants and young children 100% 5 y Cases averted & LYS Direct and indirect costs (1997, US$) One-wayModel sensitive to disease incidence, vaccine efficacy and administration costs Cost/LYS:£64,440 (societal)
PD Lloyd et al. 200850 CEA (1) Immunisation(2) No immunisation DE Healthcare payer Birth cohort 83% Lifetime Cases averted & LYG Direct costs (2004, €) One-wayModel sensitive to herd immunity, vaccine efficacy and pneumonia events Cost/LYG:£67,696 (entire cohort without herd immunity)£25,711 (high risk)
PD Ray et al. 200951 CEA (1) Immunisation(2) No immunisation US Healthcare (1) < 5 y(2) 5 y and over 76% (children born 2000–2002)85% (children born 2003–2006) 5 y Cases averted & LYS Direct costs (2006, US$) One-wayModel sensitive to disease incidence, herd immunity and hospital visits Cost/LYS:£141,633 (without herd immunity)£7,328 (with herd immunity)
PD Giorgi- Rossi et al. 200952 CEA (1) Immunisation(2) No immunisation IT Public healthcare Birth cohort 12 m: 80%24 m: 82% 10 y Cases averted, LYG & DALY Direct costs (2005, €) One-way & PSAModel sensitive to disease incidence, mortality, vaccine price and vaccine efficacy Cost/LYG: £108,668Cost/DALY: £50,193Cost/averted case: £830 £172,324/ IPD£669,022/ meningitis£3,791,124/ death
PD Claes et al. 200953 CEA (1) Immunisation(2) No immunisation DE SHI Birth cohort 70% Lifetime Cases averted, LYS & QALY Direct costs (2005–2007, €) One-wayModel sensitive to vaccine price, coverage and schemes Cost/QALY: cost-savingCost/LYG: cost-saving
PD Díez- Domingo et al. 201154 CEA (1) Immunisation(2) No immunisation ES Payer < 1 y 95% Lifetime LYG & QALY Direct (2009, €) One-wayModel sensitive to herd immunity, disease incidence, hospital events, vaccine price and coverage Cost/QALY: £8,827Cost/LYG: £10,851
HPV Sanders et al. 200319 CEA (1) Immunisation(2) No immunisation US Payer 12 y 70% Lifetime Case averted & QALY Direct costs (2001, US$) One-way & PSAModel sensitive to vaccine efficacy, vaccine price and disease incidence Cost/QALY: £18,149
HPV Jit et al. 200820 CEA (1) Immunisation + catch up(2) No immunisation UK NHS 12 y 80% Lifetime QALY Direct (2006–07, £) One-way & PSAModel sensitive to vaccine efficacy, immunity, vaccine price & QALY loss Cost/QALY: £26,040
HPV Insinga et al. 200821 CBA (1) Immunisation(2) No immunisation US Health economic 16–23 y 2.5 y Healthcare costs Direct (2006, US$) One-wayModel sensitive to disease incidence, resource use and costs Reduction of £28 per patient
HPV Goldhaber-Fiebert et al. 200822 CEA (1) Immunisation(2) No immunisation US Societal 9–12 y 100% Lifetime QALY Direct and indirect cost (2004, US$) One-way, 2-way & PSAModel sensitive to screening tests Cost/QALY: £27,611
HPV** Chesson et al. 200823 CEA (1) Immunisation + screening(2) No immunisation US Societal 12 y 70% Lifetime QALY Direct medical costs (2005, US$) One-wayModel sensitive to herd immunity, discount rates and time horizon Cost/QALY: £10,693 (without herd immunity) £ 2,837 (with herd immunity)
HPV Bergeron et al. 200824 CEA (1) Immunisation(2) No immunisation FR Direct and third party 14 y 80% Lifetime QALY & LYG Direct (2004, €) One-wayModel sensitive to discount rates Cost/QALY: £10,696 (direct)£2,837 (third party)Cost/LYG£14,447 (direct)£18,839 (third party)
HPV Mennini et al. 200925 CEA (1) Immunisation(2) No immunisation IT NHS 12 y 80% Lifetime QALY Direct costs (2004–2005,€) One-way & PSAModel sensitive to vaccine efficacy, coverage % discount rates Cost/QALY: £9,048
HPV Hillemanns, et al. 200926 CEA (1) Immunisation +Screening(2) No immunisation DE Healthcare 12 y 80% Lifetime QALY & LYG Direct costs (2006, €) One-wayModel sensitive to vaccine protection, booster vaccination and discount rates Cost/QALY: £10,979Cost/LYG: £16,353
HPV Diaz et al. 201027 CEA (1) Immunisation(2) No immunisation ES Societal 11–14 y 90% Lifetime LYS Direct and indirect (2006, €) One-wayModel sensitive to vaccine price, coverage and immunity Cost/LYS: £19,686
HPV Jit et al. 201128 CEA (1) Immunisation(s)(2) No immunisation UK NHS 12–75 y 80% Lifetime QALY Direct costs (2008–09, £) One-way & PSAModel sensitive to discount rates Cost/QALY: £12.993–48,725 (depending on vaccination and specific cancer prevention)
Hep B Szucs et al. 200039 CEA (1) Immunisation(2) No immunisation DE Third party (1) 1–15 y (2) 11–15 y 100% 30 y Cases averted and savings Direct costs (1997, DM) Cost/averted: £100,365Net saving: £55,758
Hep B Siddiqui et al. 201140 CEA (1) Immunisation(2) No immunisation UK NHS Infants and adolescents 90% Lifetime QALY Direct (2006, £) One-way & PSAModel sensitive to vaccine protection and discount rates Cost/QALY: £271,750
Hep B Boccalini et al. 201341 CBA (1) Immunisation(2) No immunisation IT NHS and societal New-borns and 12 y 95% 20 y BCR & ROI Direct and indirect costs (2010, €) One-wayModel sensitive to coverage and number of symptomatic patients BCR: 2.46
V Thiry et al. 200455 CEA (1) Immunisation(s) + no screening/ blood tests(2) No immunisation IT Societal and payer 11 y 70% Lifetime LYG Direct or indirect costs (2002 , €) One-wayModel sensitive to the vaccine price Cost/LYG: £8,928
V Lenne et al. 200656 CEA (1) Immunisation(2) Immunisation + catch up No immunisation ES Healthcare & Societal 1–2 y 12m: 90% 24 m: 97% Lifetime Cases averted & LYG Direct and indirect(2004, €) One-way & PSAModel sensitive to coverage, vaccine efficacy and discount rates Cost/LYG: £3,393 (healthcare), £5,909(societal + catch-up)
V Coudeville et al. 200857 CEA (1) Immunisation(2) Immunisation + catch up No immunisation FRDE Societal Third party 1–2 y 90% 70%45% Lifetime Cases averted & LYG Direct and indirect costs (2002, €) One-way & PSAModel sensitive to the vaccine price and cost of varicella episodes Cost/LYG: France & Germany– cost saving (both)
V Zhou et al. 200858 CEA (1) Immunisation(2) No immunisation US Societal Infants 95% Lifetime BCR, QALY Direct and indirect(2006, US$) One-wayModel sensitive to discount rates Cost/QALY: £76,806BCR:2.73
Mult Zhou et al. 201410 CBA (1) Immunisation (2) No immunisation US Payer and societal Birth cohort 53% Lifetime Cases averted & BCR Direct and indirect (2009, US$) One-wayModel sensitive to administration cost BCR: >1 PCV<1 for RV

BCR Benefit–cost ratio, BE Belgium, CBA Cost–benefit analysis, CEA Cost-effectiveness analysis, CER Cost-effectiveness ratio, CUA Cost-utility analysis, DALY Daily adjusted life years, DE Germany, DM Deutsche Mark, EW England & Wales, ES Spain, FR France, Hep B Hepatitis B, HPV Human papillomavirus, IT Italy, IPD Invasive pneumococcal disease, LYG Life year gained, LYS Life years saved, m months, MD Meningococcal disease, Mult. Multiple, NHS National Health Service, NHSPSS National Health Service Personal Social Services, NL The Netherlands, PCV Pneumococcal conjugate vaccination, PD Pneumococcal disease, RHS Regional Health Service, ROI Return on investment, RV Rotavirus, SHI Statutory Health Insurance, PSA Probabilistic sensitivity analysis, QALY Quality adjusted life years, UK United Kingdom, US United States, V Varicella, y years.

Exchange rate 1 EUR = £0.79 and 1 USD = £0.63; all costs have been converted to 2014 GBP (where possible)66.

*

No immunisation refers to either baseline standard of care or the absence of routine immunisation policies within the pediatric-population.

**

The study adopts a societal perspective and includes all direct medical costs and benefits regardless of who incurred the costs or received the benefits.

From the included studies, 10 (20%) investigated pediatric influenza immunisation programmes6,9,11–17 (Table 2) and the remaining 41 (80%) studies investigated programmes for RV,28–37 MD,41–44 PD,45–53 HPV,18–27 Hep B,38–40 varicella54–57 and multiple indications10 (Table 2). The primary alternatives considered were immunisation and no-immunisation, which refers to either baseline standard of care or the absence of routine immunisation policies within the pediatric-population; 2 studies considered an additional alternative treatment for influenza6 or a catch-up campaign for varicella.57

The included studies followed cohorts of various ages for various time horizons using a range of cost-effectiveness measures. Studies on influenza immunisation considered pediatric populations primarily aged less than 5 years in 4 studies11–13,16 and a wider pediatric age range in 5 studies,6,9,13,15,17 following these between 1 year and lifetime horizons. The primary effectiveness measures were cost per QALY, LYS and cases averted.

Studies on RV immunisation strategies28–37 primarily followed birth cohorts for up to 5 years across29,30,35–37 various perspectives including statutory health insurance (SHI)35,37 and regional health service (RHS).31 Cost per QALY and cases averted were the most common effectiveness measures provided. Studies on MD41–44 and PD45–53 vaccination programmes followed birth cohorts (with the exceptions of Ortega-Sanchez et al. [2008]42 [cohort of 11–17 year olds] and Trotter et al. [2002]41 [0–17 years] for MD and Ray et al. [2006]47 [cohort of < 5 year olds and > 5 year olds], Lieu et al. [2000]48 [cohort of infants and young children], Ray et al. [2009]50 and Diez-Domingo et al. [2011]53 [cohort of <1 year olds], for PD) between 5 years and lifetime horizons. The primary effectiveness measures included cost per QALY, cases averted, and LYS.

Studies on HPV vaccines followed mainly cohorts of children aged 12 years and above over a lifetime horizon.18–20,22–25,27 Common effectiveness measures were cost per QALY and LYG.

Studies on Hep B and varicella vaccines followed cohorts of infants and adolescent age groups for up to 30 years and lifetime durations.38-40,54-56 From the small number of studies, cost per QALY, cases averted, LYG, and benefit–cost ratio (BCR) were used to determine the cost-effectiveness outcomes.

The study on multiple indications considered vaccination for PD and RV in birth cohorts followed over a lifetime horizon with effectiveness measures of BCR and cases averted was used to determine the health benefit.10

Assessment of the included studies with Drummond's checklist (Table 3)58 showed that in all studies, the research question was stated (item 1), relevant alternatives were compared (item 30), the study question was given (item 33) and conclusions followed from the data reported (item 34). All but 6 studies reported the primary outcomes (item 11); the majority of studies stated the alternatives described (item 5), the form of economic evaluation used (item 6), methods for estimation of quantities and unit costs (item 17) and currency and price data (item 18). The productivity changes (item 14) were not relevant to 40 studies, as the focus was the pediatric population. Some studies did consider the impact of vaccine programmes on parents and work loss days from caring for children — this was common in the RV studies which considered children under the age of 5 years.32,33 Several studies including Hibbert et al.(2009),13 Jit et al.(2010)29 and Giammanco et al. (2009),30 did not mention some of the main features of interest including the inflation rates, effectiveness measure and type of sensitivity analysis used.

Table 3.

Quality appraisal of included studies (based on Drummond's checklist68).

    Yes No Unclear Inappropriate
1 The research question is stated 51 (100%) 0 (0%) 0 (0%) 0 (0%)
2 The economic importance of the research is stated 29 (56%) 17 (33%) 5 (10%) 0 (0%)
3 The viewpoint(s) of the analysis are clearly stated and justified 49 (96%) 2 (4%) 0 (0%) 0 (0%)
4 The rationale for choosing the alternative programmes or interventions compared is stated 15 (29%) 35 (69%) 1 (2%) 0 (0%)
5 The alternatives being compared are clearly described 45 (88%) 5 (10%) 1 (2%) 0 (0%)
6 The form of economic evaluation used is stated 46 (90%) 5 (10%) 0 (0%) 0 (0%)
7 The choice of form of economic evaluation is justified in relation to the questions addressed 10 (20%) 35 (69%) 5 (10%) 1 (2%)
8 The source(s) of effectiveness estimates used are stated 40 (78%) 5 (10%) 5 (10%) 1 (2%)
9 Details of the design and results of effectiveness study are given (if based on a single study) 25 (49%) 9 (18%) 5 (10%) 12 (24%)
10 Details of the method of synthesis or meta-analysis of estimates are given (if based on an overview of a number of effectiveness studies) 0 (0%) 0 (0%) 0 (0%) 51 (100%)
11 The primary outcome measure(s) for the economic evaluation are clearly stated 45 (88%) 4 (8%) 2 (4%) 0 (0%)
12 Methods to value health states and other benefits are stated 39 (76%) 7 (14%) 5 (10%) 0 (0%)
13 Details of the subjects from whom valuations were obtained are given 25 (49%) 20 (39%) 6 (12%) 0 (0%)
14 Productivity changes (if included) are reported separately 9 (18%) 0 (0%) 2 (4%) 40 (78%)
15 The relevance of productivity changes to the study question is discussed 9 (18%) 5 (10%) 2 (4%) 35 (67%)
16 Quantities of resources are reported separately from their unit costs 26 (51%) 22 (43%) 3 (6%) 0 (0%)
17 Methods for estimation of quantities and unit costs are described 44 (86%) 0 (0%) 7 (14%) 0 (0%)
18 Currency and price data are recorded 45 (88%) 4 (8%) 2 (4%) 0 (0%)
19 Details of currency of price adjustment for inflation or currency conversion are given 38 (75%) 8 (16%) 5 (10%) 0 (0%)
20 Details of any model used are given 43 (84%) 6 (12%) 2 (4%) 0 (0%)
21 The choice of model used and the key parameters on which it is based are justified 10 (20%) 34 (67%) 7 (14%) 0 (0%)
22 Time horizon of costs and benefits is stated 38 (75%) 6 (12%) 7 (14%) 0 (0%)
23 The discount rate(s) is stated 43 (84%) 5 (10%) 3 (6%) 0 (0%)
24 The choice of rate(s) is justified 26 (51%) 22 (43%) 3 (6%) 0 (0%)
25 An explanation is given if costs or benefits are not discounted 2 (4%) 2 (4%) 0 (0%) 47 (92%)
26 Details of statistical tests and confidence intervals are given for stochastic data 15 (29%) 30 (59%) 6 (12%) 0 (0%)
27 The approach to sensitivity analysis is given 41 (80%) 5 (10%) 5 (10%) 0 (0%)
28 The choice of variables for sensitivity analysis is justified 30 (59%) 15 (29%) 6 (12%) 0 (0%)
29 The ranges over which the variables are varied are stated 30 (59%) 10 (20%) 11 (22%) 0 (0%)
30 Relevant alternatives are compared 51 (100%) 0 (0%) 0 (0%) 0 (0%)
31 Incremental analysis is reported 38 (75%) 10 (20%) 3 (6%) 0 (0%)
32 Major outcomes are presented in a disaggregated as well as aggregated form 36 (71%) 15 (29%) 0 (0%) 0 (0%)
33 The answer to the study question is given 51 (100%) 0 (0%) 0 (0%) 0 (0%)
34 Conclusions follow from the data reported 51 (100%) 0 (0%) 0 (0%) 0 (0%)
35 Conclusions are accompanied by the appropriate caveats 38 (75%) 8 (16%) 5 (10%) 0 (0%)

The relative percentages may not equate to 100% due to rounding errors

Comparison of economic evaluations in the included studies

Pediatric influenza

Compared with no immunisation, the implementation of influenza immunisation in the pediatric-population offers an overall cost-effective strategy in each of the EU-5 or US countries of up to ≤19,366, with the exception of Prosser et al. (2011)15 who reported cost per QALY up to ≤45,244 in the US, and in some cases provides a cost-saving potential when compared to treatment with supportive care or vaccination in those aged 6 months – 64 years (Muennig et al. [2001]14 and Prosser et al. [2011]16). Pitman et al. (2013)9 and Lugner et al. (2012)17 measured the indirect protection of the rest of the population via herd immunity by considering both pediatric and older population groups. Extending the immunisation either to a select or full pediatric population will benefit individuals within the targeted age group and also provide wider protection in other non-targeted age groups who may come into contact with the pediatric population.12,14,16

Other diseases relative to influenza

The included studies on pediatric immunisation programmes for the other selected diseases reported a wide range of cost-effectiveness, with cost per QALY mostly higher compared to that of influenza (Fig. 2a–2c). For RV, the cost per QALY was in general substantially higher (Table 2) than those presented for influenza. The values ranged from cost-saving from an Italian31 to ≤244, 077/QALY from a Spanish healthcare perspective.36 Similar to RV, studies of PD and MD immunisation yielded a wide range of cost-effectiveness, from cost saving to ≤177,683/QALY,43 with differences in outcomes notably influenced by the inclusion or exclusion of measurements of herd immunity. Studies of HPV immunisation yielded a similar range of cost-effectiveness to influenza of between ≤2,83723 and ≤48,725/QALY,27 with differences in outcomes influenced by vaccine type, perspective, and cancer-specific prevention. Varicella immunisation57 yielded a cost per QALY of ≤76,806 and a BCR of 2.73 for varicella prevention, demonstrating a high number of cases averted in the pediatric population. Hep B prevention is associated with a ≤271,750/QALY and a similar BCR of 2.43 (new-borns and 12-year-olds);39 however, the limited number of studies in the pediatric population included in this review may not be truly reflective of the extent to which vaccines may prevent disease burden, particularly for varicella and Hep B vaccines, as the small number of studies provide inaccurate estimates of impact.

Due to the paucity of data and variability across the indications, comparisons of other outcome measures, such as LYG and cases averted (hospitalisations or mortality events) are not conclusive enough to be presented here but are summarised in Table 1 and Table 2.

Discussion

Overview

In 2005 the World Health Organization (WHO) published guidelines on policy issues to help decision makers consider the broader implications of adding a vaccine to a national immunisation program. In addition to economic and financial questions, other aspects such as the public health priority of particular vaccines, the disease burden, public health surveillance and comparisons with other interventions should be taken into consideration.59 Subsequently, in 2008, the WHO published specific advice for standardising economic evaluations of vaccination programmes for current and emerging diseases (including pandemic influenza) to meet decision-makers' needs for relevant, reliable and consistent economic information in this area.60 This is because compared to most drugs assessed by health economic analyses, vaccines have characteristics that require special considerations when evaluating their cost effectiveness. These characteristics are related to herd immunity, quality-of-life losses in young children, parental care and associated work loss, time preference, uncertainty, eradication, macroeconomics and tiered pricing.61 Specific to infant influenza, complicating factors that contribute to uncertainty are seasonal variations in incidence, severity of disease and vaccine efficacy.62 Against this background, this review compared the economic value of pediatric influenza immunisation and a selection of existing pediatric immunisation programmes within similar contexts. For influenza, all studies demonstrated that pediatric immunisation offers a valuable health intervention demonstrating, in most cases, a cost-effective or cost-saving potential across societal, payer, National Health Service (NHS), and provider perspectives with incremental cost- effective ratios (ICER) below the respective thresholds in the US and EU5 (cost per QALY up to ≤19,366 reported) — consistent with the literature within this area.2,5–8

The derived ICER for pediatric influenza immunisation suggests that it fits well within the overall cost range of recent pediatric immunisation programmes already in place, particularly to HPV and varicella and across the other indications (MD, PD, RV, Hep B) considered here. The cost-effectiveness ratios derived from the included studies on the other diseases of interest (MD, PD, HPV, Hep B, varicella, and RV) demonstrated an overall cost per QALY range between cost-saving up to ≤271,75039 across all indications. For HPV, the modeled vaccines targeted those aged 12 years or older over a lifetime horizon, in most cases; similarly for varicella the average age ranges from those aged 1–2 and 11 years old, also modeled over a lifetime-horizon (in most cases) although cost-effectiveness outcomes varied considerably. The difference in age groups considered in these studies may provide further challenges when comparing cost-effectiveness across studies. Chesson et al. (2008)22 modeled the impact of an HPV immunisation program, given in addition to current cervical screening, in the US and concluded that it was a cost-effective strategy, with an ICER of ≤10,693 when herd immunity was ignored and an ICER of ≤2,837 when herd immunity was included. Jit et al.(2011)27 used a model to compare bivalent and quadrivalent HPV immunisations versus no immunisation in the UK and concluded that both vaccines were cost effective when protection against anal, penile, and oropharyngeal cancers was assumed. For the licensed endpoints including the incidence of cervical cancers bivalent HPV immunisation exceeds the UK's ≤30,000 WTP threshold. It is ≤48,725 per QALY. Coudeville et al.(2005)56 found that routine childhood varicella immunisation represents a cost saving health intervention in both France and Germany. Similarly, Lenne et al.(2006)55 concluded that routine varicella immunisation in Spain is cost saving from the societal perspective and highly cost-effective from the healthcare perspective.

Besides demonstrating cost effectiveness compared to other vaccinations, the included studies on pediatric influenza vaccinations also demonstrate the importance and impact on the cost-effectiveness outcomes with herd immunity. Analyses modeling the direct effects of pediatric vaccines (immunising children aged less than 5 years old)11,13,16 or both pediatric and adult vaccines6,9,17 on the wider population demonstrated a lower cost-effectiveness ratio associated with herd immunity.

While the quality of the analyses across the included studies was fairly robust the differences between age groups and characteristics of each disease may limit the comparability of cost-effectiveness within and across indications. Indeed the reported cost-effectiveness values fall within a wide range, which may be explained by factors such as vaccine efficiency but also by choice of study design, including (1) difference in time horizon, (2) inclusion of herd immunity, (3) coverage, (4) pediatric population age groups, for example variations in the patient cohort (e.g. <5 years and 5–19 years), and (5) perspectives, which are presented as part of the scenario/sensitivity analyses.

Furthermore, the lack of a single outcome measure to quantify the impact of pediatric immunisation may lead to inconsistencies when comparing overall results and benefits (Table 1). The outcome measures chosen by the included studies consist of (1) cases averted, (2) overall net saving or BCR (value >1 implies incremental benefits exceed incremental costs), (3) cost per QALY, (4) cost per LYG, and (5) cost per LYS. The non-inclusion of certain costs may also result in different estimates of cost-effectiveness; particularly with pediatric diseases the impact on parents/guardians is not considered in many studies included in this review. This may understate the overall cost-effectiveness outcome, potentially underestimating the true impact of these diseases and the associated benefit of routine childhood immunisation.

Limitations

The approach used to conduct this review has several limitations. The search was conducted on selected databases. Conference proceedings and other sources, such as bibliographies from included studies, were excluded in the preparation of this review. Studies selected were based on availability of full texts and those exclusive to, or inclusive of the pediatric population. The selection process excluded subgroups, such as children with asthma, where the impact of immunisation programmes could highlight an even greater economic benefit, particularly so in the case of influenza. Studies were only selected for inclusion if they were conducted after 2000, were limited to EU5 and US settings and involved comparisons between immunisation and no immunisation(s). Existing systematic reviews for each indication or combined indications were also excluded from the review. Such reviews could have potentially provided a wider scope of studies conducted in this area and highlighted those studies not identified from the literature search per se. Many existing reviews in these indications have not been limited to geographical locations although the results presented here can be compared/found in existing reviews.2,42,55,63,64 One of the key issues in this review was the economic measure used to determine the cost-effectiveness of immunisation across the studies and indications. Although most studies provided an economic value (before final negotiated price by the national governments) predominantly expressed as an ICER (cost/QALY), where QALY is a well-accepted generic measure of mortality and morbidity across different indications, the lack of other standardised measures compromises comparability across studies. If studies had been limited to those providing ICER values only, the number of studies included in the review would have been limited further. The approach carried out here was consistent with existing systematic reviews where all effectiveness measures were considered.63,64 Comparability across the studies was further compromised by differences in age groups, time horizons, and perspectives.

Implications for new research

Future considerations, particularly for influenza immunisation studies, should try to capture the full population to allow comparisons within and across different age groups and incorporate the impact of herd immunity to illustrate the wider protection to society.

When comparing economic measures in the same or across different indications, the context of each cost-per-QALYs should be recognized to allow a reasonable comparison of one indication vs. another, for example influenza and HPV. Results should be interpreted with caution and some authorities will require supporting/further evidence of the benefits of routine immunisations beyond the comparison of cost-per-QALYs.64 Keeping in mind that economic evaluations offer useful tools to inform decisions and price discussions of implementing pediatric immunisation programmes, future studies should also report, or at least acknowledge, the available funding and policy implications for routine immunisation programmes, to help assess the discrepancies in each country setting and the cost-effectiveness outcomes considered.

Conclusion

The findings of this review suggest that pediatric influenza immunisation could provide a valuable health intervention with cost-effective potential from both healthcare and societal perspectives when compared with no immunisation or existing policies. Influenza immunisation programmes were located within the lower range of overall ICER values across immunisation programmes of the selected indications; although various age groups were considered within the same and across indications (e.g., <5 and 5–19 years). For influenza, extending immunisation to the full pediatric population (major transmitters) was generally the most cost-effective strategy.9,65 Although, it could be argued that the most efficient way to implement pediatric influenza immunisation programmes would be from programmes that offer cost-saving potential; possibly achieved with increased vaccination coverage to allow optimal herd immunity. Many factors remain unclear or confounding, such as the level of vaccination coverage needed and differences in existing country policies and in this respect further research is required.

Methods

This review is reported in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) recommendations,66 and compares economic evaluations of the vaccines of interest according to their licensed indications and contraindications as defined in each study.

Searches

A comprehensive literature review of published evidence on economic evaluations (cost-effectiveness analysis [CEA], cost–benefit analysis [CBA] or cost-utility analysis [CUA]) across the 7 disease areas was conducted using an electronic medical-journal database (PubMed), health technology databases (NIHR CRD [National Institute for Health Research Centers for reviews and dissemination], HAS [French National Authority for Health], IqWiG [Institute for Quality and Efficiency in Healthcare], Medicare, and vaccination databases (JCVI [Joint Committee on Vaccination and Immunisation], STIKO [Standing Committee on Vaccination], CTV [Technical Vaccination Committee]).

The search strategy grouped keywords into categories for disease, economic outcomes, model type, and programmes. Search terms for the disease category were “influenza a virus; influenza b virus,” “pneumococcus; pneumococcal,” “meningitis,” “varicella zoster virus; chicken pox,” “hepatitis B,” “human papillomavirus vaccines” and “rotavirus;” for the economic outcomes category “cost-effectiveness,” “cost utility,” “cost benefit” and “economic evaluation;” for the model type category ”economic models,” “decision tree,” “economic decision models,” “Markov,” “transmission model” and “SEIR;” and for the programmes category “immunisation,” “vaccine” and “vaccination.” Combined searches in PubMed were performed for “disease AND (economic outcomes OR model types) AND programmes.” Searches conducted in the other databases combined “disease AND economic outcomes.”

Inclusions

Studies were included in the review if they considered human subjects, were published in English language between 1st January 2000 to 16th December 2014 and had abstracts available. Studies were included according to the target group, comparisons, type of economic evaluation, and country perspectives. The target group is defined as the pediatric population (either the overall pediatric population aged less than 18 years, smaller age ranges such as 5–9 year olds, or pediatric groups consisting of both pediatric as well as adult population —an example being 5–9 and 18–65 year olds) without specific conditions, such as asthma, or other co-existing illnesses. Comparisons with no-intervention or current vaccination policy were included. Complete economic evaluation of CEA, CBA and CUA assessing both the benefits and costs of influenza, RV, MD, HPV, Hep B, PD and varicella, either independently or across multiple diseases, were included. Studies reporting on the UK, France, Germany, Italy and Spain (collectively known as the European Union Five, or EU5), and the US were included.

Full-text articles were retrieved and assessed to determine the final inclusion of studies. Articles were excluded: (1) if they reported systematic reviews on the economic evaluation across the 7 diseases either independently or combined; (2) if full-text articles were unavailable; (3) if studies were conducted outside the EU5 and US; and (4) if studies were exclusively based on the non-pediatric population. Additionally, studies that reported the impact of the disease in terms of epidemiology or clinical trial data were also excluded.

All included papers assess the impact of vaccination on standard vaccination schedules, which for pediatric influenza immunization is an annual event. While mismatches between vaccine strains and circulating strains may occur and have an impact on vaccine effectiveness, mismatch averages out over the duration of the modeling time horizon for the health economic outcomes of adding pediatric immunisation programmes into current practice. In addition, the effectiveness results are usually not statistically significant due to the low numbers for individual vaccine and age groups in influenza.

Data extraction

Eligible articles were independently screened by 2 researchers (NB and BS) on the basis of titles and abstracts retrieved by the search from the electronic databases (Fig. 1), alternative extraction methods of screening reference list from relevant studies or hand searching key journals and conference proceedings were not adopted in this review. In the case of disagreement a third reviewer was consulted (SR) for discussions on population(s), setting, immunisation programmes and type of studies included. Data on economic evaluations was extracted at the full text stage by 2 researchers (NB and BS) and entered into an extraction table comparing cost-effectiveness outcomes according to the type of analysis, immunisation strategies, country, perspective, vaccination coverage, time horizon, effectiveness measure, cost measure, sensitivity analysis and outcome measures. All monetary outcomes were converted based on currency conversions taken from the XE website and inflated accordingly to 2014 GBP using the European Central Bank (ECB) and Medical Expenditure Panel Survey (MEPS) databases.67–69

Willingness to pay thresholds

WTP were used to assess and compare cost-effectiveness of pediatric immunisation programmes within each country setting and across the vaccines considered. The WTP for the UK was ≤30,000.70 The assumed WTP for all other European countries,26 including Italy, is €30,000 = ≤23,780 (€1 = $0.79), and for the US is $50,00021= ≤31,780 ($1 = ≤0.63) based on currency conversions taken from the XE website (20 December 2014) and inflated to 2014 GBP.67–69

Quality assessment

The quality of each included study was assessed independently by 2 researchers (NB and BS) using Drummond's checklist.58 Discrepancies were resolved by discussion and consensus with a third investigator if needed (EG) for clarity on choice of economic evaluation, parameter description and subjects considered in the studies. Table 3 presents the overall results for each item on Drummond's list categorised by study design (items 1–7), data collection and analysis (items 8–21), and interpretation of results (items 22–35). Responses to the items in the list were completely satisfied (yes), not satisfied (no), unclear or not-applicable (inappropriate).

Disclosure of potential conflicts of interest

This work was funded by AstraZeneca (AZ) who currently has a licensed Live Attenuated influenza vaccine (Fluenz® Tetra or Flumist Quadrivalent). AS, JH and SR are current employees of AZ. EG and NB are employed by Wickenstones Ltd (at the time of the study BS was employed by Wickenstones Ltd) and were financed by AZ to complete this study. AZ have also funded EG to develop an economic model for pediatric influenza vaccination strategies.

Acknowledgments

We are grateful to Prof. Ken Redekop for his comments and recommendations on an earlier draft.

Funding

All funding for this study was provided by AstraZeneca (employees of whom are also authors and contributors to this paper) as per conflict of interest statement.

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