- Research article
- Open Access
- Open Peer Review
The health and economic impact of vaccination with 7-valent pneumococcal vaccine (PCV7) during an annual influenza epidemic and influenza pandemic in China
BMC Infectious Diseasesvolume 15, Article number: 284 (2015)
China has experienced several severe outbreaks of influenza over the past century: 1918, 1957, 1968, and 2009. Influenza itself can be deadly; however, the increase in mortality during an influenza outbreak is also attributable to secondary bacterial infections, specifically pneumococcal disease. Given the history of pandemic outbreaks and the associated morbidity and mortality, we investigated the cost-effectiveness of a PCV7 vaccination program in China from the context of typical and pandemic influenza seasons.
A decision-analytic model was employed to evaluate the impact of a 7-valent pneumococcal vaccine (PCV7) infant vaccination program on the incidence, mortality, and cost associated with pneumococcal disease during a typical influenza season (15 % flu incidence) and influenza pandemic (30 % flu incidence) in China. The model incorporated Chinese data where available and included both direct and indirect (herd) effects on the unvaccinated population, assuming a point in time following the initial introduction of the vaccine where the impact of the indirect effects has reached a steady state, approximately seven years following the implementation of the vaccine program. Pneumococcal disease incidence, mortality, and costs were evaluated over a one year time horizon. Healthcare costs were calculated using a payer perspective and included vaccination program costs and direct medical expenditures from pneumococcal disease.
The model predicted that routine PCV7 vaccination of infants in China would prevent 5,053,453 cases of pneumococcal disease and 76,714 deaths in a single year during a normal influenza season.The estimated incremental-cost-effectiveness ratios were ¥12,281 (US$1,900) per life-year saved and ¥13,737 (US$2,125) per quality-adjusted-life-year gained. During an influenza pandemic, the model estimated that routine vaccination with PCV7 would prevent 8,469,506 cases of pneumococcal disease and 707,526 deaths, and would be cost-saving.
Routine vaccination with PCV7 in China would be a cost-effective strategy at limiting the negative impact of influenza during a typical influenza season. During an influenza pandemic, the benefit of PCV7 in preventing excess pneumococcal morbidity and mortality renders a PCV7 vaccination program cost-saving.
Over the past century, China has experienced severe outbreaks of influenza in 1918, 1957, 1968, and 2009. Influenza itself can be deadly; however the increase in mortality during an influenza outbreak is also attributable to secondary bacterial infections, specifically pneumococcal disease. During the 1918 influenza pandemic, investigators at the time concluded that the majority of deaths related to the influenza outbreak were ultimately caused by complications stemming from a secondary bacterial pneumonia infection  and subsequent research has provided support for this initial finding . The 1918 pandemic, however, occurred in an era prior to the use of antibiotics so the proportion of influenza related deaths that were attributed to secondary bacterial infection during that pandemic may overstate the expected impact of pneumococcal infection related deaths during a modern influenza pandemic outbreak. Evidence regarding more recent pandemic outbreaks of influenza, however, suggest that mortality due to secondary bacterial infection remains a primary cause of death for individuals initially suffering from influenza, even during an era where antibiotics are in widespread use. An examination of the 1957 and 1968 pandemics in the U.S. found results similar to the study of the 1918 pandemic . Additionally, a study investigating the 2009 H1N1 influenza outbreak found, by examining autopsy reports, that evidence of bacterial pneumonia was detected in approximately 55 % of influenza related mortality cases . The influenza vaccine remains the primary method of protection against influenza among individuals and a possible pandemic outbreak amongst the population. However, given the associated morbidity and mortality attributed to secondary pneumococcal infections, it is important to investigate possible alternative measures that can be taken in order to help mitigate some of the negative health consequences associated with influenza.
The 7-valent pneumococcal conjugate vaccine (PCV7) was approved for use in the U.S. in 2000 and has been recommended by the U.S. Centers for Disease Control and Prevention (CDC) to be included in the routine vaccination schedule for all infants in the U.S. . In the years subsequent to its inclusion into the routine vaccination schedule of the U.S., there has been a substantial impact on the incidence of pneumococcal related diseases, largely attributed to the indirect effect of herd protection on the unvaccinated child and adult populations [5, 6]. A recent report by the CDC has suggested that the majority of the reductions in invasive pneumococcal disease (IPD) following the widespread use of the PCV7 vaccine in the U.S. were due to the indirect effect on the unvaccinated population by reducing the nasopharyngeal carriage of Streptococcus pneumonia among immunized children . As a result of the effectiveness of the PCV7 vaccine since its introduction in 2000, the World Health Organization has recommended the inclusion of PCV7 in childhood vaccination programs worldwide .
In this study, we examined the public health and economic impact of including PCV7 into the routine immunization program in China in the context of both a typical influenza season and a severe influenza pandemic. Although there are higher valency pneumococcal vaccines available on the market in the U.S. and elsewhere, the 7-valent pneumococcal conjugate vaccine is currently the only pneumococcal vaccine approved for use in China. As a result, we focused our study on the potential inclusion of PCV7 into the Chinese national immunization program. The PCV7 vaccine contains seven serotypes: 4, 6B, 9V, 14, 18C, 19F, and 23F, which accounts for approximately 76 % of the serotypes associated with pneumococcal disease among children less than five years of age in China . Given the effectiveness of the PCV7 vaccine in reducing incidence of pneumococcal disease in both the vaccinated and unvaccinated populations due to herd protection, and the link between influenza and mortality due to secondary pneumococcal infection, it is plausible that routine vaccination of infants with PCV7, either with or without the use of the influenza vaccine, may help reduce the morbidity and mortality associated with influenza during both a typical influenza season and a potential severe influenza pandemic.
We adapted a previously developed decision-analytic model of pneumococcal disease incidence and outcomes  to assess the impact of incorporating the 7-valent pneumococcal vaccine (PCV7) into the childhood vaccination schedule during both a typical influenza season and an influenza pandemic in China relative to the disease burden that would exist in the absence of a pneumococcal vaccination program. The model only included cases of pneumococcal disease and pneumococcal related deaths. Morbidity and mortality from influenza without pneumococcal co-infection were not considered. In order to simulate a single season, outcomes were assessed as a cross-sectional analysis over a one-year period which was assumed to have occurred after the vaccine indirect (herd) effects have reached a steady state, approximately seven years following the initial introduction of the vaccine. Incremental costs, life-years, and quality-adjusted life-years estimated by the model reflect the lifetime consequences of events that occur during this one-year period. All future costs and health outcomes were discounted using a 3 % annual discount rate. All cost-effectiveness results were calculated from a payer perspective and only include direct medical costs associated with treatment for pneumococcal related disease as well as the cost of the vaccine and the direct cost associated with administering the vaccine. All costs were reported using 2011 Chinese Yuan. In order to facilitate comparisons with previously published cost-effectiveness studies on the PCV7 vaccine, cost-effectiveness results were also reported in U.S. dollars using exchange rates as of July 2011 (1 USD = ¥6.465) .
The clinical starting point of the model is the choice of vaccination strategy where the model compares the case of no vaccines being administered to a case with a vaccination coverage rate of 85 % among all children less than two years of age in China over a one-year period. Individuals within the model could be vaccinated or unvaccinated, depending on the vaccination strategy and age group. All individuals are considered at risk of developing influenza, may or may not receive treatment for this illness, and may subsequently develop a secondary pneumococcal related disease. The pneumococcal disease states incorporated into the model include invasive disease cases of meningitis and bacteremia caused by Streptococcus pneumoniae, all-cause inpatient pneumonia, and acute otitis media. Incidence rates for pneumococcal disease states differ depending on a variety of factors: the probability of individuals within the model entering into one of the pneumococcal related disease states during the one-year period is determined by the initial choice of vaccination strategy, if the individual has developed influenza and whether they received treatment for that influenza, and the age group to which the individual belongs. Clinical outcomes within the model are assumed to be mutually exclusive. Additionally, in order to capture the full benefits of the vaccine, both the direct benefits among the vaccinated and the indirect benefits accruing to the unvaccinated population as a result of herd protection are included in the model.
Model parameters and input data
The primary input parameters used in the model estimation, broken down by age group, are presented in Table 1 and are briefly described in the following sections.
Population and coverage rates
A total population of 1.34 billion was assumed for the model based on data from the Ministry of Health PRC 2009 Chinese Health Statistical Annual Report for 2010 . This population was stratified into six age groups (<2, 2 to 4, 5 to 17, 18 to 49, 50 to 64, and 65 years of age and older), approximately 1.1 % of which were assumed to be children less than two years of age . PCV7 is not currently included in the national immunization schedule in China and therefore the steady state level of vaccination coverage that would exist, if included, is unknown. As a result, we assumed an 85 % coverage rate that is roughly consistent with observed levels of coverage in the U.S. . Each child under the age of two is assumed to have received four doses of the vaccine in the current period and children aged two to four years were assumed to have been vaccinated at some point prior to the start of the model. Consistent with previous literature, the model also assumes that there is no protection beyond the fifth year after vaccination [14, 15]. As a result, all children and adults five years of age and older were considered unvaccinated within the model.
Disease incidence and case fatality rates
Baseline, age-specific disease incidence rates, case fatality rates, and the probabilities of developing long-term complications from pneumococcal meningitis were primarily derived from published sources. In many cases, these data were presented in age groups that did not specifically match the age groups used in this study. We combined these age groups using a weighted average based on estimated population size. Incidence and case fatality rates for pneumococcal meningitis among children less than five years of age were derived from a published meta-analysis [16, 17]. This estimate was adjusted to account for the probability that the cause of the meningitis was something other than pneumococcal infection, and to improve the estimation of disease impact by age by using data from a meta-analysis of international incidence rates and estimates of the proportion of invasive pneumococcal disease cases by age for children under five years of age in Taiwan [17–19]. Incidence and case fatality rates for IPD among individuals older than five years of age were derived from estimates of incidence from a cost-effectiveness study of lower-middle income countries [17, 20]. The probability of developing long-term complications from meningitis infection that result in deafness or disability were taken from a series of published papers [10, 14, 15, 17]. Age specific incidence and case fatality rates for inpatient pneumonia and otitis media were derived from existing data [16, 17, 20–23] with adjustments made to the age groups used in this study as described previously.
The cumulative influenza incidence rate over a one-year period was based on calculations from the number of specimens tested from patients with influenza like symptoms and the number of specimens found to test positive for influenza type A or B estimated from World Health Organization’s influenza virological surveillance data for China . Weekly data were examined over a three year period from week forty-nine of 2010 through week forty-eight of 2013 (the last available data at the time of the calculations). These data provided an estimated one-year cumulative incidence rate of 15 %. This methodology is similar to a previously published estimate for the annual influenza incidence rate in the U.S. of 13 % using the Centers for Disease Control and Prevention’s weekly influenza surveillance data . Consistent with existing literature, it was assumed that persons with influenza had a 7.7 % increased risk of developing pneumococcal disease relative to those without influenza [10, 25], and that individuals treated for influenza using antiviral medication were at 26.3 % lower risk of developing pneumococcal disease [10, 26, 27]. The proportion of those with influenza who were considered to be treated for influenza within the model was estimated to be 28.44 % based on calculations using published sources on influenza treatment in China [28, 29]. It was also assumed, consistent with previous literature, that during a severe pandemic the one-year cumulative influenza incidence rate would rise to 30 % and that there would be an increased risk of pneumococcal disease, ranging from 1.4 times to 149 times greater for bacteremic and inpatient pneumonia depending on the age group, and an increased risk of mortality stemming from pneumococcal disease relative to a typical influenza season .
Vaccine efficacy and indirect effects
The vaccine efficacy and indirect effectiveness based on the herd effects estimates used in the model for all age groups are provided in Table 1. These estimates are based on a previously published study . In that study, it was assumed that vaccination of children less than two years of age would result in a direct reduction in the probability of the child developing IPD based on the published efficacy of the vaccine [10, 30]. It was also assumed, consistent with published literature, that among previously vaccinated children between the ages of two and four years old that the direct benefits of the vaccine begin to wane to a level 91 % of their initial efficacy and that there is no direct protection remaining for children over the age of five years old [10, 14]. The estimated indirect (herd) effects were based on previously published data in the U.S. that measured the herd effects as a percent reduction in pneumococcal disease incidence [10, 23]. These estimates were derived by assuming that all reductions in incidence of pneumococcal infection not attributable to direct vaccine efficacy were therefore the impact of the indirect effectiveness of the vaccine.
All cost data incorporated into the model are Chinese specific and were based on published sources and measured in 2011 Chinese Yuan. Cost estimates for the direct, per case medical costs associated with pneumococcal infection by age group are shown in Table 1. These costs were based on a recent study that examined the cost-effectiveness of PCV7 in Shanghai . In that study, the direct medical costs related to pneumococcal diseases were derived from an examination of de-identified case records from the Shanghai Board of Health Central Information Data Base and were based on confirmed inpatient cases of pneumococcal disease from hospitals in Shanghai during 2011. The total costs per case by disease type (meningitis, bacteremia, and all-cause pneumonia) and age group used in the model include hospitalization fees, physician consultation fees, diagnostic tests, operation fees, nursing fees, and medication expenses. The vaccine administration costs include the cost per dose of the vaccine, assumed to be ¥860 per dose based on published vaccine prices in Shanghai , and a direct administration cost assumed to be ¥10 per dose .
Utility values used to calculate quality-adjusted-life-years (QALYs) for various disease states were taken from published sources and were incorporated into the model as a one-time reduction in the QALY for each disease occurrence. The value of the one-time reductions used in the model were 0.023 for meningitis, 0.0079 for bacteremia, 0.006 for hospitalized pneumonia, 0.004 for non-hospitalized pneumonia, and 0.005 for otitis media . Utility values for deafness (0.73) and disability (0.68) resulting from meningococcal complications were also derived from published sources [33, 34] and were applied to the remaining years of life expectancy for each case.
The model provides estimates for each vaccination strategy over a one-year period. Estimates were generated for the number of pneumococcal disease cases, number of deaths related to pneumococcal disease, number of estimated life years saved, the quality-adjusted-life-years (QALYs) gained, costs associated with pneumococcal disease, and costs associated with the vaccination program. Incremental cost-effectiveness ratios (ICERs) were estimated as the cost-per–life-year saved and cost-per-QALY gained for both a typical influenza season and a pandemic influenza season. Life years saved as a result of deaths avoided were calculated based on the average life expectancy remaining for each age group and were derived using life tables for China provided by World Health Organization estimates . All costs and outcomes were discounted at a rate of 3 % per year.
The estimated number of pneumococcal disease cases, pneumococcal related deaths, life years, and quality-adjusted-life-years by age group predicted by the model for both the non-vaccination strategy and the strategy using PCV7 are reported in Table 2. During a normal, non-pandemic influenza season the model predicted that 114,342 cases of IPD, 1,481,050 cases of in-patient pneumonia and 76,714 deaths could be prevented as a result of routine vaccination with PCV7 among children in China. The majority of the cases prevented and the deaths averted were among the unvaccinated population due to the herd effect of the vaccine. Additionally, the model predicted that routine vaccination with PCV7 would result in 2,497,176 life years saved and 2,232,520 QALYs gained over the remaining years of life for the individuals within the model based on outcomes occurring during a single season.
The estimated cost results are shown in Table 3. The cost savings from fewer cases of pneumococcal disease were estimated to be 12.5 billion Yuan (US $1.9 billion), and the cost of the vaccination program was 43.2 billion Yuan (US $6.7 billion) resulting in a total direct medical cost increase of 30.7 billion Yuan (US $4.7 billion) from the implementation of the vaccination program. The estimated cost-per-life-year saved was ¥12,281 (US $1,900) and the cost-per-QALY gained was ¥13,737 (US $2,125).
During a severe pandemic season, the model predicted that routine vaccination with PCV7 would result in 2,951,119 fewer cases of IPD, 2,152,519 fewer cases of in-patient pneumonia, and 707,526 deaths would be avoided. Approximately 46.3 % of the IPD cases prevented and 42.5 % of the deaths averted were among the 18 to 49 year old age group. The total number of life years saved and QALYs gained during a severe pandemic season were estimated to be 34.4 million and 30.5 million respectively. The direct medical cost savings were projected to be 84.2 billion Yuan (US $13.02 billion) as a result of fewer pneumococcal disease cases and 41.0 billion Yuan (US $6.34 billion) when the direct costs of the vaccination program were included. As a result, during a severe influenza pandemic, routine child vaccination with PCV7 is predicted to be more effective and less costly overall relative to the case of no vaccinations (dominant).
A series of univariate sensitivity analyses were performed in order to test the robustness of the results to several key data input parameters. These analyses were performed on the level of vaccine coverage (+/− 10 %), the vaccine price (+/− 10 %), reduction of the indirect (herd) effects by 50 %, differences in base-line disease incidence rates (+/− 10 %), and differences in base-line case fatality rates (+/− 10 %) for both the typical influenza season and a severe influenza pandemic season. The results regarding the estimates for the number of deaths averted, life years saved, total direct medical costs, and cost-per-life-years saved from these analyses along with base case results are provided in Table 4.
Model results during a standard influenza season were most responsive to changes in the indirect (herd) effects of the vaccine on the unvaccinated population. When these effects were reduced by 50 %, the cost-per-life-year saved increased from a base case value of ¥12,281 (US$1,899) to ¥24,549 (US$3,797). The results were least sensitive to changes in case fatality rates with a cost-per-life year saved range of ¥2,480 (US$384) between the high and low values tested, followed by alterations in the vaccine price (¥3,419 (US$529)), changes in disease incidence (¥3,482 ($US539)), and changes in the level of vaccine coverage (¥4,453 (US$689)). During a severe influenza pandemic the estimates for the number of deaths averted and the life-years saved were also found to be most sensitive to changes in the indirect effects of the vaccine. In all cases, however, the cost-per-life-year saved results from including PCV7 into the routine vaccination strategy were found to remain the dominant strategy in the context of a severe influenza pandemic.
Several studies have examined both the clinical and economic benefits of the PCV7 vaccine in various countries in Asia [23, 36–39], however very few have specifically estimated the impact or the cost-effectiveness of including PCV7 into the routine vaccination schedule in China utilizing local economic and epidemiological data [17, 23, 40]. None of these studies, however, examine the use of PCV7 in the context of influenza. For example, in Che et al., the authors used a decision-tree model to estimate the impact of PCV7 in Chinese infants . To our knowledge, there have been only two other studies that have examined the use of PCV7 in the context of both a typical influenza season and a severe pandemic [10, 41]. The existing studies used a similar theoretical framework with a focus on the U.S. population. Our study differs in that we focus on the inclusion of the PCV7 vaccine in China using, where available, local epidemiological data and Chinese specific cost data.
According to the World Health Organization’s pharmacoeconomic evaluation criteria, if the incremental cost effectiveness ratio is found to be within three times the per capita income of that region then the intervention would be considered cost-effective . As of 2011, gross per capita yearly income of China was estimated to be ¥35,783 (US$5,535) . In all cases, our results were found to be either cost-saving (dominant strategy) or within the recommended cost-effectiveness threshold to be considered a cost-effective intervention. The previous studies conducted on the U.S. population found the use of the pneumococcal conjugate vaccine to be a cost-saving strategy in the context of both a typical influenza season and a pandemic outbreak . We also found PCV7 to be a cost-saving vaccine program during a severe influenza pandemic. However, unlike the U.S. studies, but consistent with a cost-effectiveness analysis of PCV7 in Shanghai , our results in a typical season were cost-effective, at ¥13,737 (US $2,125) per QALY saved. The reason for the slight differences likely has to do with differences in cost data in China, where vaccination costs are higher and treatment costs are lower than in the U.S. Note that changing the vaccination schedule would impact the costs of the program and may alter the effectiveness of the vaccines.
The study as implemented is subject to a number of potential limitations which may impact the overall results. The study was conducted from a third party payer perspective instead of using a societal perspective. As a result, we do not include the additional costs associated with pneumococcal morbidity and mortality such as the value of lost productivity from premature death, caregiver time costs, and travel costs. Given the estimated number of deaths averted and IPD cases prevented by the model, the inclusion of these costs would likely have substantially added to the potential cost savings from the use of PCV7. The study used serotype coverage data from a single study in China, but serotype coverage can vary substantially across regions and over time . Were we to assume lower serotype coverage of 60 %, the projected cases averted and deaths prevented would be slightly lower. However, the overall conclusion of cost-effectiveness in a typical season and cost savings in a pandemic influenza season are still preserved. The disease cost data utilized in the model were derived from a recent study on the cost-effectiveness of PCV7 in Shanghai and are based on data from Shanghai area hospitals . These data may not accurately reflect the costs associated with inpatient, pneumococcal disease in China as a whole since treatment options and price levels likely vary from region to region. We also assumed, consistent with previous literature [10, 14, 15, 17], that the direct benefits of vaccination begin to wane two years after the initial dose and that there is no protection beyond the fifth year after vaccination. As a result, all individuals within the model five years of age and older are considered unvaccinated. While consistent with previous literature, it is unlikely that the direct effectiveness of the vaccine would diminish to zero and therefore this assumption likely underestimates the potential benefits of the widespread use of PCV7 in China over time.
The analysis required extrapolation of several parameters from local and international epidemiologic data to derive necessary age-specific incidence rates. We note that the process of incorporating data derived from a variety of outside sources is subject to bias. As such, we included variations on these data in the sensitivity analyses that were performed. In all cases the results remained cost-effective under WHO thresholds of 2–3 times GDP per capita . Additionally, the estimates regarding the expected increases in incidence of pneumococcal disease during a severe pandemic were derived from previously published estimates and are based on the 1918 pandemic . The authors of that study, as do we, acknowledge that the 1918 pandemic was relatively more severe than subsequent pandemic outbreaks and that access to care and antibiotics has changed dramatically over the past century. As such, we regard the severe pandemic results estimated here for China as a worst case scenario and that a modern day influenza pandemic would fall somewhere within the spectrum of a typical influenza season and the severe pandemic in terms of severity of health care outcomes. In all cases, however, the estimates derived in this study were found to be cost-effective under the established World Health Organization guidelines .
The PCV7 vaccine is effective in reducing the incidence of pneumococcal disease in both the vaccinated and unvaccinated populations due to herd protection. Given the link between influenza and mortality due to secondary pneumococcal infection, it is likely that routine vaccination with PCV7 would help reduce the morbidity and mortality associated with influenza during both a typical influenza season and potential severe influenza pandemic. Our model suggests that routine vaccination with PCV7 among infants in China would prevent more than 75,000 deaths from secondary pneumococcal infection during a typical influenza season and prevent more than 700,000 deaths and save more than 41 billion Yuan (US$6.3 billion) during a severe influenza pandemic. Given the differences in population size and cost of medical treatment, these values are consistent with previously published estimates regarding the U.S. during a severe pandemic (108,500 deaths averted and $7.34 billion in cost savings) . It is likely, therefore, that the inclusion of PCV7 vaccine into the routine vaccination schedule of China would be a cost-effective intervention in the context of an influenza outbreak.
Centers for disease control and prevention
Incremental cost-effectiveness ratios
Invasive pneumococcal disease
13-Valent pneumococcal conjugate vaccine
7-Valent pneumococcal conjugate vaccine
Quality adjusted life year
United states dollars
World health organization
Muir R, Haswell Wilson G. Observations on influenza and its complications. Br Med J. 1919;1(3027):3–5.
Morens DM, Taubenberger JK, Fauci AS. Predominant role of bacterial pneumonia as a cause of death in pandemic influenza: implications for pandemic influenza preparedness. J Infect Dis. 2008;198(7):962–70.
Gill JR, Sheng ZM, Ely S, Guinee DG Jr, Beasley MB, Suh J, et al. Pulmonary Pathologic Findings of Fatal 2009 Pandemic Influenza A/H1N1 Viral Infections. Arch Pathol Lab Med. 2010;134:235–43.
Advisory Committee on Immunization Practices (ACIP). Preventing pneumococcal disease among infants and young children: recommendations of the Advisory Committee on Immunization Practices (ACIP). MMWR Recomm Rep. 2000;49(RR-9):1–38.
Fitzwater SP, Chandran A, Santosham M, Johnson HL. The worldwide impact of the seven-valent pneumococcal conjugate vaccine. Pediatr Infect Dis J. 2012;31(5):501–8.
Whitney CG, Farley MM, Hadler J, Harrison LH, Bennett NM, Lynfield R, et al. Decline in invasive pneumococcal disease after the introduction of protein-polysaccharide conjugate vaccine. New Engl J Med. 2003;348(18):1737–46.
Centers for Disease Control and Prevention (CDC). Direct and indirect effects of routine vaccination of children with 7-valent pneumococcal conjugate vaccine on incidence of invasive pneumococcal disease--United States, 1998–2003. MMWR Morb Mortal Wkly Rep. 2005;54(36):893–7.
World Health Organization (WHO). Pneumococcal vaccines WHO position paper – 2012. Wkly Epidemiol Rec. 2012;87:129–44.
Yao KH, Wang LB, Zhao GM, Zheng YJ, Deng L, Huang JF, et al. Pneumococcal serotype distribution and antimicrobial resistance in Chinese children hospitalized for pneumonia. Vaccine. 2011;29(12):2296–301.
Rubin JL, McGarry LJ, Klugman KP, Strutton DR, Gilmore KE, Weinstein MC. Public health and economic impact of vaccination with 7-valent pneumococcal vaccine (PCV7) in the context of the annual influenza epidemic and a severe influenza pandemic. BMC Infect Dis. 2010;10:1–11.
XE live exchange rates. [http://www.xe.com/], Accessed September 19, 2013.
Chinese Health Statistical Annual Report of the Chinese Ministry of Health PRC; 2009.
Centers for Disease Control and Prevention (CDC). National, State, and Local Area Vaccination Coverage Among Children Aged 19–35 Months – United States, 2011. MMWR Morb Mortal Wkly Rep. 2012;61(35):689–96.
Lieu TA, Ray GT, Black SB, Butler JC, Klein JO, Breiman RF, et al. Projected cost-effectiveness of pneumococcal conjugate vaccination of healthy infants and young children. JAMA. 2000;283(11):1460–8.
Ray GT, Whitney CG, Fireman BH, Ciuryla V, Black SB. Cost-effectiveness of pneumococcal conjugate vaccine: evidence from the first 5 years of use in the United States incorporating herd effects. Pediatr Infect Dis J. 2006;25(6):494–501.
Chen Y, Deng W, Wang SM, Mo QM, Jia H, Wang Q, et al. Burden of pneumonia and meningitis caused by Streptococcus pneumoniae in China among children under 5 years of age: a systematic literature review. PLoS One. 2011;6(11):1–9.
Hu SL, Shi Q, Chen CI, Caldwell R, Wang B, Du LX, et al. Estimated Public Health Impact of Nationwide Vaccination of Infants with 7-Valent Pneumococcal Conjugate Vaccine (PCV7) in China. Int J Infect Dis. 2014;26C:116–22.
O'Brien KL, Wolfson LJ, Watt JP, Henkle E, Deloria-Knoll M, McCall N, et al. Burden of disease caused by Streptococcus pneumoniae in children younger than 5 years: global estimates. Lancet. 2009;374:893–902.
Chuang SY, Yen CC, Wu JS, Huang CC, Chiang CS, Cheng XW, et al. The Surveillance and Epidemiological Analysis of Streptococcus Pneumoniae Infection, Category Four Communicable Disease, in Taiwan. Taiwan Epidemiology Bulletin. 2009;25(1):1–20.
Nakamura MM, Tasslimi A, Lieu TA, Levine O, Knoll MD, Russell LB, et al. Cost effectiveness of child pneumococcal conjugate vaccination in middle-income countries. Int Health. 2011;3:270–81.
Rudan I, Chan KY, Zhang JS, Theodoratou E, Feng XL, Salomon JA, et al. Causes of deaths in children younger than 5 years in China in 2008. Lancet. 2010;375:1083–9.
Guan X, Silk BJ, Li W, Fleischauer AT, Xing X, Jiang X, et al. Pneumonia incidence and mortality in Mainland China: systematic review of Chinese and English literature, 1985–2008. PLoS One. 2010;5(7):1–7.
Hu SL, Shi Q, Song SF, Du L, He JJ, Chen CI, et al. Estimating the cost-effectiveness of the 7-valent pneumococcal conjugate vaccine (PCV7) in Shanghai, China. Value in Health Regional Issues. 2014;3C:197–204.
World Health Organization (WHO). FluNet. [http://www.who.int/influenza/gisrs_laboratory/flunet/en/] Last accessed December 12, 2013.
Grabowska K, Hogberg L, Penttinen P, Svensson A, Ekdahl K. Occurrence of invasive pneumococcal disease and number of excess cases due to influenza. BMC Infect Dis. 2006;6:58.
Stiver G. The treatment of influenza with antiviral drugs. CMAJ. 2003;168(1):49–57.
Jefferson T, Demicheli V, Di Pietrantonj C, Rivetti D. Amantadine and rimantadine for influenza A in adults. Cochrane Database Syst Rev. 2006;2, CD001169.
Zhang L, Shi Q, Ma H. A Rapid Survey on Influenza-like Illness Among Urban Population in Beijing, 2007. Chin J Vacc Immunization. 2007;13(3):263–6.
Lee N, Choi KW, Chan PK, Hui DS, Lui GC, Wong BC, et al. Outcomes of adults hospitalized with severe influenza. Thorax. 2010;65:510–5.
Black S, Shinefield H, Fireman B, Lewis E, Ray P, Hansen JR, et al. Efficacy, safety, and immunogenicity of heptavalent pneumococcal conjugate vaccine in children. Pediatr Infect Dis J. 2000;19(3):187–95.
Shanghai Municipal Commission of Health and Family Planning. Price list of biological products for vaccination and vaccine immunization schedule, Shanghai 8th Edition. [http://www.smhb.gov.cn/wsj/n429/n432/n1487/n1507/u1ai82230.html], Accessed September 19, 2013.
Melegaro A, Edmunds WJ. Cost-effectiveness analysis of pneumococcal conjugate vaccination in England and Wales. Vaccine. 2004;22:4203–14.
Oostenbrook R, Moll HA, Essink-Bot ML. The EQ-5D and the Health Utilities Index for permanent sequelae after meningitis: a head-to-head comparison. J Clin Epidemiol. 2002;55(8):791–9.
Erickson LJ, De Wals P, McMahon J, Heim S. Complications of meningococcal disease in college students. Clin Infect Dis. 2001;33(5):737–9.
World Health Organization (WHO). Life expectancy: Life tables by country China; 2013. Global Health Observatory Data Repository [http://apps.who.int/gho/data/view.main.60340].
Wu DB, Rinaldi F, Huang YC, Chang JA, Chang CJ. Economic evaluation of universal 7-valent pneumococcal conjugate vaccination in Taiwan: A cost-effectiveness analysis. J Formos Med Assoc. 2013;112:151–60.
Aljunid S, Abuduxike G, Ahmed Z, Sulong S, Nur AM, Goh A. Impact of routine PCV7 (Prevenar) vaccination of infants on the clinical and economic burden of pneumococcal disease in Malaysia. BMC Infect Dis. 2011;11:248.
Lee KK, Rinaldi F, Chan MK, Chan ST, So TM, Hon EK, et al. Economic evaluation of universal infant vaccination with 7vPCV in Hong Kong. Value Health. 2009;12(3 Supple):S42–8.
Tyo KR, Rosen MM, Zeng W, Yap M, Pwee KH, Ang LW, et al. Cost-effectiveness of conjugate pneumococcal vaccination in Singapore: comparing estimates for 7-valent, 10-valent, and 13-valent vaccines. Vaccine. 2011;29(38):6686–94.
Che D, Zhou H, He J, Wu B. Modeling the impact of the 7-valent pneumococcal conjugate vaccine in Chinese infants: an economic analysis of a compulsory vaccination. BMC Health Serv Res. 2014;14:56.
McGarry LJ, Gilmore KE, Rubin JL, Klugman KP, Strutton DR, Weinstein MC. Impact of 13-valent pneumococcal conjugate vaccine (PCV13) in a pandemic similar to the 2009 H1N1 in the United States. BMC Infect Dis. 2013;13:229.
World Health Organization (WHO): Cost-effectiveness thresholds. [http://www.who.int/choice/costs/CER_thresholds/en/], Accessed September 21, 2013.
United Nations Statistics Division. World Statistics Pocketbook: China; 2011. [http://data.un.org/CountryProfile.aspx?crName=CHINA], Accessed March 15, 2014.
Funding for this research was provided by Pfizer Inc.
Dr. Roberts and Ms. Chen were employed by Pfizer at the time of this analysis. Dr. Roberts owns stock in Pfizer. Dr. Caldwell and Dr. Wang have received honorarium from Pfizer to plan, conduct, prepare, and present the current analyses and have acted as consultants for Pfizer.
CSR and CIC planned the study and collected data for model estimation. RC participated in the study design and methodology, performed the model estimation, and drafted the manuscript. BW participated in the study design and methodology, participated in estimating model parameters, and helped to draft the manuscript. ZA provided input to the study design and reviewed model input data and model parameter estimation. All authors reviewed and approved the final manuscript.