Literature DB >> 28775976

Static model simulation for routine mumps vaccination in Japan: with a result of mumps-related complications in a Japanese community hospital.

Taito Kitano1, Masayuki Onaka1, Mariko Ishihara1, Atsuko Nishiyama1, Naoki Hashimoto1, Sayaka Yoshida1.   

Abstract

PURPOSE: Mumps vaccine has not been included in the routine national immunization program in Japan, leading to low vaccine coverage rates and periodic epidemics approximately every 5 years. Our hospital (a secondary community hospital in Japan) experienced an increased number of mumps-related complications with a nationwide epidemic in 2016. Using previously reported data and mumps-related cases in our hospital, we estimated the cost-effectiveness of routine mumps vaccination in Japan with a static model using current epidemiologic data.
MATERIALS AND METHODS: With a decision tree flowchart of mumps infection and adverse events, we estimated the burden of mumps-related complications in our hospital for 5 years, and calculated the current annual national burden. Finally, we compared the current burden and assumptive burden of the stable state after routine vaccination in Japan using a static model.
RESULTS: The cost-benefit ratios with sensitivity analysis were 3.69 (1.08-9.52) and 6.84 (1.51-23.73) in independent inoculation and simultaneous inoculation, respectively, from a social perspective in addition to an annual gain of 9,487 (3,227-14,659) quality adjusted life years.
CONCLUSION: We contributed additional evidence in terms of cost-effectiveness that routine mumps vaccination should be introduced in Japan with simultaneous inoculation.

Entities:  

Keywords:  Cost-benefit analysis; Immunization program; Mumps vaccine; Quality adjusted life years

Year:  2017        PMID: 28775976      PMCID: PMC5540960          DOI: 10.7774/cevr.2017.6.2.120

Source DB:  PubMed          Journal:  Clin Exp Vaccine Res        ISSN: 2287-3651


Introduction

Mumps vaccine was included in the national immunization programs (NIPs) of 121 countries as of late 2015 [1]. Countries where routine mumps vaccination has not yet started are some African countries, South Asian countries, and Japan. In Japan, routine vaccination was stopped in 1993 because vaccine-induced aseptic meningitis provoked a social problem. Thereafter, vaccine coverage has been 30%–40% due to voluntary inoculations. Because of the low coverage rate in Japan, there are 400,000 to 1.5 million mumps patients in Japan, and there was another nationwide epidemic in 2016 [2]. Complications occur at the following rates: aseptic meningitis 1%–10%, encephalitis 0.03%–0.2%, hearing loss 0.1%, orchitis 25% in adult men, and oophoritis 5% in adult women [3]. We reviewed mumps-related complication cases over 5 years in our hospital (a 430-bed secondary hospital in Nara Prefecture, Japan) and the cost-effectiveness of routine vaccination in Japan using a static model.

Materials and Methods

We created a decision tree flowchart of mumps infection and adverse events due to vaccination (Fig. 1). We estimated the burden of mumps-related complications using current available data and cases in our hospital for 5 years, and then we computed the current annual national burden. Finally, we compared the current burden and assumptive burden of the stable state after routine vaccination in Japan using a static model. All of the calculations were performed by the methods described as follows with Microsoft Excel 2016 (Redmond, WA, USA).
Fig. 1

Decision tree flowchart of mumps infection and adverse events due to vaccination.

Calculation of the burden of mumps-related complications in Nara Prefecture General Medical Center (2012–2016)

We reviewed the electronic medical records of Nara Prefecture General Medical Center, Japan (a 430-bed secondary hospital in Nara Prefecture) and calculated the burden of all mumps related complication cases from January 1, 2012, to December 31, 2016. All mumps-related complication cases in our hospital were diagnosed with serological confirmation. Medical costs included the outpatient and inpatient costs of the hospital for mumps complications. We confirmed that no cases with mumps-related complications had any other medical conditions throughout the periods of cost calculation. Social cost was estimated by (recuperation period)×(average adult female wage) in pediatric cases and (recuperation period)×(average adult wage by sex) in adult cases because a patient's parent must care for his or her children with taking off from work in most pediatric cases, and patients themselves must take off work in adult cases. The recuperation period was the duration from the date of the patient's first day of absence until the day before the doctor's permission to return to work or school. Overall, male and female hourly wages were estimated as 2,172, 2,496, and 1,667 Japanese Yen (JPY)/hr [4]. Since national surveillance data do not contain information about the patient's age in adult cases or parents' ages in pediatric cases, although they do include pediatric patient ages (6-month intervals before 1 year old, 1-year intervals from 1 to 10 years old, and 5-year intervals from 10 to 20 years old), we did not consider age-specific wages in our calculation [5].

Current annual medical and social costs and quality-adjusted life years lost due to all mumps-related burdens in Japan

We estimated the total mumps-related burden (medical cost, social cost, and quality-adjusted life years [QALYs] lost) in Japan. Using surveillance data from 2000 to 2016, we calculated the number of annual average symptomatic mumps patients [25]. To estimate the burden of mumps and its related complications, we referred to each preceding study for reports of encephalitis, orchitis, oophoritis, hearing loss, other mumps-related hospitalizations, and outpatient cases [67891011]; however, for meningitis, we used the data from real mumps meningitis cases from our hospital because there were few data available about the burden of mumps meningitis in Japan. For example, Hoshi et al. [12] used data on pneumococcal meningitis as an estimation of the burden of mumps meningitis in a previous study, but these data are not appropriate for the estimation of the burden of mumps meningitis because the clinical courses of mumps meningitis and pneumococcal meningitis are very different [6]. The incidence of mumps meningitis was estimated to be 2.23% of all mumps cases in a previous study [13]. For encephalitis cases, we used 0.05% as the incidence, and a study of pneumococcal meningitis was substituted for the estimation of mumps encephalitis because of a lack of available data nationwide and in our hospital [613]. The recuperation periods per case for social cost calculation were 22.7 and 21.1 days for younger than 3 years old and 3 or older, respectively [6]. In cases with neurological sequelae, the annual medical costs were calculated as 368,350 and 396,929 JPY for younger than 3 years old and 3 or older, respectively, throughout the rest of their lives [6]. Japanese average life expectancy was 80.5 and 86.8 years old in men and women, respectively, in 2016 [14]. According to national surveillance data, 13.7% of mumps cases are estimated to occur in patients younger than 3 years old [5]. We assumed that each patient loses 0.43 QALYs per year [6]. In this section, we used healthy life expectancy instead of life expectancy. Japanese average healthy life expectancy was 71.19 and 74.21 years old in men and women, respectively, in 2013 [15]. Social deficit was calculated as 0.43×(average adult annual wage)×45 years (period of productive age in Japan). The burdens of orchitis and oophoritis were estimated as 171,732 and 186,905 JPY in medical costs, respectively, 4.9 and 5.3 days in recuperation periods for the calculation of social costs, and 0.01 QALYs loss per case [7]. With respect to hearing loss, we used the studies of Yamanaka et al. [9] and Okubo et al. [10] for unilateral and bilateral hearing loss, respectively, with 0.1 and 0.2 QALY loss in each patient followed by a subsequent social deficit as 0.1×(average adult annual wage by sex)×45 years and 0.2×(average adult annual wage by sex)×45 years. Medical costs were estimated as 79,422 and 4,000,000 JPY for each unilateral and bilateral case, respectively. Regarding other mumps-related hospitalizations and outpatient cases, we used the study of Sugawara et al. [11] with the results of 233,200 and 10,477 JPY as medical costs, respectively, and 9.5 days and 5.0 days×(adult women daily wage) as social cost, and 0.01 and 0.005 as QALYs loss per case. Five days was the mandatory absence period for all mumps cases. Using national surveillance data from 2000 to 2016, we calculated that 53.6% of mumps cases were male, and 1.7% were adults. We assumed that these proportions were equal among all complications other than orchitis and oophoritis [5]. In addition, we performed sensitivity analysis for each complication to address the variability of each case's burden, as described later.

Reduction of patients due to routine vaccine introduction

Since our study was a static model and we could not simply apply vaccine efficacy to reduce the rate of incidence, we reviewed data from countries comparing incidences before and after the introduction of routine mumps vaccination [316171819]. The study of Galazka et al. [3] showed that countries where two-dose routine vaccination was introduced achieved from 97% to more than 99% reductions in cases comparing before and after routinization, while those with one-dose vaccination had 88 to 98% reductions. For example, Finland achieved more than a 99.9% reduction in cases [16]; however, mumps are endemic in countries with high coverage rates of two-dose vaccinations. We assumed that the number of patients and the burden of the disease would decrease by 98% after a stable state of routine vaccination [19]. We performed sensitivity analysis with a range of a 70%–99.9% reduction in cases.

Increased adverse events, cost, QALYs, and burdens due to routine vaccination

We expected a 96.2% first dose coverage rate and 92.9% second dose coverage rate once mumps vaccine was included in the NIP with full financial support from the government [20]. These coverage rates were from measles-rubella vaccine coverage in 2015, which was already included the NIP in Japan. We assumed 6,000 JPY for the vaccination cost for each dose. One million people are eligible for vaccination each year. We estimated a 30% first dose coverage rate and a 0% second dose coverage rate in the current state [122122]. In addition, if children received single mumps vaccinations (independent inoculation), we considered the parent's burden to take them to health care facilities to be 0.5 working days lost for each vaccination. If they received mumps vaccine with other vaccines (simultaneous inoculation), we did not consider any further deficits. In the routine vaccination program, we assumed all children to receive a first dose at 1 year old. For rate estimations of each adverse event due to vaccinations, we first referred to a prospective or randomized study for the adverse event. In adverse events without such studies, we referred to a retrospective study. The rate of each adverse event was estimated as follows: fever 6.0% (336/5,603), parotid gland swelling 1.8% (97/5,541), meningitis 0.016% (1/6,443), encephalitis 0.0004%, and hearing loss 0.000017% [212324]. According to nationwide retrospective surveillance reports of suspected adverse events with the mumps vaccine, 3,784,329 vaccines were administered from Apr 1, 2013, to Mar 31, 2016 [25]. Four suspected cases of anaphylaxis were reported (one case of anaphylactic shock and three cases of anaphylactic reactions); however, after reviews by experts, none of these cases were diagnosed as level 3 by the Brighton Collaboration minor and major criteria, and no severe anaphylaxis cases were confirmed. Other suspected adverse events, such as pancreatitis (one case), immune thrombocytopenic purpura (six cases), and Guillain-Barre syndrome (one case), were reported [23]. We did not include these very rare adverse events in our analysis because all of these adverse events also occurred in cases of natural infections without available data regarding the burdens of these rare adverse events and these complications due to natural infections, and considering these conditions in adverse events analysis alone might have prevented accurate estimation. We assumed that the severity and cost of adverse events were the same as those of natural infections because of a lack of reliable data about the burdens of adverse events. We also supposed that 10% of febrile patients and patients with parotid gland swelling after vaccination would visit outpatient clinics, and the medical and social costs in the cases were the same as in those with natural mumps infection.

Cost-benefit ratio and QALY gain for routine mumps vaccination with sensitivity analysis

Finally, we calculated the cost-benefit ratio and QALY gain using sensitivity analysis. As parameters of sensitivity analysis, we selected vaccine cost (4,000 to 8,000 JPY per dose), vaccine coverage rate (80% and 70% to 99% and 99% for the first and second doses, respectively), reduction rate in patients after routinization (70% to 99.9%), burden of each complication of natural infection (-50% to +50%), and incidence of adverse events after vaccination (-50% to +50%).

Results

Burden of mumps-related complications in Nara Prefecture General Medical Center and estimation of all mumps-related burdens in Japan

Fig. 2 shows the number of mumps-related complications in Nara Prefecture General Medical Center from January 1, 2012, to December 31, 2016, in addition to the estimated overall number of patients in Japan. We could see an increase in complications cases in 2016 (meningitis, eight cases; orchitis, six cases; hearing loss, two cases) because there was a nationwide epidemic in 2016 [5]. The incidence in 2016 was approximately 4 times that in 2013 and 2014.
Fig. 2

Mumps-related complication cases in Nara Prefecture General Medical Center (2012-2016) and estimated overall number of patients in Japan. The overall number of patients in Japan was estimated using Japanese epidemiologic data.

Table 1 shows the burden of each complication. The costs of orchitis were less than those of hearing loss and meningitis because all of the cases of orchitis in our hospital were treated as outpatients.
Table 1

Burdens of each complication in Nara Prefecture General Medical Center (2012–2016)

Medical cost (JPY)Social cost (JPY)Recuperation period (day)
Meningitis (n = 13)547,493223,41616.75
Orchitis (n = 6)29,017197,7119.9
Unilateral hearing loss (n = 3)439,760160,05912.0

JPY, Japanese Yen.

Annual burden due to mumps in Japan from 2000–2016

We calculated that the average number of mumps patients from 2000 to 2016 was 907,345, and the average age of patients with mumps infection was calculated as 6.43 years old [5]. The number of patients and age distributions by year are listed in Table 2. The burdens of each complication are estimated in Table 3. The estimated medical cost was 21.6 billion JPY, and the estimated social cost was 63.3 billion JPY per year in addition to 9,487 JPY in annual QALY loss.
Table 2

The number of mumps patients in Japan and age distribution by year from 2000 to 2016

YearTotal patients≤ 5 mo6-11 mo1 yr2 yr3 yr4 yr5 yr6 yr7 yr8 yr9 yr10-14 yr15-19 yr≥ 20 yr
20001,170,0006966,71050,541101,057159,373213,445210,610149,12493,34358,19336,73563,6356,05820,481
20012,260,0007306,440103,404207,393324,221413,774376,810284,089185,104111,32770,494119,29512,98139,919
20021,089,0005245,59049,35396,297154,696197,412182,597129,52891,48557,78436,67062,2056,52818,754
2003515,0006516,22222,71445,22371,16896,76492,31363,45542,00528,19818,58731,7843,3869,387
2004821,0006145,74937,06375,387115,140151,714146,483100,34762,15239,91425,67439,0263,98313,860
20051,356,0006175,53763,354125,142204,991253,662229,399164,940105,59363,93241,19966,7256,48323,447
20061,186,0005896,42052,703104,266164,158216,146199,240140,97499,47866,47641,85167,2275,37921,262
2007431,0005695,66019,48337,70858,46275,09773,19052,13735,58524,63816,27927,1562,0666,903
2008499,0004485,20922,93346,18670,35789,37786,42061,82938,30825,49318,10327,5182,5298,001
2009798,0004596,06438,47176,484115,519142,079133,06896,39864,74141,30926,68242,6443,38012,635
20101,368,0004955,20359,450115,344184,367234,465224,077173,552120,78184,81151,88084,4766,36722,117
20111,09,004524,92444,85086,425136,603173,850166,181121,04486,94063,06540,13264,8684,47516,015
2012525,0003604,35023,56943,32466,25487,29387,71164,73645,42232,86322,91637,3892,8328,414
2013301,0003714,50711,20324,24837,11048,80449,07638,02726,69919,54513,44124,9011,6294,989
2014340,0004544,62014,00225,50243,15655,70656,77742,80429,64622,02618,38825,8841,8485,985
2015594,0002722,81626,34451,89081,486105,183100,76773,10549,18533,08522,05235,9243,05310,013
20161,162,0005325,51151,553101,544159,460205,834197,191143,06196,25164,74443,15570,2995,97419,594
Table 3

Incidence and burdens of each complication estimated

Incidence (%)Medical cost per case (JPY)Social cost per case (JPY)QALYs lost per case
Meningitis2.23547,493223,4160.023
Encephalitis0.05852,642 for < 3 yr 843,867 for ≥ 3 yr140,4780.023
Encephalitis with sequelae0.000215368,350/yr for < 3 yr 396,039/yr for ≥ 3 yr0.43 × annual wage by sex/yr0.43 × life expectancy (yr)
Orchitis25 (adult)171,73297,8570.01
Oophoritis5 (adult)186,90570,6930.01
Unilateral hearing loss0.09879,4220.1 × annual wage by sex/yr0.1 × healthy life expectancy (yr)
Bilateral hearing loss0.0024,000,0000.2 × annual wage by sex/yr0.2 × healthy life expectancy (yr)
Other hospitalization1.52233,200127,2820.01
Outpatient66.1110,47766,9910.005

JPY, Japanese Yen; QALYs, quality-adjusted life years.

Reduction in patients due to routine vaccine introduction

After the 98% reduction in patients and burdens of mumps due to routine vaccination, medical costs, social costs, and QALYs lost were estimated as 431 million JPY, 1.27 billion JPY, and 196, respectively.

Increased adverse events, cost, QALYs, and burdens from routine vaccination

The incremental budget for routine vaccination is 9.55 billion JPY from a social perspective and 11.35 billion JPY from the payer's perspective. The estimated incidence and burden of each adverse event are calculated in Table 4. Incremental medical costs, social costs, and QALYs lost due to routine vaccination were 271 million JPY, 890 million JPY, and 132, respectively, per year.
Table 4

Increased adverse event due to routine vaccination

Increased adverse eventIncidence (%)No. of patientsMedical cost (million JPY)Social cost (million JPY)QALYs lost
Fever6.095,40999,959,8922,270,60995
Parotid gland swelling1.827,85229,180,364662,83728
Meningitis0.016247135,194,99755,169,1555.7
Encephalitis0.00046.35,426,2141,421,8190.15
Encephalitis with sequelae0.000000170.027943,819943,8190.82
Unilateral hearing loss0.0000170.26326,679118,9011.8
Bilateral hearing loss0.00000030.005321,2131,3820.074
Total-123,514271,053,17860,588,525132

JPY, Japanese Yen; QALYs, quality-adjusted life years.

Table 5 showed that the cost-benefit ratios were 3.69/6.84 with independent/simultaneous inoculation from a social perspective and 3.42/5.97 from the payer's perspective. Considering the worst and best scenarios with all of the parameters in sensitivity analysis (vaccine cost, vaccine coverage rate, reduction rate of patients after routinization, burden of each complication of natural infection, and incidence rates of adverse events after vaccination), each cost benefit was 3.69 (1.08–9.52)/6.84 (1.51–23.73) with independent/simultaneous inoculation from a social perspective, and 3.42 (1.04–7.89)/5.97 (1.43–15.66) from the payer's perspective. Moreover, an annual QALY gain of 9,487 (3,227–14,659) was expected if a stable status of routine vaccination was achieved. The ranges were the results when all of the parameters of sensitivity analysis were vaccine-unfavorable values and when all of them were vaccine favorable values. Sensitivity analysis revealed that the burden of each complication and the reduction in mumps patient were factors vulnerable to the cost-benefit ratio (Fig. 3). Even in the worst scenario with all of the parameters in sensitivity analysis, the cost-benefit ratio was greater than 1.
Table 5

Estimated cost-benefit ratio of routine mumps vaccination in Japan

Independent inoculationSimultaneous inoculation
Social perspective3.69 (1.08-9.52)6.84 (1.51-23.73)
Payer's perspective3.42 (1.04-7.89)5.97 (1.43-15.66)

The ranges are from the point all of the parameters of sensitivity analysis were vaccine-unfavorable values to the point all of them were vaccine favorable values.

Fig. 3

Sensitivity analysis. The figure plots worst and best scenarios for each parameter of vaccine cost (4,000 to 8,000 per dose), vaccine coverage rate (80%, 70% to 99%, and 99% for first and second doses, respectively), reduction rate of patients after routinization (70% to 99.9%), burden of each complication of natural infection (-50% to +50%), and incidence of adverse events after vaccination (-50% to +50%). JPY, Japanese Yen.

Discussion

This study proposed additional evidence using a static model that Japan must start routine mumps vaccination urgently, considering the current enormous burden of the disease that we calculated in this study. There have been studies that showed the cost-effectiveness of mumps routine vaccination [11122526]. The cost-benefit ratio of independent inoculation from a social perspective in our study was 3.69. This number indicated that routine mumps vaccine would be highly cost-effective compared to other vaccines, such as Rota vaccine. The cost-benefit ratio of Rota vaccine in Japan is 0.95 [27]. The characteristics of this study were a medical cost estimation based on real mumps meningitis cases, proof of an enormous QALY gain in addition to a high cost-benefit ratio, reasonable vaccination coverage rates, and considering the incidence rates of adverse events based on domestic studies [2123]. The former Japanese study estimated that the routine vaccine coverage rates were 76.0% (first dose) and 72.7% (second dose), respectively [13]; however, we believe that the coverage rates for mumps vaccine should be equal to those of other vaccines in the NIP once the Japanese government includes mumps vaccine in the NIP. Regarding the cases in our hospital, we experienced a sharp increase in mumps-related complications in 2016. Although we believe that the increase in mumps meningitis in our hospital in 2016 was mainly due to the nationwide epidemic, it might indicate the possibility of missed diagnoses in the non-epidemic season rather than an anchoring error of doctors in the epidemic season because all of the mumps-related cases in our hospital were serologically confirmed. The burden of cases in our hospital was different from that in previous studies. For example, the medical cost of unilateral hearing loss was much higher in our cases than in preceding studies. Conversely, the medical cost of orchitis in our hospital was less than that of national reports because all of the orchitis patients were followed up as outpatients in our hospital. We used previous reports in our cost-effective analysis because of the larger sample size; however, we chose to use our cases to estimate the burden of mumps meningitis since the preceding study was derived from a group with poor prognosis in the estimation of mumps meningitis, which usually has an excellent prognosis [6]. There were several limitations of our study. First, this study used a static model without herd immunity considerations. Due to a lack of herd immunity consideration, the estimation of the reduction in the number of patients after routinization was unclear. Ideally, vaccine efficacy should be considered in a simulation study. The efficacy of vaccination for mumps is different between vaccine strains. In Japan, the Hoshino and Torii strains are widely used. These strains are considered to have better vaccine efficacy with more frequent adverse events than those for the Jeryl-Lynn strain [2128]. According to the study by Ihara and Ochiai [18], the efficacy of one-dose vaccination for Japanese domestic strains was approximately 78.1%–90.0%. Unfortunately, there are no data on the efficacy of 2 doses vaccination for Japanese domestic strains since few people in Japan receive two-dose vaccinations. A lack of consideration for vaccine efficacy and herd immunity was the greater limitation of our study. Second, a more accurate estimation of mumps meningitis is needed since our estimation was based on data from only one facility and a small sample size. Third, we considered only major mumps-related complications and adverse events. Considering very rare events would be better for thorough estimation, but it was difficult to perform precisely due to a lack of detailed data about these minor events. Other factors which might have affected our results are as follows. First, although we assumed that the severity and burden of adverse events due to vaccination were the same as those with natural mumps infections, we could infer that vaccine-induced mumps complications are less severe. Considering that assumption would have rendered our results more vaccine-favorable, it was difficult to precisely estimate due to a lack of reliable data. Second, we calculated only adult orchitis and oophoritis in the study with a lack of sufficient data on adolescent complications, considering that adolescent orchitis and oophoritis can result in more vaccine-favorable outcomes. Third, we did not include transportation costs in our estimations, which might have slightly affected our results. Finally, the wide gap in the cost benefit ratio between simultaneous inoculation and independent inoculation was confirmed in our study due to the burden of mothers taking their children to health care facilities for vaccination. Since simultaneous inoculation is widely accepted worldwide, we recommend that mumps vaccination be administered with other vaccinations to decrease the burdens of caregivers. In conclusion, this study showed that routine mumps vaccination is cost-effective and QALY saving, but simulation with a dynamic transmission model and herd immunity analysis are needed for more accurate simulations.
  10 in total

1.  [Incidence of infectious diseases estimated by the surveillance data in 2002-2004 in Japan].

Authors:  Shuji Hashimoto
Journal:  Nihon Koshu Eisei Zasshi       Date:  2006-10

2.  Immunization coverage and natural infection rates of vaccine-preventable diseases among children by questionnaire survey in 2005 in Japan.

Authors:  Koichi Baba; Yoshinobu Okuno; Keiko Tanaka-Taya; Nobuhiko Okabe
Journal:  Vaccine       Date:  2010-09-24       Impact factor: 3.641

3.  [Cost-effectiveness analysis of routine mumps immunization in Japan].

Authors:  Tamie Sugawara; Yasushi Ohkusa; Keiko Taya; Kaoru Oikawa; Noriyuki Haneda; Kiyoshi Kikuchi; Fumihide Kato; Seiji Yamaguchi; Tetuji Yoshikawa; Takashi Nakano; Toshiaki Ihara; Hiroyuki Tutumi; Yoshizo Asano; Hitoshi Kamiya; Nobuhiko Okabe
Journal:  Kansenshogaku Zasshi       Date:  2007-09

4.  Economic evaluation of vaccination programme of mumps vaccine to the birth cohort in Japan.

Authors:  Shu-ling Hoshi; Masahide Kondo; Ichiro Okubo
Journal:  Vaccine       Date:  2014-06-09       Impact factor: 3.641

5.  Effect of age on the incidence of aseptic meningitis following immunization with monovalent mumps vaccine.

Authors:  Hiromi Muta; Takao Nagai; Yuhei Ito; Toshiaki Ihara; Tetsuo Nakayama
Journal:  Vaccine       Date:  2015-10-01       Impact factor: 3.641

6.  Costs and benefits of measles and mumps immunization in Austria.

Authors:  G Wiedermann; F Ambrosch
Journal:  Bull World Health Organ       Date:  1979       Impact factor: 9.408

7.  Mumps and mumps vaccine: a global review.

Authors:  A M Galazka; S E Robertson; A Kraigher
Journal:  Bull World Health Organ       Date:  1999       Impact factor: 9.408

8.  How Japanese parents of deaf children arrive at decisions regarding pediatric cochlear implantation surgery: a qualitative study.

Authors:  Suguru Okubo; Miyako Takahashi; Ichiro Kai
Journal:  Soc Sci Med       Date:  2008-03-24       Impact factor: 4.634

9.  An office-based prospective study of deafness in mumps.

Authors:  Hiromi Hashimoto; Masashi Fujioka; Hiroshi Kinumaki
Journal:  Pediatr Infect Dis J       Date:  2009-03       Impact factor: 2.129

Review 10.  Measles, mumps, and rubella in Finland: 25 years of a nationwide elimination programme.

Authors:  Heikki Peltola; Sari Jokinen; Mikko Paunio; Tapani Hovi; Irja Davidkin
Journal:  Lancet Infect Dis       Date:  2008-12       Impact factor: 25.071

  10 in total
  4 in total

1.  Close the gap for routine mumps vaccination in Japan.

Authors:  Taito Kitano
Journal:  Hum Vaccin Immunother       Date:  2020-06-12       Impact factor: 3.452

2.  Evidence gaps in economic analyses of hearing healthcare: A systematic review.

Authors:  Ethan D Borre; Mohamed M Diab; Austin Ayer; Gloria Zhang; Susan D Emmett; Debara L Tucci; Blake S Wilson; Kamaria Kaalund; Osondu Ogbuoji; Gillian D Sanders
Journal:  EClinicalMedicine       Date:  2021-05-08

3.  Dynamic transmission model of routine mumps vaccination in Japan.

Authors:  Taito Kitano
Journal:  Epidemiol Infect       Date:  2018-12-03       Impact factor: 2.451

4.  An Economic Analysis of Mumps Vaccination in Fiji: Static Model Simulation of Routine Measles-Mumps-Rubella (MMR) Vaccination Instead of Current Measles-Rubella (MR) Vaccination.

Authors:  Chunghyeon Oh; Eric Rafai; Yinseo Cho; Damin Jun; Seungman Cha
Journal:  Int J Environ Res Public Health       Date:  2022-02-07       Impact factor: 3.390

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.