Literature DB >> 18239338

Wide-area epidemics of influenza and pediatric diseases from infectious disease surveillance in Japan, 1999-2005.

Yoshitaka Murakami1, Shuji Hashimoto, Akiko Ohta, Miyuki Kawado, Michiko Izumida, Yuki Tada, Mika Shigematsu, Yoshinori Yasui, Kiyosu Taniguchi, Masaki Nagai.   

Abstract

BACKGROUND: Epidemics of infectious diseases usually start in small areas and subsequently become widespread widely. Although a method for detecting epidemics in public health center (PHC) areas has been proposed and used in the National Epidemiological Surveillance of Infectious Diseases in Japan, wide-area epidemics have not been fully investigated.
METHODS: Using the abovementioned method, we defined an epidemic as that occurring for a week in at least one PHC area in a prefecture and a wide-area epidemic as that when the number of people living in epidemic PHC areas exceeds 30% of the prefectural population. The number of weeks of an epidemic or wide-area epidemic for influenza and 11 pediatric diseases was observed in 47 prefectures in Japan from 1999 through 2005.
RESULTS: Epidemics and wide-area epidemics of influenza occurred for an average of 7.0 and 4.3 weeks in a year in a prefecture, respectively. The proportion of wide-area epidemics in epidemic weeks was 62%. The average number of wide-area epidemic weeks for pediatric diseases varied among diseases; it was more than 4 weeks for infectious gastroenteritis and herpangina and less than 1 week for pertussis, rubella, and measles. The proportion of wide-area epidemics in epidemic weeks was 28-41% for infectious gastroenteritis, hand-foot-mouth disease, and herpangina and less than 20% for other diseases.
CONCLUSIONS: The frequency of wide-area epidemics of influenza and pediatric diseases in various prefectures was observed. Epidemics of infectious diseases such as influenza and herpangina occurring in small areas were likely to spread to wide areas.

Entities:  

Mesh:

Year:  2007        PMID: 18239338      PMCID: PMC4809253          DOI: 10.2188/jea.17.s23

Source DB:  PubMed          Journal:  J Epidemiol        ISSN: 0917-5040            Impact factor:   3.211


Epidemics of infectious diseases usually start in small areas and subsequently become widespread widely. To control and prevent epidemics in a wide area, such as a prefecture or nation, it is essential to observe epidemics in small areas, such as municipalities, and to determine whether these epidemics can occur over a wide area (a wide-area epidemic). Hence, infectious disease surveillance systems have been implemented in many countries,[1]-[6] and several methods have been used for detecting epidemics. In Japan, a method for detecting epidemics in public health center (PHC) areas has previously been proposed,[7],[8] evaluated,[9],[10] and used in the National Epidemiological Surveillance of Infectious Diseases (NESID).[6] No criteria have been established for wide-area epidemics, and these types of epidemics have not been fully investigated. In the present study, we attempted to determine the occurrence of wide-area epidemics in various prefectures using the information on epidemics in PHC areas in the prefectures by the abovementioned method. Based on the NESID data of Japan obtained from 1999 through 2005, we found wide-area epidemics of influenza and pediatric diseases in these prefectures.

METHODS

Epidemiologic Surveillance of Infectious Diseases in Japan

The NESID in Japan is organized by the Ministry of Health, Labour and Welfare, and it is controlled by the Infectious Disease Surveillance Center, National Institute of Infectious Diseases, Japan.[5],[6] The NESID has targeted influenza and pediatric diseases for sentinel surveillance. According to the NESID guidelines, local governments (prefectures) select sentinel clinics and hospitals for influenza and pediatric diseases from pediatric and internal medicine departments.[11] The number of sentinel clinics and hospitals in a PHC area is approximately proportional to the population size. The sentinel clinics and hospitals send information on the numbers of patients with targeted diseases to the PHCs on a weekly basis. These data are then used to monitor trends and variations in the number of cases of influenza and pediatric diseases, to detect epidemics in the PHC areas, and to estimate incidence rates in the entire country.[6],[12]

Surveillance Data and Method for Detecting Epidemics in PHC Areas

We used the data obtained from the NESID in Japan for fiscal years 1999-2005. Fiscal year 1999 in Japan means the period from April 1999 through March 2000. The numbers of cases of influenza and pediatric diseases per sentinel clinic and hospital reported weekly in the PHC area were used as indices for the analysis. The list of the diseases is shown in Table 1. Following the integration of PHCs in Japan, the number of centers has changed drastically. Table 2 shows the number of PHCs for fiscal years 1999-2003, 2004, and 2005, and distribution of PHC population size in each prefecture. In fiscal year 1999-2003, the number of PHCs was 568, which was the number of PHCs operational on April 1, 2003. Furthermore, the number of PHCs for fiscal years 2004 and 2005 was 547 and 545, respectively.
Table 1.

Critical values for epidemics in public health center areas.

DiseaseCritical value*

onsetend
Influenza3010
Pharyngoconjunctival fever20.1
Group A streptococcal pharyngitis42
Infectious gastroenteritis2012
Chickenpox74
Hand-foot-mouth disease52
Erythema infectiosum21
Pertussis10.1
Rubella10.1
Herpangina62
Measles1.50.5
Mumps62

* : Units indicate the number of cases in sentinel clinics and hospitals in an area over the course of a week.

Table 2.

Population and number of public health centers in various prefectures.

PrefecturePopulationPopulation in the PHC areaNumber of public health centers (Fiscal year)


Minimum%Maximum%1999-200320042005
Hokkaido5,683,06227,3400.51,822,36832.1293030
 
Aomori1,475,72887,3665.9355,21424.1666
Iwate1,416,18069,2224.9490,73634.7101010
Miyagi2,365,32084,9473.6429,05118.1121212
Akita1,189,27945,4193.8317,62526.7999
Yamagata1,244,14795,4107.7581,48846.7444
Fukushima2,126,93534,9881.6518,38524.4888
 
Ibaraki2,985,67675,7932.5493,88816.5121212
Tochigi2,004,817207,89910.4473,43523.6666
Gunma2,024,85267,7243.3385,95119.1111111
Saitama6,938,006117,7771.71,269,21618.3222222
Chiba5,926,28586,2101.5887,16415.0161616
Tokyo12,064,10127,6400.2912,1387.6313131
Kanagawa8,489,97452,2530.6605,5617.1383838
 
Niigata2,475,73356,4092.3527,32421.3141414
Toyama1,120,851134,41112.0325,70029.1555
Ishikawa1,180,97789,3237.6456,43838.6555
Fukui828,94463,5467.7278,75533.6666
 
Yamanashi888,17267,0227.5299,97233.8888
Nagano2,215,16842,1591.9424,88319.2111111
Gifu2,107,700116,7235.5402,75119.1888
Shizuoka3,767,39352,4311.4763,85520.311119
Aichi7,043,30062,6250.9499,6647.1323131
Mie1,857,33945,0452.4358,57219.3999
 
Shiga1,342,83255,4514.1309,79323.1777
Kyoto2,644,39111,9170.5290,53811.0231818
Osaka8,805,081250,8062.82,598,77429.5171818
Hyogo5,550,57422,3370.41,493,39826.9291717
Nara1,442,79545,5653.2452,65231.4666
Wakayama1,069,91244,0154.1386,55136.1988
 
Tottori613,289116,68619.0249,38540.7333
Shimane761,50325,2393.3256,81933.7777
Okayama1,950,82838,4922.0626,64232.1101111
Hiroshima2,878,91556,8702.01,126,23939.1101010
Yamaguchi1,527,96443,4732.8289,82919.01099
 
Tokushima824,10827,1663.3448,77054.5666
Kagawa1,022,89036,0143.5425,99641.6544
Ehime1,493,09269,7134.7473,37931.7977
Kochi813,94962,5667.7330,65440.6666
 
Fukuoka5,015,69993,5811.91,011,47120.2222222
Saga876,65481,4579.3362,09041.3555
Nagasaki1,516,52333,5382.2423,16727.9101010
Kumamoto1,859,34459,2613.2662,01235.6111111
Oita1,221,14028,6892.3436,47035.7101010
Miyazaki1,170,00726,3672.3305,75526.1999
Kagoshima1,786,19413,8750.8552,09830.9151414
 
Okinawa1,318,22048,7053.7446,40333.9666
 
Total126,925,843568547545

The population size is calculated from the year 2000 census.

In the population in the PHC area, each number shows the minimum/maximum PHC population size in a given prefecture.

The percentage of minimum/maximum PHC shows proportion of population size in a given prefecture.

* : Units indicate the number of cases in sentinel clinics and hospitals in an area over the course of a week. The population size is calculated from the year 2000 census. In the population in the PHC area, each number shows the minimum/maximum PHC population size in a given prefecture. The percentage of minimum/maximum PHC shows proportion of population size in a given prefecture. The method for detecting epidemics in the PHC areas in the NESID has been described previously.[8],[9] A brief description of this method is as follows. The method is based on an index calculated from the number of cases per sentinel clinic and hospital in a PHC area over a week. An epidemic in a PHC area was considered to occur when the index in the area exceeded the critical value for epidemic onset and continued until the index in that area was lower than the critical value for the end of the epidemic. Table 1 shows the critical values for the onset and end of epidemics of various diseases. The critical values were determined according to the distribution of the number of cases per week per sentinel clinic and hospital using the surveillance data.[8],[10]

Method for Detecting Epidemics in Prefectures and Method of Analysis

When an epidemic occurred in at least one PHC area in a given prefecture, the prefecture was considered to have an epidemic. The proportion of people living in PHC areas with epidemics in a prefecture was selected as the index for wide-area epidemics. When this index exceeded 30% of the prefectural population, the prefecture was considered to have a wide-area epidemic. These epidemics were considered to have ended if the index decreased to below 30%. The population size of each PHC area and prefecture was calculated from the year 2000 census in Japan (Table 2). Figure 1 shows influenza epidemics in a specific prefecture. In this prefecture, epidemics started occurring in each PHC at the beginning of the year. Because there were many epidemics in the PHC areas in week 2 of 2006, a wide-area epidemic commenced. After 4 weeks, the number of epidemics in the PHC areas decreased, and the wide-area epidemic was terminated by the end of week 6. Thus, in this prefecture, wide-area epidemics occurred for 5 weeks, while epidemics occurred for 9 weeks from week 52 of 2005 through week 8 of 2006.
Figure 1.

Influenza epidemics in a specific prefecture in the 2005/2006 season.

The figure shows the occurrence of epidemics in one prefecture and its public health center (PHC) areas from week 50 of 2005 through week 12 of 2006. Each PHC number shows the PHC area in the prefecture, and the symbol in each week represents the presence or absence of an epidemic.

○ Epidemic in a PHC area.

– No epidemic in a PHC area or prefecture.

□ Epidemic in the prefecture.

■ Wide-area epidemic in the prefecture.

Influenza epidemics in a specific prefecture in the 2005/2006 season.

The figure shows the occurrence of epidemics in one prefecture and its public health center (PHC) areas from week 50 of 2005 through week 12 of 2006. Each PHC number shows the PHC area in the prefecture, and the symbol in each week represents the presence or absence of an epidemic. ○ Epidemic in a PHC area. – No epidemic in a PHC area or prefecture. □ Epidemic in the prefecture. ■ Wide-area epidemic in the prefecture. With regard to influenza and pediatric diseases, we determined the number of weeks for which epidemics/wide-area epidemics occurred in prefectures in fiscal years 1999-2005. We also determined the average number of weeks for which epidemics/wide-area epidemics occurred and the proportion of wide-area epidemics (the number of weeks for which wide-area epidemics occurred divided by those for which epidemics occurred and multiplied by 100).

RESULTS

Epidemics of Influenza in Prefectures

Figure 2 shows the influenza epidemics in 47 prefectures in the 2005/2006 season. The prefectures are listed in order from the northern to the southern/western prefectures of Japan. In some northern prefectures, epidemics occurred for several weeks; however, wide-area epidemics did not. In many other prefectures, wide-area epidemics occurred for 4 or 5 weeks, while epidemics occurred for around 7 weeks. Table 3 shows the number of epidemic weeks/wide-area
Figure 2.

Influenza epidemics in various prefectures in the 2005/2006 season.

The figure shows the occurrence of epidemics and wide-area epidemics in various prefectures from week 50 of 2005 through week 12 of 2006.

– No epidemic.

□ Epidemic.

■ Wide-area epidemic.

Table 3.

Annual number of epidemic weeks for influenza in various prefectures in fiscal years 1999-2005.

PrefectureFiscal year

19992000200120022003200420051999-2005
Hokkaido3 / 110/ 20 / 143 / 193 / 127/ 82 / 1318 / 79
 
Aomori5/ 60/ 20/ 95/ 83 / 106/ 60/ 619 / 47
Iwate4/ 80/ 45 / 108/ 95/ 66/ 80 / 1028 / 55
Miyagi5 / 130/ 34/ 76 / 104/ 66 / 110/ 625 / 56
Akita6/ 72/ 44/ 79 / 106/ 95/ 73 / 1235 / 56
Yamagata5/ 70/ 00/ 78 / 100/ 77/ 80/ 020 / 39
Fukushima4/ 60/ 34/ 78/ 86/ 77/ 90/ 729 / 47
 
Ibaraki0/ 40/ 00/ 04/ 93/ 57/ 80/ 514 / 31
Tochigi4/ 60/ 05/ 87/ 83/ 48/ 84/ 631 / 40
Gunma4/ 60/ 07 / 105 / 104/ 87/ 95/ 732 / 50
Saitama5/ 90/ 25/ 87/ 85/ 68/ 95/ 735 / 49
Chiba4/ 70/ 23/ 87 / 115/ 57/ 85/ 631 / 47
Tokyo3/ 60/ 00/ 65/ 83/ 57/ 95/ 723 / 41
Kanagawa4/ 80/ 02/ 86 / 105/ 56 / 105/ 828 / 49
 
Niigata6/ 90/ 35/ 69 / 126/ 88 / 100 / 1234 / 60
Toyama6/ 90/ 00/ 68/ 95/ 57/ 96/ 732 / 45
Ishikawa7/ 70/ 24/ 611 / 125/ 77/ 87/ 941 / 51
Fukui5/ 60/ 00/ 312 / 128/ 87/ 77 / 1339 / 49
 
Yamanashi5/ 60/ 30/ 58/ 84/ 65/ 70/ 022 / 35
Nagano6/ 70/ 01/ 68 / 136/ 78/ 88 / 1037 / 51
Gifu4/ 70/ 03/ 45/ 64/ 57/ 95/ 628 / 37
Shizuoka6/ 70/ 46/ 78 / 105/ 78 / 107/ 940 / 54
Aichi4 / 110/ 07/ 97/ 95 / 118/ 97 / 1338 / 62
Mie5/ 90/ 44 / 106 / 115/ 69 / 107 / 1236 / 62
 
Shiga4/ 40/ 00/ 08/ 95/ 66/ 76/ 729 / 33
Kyoto4/ 60/ 00/ 45 / 133/ 86/ 84/ 722 / 46
Osaka0/ 40/ 40/ 00/ 94/ 56/ 84/ 614 / 36
Hyogo4 / 100/ 60 / 105 / 154/ 97/ 85/ 725 / 65
Nara3/ 80/ 30/ 07/ 94/ 55/ 76/ 625 / 38
Wakayama4/ 60/ 50/ 09 / 124/ 76/ 85/ 528 / 43
 
Tottori5/ 60/ 08/ 810 / 115/ 77/ 75/ 640 / 45
Shimane5/ 70/ 00/ 05 / 120/ 56/ 85 / 1321 / 45
Okayama5/ 60/ 00/ 09 / 115/ 66/ 86/ 831 / 39
Hiroshima4/ 50/ 04/ 55/ 85/ 56/ 75/ 729 / 37
Yamaguchi6/ 80/ 10 / 1112 / 134 / 108/ 94/ 734 / 59
 
Tokushima4/ 83/ 70/ 510 / 115/ 66/ 75/ 733 / 51
Kagawa0/ 30/ 00/ 010 / 100/ 06/ 64/ 420 / 23
Ehime6/ 72/ 34/ 96 / 115/ 76/ 66 / 1035 / 53
Kochi5/ 83/ 60/ 810 / 110/ 47/ 87/ 732 / 52
 
Fukuoka6 / 100/ 00 / 1014 / 175/ 88/ 95/ 938 / 63
Saga4/ 60/ 20/ 014 / 170/ 59/ 95/ 632 / 45
Nagasaki5/ 70/ 47 / 119 / 137 / 108/ 95/ 841 / 62
Kumamoto4/ 70/ 04/ 911 / 163/ 77/ 94 / 1033 / 58
Oita7/ 80/ 010 / 1112 / 166/ 96/ 95 / 1046 / 63
Miyazaki6/ 70/ 20 / 128 / 127/ 99/ 97 / 1037 / 61
Kagoshima5/ 60/ 44/ 612 / 127/ 78 / 104/ 540 / 50
 
Okinawa4/ 50/ 00/ 012 / 125/ 76/ 70/ 927 / 40
 
Total210/ 33410 / 85110 / 290373 / 520201/ 317323/ 388200 / 3651,427/ 2,299
 
Mean4.5 / 7.10.2 / 1.82.3 / 6.27.9 / 11.14.3 / 6.76.9 / 8.34.3 / 7.84.3 / 7.0
 
Proportion62.911.837.971.763.483.254.862.1

PHC: Public health center

The columns show the total number of wide-area epidemics/epidemics in various prefectures for each year and for the total observation period. Mean is the average number of wide-area epidemics/epidemics. Proportion is the percentage of wide-area epidemic weeks divided by epidemic weeks.

Influenza epidemics in various prefectures in the 2005/2006 season.

The figure shows the occurrence of epidemics and wide-area epidemics in various prefectures from week 50 of 2005 through week 12 of 2006. – No epidemic. □ Epidemic. ■ Wide-area epidemic. PHC: Public health center The columns show the total number of wide-area epidemics/epidemics in various prefectures for each year and for the total observation period. Mean is the average number of wide-area epidemics/epidemics. Proportion is the percentage of wide-area epidemic weeks divided by epidemic weeks. epidemic weeks for influenza in 47 prefectures in fiscal years 1999-2005. Many epidemics occurred in 1999, 2002, 2003, 2004, and 2005, with the average number of weeks of epidemics ranging from 6.7 to 11.1. During these years, many wide-area epidemics were also observed, and the average number of weeks of wide-area epidemics ranged from 4.3 to 7.9, with a proportion of more than 50%. In contrast, both epidemics and wide-area epidemics were not observed to occur with considerable frequency in 2000 and 2001. The average number of epidemic weeks was 6.2 and below. In these 2 years, the average number of weeks of wide-area epidemics was below 2.3, and the proportion of epidemics decreased to below 50%. When the proportion of epidemics in the prefectures over the 7-year period was compared, a variability ranging from 20% to almost 90% was found. A total of 2299 and 1427 weeks of epidemics and wide-area epidemics, respectively, were recorded. On average, 7.0 epidemic weeks and 4.3 wide-area epidemic weeks were observed in the prefectures during the total observation period. The proportion of wide-area epidemics in epidemic weeks was 62.1%.

Epidemics of Pediatric Diseases in Prefectures

Table 4 shows the variability in the annual number of weeks for epidemics and wide-area epidemics of pediatric diseases in fiscal years 1999-2005. The number of epidemic weeks, the number of wide-area epidemic weeks, and the proportion of wide-area epidemics are shown. The average number of epidemic weeks in a year in a prefecture was 1.1-5.4 weeks for pertussis, rubella, and measles and more than 10 weeks for other diseases.
Table 4.

Annual number of epidemic weeks for pediatric diseases in fiscal years 1999-2005.

DiseaseFiscal year

19992000200120022003200420051999-2005
Pharyngoconjunctival fever
 Wide-area epidemic weeks7817829204352200951(2.9)
 Epidemic weeks2405435584241,1071,3001,2165,388(16.4)
 Proportion (%)2.914.914.06.818.427.116.417.7
 
Group A streptococcal pharyngitis
 Wide-area epidemic weeks581381401002031882301,057(3.2)
 Epidemic weeks8251,1939798801,0951,2821,0637,317(22.2)
 Proportion (%)7.011.614.311.418.514.721.614.4
 
Infectious gastroenteritis
 Wide-area epidemic weeks2241961521562042122231,367(4.2)
 Epidemic weeks6918016846526796946354,836(14.7)
 Proportion (%)32.424.522.223.930.030.535.128.3
 
Chickenpox
 Wide-area epidemic weeks59663031274616275(0.8)
 Epidemic weeks5477204915235363764253,618(11.0)
 Proportion (%)10.89.26.15.95.012.23.87.6
 
Hand-foot-mouth disease
 Wide-area epidemic weeks403461565626875771,018(3.1)
 Epidemic weeks2408555224076964353483,503(10.6)
 Proportion (%)16.740.529.913.838.517.222.129.1
 
Erythema infectiosum
 Wide-area epidemic weeks253315196135364435(1.3)
 Epidemic weeks3735389066754024794143,787(11.5)
 Proportion (%)6.76.116.714.23.211.115.511.5
 
Pertussis
 Wide-area epidemic weeks00000000(0.0)
 Epidemic weeks871043640313711346(1.1)
 Proportion (%)0.00.00.00.00.00.00.00.0
 
Rubella
 Wide-area epidemic weeks2008155030(0.1)
 Epidemic weeks1377367861361382639(1.9)
 Proportion (%)1.50.00.09.311.03.60.04.7
 
Herpangina
 Wide-area epidemic weeks2841862201222611401991,412(4.3)
 Epidemic weeks6164924604045534345143,473(10.6)
 Proportion (%)46.137.847.830.247.232.338.740.7
 
Measles
 Wide-area epidemic weeks47117116161500311(0.9)
 Epidemic weeks2466015692361011101,764(5.4)
 Proportion (%)19.119.520.46.814.90.00.017.6
 
Mumps
 Wide-area epidemic weeks208426075032133604(1.8)
 Epidemic weeks2766751,2787222114827634,407(13.4)
 Proportion (%)7.212.420.310.40.06.617.413.7

PHC : Public health center

The columns show the total number of weeks for which a wide-area epidemic or an epidemic occurred each year.

The proportion is the percentage of wide-area epidemic weeks divided by epidemic weeks. The number of weeks per year

per prefecture is given in parentheses.

PHC : Public health center The columns show the total number of weeks for which a wide-area epidemic or an epidemic occurred each year. The proportion is the percentage of wide-area epidemic weeks divided by epidemic weeks. The number of weeks per year per prefecture is given in parentheses. The average number of wide-area epidemic weeks ranged from several weeks to very few. It was less than 1 week for chickenpox, pertussis, rubella, and measles; 1.0-2.9 weeks for pharyngoconjunctival fever, erythema infectiosum, and mumps; and 3.0-4.3 weeks for group A streptococcal pharyngitis, infectious gastroenteritis, hand-foot-mouth disease, and herpangina. The trends in the number of wide-area epidemic weeks varied among diseases with increasing trends for pharyngoconjunctival fever and group A streptococcal pharyngitis; a decreasing trend for measles; and fluctuations for hand-foot-mouth disease, erythema infectiosum, and mumps. The proportion of wide-area epidemics in epidemic weeks was 40.7% for herpangina, 28.3-29.1% for infectious gastroenteritis and hand-foot-mouth disease, and less than 20.0% for other diseases.

DISCUSSION

Using the infectious disease surveillance data of 1999-2005, we investigated epidemics and wide-area epidemics of influenza and pediatric diseases in various prefectures in Japan. Epidemics and wide-area epidemics of influenza occurred for an average of 7.0 and 4.3 weeks, respectively in a year in a given prefecture. The occurrence of wide-area epidemics in prefectures was not expected to be frequent when compared with epidemics in PHC areas.[9],[13] The proportion of wide-area epidemics in epidemic weeks was 62%. This implied that when the number of influenza cases increased and an epidemic started in a certain PHC area, the disease was likely to spread over a prefecture.[1],[3] Few epidemics of pertussis, rubella, and measles were observed during the 7-year period. Hence, very few wide-area epidemics occurred. These results were mainly attributed to the vaccination program against pertussis, rubella, and measles in Japan.[14]-[16] Wide-area epidemics of other diseases were observed among many epidemics. The proportion of wide-area epidemics in epidemic weeks was 41% for herpangina, suggesting that the epidemic in small areas was likely to spread over wide areas, similar to influenza. With many other diseases, the proportion of wide-area epidemics was less than 20%. These findings would be useful for public health practices against these diseases in the prefectures. A previously reported method for detecting epidemics in small areas was used in this analysis. This method has been used as a part of the epidemic alert system in the NESID in Japan.[6],[9] It would be reasonable to assume that most wide-area epidemics of infectious diseases start from aberrations of cases in small PHC areas. Based on this rationale, epidemic information for PHC areas was used in our analysis during the detection of epidemics or wide-area epidemics in a prefecture. The method for early detection of epidemics in PHC areas has been established and is in operation in the infectious surveillance system in Japan.[6],[9] Thus, although there are several approaches to define a wide-area epidemic based on infectious disease surveillance data, it is practical to utilize this resource for the detection of wide-area epidemics. Our study has several limitations. A wide-area epidemic was defined to occur when the proportion of people living in PHC areas with epidemics in a prefecture exceeded 30% of the prefectural population. The number of PHCs in a prefecture ranged from 3 to 30. In some prefectures with small number of PHCs, only one PHC dominated more than 30 % population in a prefecture (Table 2). If the number of PHCs was small and/or one PHC dominated over half population in a prefecture, an epidemic in only one PHC would greatly affect the issue of wide-area epidemics. When we interpret a wide-area epidemic in a given prefecture, we must check the PHC distribution in a prefecture. The criterion for a wide-area epidemic was fixed at 30% for all diseases. Although this criterion worked well for influenza and some other pediatric diseases, as there were a fair number of wide-area epidemics of influenza that occurred each year, a more apt criterion may be needed for improvement for those diseases with relatively few cases. In our definition of a wide-area epidemic, the prefecture is the unit of a wide-area epidemic. When an epidemic occurred in-between prefectures, we can not detect this epidemic from the proposed method. As a countermeasure against epidemics of infectious diseases, an alert for wide-area epidemics is an important issue in public health practice. Although some difficulties exist with respect to the alert issue, such as the purpose for an alert, the definition of an epidemic, and countermeasures for control, the development of an alert system is necessary.[7],[8],[10] We believe that this study will help to promote further discussion on this important issue.
  15 in total

1.  [Influenza epidemic found in a survey on incidence of infectious diseases--the 1999 data on warnings and notices].

Authors:  S Hashimoto; Y Murakami; K Taniguchi; K Osaka; N Shindo; H Fuchigami; M Nagai
Journal:  Nihon Koshu Eisei Zasshi       Date:  2001-06

2.  Annual incidence rate of infectious diseases estimated from sentinel surveillance data in Japan.

Authors:  Shuji Hashimoto; Yoshitaka Murakami; Kiyosu Taniguchi; Nahoko Shindo; Ken Osaka; Hiroshi Fuchigami; Masaki Nagai
Journal:  J Epidemiol       Date:  2003-05       Impact factor: 3.211

3.  Five years of sentinel surveillance of acute respiratory infections (1985-1990): the benefits of an influenza early warning system.

Authors:  R Snacken; J Lion; V Van Casteren; R Cornelis; F Yane; M Mombaerts; W Aelvoet; A Stroobant
Journal:  Eur J Epidemiol       Date:  1992-07       Impact factor: 8.082

4.  [Temporal and geographical variation in epidemics determined from the results of an infectious disease surveillance system in Japan description of epidemic patterns by data-based criteria for epidemic periods].

Authors:  Y Murakami; S Hashimoto; K Taniguchi; H Fuchigami; M Nagai
Journal:  Nihon Koshu Eisei Zasshi       Date:  2000-11

Review 5.  Fight against infectious diseases.

Authors:  K Soda; M Kamakura; K Kitamura
Journal:  J Epidemiol       Date:  1996-08       Impact factor: 3.211

6.  Surveillance system of infectious diseases in Japan.

Authors:  H Ohshiro; K Kawamoto; T Nose
Journal:  J Epidemiol       Date:  1996-08       Impact factor: 3.211

7.  Detection of epidemics in their early stage through infectious disease surveillance.

Authors:  S Hashimoto; Y Murakami; K Taniguchi; M Nagai
Journal:  Int J Epidemiol       Date:  2000-10       Impact factor: 7.196

8.  Surveillance of influenza-like illness in France. The example of the 1995/1996 epidemic.

Authors:  F Carrat; A Flahault; E Boussard; N Farran; L Dangoumau; A J Valleron
Journal:  J Epidemiol Community Health       Date:  1998-04       Impact factor: 3.710

9.  Bias of vaccination coverage in a household questionnaire survey in Japan.

Authors:  Shuji Hashimoto; Miyuki Kawado; Rumi Seko; Masahiro Kato; Nobuhiko Okabe
Journal:  J Epidemiol       Date:  2005-01       Impact factor: 3.211

10.  Overview of infectious disease surveillance system in Japan, 1999-2005.

Authors:  Kiyosu Taniguchi; Shuji Hashimoto; Miyuki Kawado; Yoshitaka Murakami; Michiko Izumida; Akiko Ohta; Yuki Tada; Mika Shigematsu; Yoshinori Yasui; Masaki Nagai
Journal:  J Epidemiol       Date:  2007-12       Impact factor: 3.211

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1.  Estimation of the effective reproduction number of influenza based on weekly reports in Miyazaki Prefecture.

Authors:  Takenori Yamauchi; Shouhei Takeuchi; Yuko Yamano; Yoshiki Kuroda; Toshio Nakadate
Journal:  Sci Rep       Date:  2019-02-22       Impact factor: 4.379

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