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Published in: BMC Public Health 1/2003

Open Access 01-12-2003 | Research article

Heterogeneity in regional notification patterns and its impact on aggregate national case notification data: the example of measles in Italy

Authors: John R Williams, Piero Manfredi, Alisa R Butler, Marta Ciofi degli Atti, Stefania Salmaso

Published in: BMC Public Health | Issue 1/2003

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Abstract

Background

A monthly time series of measles case notifications exists for Italy from 1949 onwards, although its usefulness is seriously undermined by extensive under-reporting which varies strikingly between regions, giving rise to the possibility of significant distortions in epidemic patterns seen in aggregated national data.

Results

A corrected national time series is calculated using an algorithm based upon the approximate equality between births and measles cases; under-reporting estimates are presented for each Italian region, and poor levels of reporting in Southern Italy are confirmed.

Conclusion

Although an order of magnitude larger, despite great heterogeneity between regions in under-reporting and in epidemic patterns, the shape of the corrected national time series remains close to that of the aggregated uncorrected data. This suggests such aggregate data may be quite robust to great heterogeneity in reporting and epidemic patterns at the regional level. The corrected data set maintains an epidemic pattern distinct from that of England and Wales.
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Literature
1.
go back to reference Anderson RM, May RM: Infectious diseases of humans: dynamics and control. 1991, Oxford, OUP Anderson RM, May RM: Infectious diseases of humans: dynamics and control. 1991, Oxford, OUP
2.
go back to reference Salmaso S, Gabutti G, Rota MC, Giordano C, Penna C, Mandolini D, Crovari P: Pattern of susceptibility to measles in Italy. Bulletin of the World Health Organization. 2000, 78: 950-955.PubMedPubMedCentral Salmaso S, Gabutti G, Rota MC, Giordano C, Penna C, Mandolini D, Crovari P: Pattern of susceptibility to measles in Italy. Bulletin of the World Health Organization. 2000, 78: 950-955.PubMedPubMedCentral
3.
go back to reference Fine PEM, Clarkson JA: Measles in England and Wales: I, an analysis of factors underlying seasonal patterns. International Journal of Epidemiology. 1982, 11: 5-14.CrossRefPubMed Fine PEM, Clarkson JA: Measles in England and Wales: I, an analysis of factors underlying seasonal patterns. International Journal of Epidemiology. 1982, 11: 5-14.CrossRefPubMed
4.
go back to reference Anderson RM, Grenfell BT, May RM: Oscillatory fluctuations in the incidence of infectious disease and the impact of vaccination: Time series analysis. Journal of Hygiene. 1984, 93: 587-608.CrossRefPubMedPubMedCentral Anderson RM, Grenfell BT, May RM: Oscillatory fluctuations in the incidence of infectious disease and the impact of vaccination: Time series analysis. Journal of Hygiene. 1984, 93: 587-608.CrossRefPubMedPubMedCentral
5.
go back to reference Grenfell BT, Anderson RM: The estimation of age-related rates of infection from case notifications and serological data. Journal of Hygiene (Cambridge). 1985, 95: 419-436.CrossRef Grenfell BT, Anderson RM: The estimation of age-related rates of infection from case notifications and serological data. Journal of Hygiene (Cambridge). 1985, 95: 419-436.CrossRef
6.
go back to reference Finkenstadt B, Grenfell BT: Empirical determinants of measles metapopulation dynamics in England and Wales. Proc. R. Soc. London B. 1998, 265: 211-220.CrossRef Finkenstadt B, Grenfell BT: Empirical determinants of measles metapopulation dynamics in England and Wales. Proc. R. Soc. London B. 1998, 265: 211-220.CrossRef
7.
go back to reference Ramsay M, Brugha R,, Brown D: Surveillance of measles in England and Wales: Implications of a national saliva testing programme. Bulletin of the World Health Organization. 1997, 75: 515-521.PubMedPubMedCentral Ramsay M, Brugha R,, Brown D: Surveillance of measles in England and Wales: Implications of a national saliva testing programme. Bulletin of the World Health Organization. 1997, 75: 515-521.PubMedPubMedCentral
8.
go back to reference Clarkson JA, Fine PEM: The efficiency of measles and pertussis notification in England & Wales. International Journal of Epidemiology. 1985, 14: 153-168.CrossRefPubMed Clarkson JA, Fine PEM: The efficiency of measles and pertussis notification in England & Wales. International Journal of Epidemiology. 1985, 14: 153-168.CrossRefPubMed
9.
go back to reference Butler AR: Measles, mumps and rubella (MMR) immunisation programmes in Europe: analyses of the impact on the incidence of measles based on mathematical models of viral transmission dynamics. Zoology. 2002, Oxford, Oxford, 402- Butler AR: Measles, mumps and rubella (MMR) immunisation programmes in Europe: analyses of the impact on the incidence of measles based on mathematical models of viral transmission dynamics. Zoology. 2002, Oxford, Oxford, 402-
10.
go back to reference Glismann S, Rønne T, Schmidt J-E: The EUVAC-NET survey: national measles surveillance systems in the EU, Switzerland, Norway and Iceland. Eurosurveillance. 2001, 6: 105-110.PubMed Glismann S, Rønne T, Schmidt J-E: The EUVAC-NET survey: national measles surveillance systems in the EU, Switzerland, Norway and Iceland. Eurosurveillance. 2001, 6: 105-110.PubMed
11.
go back to reference Osborne K, Weinberg J, Miller E: The European Sero-Epidemiology Network. Eurosurveillance. 1997, 2: 29-31.PubMed Osborne K, Weinberg J, Miller E: The European Sero-Epidemiology Network. Eurosurveillance. 1997, 2: 29-31.PubMed
12.
go back to reference Santoro R, Ruggeri FM, Battaglia M, Rapicetta M, Grandolfo ME, Annesi I, Cortellessa CM: Measles Epidemiology in Italy. International Journal of Epidemiology. 1984, 13: 201-209.CrossRefPubMed Santoro R, Ruggeri FM, Battaglia M, Rapicetta M, Grandolfo ME, Annesi I, Cortellessa CM: Measles Epidemiology in Italy. International Journal of Epidemiology. 1984, 13: 201-209.CrossRefPubMed
13.
go back to reference Finkenstadt BF, Grenfell BT: Time series modelling of childhood diseases: a dynamical systems approach. Appl Statist. 2000, 449: 187-205. Finkenstadt BF, Grenfell BT: Time series modelling of childhood diseases: a dynamical systems approach. Appl Statist. 2000, 449: 187-205.
14.
go back to reference Ramsey M, Gay N, Miller E, Rush M, White J, Morgan-Capner P, Brown D: The epidemiology of measles in England and Wales: rationale for the 1994 national vaccination campaign. CDR Review. 1994, 4: R141-R146. Ramsey M, Gay N, Miller E, Rush M, White J, Morgan-Capner P, Brown D: The epidemiology of measles in England and Wales: rationale for the 1994 national vaccination campaign. CDR Review. 1994, 4: R141-R146.
15.
go back to reference Edmunds W John, Gay Nigel J, Kretzchmar M, Pebody RG, Wachmann H: The pre-vaccination epidemiology of measles, mumps and rubella in Europe: Implications for modelling studies. Epidemiology & Infection. 2000, 125: 635-650.CrossRef Edmunds W John, Gay Nigel J, Kretzchmar M, Pebody RG, Wachmann H: The pre-vaccination epidemiology of measles, mumps and rubella in Europe: Implications for modelling studies. Epidemiology & Infection. 2000, 125: 635-650.CrossRef
16.
go back to reference Sniadack DH, Moscoso B, Aguilar R, Heath J, Bellini W, Chiu MC: Measles epidemiology and outbreak response immunization in a rural community in Peru. Bulletin of the World Health Organization. 1999, 77: 545-552.PubMedPubMedCentral Sniadack DH, Moscoso B, Aguilar R, Heath J, Bellini W, Chiu MC: Measles epidemiology and outbreak response immunization in a rural community in Peru. Bulletin of the World Health Organization. 1999, 77: 545-552.PubMedPubMedCentral
17.
go back to reference Livi-Bacci M, Breschi B: Italian fertility - an historical account. Journal of Family History. 1990, 15: 385-CrossRef Livi-Bacci M, Breschi B: Italian fertility - an historical account. Journal of Family History. 1990, 15: 385-CrossRef
18.
go back to reference US Census Bureau: Statistical Abstract of the United States: 1993. 1993, Washington DC, US Government Printing Office, 113 US Census Bureau: Statistical Abstract of the United States: 1993. 1993, Washington DC, US Government Printing Office, 113
19.
go back to reference Blackburn N, Schoub B, O'Connell K: Reliability of the clinical surveillance criteria for measles diagnosis. Bulletin of the World Health Organization. 2000, 78: 861-PubMedPubMedCentral Blackburn N, Schoub B, O'Connell K: Reliability of the clinical surveillance criteria for measles diagnosis. Bulletin of the World Health Organization. 2000, 78: 861-PubMedPubMedCentral
20.
go back to reference Ciofi degli Atti ML, Salmaso S, Bella A, Arigliani R, Gangemi M, Brusoni G, Tozzi AE, Group SPES-Study: Paediatric sentinel surveillance of vaccine-preventable diseases in Italy. Pediatric Infectious Disease Journal. 2002, 21: 763-769.CrossRefPubMed Ciofi degli Atti ML, Salmaso S, Bella A, Arigliani R, Gangemi M, Brusoni G, Tozzi AE, Group SPES-Study: Paediatric sentinel surveillance of vaccine-preventable diseases in Italy. Pediatric Infectious Disease Journal. 2002, 21: 763-769.CrossRefPubMed
21.
go back to reference Ciofi degli Atti ML, Rota MC, Mandolini D, Bella A, Gabutti G, Crovari P, Salmaso Stefania: Assessment of varicella underreporting in Italy. Epidemiology and Infection. 2002, 128: 479-484.CrossRefPubMedPubMedCentral Ciofi degli Atti ML, Rota MC, Mandolini D, Bella A, Gabutti G, Crovari P, Salmaso Stefania: Assessment of varicella underreporting in Italy. Epidemiology and Infection. 2002, 128: 479-484.CrossRefPubMedPubMedCentral
22.
go back to reference ICONA working group: ICONA: national infant vaccination coverage. 1998, Istituto Superiore di Sanità ICONA working group: ICONA: national infant vaccination coverage. 1998, Istituto Superiore di Sanità
Metadata
Title
Heterogeneity in regional notification patterns and its impact on aggregate national case notification data: the example of measles in Italy
Authors
John R Williams
Piero Manfredi
Alisa R Butler
Marta Ciofi degli Atti
Stefania Salmaso
Publication date
01-12-2003
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2003
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-3-23

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