Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods
Gibbons CL, Mangen M-JJ, Plaß D, Havelaar AH, Brooke RJ, Kramarz P, Peterson KL, Stuurman AL, Cassini A, Fevre EM, Kretzschmar MEE (2014)
BMC Public Health 14(1): 147.
Zeitschriftenaufsatz
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Autor*in
Gibbons, Cheryl L.;
Mangen, Marie-Josee J.;
Plaß, DietrichUniBi;
Havelaar, Arie H.;
Brooke, Russell John;
Kramarz, Piotr;
Peterson, Karen L.;
Stuurman, Anke L.;
Cassini, Alessandro;
Fevre, Eric M.;
Kretzschmar, Mirjam E. E.
Einrichtung
Abstract / Bemerkung
Background: Efficient and reliable surveillance and notification systems are vital for monitoring public health and disease outbreaks. However, most surveillance and notification systems are affected by a degree of underestimation (UE) and therefore uncertainty surrounds the 'true' incidence of disease affecting morbidity and mortality rates. Surveillance systems fail to capture cases at two distinct levels of the surveillance pyramid: from the community since not all cases seek healthcare (under-ascertainment), and at the healthcare-level, representing a failure to adequately report symptomatic cases that have sought medical advice (underreporting). There are several methods to estimate the extent of under-ascertainment and underreporting. Methods: Within the context of the ECDC-funded Burden of Communicable Diseases in Europe (BCoDE)-project, an extensive literature review was conducted to identify studies that estimate ascertainment or reporting rates for salmonellosis and campylobacteriosis in European Union Member States (MS) plus European Free Trade Area (EFTA) countries Iceland, Norway and Switzerland and four other OECD countries (USA, Canada, Australia and Japan). Multiplication factors (MFs), a measure of the magnitude of underestimation, were taken directly from the literature or derived (where the proportion of underestimated, under-ascertained, or underreported cases was known) and compared for the two pathogens. Results: MFs varied between and within diseases and countries, representing a need to carefully select the most appropriate MFs and methods for calculating them. The most appropriate MFs are often disease-,country-, age-, and sex-specific. Conclusions: When routine data are used to make decisions on resource allocation or to estimate epidemiological parameters in populations, it becomes important to understand when, where and to what extent these data represent the true picture of disease, and in some instances (such as priority setting) it is necessary to adjust for underestimation. MFs can be used to adjust notification and surveillance data to provide more realistic estimates of incidence.
Stichworte
Underestimation;
Underreporting;
Under-ascertainment;
Surveillance;
Infectious diseases
Erscheinungsjahr
2014
Zeitschriftentitel
BMC Public Health
Band
14
Ausgabe
1
Art.-Nr.
147
ISSN
1471-2458
Page URI
https://pub.uni-bielefeld.de/record/2671335
Zitieren
Gibbons CL, Mangen M-JJ, Plaß D, et al. Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods. BMC Public Health. 2014;14(1): 147.
Gibbons, C. L., Mangen, M. - J. J., Plaß, D., Havelaar, A. H., Brooke, R. J., Kramarz, P., Peterson, K. L., et al. (2014). Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods. BMC Public Health, 14(1), 147. doi:10.1186/1471-2458-14-147
Gibbons, Cheryl L., Mangen, Marie-Josee J., Plaß, Dietrich, Havelaar, Arie H., Brooke, Russell John, Kramarz, Piotr, Peterson, Karen L., et al. 2014. “Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods”. BMC Public Health 14 (1): 147.
Gibbons, C. L., Mangen, M. - J. J., Plaß, D., Havelaar, A. H., Brooke, R. J., Kramarz, P., Peterson, K. L., Stuurman, A. L., Cassini, A., Fevre, E. M., et al. (2014). Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods. BMC Public Health 14:147.
Gibbons, C.L., et al., 2014. Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods. BMC Public Health, 14(1): 147.
C.L. Gibbons, et al., “Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods”, BMC Public Health, vol. 14, 2014, : 147.
Gibbons, C.L., Mangen, M.-J.J., Plaß, D., Havelaar, A.H., Brooke, R.J., Kramarz, P., Peterson, K.L., Stuurman, A.L., Cassini, A., Fevre, E.M., Kretzschmar, M.E.E.: Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods. BMC Public Health. 14, : 147 (2014).
Gibbons, Cheryl L., Mangen, Marie-Josee J., Plaß, Dietrich, Havelaar, Arie H., Brooke, Russell John, Kramarz, Piotr, Peterson, Karen L., Stuurman, Anke L., Cassini, Alessandro, Fevre, Eric M., and Kretzschmar, Mirjam E. E. “Measuring underreporting and under-ascertainment in infectious disease datasets: a comparison of methods”. BMC Public Health 14.1 (2014): 147.
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Lo Iacono G, Cunningham AA, Fichet-Calvet E, Garry RF, Grant DS, Leach M, Moses LM, Nichols G, Schieffelin JS, Shaffer JG, Webb CT, Wood JL., PLoS Negl Trop Dis 10(9), 2016
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Lo Iacono G, Cunningham AA, Fichet-Calvet E, Garry RF, Grant DS, Leach M, Moses LM, Nichols G, Schieffelin JS, Shaffer JG, Webb CT, Wood JL., PLoS Negl Trop Dis 10(9), 2016
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Human brucellosis in the Emirate of Abu Dhabi, United Arab Emirates, 2010-2015.
Al Shehhi N, Aziz F, Al Hosani F, Aden B, Blair I., BMC Infect Dis 16(1), 2016
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Burden of Six Healthcare-Associated Infections on European Population Health: Estimating Incidence-Based Disability-Adjusted Life Years through a Population Prevalence-Based Modelling Study.
Cassini A, Plachouras D, Eckmanns T, Abu Sin M, Blank HP, Ducomble T, Haller S, Harder T, Klingeberg A, Sixtensson M, Velasco E, Weiß B, Kramarz P, Monnet DL, Kretzschmar ME, Suetens C., PLoS Med 13(10), 2016
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Cassini A, Plachouras D, Eckmanns T, Abu Sin M, Blank HP, Ducomble T, Haller S, Harder T, Klingeberg A, Sixtensson M, Velasco E, Weiß B, Kramarz P, Monnet DL, Kretzschmar ME, Suetens C., PLoS Med 13(10), 2016
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Under-reporting of notifiable infectious disease hospitalizations: significant improvements in the Irish context.
Brabazon ED, Sheridan A, Finnegan P, Carton MW, Bedford D., Epidemiol Infect 143(6), 2015
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Brabazon ED, Sheridan A, Finnegan P, Carton MW, Bedford D., Epidemiol Infect 143(6), 2015
PMID: 25035904
Burden of disease measured by disability-adjusted life years and a disease forecasting time series model of scrub typhus in Laiwu, China.
Yang LP, Liang SY, Wang XJ, Li XJ, Wu YL, Ma W., PLoS Negl Trop Dis 9(1), 2015
PMID: 25569248
Yang LP, Liang SY, Wang XJ, Li XJ, Wu YL, Ma W., PLoS Negl Trop Dis 9(1), 2015
PMID: 25569248
Meta-genomic analysis of toilet waste from long distance flights; a step towards global surveillance of infectious diseases and antimicrobial resistance.
Nordahl Petersen T, Rasmussen S, Hasman H, Carøe C, Bælum J, Schultz AC, Bergmark L, Svendsen CA, Lund O, Sicheritz-Pontén T, Aarestrup FM., Sci Rep 5(), 2015
PMID: 26161690
Nordahl Petersen T, Rasmussen S, Hasman H, Carøe C, Bælum J, Schultz AC, Bergmark L, Svendsen CA, Lund O, Sicheritz-Pontén T, Aarestrup FM., Sci Rep 5(), 2015
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A decade of norovirus disease risk among older adults in upper-middle and high income countries: a systematic review.
Lindsay L, Wolter J, De Coster I, Van Damme P, Verstraeten T., BMC Infect Dis 15(), 2015
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Lindsay L, Wolter J, De Coster I, Van Damme P, Verstraeten T., BMC Infect Dis 15(), 2015
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Economic Costs of Measles Outbreak in the Netherlands, 2013-2014.
Suijkerbuijk AW, Woudenberg T, Hahné SJ, Nic Lochlainn L, de Melker HE, Ruijs WL, Lugnér AK., Emerg Infect Dis 21(11), 2015
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Suijkerbuijk AW, Woudenberg T, Hahné SJ, Nic Lochlainn L, de Melker HE, Ruijs WL, Lugnér AK., Emerg Infect Dis 21(11), 2015
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The Burden of Tick-Borne Encephalitis in Disability-Adjusted Life Years (DALYs) for Slovenia.
Šmit R, Postma MJ., PLoS One 10(12), 2015
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Šmit R, Postma MJ., PLoS One 10(12), 2015
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Global burden of listeriosis: the tip of the iceberg.
Leclercq A, Charlier C, Lecuit M., Lancet Infect Dis 14(11), 2014
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The incidence-based and pathogen-based disability-adjusted life-years approach for measuring infectious disease burden in Europe: the burden of communicable diseases in Europe (BCoDE) project
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The impact of demographic change on the estimated future burden of infectious diseases: examples from hepatitis B and seasonal influenza in the Netherlands
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Epidemiologic issues in study design and data analysis related to FoodNet activities.
Hardnett FP, Hoekstra RM, Kennedy M, Charles L, Angulo FJ; Emerging Infections Program FoodNet Working Group., Clin. Infect. Dis. 38 Suppl 3(), 2004
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Under-reporting of HIV infection among cohorts of TB patients in the WHO European Region, 2003–2004
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Borges-Costa J, Matos C, Pereira F., J Eur Acad Dermatol Venereol 26(8), 2011
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Risk behaviour, healthcare access and prevalence of infection with Chlamydia trachomatis and Neisseria gonorrhoeae in a population-based sample of adults in Barbados.
Adams OP, Carter AO, Prussia P, McIntyre G, Branch SL., Sex Transm Infect 84(3), 2008
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Farley TA, Cohen DA, Elkins W., Prev Med 36(4), 2003
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Asymptomatic gonorrhoea and chlamydial infection in a population-based and work-site based sample of men in Kilimanjaro, Tanzania.
Klouman E, Masenga EJ, Sam NE, Klepp KI., Int J STD AIDS 11(10), 2000
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Diagnosis of gonococcal infection in high risk women using a rapid test.
Benzaken AS, Galban EG, Antunes W, Dutra JC, Peeling RW, Mabey D, Salama A., Sex Transm Infect 82 Suppl 5(), 2006
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Forni J, Miles K, Hamill M., Int J STD AIDS 20(11), 2009
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Factors associated with sexually transmitted infection underreporting among female sex workers in China.
Hong Y, Fang X, Zhou Y, Zhao R, Li X., J Womens Health (Larchmt) 20(1), 2010
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Estimating the disease burden of 2009 pandemic influenza A(H1N1) from surveillance and household surveys in Greece.
Sypsa V, Bonovas S, Tsiodras S, Baka A, Efstathiou P, Malliori M, Panagiotopoulos T, Nikolakopoulos I, Hatzakis A., PLoS ONE 6(6), 2011
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Tam CC, Rodrigues LC, Viviani L, Dodds JP, Evans MR, Hunter PR, Gray JJ, Letley LH, Rait G, Tompkins DS, O'Brien SJ; IID2 Study Executive Committee, Adak B, Eric Bolton , Cook P, Cowden J, Evans M, Gray J, Hunter P, Letley L, McLauchlin J, Neal K, O'Brien S, Rait G, Rodrigues L, Smith G, Smyth B, Tompkins D., Gut 61(1), 2011
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FoodNet estimate of the burden of illness caused by nontyphoidal Salmonella infections in the United States.
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Estimating the burden of acute gastroenteritis and foodborne illness caused by Campylobacter, Salmonella, and Vibrio parahaemolyticus by using population-based telephone survey data, Miyagi Prefecture, Japan, 2005 to 2006.
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Incidence of gastroenteritis in Norway--a population-based survey.
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Waterborne epidemic outbreak of Shigella sonnei gastroenteritis in Santa Maria de Palautordera, Catalonia, Spain.
Arias C, Sala MR, Dominguez A, Bartolome R, Benavente A, Veciana P, Pedrol A, Hoyo G; Outbreak Working Group., Epidemiol. Infect. 134(3), 2005
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Leder K, Sinclair M, Forbes A, Wain D., Epidemiol. Infect. 137(12), 2009
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Acute gastrointestinal illness in adults in Germany: a population-based telephone survey
AUTHOR UNKNOWN, 2013
AUTHOR UNKNOWN, 2013
Trends in indigenous foodborne disease and deaths, England and Wales: 1992 to 2000.
Adak GK, Long SM, O'Brien SJ., Gut 51(6), 2002
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Adak GK, Long SM, O'Brien SJ., Gut 51(6), 2002
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Disease burden of post-infectious irritable bowel syndrome in The Netherlands.
Haagsma JA, Siersema PD, De Wit NJ, Havelaar AH., Epidemiol. Infect. 138(11), 2010
PMID: 20223049
Haagsma JA, Siersema PD, De Wit NJ, Havelaar AH., Epidemiol. Infect. 138(11), 2010
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Immunity to Campylobacter: its role in risk assessment and epidemiology.
Havelaar AH, van Pelt W, Ang CW, Wagenaar JA, van Putten JP, Gross U, Newell DG., Crit. Rev. Microbiol. 35(1), 2009
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AUTHOR UNKNOWN, 2007
Disease burden in The Netherlands due to infections with Shiga toxin-producing Escherichia coli O157.
Havelaar AH, Van Duynhoven YT, Nauta MJ, Bouwknegt M, Heuvelink AE, De Wit GA, Nieuwenhuizen MG, van de Kar NC., Epidemiol. Infect. 132(3), 2004
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Havelaar AH, Van Duynhoven YT, Nauta MJ, Bouwknegt M, Heuvelink AE, De Wit GA, Nieuwenhuizen MG, van de Kar NC., Epidemiol. Infect. 132(3), 2004
PMID: 15188716
The costs of human Campylobacter infections and sequelae in the Netherlands: A DALY and cost-of-illness approach
AUTHOR UNKNOWN, 2005
AUTHOR UNKNOWN, 2005
Laboratory surveillance of bacterial gastroenteric pathogens in The Netherlands, 1991-2001.
van Pelt W, de Wit MA, Wannet WJ, Ligtvoet EJ, Widdowson MA, van Duynhoven YT., Epidemiol. Infect. 130(3), 2003
PMID: 12825727
van Pelt W, de Wit MA, Wannet WJ, Ligtvoet EJ, Widdowson MA, van Duynhoven YT., Epidemiol. Infect. 130(3), 2003
PMID: 12825727
Disease burden of foodborne pathogens in the Netherlands, 2009.
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A large outbreak of campylobacteriosis associated with a municipal water supply in Finland.
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An evaluation of the completeness of reporting of childhood tuberculosis.
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Record-linkage and capture-recapture analysis to estimate the incidence and completeness of reporting of tuberculosis in England 1999-2002.
VAN Hest NA, Story A, Grant AD, Antoine D, Crofts JP, Watson JM., Epidemiol. Infect. 136(12), 2008
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An evaluation of completeness of tuberculosis notification in the United Kingdom.
Pillaye J, Clarke A., BMC Public Health 3(), 2003
PMID: 14527348
Pillaye J, Clarke A., BMC Public Health 3(), 2003
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An evaluation of the completeness and accuracy of active tuberculosis reporting in the United States military.
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Completeness and timeliness of tuberculosis case reporting. A multistate study.
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Dijkstra F, Donker GA, Wilbrink B, Van Gageldonk-Lafeber AB, Van Der Sande MA., Epidemiol. Infect. 137(4), 2008
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An evidence synthesis approach to estimating the incidence of seasonal influenza in the Netherlands.
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The global burden of measles in the year 2000--a model that uses country-specific indicators.
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Hepatitis A virus infections in the United States: model-based estimates and implications for childhood immunization.
Armstrong GL, Bell BP., Pediatrics 109(5), 2002
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Aledort JE, Ronald A, Rafael ME, Girosi F, Vickerman P, Le Blancq SM, Landay A, Holmes K, Ridzon R, Hellmann N, Shea MV, Peeling RW., Nature 444 Suppl 1(), 2006
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Cost-effectiveness analysis of hepatitis A vaccination strategies for adults.
O'Connor JB, Imperiale TF, Singer ME., Hepatology 30(4), 1999
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O'Connor JB, Imperiale TF, Singer ME., Hepatology 30(4), 1999
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Albert I, Espie E, de Valk H, Denis JB., Risk Anal. 31(7), 2011
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Bender JB, Smith KE, McNees AA, Rabatsky-Ehr TR, Segler SD, Hawkins MA, Spina NL, Keene WE, Kennedy MH, Van Gilder TJ, Hedberg CW; Emerging Infections Program FoodNet Working Group., Clin. Infect. Dis. 38 Suppl 3(), 2004
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Bayesian modeling to unmask and predict influenza A/H1N1pdm dynamics in London.
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Presanis AM, Pebody RG, Paterson BJ, Tom BD, Birrell PJ, Charlett A, Lipsitch M, De Angelis D., BMJ 343(), 2011
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The disease burden of hepatitis B in Uzbekistan.
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Beutels P, Musabaev EI, Van Damme P, Yasin T., J. Infect. 40(3), 2000
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Assessment of the underestimation of childhood diarrhoeal disease burden in Israel.
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A comparison of gastroenteritis in a general practice-based study and a community-based study.
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Pebody RG, Hellenbrand W, D'Ancona F, Ruutu P; European Union funded Pnc-EURO contributing group., Euro Surveill. 11(9), 2006
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AUTHOR UNKNOWN, 1994
Miscoding and misclassification of ischaemic heart disease mortality
AUTHOR UNKNOWN, 2001
AUTHOR UNKNOWN, 2001
Under-reporting of notifiable infectious disease hospitalizations in a health board region in Ireland: room for improvement?
Brabazon ED, O'Farrell A, Murray CA, Carton MW, Finnegan P., Epidemiol. Infect. 136(2), 2007
PMID: 17394674
Brabazon ED, O'Farrell A, Murray CA, Carton MW, Finnegan P., Epidemiol. Infect. 136(2), 2007
PMID: 17394674
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