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 | Veröffentlicht | Englisch
 
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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.
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

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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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Incidence of gastroenteritis in Norway--a population-based survey.
Kuusi M, Aavitsland P, Gondrosen B, Kapperud G., Epidemiol. Infect. 131(1), 2003
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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
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AUTHOR UNKNOWN, 2006
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
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Immunity to Campylobacter: its role in risk assessment and epidemiology.
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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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The costs of human Campylobacter infections and sequelae in the Netherlands: A DALY and cost-of-illness approach
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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
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Disease burden of foodborne pathogens in the Netherlands, 2009.
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Muller L, Korsgaard H, Ethelberg S., Epidemiol. Infect. 140(2), 2011
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Baumann-Popczyk A, Sadkowska-Todys M, Rogalska J, Stefanoff P., Epidemiol. Infect. 140(7), 2011
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Results of the first population based telephone survey of acute gastroenteritis in Northern Ireland and the Republic of Ireland
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Serologic and clinical outcomes of 1536 Alaska Natives chronically infected with hepatitis B virus.
McMahon BJ, Holck P, Bulkow L, Snowball M., Ann. Intern. Med. 135(9), 2001
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Case-reporting of acute hepatitis B and C among injection drug users.
Hagan H, Snyder N, Hough E, Yu T, McKeirnan S, Boase J, Duchin J., J Urban Health 79(4), 2002
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The incidence of Bordetella pertussis infections estimated in the population from a combination of serological surveys.
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The seroepidemiology of measles in Western Europe.
de Melker H, Pebody RG, Edmunds WJ, Levy-Bruhl D, Valle M, Rota MC, Salmaso S, van den Hof S, Berbers G, Saliou P, Spaendonck MCV , Crovari P, Davidkin I, Gabutti G, Hesketh L, Morgan-Capner P, Plesner AM, Raux M, Tische A, Miller E., Epidemiol. Infect. 126(2), 2001
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Trends in undiagnosed HIV-1 infection among attenders at genitourinary medicine clinics, England, Wales, and Northern Ireland: 1990-6.
Simms I, Rogers P, Catchpole M, McGarrigle CA, Nicoll A., Sex Transm Infect 75(5), 1999
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Biomarker dynamics: estimating infection rates from serological data.
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Integrated approaches for the public health prioritization of foodborne and zoonotic pathogens.
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Estimating the true incidence of campylobacteriosis and salmonellosis in the European Union, 2009
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Estimation of incidences of infectious diseases based on antibody measurements.
Simonsen J, Molbak K, Falkenhorst G, Krogfelt KA, Linneberg A, Teunis PF., Stat Med 28(14), 2009
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Risk-based estimate of effect of foodborne diseases on public health, Greece.
Gkogka E, Reij MW, Havelaar AH, Zwietering MH, Gorris LG., Emerging Infect. Dis. 17(9), 2011
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[Salmonella enteritis in Huesca. 1996-1999].
Perez-Ciordia I, Ferrero M, Sanchez E, Abadias M, Martinez-Navarro F, Herrera D., Enferm. Infecc. Microbiol. Clin. 20(1), 2002
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Food-related illness and death in the United States.
Mead PS, Slutsker L, Dietz V, McCaig LF, Bresee JS, Shapiro C, Griffin PM, Tauxe RV., Emerging Infect. Dis. 5(5), 1999
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Foodborne illness acquired in the United States--major pathogens.
Scallan E, Hoekstra RM, Angulo FJ, Tauxe RV, Widdowson MA, Roy SL, Jones JL, Griffin PM., Emerging Infect. Dis. 17(1), 2011
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Estimated Numbers of Community Cases of Illness Due to Salmonella, Campylobacter and Verotoxigenic Escherichia Coli: Pathogen-specific Community Rates.
Thomas MK, Majowicz SE, Sockett PN, Fazil A, Pollari F, Dore K, Flint JA, Edge VL., Can J Infect Dis Med Microbiol 17(4), 2006
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A large outbreak of campylobacteriosis associated with a municipal water supply in Finland.
Kuusi M, Nuorti JP, Hanninen ML, Koskela M, Jussila V, Kela E, Miettinen I, Ruutu P., Epidemiol. Infect. 133(4), 2005
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McCarty DJ, Tull ES, Moy CS, Kwoh CK, LaPorte RE., Int J Epidemiol 22(3), 1993
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Ascertainment of meningococcal disease in Europe.
Trotter C, Samuelsson S, Perrocheau A, de Greeff S, de Melker H, Heuberger S, Ramsay M., Euro Surveill. 10(12), 2005
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Capture-recapture methods in epidemiology: methods and limitations.
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Estimating infectious diseases incidence: validity of capture-recapture analysis and truncated models for incomplete count data.
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Substantial underreporting of tuberculosis in West Greece: implications for local and national surveillance.
Jelastopulu E, Alexopoulos EC, Venieri D, Tsiros G, Komninou G, Constantinidis TC, Chrysanthopoulos K., Euro Surveill. 14(11), 2009
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Tuberculosis incidence, hospitalisation prevalence and mortality in Lazio, Italy, 1997-2003.
Farchi S, Mantovani J, Borgia P, Giorgi Rossi P., Int. J. Tuberc. Lung Dis. 12(2), 2008
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Undetected burden of tuberculosis in a low-prevalence area.
Baussano I, Bugiani M, Gregori D, van Hest R, Borraccino A, Raso R, Merletti F., Int. J. Tuberc. Lung Dis. 10(4), 2006
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van Hest NA, Smit F, Baars HW, De Vries G, De Haas PE, Westenend PJ, Nagelkerke NJ, Richardus JH., Epidemiol. Infect. 135(6), 2006
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Pyrazinamide use as a method of estimating under-reporting of tuberculosis.
van Loenhout-Rooyackers JH, Leufkens HG, Hekster YA, Kalisvaart NA., Int. J. Tuberc. Lung Dis. 5(12), 2001
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Completeness of notification of adult tuberculosis in Iasi County, Romania: a capture-recapture analysis.
Cojocaru C, van Hest NA, Mihaescu T, Davies PD., Int. J. Tuberc. Lung Dis. 13(9), 2009
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An evaluation of the completeness of reporting of childhood tuberculosis.
Teo SS, Alfaham M, Evans MR, Watson JM, Riordan A, Sonnenberg P, Clark J, Hayward A, Sharland M, Moore-Gillon J, Novelli V, Quinn D, Shingadia D; British Paediatric Surveillance Unit Childhood Tuberculosis study group, Antoine D, Cafferky M, Coen P, McMenamin J, Hoskyns W., Eur. Respir. J. 34(1), 2009
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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 the completeness and accuracy of active tuberculosis reporting in the United States military.
Mancuso JD, Tobler SK, Eick AA, Olsen CH., Int. J. Tuberc. Lung Dis. 14(10), 2010
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Completeness and timeliness of tuberculosis case reporting. A multistate study.
Curtis AB, McCray E, McKenna M, Onorato IM., Am J Prev Med 20(2), 2001
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Long time trends in influenza-like illness and associated determinants in The Netherlands.
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.
McDonald SA, Presanis AM, De Angelis D, van der Hoek W, Hooiveld M, Donker G, Kretzschmar ME., Influenza Other Respir Viruses 8(1), 2013
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The global burden of measles in the year 2000--a model that uses country-specific indicators.
Stein CE, Birmingham M, Kurian M, Duclos P, Strebel P., J. Infect. Dis. 187 Suppl 1(), 2003
PMID: 12721886
Estimates of the burden of foodborne illness in Canada for 30 specified pathogens and unspecified agents, circa 2006.
Thomas MK, Murray R, Flockhart L, Pintar K, Pollari F, Fazil A, Nesbitt A, Marshall B., Foodborne Pathog. Dis. 10(7), 2013
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Population-based HIV-1 incidence in France, 2003-08: a modelling analysis.
Le Vu S, Le Strat Y, Barin F, Pillonel J, Cazein F, Bousquet V, Brunet S, Thierry D, Semaille C, Meyer L, Desenclos JC., Lancet Infect Dis 10(10), 2010
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Reducing the burden of sexually transmitted infections in resource-limited settings: the role of improved diagnostics.
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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A Bayesian evidence synthesis for estimating campylobacteriosis prevalence.
Albert I, Espie E, de Valk H, Denis JB., Risk Anal. 31(7), 2011
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Factors affecting surveillance data on Escherichia coli O157 infections collected from FoodNet sites, 1996-1999.
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
PMID: 15095185
Bayesian modeling to unmask and predict influenza A/H1N1pdm dynamics in London.
Birrell PJ, Ketsetzis G, Gay NJ, Cooper BS, Presanis AM, Harris RJ, Charlett A, Zhang XS, White PJ, Pebody RG, De Angelis D., Proc. Natl. Acad. Sci. U.S.A. 108(45), 2011
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The disease burden of hepatitis B in Uzbekistan.
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.
Ziv T, Heymann AD, Azuri J, Leshno M, Cohen D., Epidemiol. Infect. 139(9), 2010
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Burden of self-reported acute diarrheal illness in FoodNet surveillance areas, 1998-1999.
Imhoff B, Morse D, Shiferaw B, Hawkins M, Vugia D, Lance-Parker S, Hadler J, Medus C, Kennedy M, Moore MR, Van Gilder T; Emerging Infections Program FoodNet Working Group., Clin. Infect. Dis. 38 Suppl 3(), 2004
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A population-based estimate of the burden of diarrhoeal illness in the United States: FoodNet, 1996-7.
Herikstad H, Yang S, Van Gilder TJ, Vugia D, Hadler J, Blake P, Deneen V, Shiferaw B, Angulo FJ., Epidemiol. Infect. 129(1), 2002
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A comparison of gastroenteritis in a general practice-based study and a community-based study.
de Wit MA, Kortbeek LM, Koopmans MP, de Jager CJ, Wannet WJ, Bartelds AI, van Duynhoven YT., Epidemiol. Infect. 127(3), 2001
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Pneumococcal disease surveillance in Europe.
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
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
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