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Use of Expansion Factors to Estimate the Burden of Dengue in Southeast Asia: A Systematic Analysis

Author

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  • Eduardo A Undurraga
  • Yara A Halasa
  • Donald S Shepard

Abstract

Background: Dengue virus infection is the most common arthropod-borne disease of humans and its geographical range and infection rates are increasing. Health policy decisions require information about the disease burden, but surveillance systems usually underreport the total number of cases. These may be estimated by multiplying reported cases by an expansion factor (EF). Methods and Findings: As a key step to estimate the economic and disease burden of dengue in Southeast Asia (SEA), we projected dengue cases from 2001 through 2010 using EFs. We conducted a systematic literature review (1995–2011) and identified 11 published articles reporting original, empirically derived EFs or the necessary data, and 11 additional relevant studies. To estimate EFs for total cases in countries where no empirical studies were available, we extrapolated data based on the statistically significant inverse relationship between an index of a country's health system quality and its observed reporting rate. We compiled an average 386,000 dengue episodes reported annually to surveillance systems in the region, and projected about 2.92 million dengue episodes. We conducted a probabilistic sensitivity analysis, simultaneously varying the most important parameters in 20,000 Monte Carlo simulations, and derived 95% certainty level of 2.73–3.38 million dengue episodes. We estimated an overall EF in SEA of 7.6 (95% certainty level: 7.0–8.8) dengue cases for every case reported, with an EF range of 3.8 for Malaysia to 19.0 in East Timor. Conclusion: Studies that make no adjustment for underreporting would seriously understate the burden and cost of dengue in SEA and elsewhere. As the sites of the empirical studies we identified were not randomly chosen, the exact extent of underreporting remains uncertain. Nevertheless, the results reported here, based on a systematic analysis of the available literature, show general consistency and provide a reasonable empirical basis to adjust for underreporting. Author Summary: Dengue is the most common disease transmitted by a mosquito, with about 100–200 million infections occurring each year in more than 100 tropical and subtropical countries. Policy-makers require accurate information about the number of symptomatic dengue episodes to make informed decisions concerning dengue control strategies. But dengue is usually underreported by national surveillance systems. Through a systematic literature review and analysis of empirical research, we estimated the rate of underreporting and the average annual dengue episodes by treatment (hospitalized and ambulatory) in 2001–2010, for 12 countries in Southeast Asia. We found an average reporting rate of 13.2% of the total symptomatic dengue episodes in the region, leading to an expansion factor of 7.6 for converting reported cases into estimated actual cases. While we focused in Southeast Asia, analogous principles apply to other regions of the world, and other diseases reported through surveillance systems. Estimating the total episodes of dengue is a critical step in studying the economic and disease burden of dengue fever, and the cost-effectiveness evaluation of dengue control and prevention strategies.

Suggested Citation

  • Eduardo A Undurraga & Yara A Halasa & Donald S Shepard, 2013. "Use of Expansion Factors to Estimate the Burden of Dengue in Southeast Asia: A Systematic Analysis," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 7(2), pages 1-15, February.
  • Handle: RePEc:plo:pntd00:0002056
    DOI: 10.1371/journal.pntd.0002056
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    References listed on IDEAS

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    1. Donald S Shepard & Eduardo A Undurraga & Yara A Halasa, 2013. "Economic and Disease Burden of Dengue in Southeast Asia," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 7(2), pages 1-12, February.
    2. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    3. Carrasco, Luis R & Lee, Linda K & Lee, Vernon J & Ooi, Eng Eong & Shepard, Donald S & Thein, Tun L & Gan, Victor & Cook, Alex R & Lye, David & Ng, Lee Ching & Leo, Yee Sin, 2011. "Economic Impact of Dengue Illness and the Cost-Effectiveness of Future Vaccination Programs in Singapore," MPRA Paper 57761, University Library of Munich, Germany.
    4. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    5. Luis R Carrasco & Linda K Lee & Vernon J Lee & Eng Eong Ooi & Donald S Shepard & Tun L Thein & Victor Gan & Alex R Cook & David Lye & Lee Ching Ng & Yee Sin Leo, 2011. "Economic Impact of Dengue Illness and the Cost-Effectiveness of Future Vaccination Programs in Singapore," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 5(12), pages 1-9, December.
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    Cited by:

    1. Rhanye Mac Guad & Yuan Seng Wu & Yin Nwe Aung & Shamala Devi Sekaran & André Barretto Bruno Wilke & Wah Yun Low & Maw Shin Sim & Rogie Royce Carandang & Mohammad Saffree Jeffree & Hamed Taherdoost & C, 2021. "Different Domains of Dengue Research in Malaysia: A Systematic Review and Meta-Analysis of Questionnaire-Based Studies," IJERPH, MDPI, vol. 18(9), pages 1-30, April.
    2. Manjunath B Shankar & Rosa L Rodríguez-Acosta & Tyler M Sharp & Kay M Tomashek & Harold S Margolis & Martin I Meltzer, 2018. "Estimating dengue under-reporting in Puerto Rico using a multiplier model," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 12(8), pages 1-16, August.
    3. Gerhart Knerer & Christine Currie & Sally Brailsford, 2015. "Impact of combined vector-control and vaccination strategies on transmission dynamics of dengue fever: a model-based analysis," Health Care Management Science, Springer, vol. 18(2), pages 205-217, June.
    4. Gerhart Knerer & Christine S M Currie & Sally C Brailsford, 2020. "The economic impact and cost-effectiveness of combined vector-control and dengue vaccination strategies in Thailand: results from a dynamic transmission model," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 14(10), pages 1-32, October.
    5. Mohd ‘Ammar Ihsan Ahmad Zamzuri & Farah Nabila Abd Majid & Rahmat Dapari & Mohd Rohaizat Hassan & Abd Majid Mohd Isa, 2022. "Perceived Risk for Dengue Infection Mediates the Relationship between Attitude and Practice for Dengue Prevention: A Study in Seremban, Malaysia," IJERPH, MDPI, vol. 19(20), pages 1-17, October.
    6. Joseph L Servadio & Gustavo Machado & Julio Alvarez & Francisco Edilson de Ferreira Lima Júnior & Renato Vieira Alves & Matteo Convertino, 2020. "Information differences across spatial resolutions and scales for disease surveillance and analysis: The case of Visceral Leishmaniasis in Brazil," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-17, July.

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