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Research Article

Estimating the reproductive numbers for the 2008–2009 cholera outbreaks in Zimbabwe

Zindoga Mukandavire, Shu Liao, Jin Wang, Holly Gaff, David L. Smith, and J. Glenn Morris Jr.
PNAS May 24, 2011 108 (21) 8767-8772; https://doi.org/10.1073/pnas.1019712108
Zindoga Mukandavire
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Shu Liao
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Jin Wang
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Holly Gaff
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David L. Smith
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J. Glenn Morris Jr.
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  • For correspondence: jgmorris@epi.ufl.edu
  1. Edited* by G. Balakrish Nair, National Institute of Cholera and Enteric Diseases, Kolkata, India, and approved March 25, 2011 (received for review January 4, 2011)

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  • Fig. 1.
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    Fig. 1.

    Cholera cases and deaths in Zimbabwe from 1992 to 2009 (4). The y axis for the graph is logged.

  • Fig. 2.
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    Fig. 2.

    Map of Zimbabwe, provinces, and neighboring countries. The darker-colored regions show one of the cholera-affected districts (Manica) in Mozambique in 2006 (26) and some of the cholera-affected provinces (Southern and Lusaka) in Zambia in 2010 (27) that are on the border with Zimbabwe.

  • Fig. 3.
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    Fig. 3.

    Model flow diagram.

  • Fig. 4.
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    Fig. 4.

    Cholera model fitting for the cumulative cholera cases where the solid red line represents the model fit and the circles mark the reported data for the cumulative number of cholera cases in the provinces using parameter values in Table S1 and population sizes in Table 1.

  • Fig. 5.
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    Fig. 5.

    Cholera model fitting for the cholera cases. The solid line represents the model fit, and the dashed line and the circles mark the reported data for cholera cases in the provinces using parameter values in Table S1 and population sizes in Table 1.

Tables

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    Table 1.

    Population sizes (28), cholera cases, and deaths reported to the MoHCW from November 2008 to July 2009

    Population sizeTotal infectedAttack rate/10,000Total deathsCFR %
    Harare2,012,78419,577976553.35
    Bulawayo718,2784456184.04
    Mashonaland Central1,056,6661,039982972.86
    Mashonaland East1,196,7726,526554536.94
    Mashonaland West1,300,01222,7511759454.15
    Midlands1,554,0587,156463314.63
    Manicaland1,665,45113,673826674.88
    Matebeleland South693,2305,257761593.02
    Matebeleland North748,3171,16616716.09
    Masvingo1,401,67211,644836915.93
    Zimbabwe12,347,24098,585804,2874.35
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    Table 2.

    Estimates of Re, Rh, and R0

    Re95% CI% R0Rh95% CI% R0R095% CI
    Harare0.9(0.57–1.24)59.40.62(0.57–0.72)40.61.52(1.14–1.96)
    Bulawayo0.14(0.071–0.22)10.61.22(1.05–1.39)89.41.36(1.12–1.61)
    Mashonaland Central0.2(0.11–0.29)14.31.18(1.11–1.25)85.71.38(1.21–1.54)
    Mashonaland East0.45(0.31–0.58)40.40.66(0.58–0.74)59.61.11(0.90–1.32)
    Mashonaland West0.32(0.01–0.62)16.91.54(1.33–1.76)83.11.87(1.34–2.38)
    Midlands0.077(0.012–0.14)5.51.31(1.21–1.41)94.51.39(1.23–1.56)
    Manicaland0.2(0.099–0.29)9.51.87(1.68–2.05)90.52.06(1.78–2.34)
    Matebeleland South1.44(0.68–2.2)52.91.28(0.52–2.04)47.12.72(1.19–4.24)
    Matebeleland North0.14(0.036–0.24)81.58(1.4–1.76)921.72(1.44–1.99)
    Masvingo0.25(0.047–0.46)15.81.36(1.15–1.56)84.21.61(1.20–2.03)
    Zimbabwe0.2(0.15–0.25)17.30.95(0.93–0.98)82.71.15(1.08–1.23)
    • View popup
    Table 3.

    Estimates of minimum vaccination coverage

    Vaccination coverage threshold, c %
    Harare44
    Bulawayo34
    Mashonaland Central35
    Mashonaland East13
    Mashonaland West59
    Midlands36
    Manicaland66
    Matebeleland South81
    Matebeleland North53
    Masvingo49
    Zimbabwe17

Data supplements

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Estimating the reproductive numbers for the 2008–2009 cholera outbreaks in Zimbabwe
Zindoga Mukandavire, Shu Liao, Jin Wang, Holly Gaff, David L. Smith, J. Glenn Morris
Proceedings of the National Academy of Sciences May 2011, 108 (21) 8767-8772; DOI: 10.1073/pnas.1019712108

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Estimating the reproductive numbers for the 2008–2009 cholera outbreaks in Zimbabwe
Zindoga Mukandavire, Shu Liao, Jin Wang, Holly Gaff, David L. Smith, J. Glenn Morris
Proceedings of the National Academy of Sciences May 2011, 108 (21) 8767-8772; DOI: 10.1073/pnas.1019712108
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