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. Author manuscript; available in PMC: 2025 Jan 4.
Published in final edited form as: Risk Anal. 2013 Mar 22;33(4):703–749. doi: 10.1111/risa.12044

Table X.

Model Inputs for the Madura Outbreak Model

Model input (symbol) Best estimate Source Notes

Number of subpopulations 1 Focus on rural population of Madura
Relative population size compared to all of Indonesia 0.00405 61, 100 Ratio of rural population of Madura (∼920,000) to all of Indonesia (∼227 million) in 2005
Number of age groups 9 0–2 months; 3–11 months; 1; 2; 3; 4; 5–9; 10–14; ≥ 15* years
Number of mixing age groups 3 0–4; 5–14; ≥ 15 years
Year when model run-up starts 1950
Year when R0 seasonality starts 1970
Year when die-out first allowed 1980
Average basic reproductive number (R0) (PV1) 9 Fitted within range for middle tier (Table III)
Proportional change in R0 due to seasonality (α) 0.2 13 Somewhat less seasonality than in temperate climate countries
Day of seasonal peak in R0(pd) 95 (April 5) Based on model calibration
Proportion of contacts reserved for individuals within the same mixing age group (κ) 0.35 For simplicity, assume equal values for each mixing age group
Proportion of transmissions via oropharyngeal route (poro) 0.3 19 Based on approximate average of mean expert assessments for community and close contacts for type 1 in high R0 settings(19)
Per-dose take rate (tr) (PV1)
 - tOPV 0.45a
 - mOPV 0.66
Routine coverage with 3 or more doses by 1 year of age Time series 1980–2007 76, 100 See Appendix A4 for values used
Characterization of routine tOPV vaccination, 1981–2007 100 Partial coverage based on convenience sample in rural areas; in the absence of separate estimates for the birth dose coverage, we model the cumulative effect of all four doses (scheduled at birth and 1, 2, and 3 months of age) at age 3 months
 - Cumulative effect of all 4 primary doses at age (months) 3
 - Coverage with 1 dose given < 4 0.13
 - Coverage with 2 doses given < 4 0.13
 - Coverage with 3 doses given < 4 0.07
Characterization of tOPV campaigns 1995–2002 100 Dates of rounds reflect approximate average times of campaigns in Indonesia as reported to WHO; see Appendix A4 for effective per-round impact assumptions by year in the absence of good data
 - Day of first round 240 (August 28)
 - Day of second round 280 (October 7)
 - Duration of each round (day) 7
 - Effective per-round impact (ζ) Varies
 - Target age groups 0–4 years
Characterization of outbreak response, 2005 100
 - Vaccine, by round (rounds 1–2;3) tOPV;mOPV1
 - Day of first round 242 (August 30)
 - Day of second round 270 (September 27)
 - Day of third round 334 (November 30)
 - Duration of each round (days) 7
 - Effective per-round impact (ζ) (round 1;2;3) 0.81;0.88;0.85
 - Target age groups for all rounds 0–4 years

Acronyms: mOPV1 = monovalent oral poliovirus vaccine type 1; PV1 = poliovirus type 1; tOPV = trivalent OPV; WHO = World Health Organization

*

Age groups marked with an asterisk indicate age groups that count towards determining the fraction of newborns who receive maternal antibodies, based on the immune fraction in those age groups (see Appendix A1).

a

For runs to verify behavior of other serotypes, we use take rates for tOPV of 0.7 and 0.4 for type 2 and 3, respectively.