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Parameter name
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Intervention parametersUnitSourceNotes
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No. of women of reproductive age reached2240000.00No.
Info from FEM (note that FEM has especially low cost per person): Freedom Radio reaches 5.6 million listeners (based on third party eval, freedom radio says they reach 10 million), 40% of which are women of reproductive age. I used estimates based off of their Kano campaign only.
Assumptions and limitations
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Effect of radio intervention (% fewer births per year in treatment vs. control)0.10%
This is based on RCT in Burkina Faso, from DMI
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Generalisability discount0.25Proportion
I discounted for generalisability: I am uncertain about this value. Survey data is from women who live in rural areas, <5km from health facility, in villages without electricty access. I think these factors likely limit generalisability to Kano.
* Does not include additional benefits inc economic benefits, health benefits beyond avoiding fistula (such as avoiding postpartum depression, hypertension, etc), benefits to future children (from larger birth spacing) and wellbeing benefits from women's empowerment.
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Average no. of births per year per woman of repro age in Kano0.19No.
DHS Nigeria 2018 data
* Does not include government costs of providing contraception.
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Maternal mortality ratio0.01Proportion
From Kano state data; this includes deaths from unsafe abortion as well as pregnancy complications
* Super rough way of estimating long-term effects, the probabilites of each scenario are subjective estimates.
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Fistula prevalence0.43Percentage
https://www.sciencedirect.com/science/article/pii/S2214109X14703481
* Not sure how benefits stack up year on year (aka how much of audience in a given year is the same as the last year's audience?) Didn't spend much time here since it has relatively minor effect on overall CE
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Mean number of children for someone with fistula3.10No.
https://www.sciencedirect.com/science/article/pii/S2214109X14703481
* Note this is for FEM's current operations in Kano. Benefits are likely to be less in areas with lower maternal mortality (but would obv have to be significantly less to become non cost-effective).
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Percentage fistulas that are due to pregnancy71.40Percentage
https://www.sciencedirect.com/science/article/pii/S2214109X14703481
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Disability weight fistula0.59No.GBD
This is the average disability weight from rectovaginal fistula and vesicovaginal fistula
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Average length of time using contraception1.96Years
This is quite rough. From paper, most of the women who use contraception at baseline were using implants (~51%), while some were using injectables (~37%) and others were using pills (~9%). I assumed that the average implant lasts around 3 years, and that the women on injectables or pills would use them for around 1 year, then did a weighted average.
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Calculations
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Total number fewer births per year42560.00No.
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Reduction in average no. of births per year in Kano0.02Proportion
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Total fewer births (with generalisability discount)31920.00No.
I am discounting by 40% from burkina faso RCT
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Deaths averted183.86No.
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Chance of fistula per pregnancy0.001No.
Fistula prevalence x percentage of fistulas that are due to pregnancy/ average number of children for a person with a fistula
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Reduction in number of women suffering from fistulas31.32No.
Chance of fistula per pregnancy x number of averted pregnancies
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Costs
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Total costs400000.00$
From email with Anna Christina. This is their approximate cost from campaign in Kano.
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Worst case scenario: effects for one year only
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DALY avoided by averting fistulas18.56DALYS
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DALY equivalents avoided by averting maternal deaths7556.61
DALY-equivalents
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Total no. DALYs avoided (DALY total per year x length of time using contraception)14847.33
DALY-equivalents
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Total no. WELLBYs, inc discount54935.13
WELLBY-equivalents
Using 1 DALY = 3.7 WELLBY conversion
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$/ WELLBY7.28$/WELLBY
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GD multiples22.52GDX
164/$ WELLBY for GD
This includes discount for generalisability from Burkina Faso trial
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Probability that this occurs0.70Probability
This is rough, subjective estimate. For full investigation, would use different weigh to weight probabilites
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Best case scenario: effects over 8 years (if contraceptive accesss/ knowledge became new social norm)
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Discount rate0.08rate
I put the discount rate higher than usual, because i think contraceptive access/ knowledge will increase even without this intervention
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DALYs avoided by averting fistulas115.17DALYs
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DALY equivalents by averting maternal deaths46899.14
DALY-equivalents
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Total no. WELLBY equivalents173952.93
WELLBY-equivalents
Using 1 DALY = 3.7 WELLBY conversion
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$/WELLBY2.30$/WELLBY
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Years of effectiveness8.00years
I assume that within 10 years time, even without this intervnetion there would be widespread contraceptive knowledge/ access
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GD multiples71.32GDX
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Probability that this occurs0.05Probability
Note: I think it's unlikely, but not impossibly so, that new contraceptive knowledge/ behavior establishes self as new social norm
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Medium scenario: strongly diminuishing effects over 4 years
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Discount rate0.60rate
Assuming strongly diminuishing effects
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DALYs avoided by averting fistulas41.93DALYs
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DALY equivalents by averting maternal deaths17076.17
DALY-equivalents
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Total no. WELLBYs63337.00WELLBYs
Using 1 DALY = 3.7 WELLBY conversion
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$/WELLBY6.32$/WELLBY
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Years of effectiveness4.00years
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GD multiples25.97GDX
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Probability that this occurs0.25probability
Note: I think it's unlikely, but not impossibly so, that new contraceptive knowledge/ behavior establishes self as new social norm
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Overall cost-effectiveness25.82GDX
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