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Impact of Improved Consumable Availability #1702

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b609fc4
Add script to generate descriptive plots for consumables impact manus…
sakshimohan Aug 13, 2025
46a0cb9
Update detailed tables on consumable availability by scenario
sakshimohan Aug 20, 2025
53b0303
generate the first version of optimisation of consumable (re)distribu…
sakshimohan Sep 10, 2025
797ba66
make the radius redistribution more efficient
sakshimohan Sep 11, 2025
5072061
Updated to MILP functions -
sakshimohan Sep 24, 2025
ed04214
Allow for resource pooling at a lower level than district
sakshimohan Sep 25, 2025
8b55427
plot stock adequacy by district and month
sakshimohan Oct 20, 2025
9f0673f
add functionality to heatmap function (less than AMC or greater than …
sakshimohan Oct 20, 2025
31d2c87
add constraints to pooling algorithm -
sakshimohan Oct 21, 2025
bea8ddc
fixes to pooling algorithm -
sakshimohan Oct 21, 2025
6f1d374
remove duplicated lmis rows (same fac_name and district but different…
sakshimohan Oct 21, 2025
cd4f149
update assertions for pooling LP (to exclude the cases which were not…
sakshimohan Oct 21, 2025
5f5f05a
clean LMIS entries (only formatting)
sakshimohan Oct 22, 2025
c090cb6
Interpolate values of AMC and Closing Balance when missing or 0
sakshimohan Oct 22, 2025
a0487be
update how stock in/adequacy plots are generated (exclude bad AMC/OB …
sakshimohan Oct 23, 2025
07cfee1
drop seemingly incorrect rows from LMIS data at pre-processing
sakshimohan Oct 24, 2025
9714ff8
Reverse dropping rows with AMC = 0
sakshimohan Oct 24, 2025
8616b9c
clarify how facs with AMC == 0 are treated
sakshimohan Oct 24, 2025
39d0db9
update the calculation of opening balance
sakshimohan Oct 26, 2025
fc603d6
update the pairwise redistribution MILP
sakshimohan Oct 26, 2025
8f23f57
Calculate opening balance outside functions
sakshimohan Oct 27, 2025
d830f77
prepare the data for merging into RF
sakshimohan Oct 27, 2025
a216c98
update cluster redistribution parameters
sakshimohan Oct 27, 2025
36f5200
only allow changes to probability when OB_prime > greater than OB, no…
sakshimohan Oct 28, 2025
d428efb
record time taken to run each redistribution algorithm
sakshimohan Oct 28, 2025
47c3d90
update the code to generate heatmap
sakshimohan Oct 29, 2025
e441bd2
update item_category of item_code 75 from cancer to general
sakshimohan Oct 29, 2025
cbbbd5f
add availability columns based on redistribution scenarios.
sakshimohan Oct 29, 2025
766e01e
update availability of consumables at level 1b to reflect the weighte…
sakshimohan Oct 30, 2025
176b8b5
allow for different weights when calculating average
sakshimohan Oct 30, 2025
7415afe
revert original resource file
sakshimohan Oct 30, 2025
2b5a1f9
add new resource files with different ways of handling level 1b avail…
sakshimohan Oct 30, 2025
88abd1c
merge in xpert update from master
sakshimohan Oct 31, 2025
5c23101
Create scenario script template for manuscript
sakshimohan Jan 1, 2026
fce280e
apply weighted average of level 1b and 2 facilities to level 1b proba…
sakshimohan Jan 2, 2026
bed835c
remove test ResourceFiles applying different level 1b-2 weights.
sakshimohan Jan 2, 2026
0518a93
Merge branch 'sakshi/update_cons_availability_1b_2' into sakshi/consu…
sakshimohan Jan 2, 2026
4a5d74b
plot the outcomes of redistribution + get dataframe in the format for…
sakshimohan Jan 4, 2026
dcb2bb0
move redistribution function to the original cons availability estima…
sakshimohan Jan 5, 2026
d699c52
update scenario script to include redistribution scenarios
sakshimohan Jan 5, 2026
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4 changes: 2 additions & 2 deletions resources/healthsystem/consumables/ResourceFile_Consumables_Item_Designations.csv
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4 changes: 2 additions & 2 deletions resources/healthsystem/consumables/ResourceFile_Consumables_availability_small.csv
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