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Treatment T_b = 1 iff at least 2 of (MentalHealth, SuicideRisk, SuicideWatch) alerts are simultaneously active in the row. Outcome Y_b = 1 iff Number_Of_Placements >= 2 (proxy for any future readmission).

Usage

morie_otis_make_pair_b(df)

Arguments

df

OTIS placement-level data.frame.

Value

Named list list(data, T = "T_b", Y = "Y_b", covariates).

Examples

# \donttest{
  morie_otis_make_pair_b(morie_otis_load())
#> $data
#>   UniqueIndividual_ID EndFiscalYear Gender Age_Category
#> 1   2022-SYNTH-001-RC          2022   Male     25 to 49
#> 2   2022-SYNTH-002-RC          2022 Female     18 to 24
#> 3   2023-SYNTH-003-RC          2023   Male     50 to 64
#> 4   2023-SYNTH-004-RC          2023   Male     25 to 49
#> 5   2024-SYNTH-005-RC          2024 Female     50 to 64
#>   Region_AtTimeOfPlacement Region_MostRecentPlacement MentalHealth_Alert
#> 1                  Toronto                    Toronto                Yes
#> 2                  Eastern                    Eastern                 No
#> 3                  Central                    Central                Yes
#> 4                  Western                    Western                 No
#> 5                 Northern                   Northern                Yes
#>   SuicideRisk_Alert SuicideWatch_Alert Number_Of_Placements T_b Y_b
#> 1                No                 No                    8   0   1
#> 2                No                 No                    1   0   0
#> 3               Yes                 No                    5   1   1
#> 4                No                 No                    2   0   1
#> 5                No                Yes                   12   1   1
#> 
#> $T
#> [1] "T_b"
#> 
#> $Y
#> [1] "Y_b"
#> 
#> $covariates
#> [1] "Gender"                     "Age_Category"              
#> [3] "Region_AtTimeOfPlacement"   "Region_MostRecentPlacement"
#> 
# }