Pair (a): MentalHealth_Alert -> SuicideRisk_Alert (binary -> binary).

The clinical-alert chain: do mental-health flags causally elevate subsequent suicide-risk-alert occurrence, conditional on demographics and region?

Usage

morie_otis_make_pair_a(df)

Arguments

df

OTIS placement-level data.frame.

Value

Named list list(data, T = "T_a", Y = "Y_a", covariates).

Examples

# \donttest{
  morie_otis_make_pair_a(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 T_a Y_a
#> 1                No   1   0
#> 2                No   0   0
#> 3               Yes   1   1
#> 4                No   0   0
#> 5                No   1   0
#> 
#> $T
#> [1] "T_a"
#> 
#> $Y
#> [1] "Y_a"
#> 
#> $covariates
#> [1] "Gender"                     "Age_Category"              
#> [3] "Region_AtTimeOfPlacement"   "Region_MostRecentPlacement"
#> 
# }