diff --git a/src/asim/configs/resident/vehicle_type_choice_op4_coefficients.csv b/src/asim/configs/resident/vehicle_type_choice_op4_coefficients.csv
index ce278c6d7..c64e0f442 100644
--- a/src/asim/configs/resident/vehicle_type_choice_op4_coefficients.csv
+++ b/src/asim/configs/resident/vehicle_type_choice_op4_coefficients.csv
@@ -188,9 +188,9 @@ coef_ohio_mc,0.140,F
 coef_ohio_hyb,-0.142,F
 coef_ohio_ev,-1.590,F
 coef_ohio_age,-0.008,F
-coef_calib_pev_2022,0.8090077595814604,F
-coef_calib_bev_2022,1.6730659430489172,F
-coef_calib_pev_2035,1.3377620604982228,F
-coef_calib_bev_2035,1.457677233194909,F
+coef_calib_pev_2022,-2.55829,F
+coef_calib_bev_2022,-1.70775,F
+coef_calib_pev_2035,-12.8722,F
+coef_calib_bev_2035,-12.75503,F
 coef_calib_pev_2050,1.1943718882487044,F
-coef_calib_bev_2050,0.16922539004489656,F
\ No newline at end of file
+coef_calib_bev_2050,0.16922539004489656,F