Change _lsr to _behavioral_response

changelog_entry.yaml

@@ -0,0 +1,4 @@
+- bump: minor
+  changes:
+    fixed:
+      - Change _lsr to _behavioral_response.

policyengine_us/system.py

@@ -106,22 +106,30 @@ def __init__(self, *args, **kwargs):
         employment_income = self.get_holder("employment_income")
         for known_period in employment_income.get_known_periods():
             array = employment_income.get_array(known_period)
-            self.set_input("employment_income_before_lsr", known_period, array)
+            self.set_input(
+                "employment_income_before_behavioral_response",
+                known_period,
+                array,
+            )
             employment_income.delete_arrays(known_period)
 
         self_employment_income = self.get_holder("self_employment_income")
         for known_period in employment_income.get_known_periods():
             array = self_employment_income.get_array(known_period)
             self.set_input(
-                "self_employment_income_before_lsr", known_period, array
+                "self_employment_income_before_behavioral_response",
+                known_period,
+                array,
             )
             self_employment_income.delete_arrays(known_period)
 
         weekly_hours = self.get_holder("weekly_hours_worked")
         for known_period in weekly_hours.get_known_periods():
             array = weekly_hours.get_array(known_period)
             self.set_input(
-                "weekly_hours_worked_before_lsr", known_period, array
+                "weekly_hours_worked_before_behavioral_response",
+                known_period,
+                array,
             )
             weekly_hours.delete_arrays(known_period)
 
@@ -160,22 +168,30 @@ def __init__(self, *args, **kwargs):
         employment_income = self.get_holder("employment_income")
         for known_period in employment_income.get_known_periods():
             array = employment_income.get_array(known_period)
-            self.set_input("employment_income_before_lsr", known_period, array)
+            self.set_input(
+                "employment_income_before_behavioral_response",
+                known_period,
+                array,
+            )
             employment_income.delete_arrays(known_period)
 
         self_employment_income = self.get_holder("self_employment_income")
         for known_period in self_employment_income.get_known_periods():
             array = self_employment_income.get_array(known_period)
             self.set_input(
-                "self_employment_income_before_lsr", known_period, array
+                "self_employment_income_before_behavioral_response",
+                known_period,
+                array,
             )
             self_employment_income.delete_arrays(known_period)
 
         weekly_hours = self.get_holder("weekly_hours_worked")
         for known_period in weekly_hours.get_known_periods():
             array = weekly_hours.get_array(known_period)
             self.set_input(
-                "weekly_hours_worked_before_lsr", known_period, array
+                "weekly_hours_worked_before_behavioral_response",
+                known_period,
+                array,
             )
             weekly_hours.delete_arrays(known_period)
 
@@ -200,9 +216,9 @@ def __init__(self, *args, **kwargs):
                 "capital_gains",
             ]
         ] + [
-            "employment_income_before_lsr",
-            "self_employment_income_before_lsr",
-            "weekly_hours_worked_before_lsr",
+            "employment_income_before_behavioral_response",
+            "self_employment_income_before_behavioral_response",
+            "weekly_hours_worked_before_behavioral_response",
             "capital_gains_before_response",
         ]
 

policyengine_us/tests/policy/baseline/gov/usda/snap/eligibility/student/is_snap_ineligible_student.yaml

@@ -4,7 +4,7 @@
     is_full_time_student: true
     age: 18
     is_disabled: false
-    weekly_hours_worked_before_lsr: false
+    weekly_hours_worked_before_behavioral_response: false
     is_parent: false
   output:
     is_snap_ineligible_student: true
@@ -15,7 +15,7 @@
     is_full_time_student: true
     age: 17
     is_disabled: false
-    weekly_hours_worked_before_lsr: false
+    weekly_hours_worked_before_behavioral_response: false
     is_parent: false
   output:
     is_snap_ineligible_student: false

policyengine_us/variables/gov/simulation/labor_supply_response/labor_supply_response.py

@@ -67,7 +67,7 @@
         return np.clip(relative_change, -wage_change_bound, wage_change_bound)
 
 
-class income_elasticity_lsr(Variable):
+class income_elasticity_behavioral_response(Variable):
     value_type = float
     entity = Person
     label = "income elasticity of labor supply response"
@@ -77,9 +77,11 @@
 
     def formula(person, period, parameters):
         lsr = parameters(period).gov.simulation.labor_supply_responses
-        employment_income = person("employment_income_before_lsr", period)
+        employment_income = person(
+            "employment_income_before_behavioral_response", period
+        )
         self_employment_income = person(
-            "self_employment_income_before_lsr", period
+            "self_employment_income_before_behavioral_response", period
         )
         earnings = employment_income + self_employment_income
         income_change = person("relative_income_change", period)
@@ -136,9 +138,9 @@
             1_726e3,
         ]
 
-        earnings = person("employment_income_before_lsr", period) + person(
-            "self_employment_income_before_lsr", period
-        )
+        earnings = person(
+            "employment_income_before_behavioral_response", period
+        ) + person("self_employment_income_before_behavioral_response", period)
         earnings_decile = (
             np.searchsorted(earnings_decile_markers, earnings) + 1
         )
@@ -178,7 +180,7 @@
         return elasticities
 
 
-class substitution_elasticity_lsr(Variable):
+class substitution_elasticity_behavioral_response(Variable):
     value_type = float
     entity = Person
     label = "substitution elasticity of labor supply response"
@@ -188,9 +190,11 @@
 
     def formula(person, period, parameters):
         lsr = parameters(period).gov.simulation.labor_supply_responses
-        employment_income = person("employment_income_before_lsr", period)
+        employment_income = person(
+            "employment_income_before_behavioral_response", period
+        )
         self_employment_income = person(
-            "self_employment_income_before_lsr", period
+            "self_employment_income_before_behavioral_response", period
         )
         earnings = employment_income + self_employment_income
         wage_change = person("relative_wage_change", period)
@@ -241,22 +245,24 @@
                 "self_employment_income_behavioral_response"
             )
             branch.set_input(
-                "employment_income_before_lsr",
+                "employment_income_before_behavioral_response",
                 period,
-                person("employment_income_before_lsr", period),
+                person("employment_income_before_behavioral_response", period),
             )
             branch.set_input(
-                "self_employment_income_before_lsr",
+                "self_employment_income_before_behavioral_response",
                 period,
-                person("self_employment_income_before_lsr", period),
+                person(
+                    "self_employment_income_before_behavioral_response", period
+                ),
             )
 
         response = add(
             person,
             period,
             [
-                "income_elasticity_lsr",
-                "substitution_elasticity_lsr",
+                "income_elasticity_behavioral_response",
+                "substitution_elasticity_behavioral_response",
             ],
         )
         simulation = person.simulation
@@ -280,9 +286,11 @@
 
     def formula(person, period, parameters):
         lsr = person("labor_supply_behavioral_response", period)
-        employment_income = person("employment_income_before_lsr", period)
+        employment_income = person(
+            "employment_income_before_behavioral_response", period
+        )
         self_employment_income = person(
-            "self_employment_income_before_lsr", period
+            "self_employment_income_before_behavioral_response", period
         )
         earnings = employment_income + self_employment_income
         emp_share = np.ones_like(earnings)

policyengine_us/variables/gov/usda/snap/eligibility/student/is_snap_ineligible_student.py

@@ -17,7 +17,9 @@ def formula(person, period, parameters):
         p = parameters(period).gov.usda.snap.student
         age_eligible = p.age_threshold.calc(age)
         disabled = person("is_disabled", period)
-        hours_worked = person("weekly_hours_worked_before_lsr", period)
+        hours_worked = person(
+            "weekly_hours_worked_before_behavioral_response", period
+        )
         hours_eligible = hours_worked >= p.working_hours_threshold
         # The parental status applies to children under 6 (under 12
         # if no care available)

policyengine_us/variables/household/income/person/weekly_hours_worked.py

@@ -9,12 +9,12 @@
     documentation = "Hours worked per week on average."
     definition_period = YEAR
     adds = [
-        "weekly_hours_worked_before_lsr",
+        "weekly_hours_worked_before_behavioral_response",
         "weekly_hours_worked_behavioural_response",
     ]
 
 
-class weekly_hours_worked_before_lsr(Variable):
+class weekly_hours_worked_before_behavioral_response(Variable):
     value_type = float
     entity = Person
     label = "average weekly hours worked (before labor supply responses)"
@@ -30,14 +30,22 @@
     definition_period = YEAR
 
     def formula(person, period, parameters):
-        original = person("weekly_hours_worked_before_lsr", period)
+        original = person(
+            "weekly_hours_worked_before_behavioral_response", period
+        )
         lsr = person("labor_supply_behavioral_response", period)
         if (lsr != 0).any():
-            income_effect = person("income_elasticity_lsr", period)
+            income_effect = person(
+                "income_elasticity_behavioral_response", period
+            )
         else:
             income_effect = 0
-        original_emp = person("employment_income_before_lsr", period)
-        original_self_emp = person("self_employment_income_before_lsr", period)
+        original_emp = person(
+            "employment_income_before_behavioral_response", period
+        )
+        original_self_emp = person(
+            "self_employment_income_before_behavioral_response", period
+        )
         original_earnings = original_emp + original_self_emp
         lsr_relative_change = np.where(
             original_earnings == 0, 0, income_effect / original_earnings
@@ -55,14 +63,22 @@
     definition_period = YEAR
 
     def formula(person, period, parameters):
-        original = person("weekly_hours_worked_before_lsr", period)
+        original = person(
+            "weekly_hours_worked_before_behavioral_response", period
+        )
         lsr = person("labor_supply_behavioral_response", period)
         if (lsr != 0).any():
-            substitution_effect = person("substitution_elasticity_lsr", period)
+            substitution_effect = person(
+                "substitution_elasticity_behavioral_response", period
+            )
         else:
             substitution_effect = 0
-        original_emp = person("employment_income_before_lsr", period)
-        original_self_emp = person("self_employment_income_before_lsr", period)
+        original_emp = person(
+            "employment_income_before_behavioral_response", period
+        )
+        original_self_emp = person(
+            "self_employment_income_before_behavioral_response", period
+        )
         original_earnings = original_emp + original_self_emp
         lsr_relative_change = np.where(
             original_earnings == 0, 0, substitution_effect / original_earnings

policyengine_us/variables/input/income.py

@@ -4,7 +4,7 @@
 label = "Income"
 
 
-class employment_income_before_lsr(Variable):
+class employment_income_before_behavioral_response(Variable):
     value_type = float
     entity = Person
     label = "employment income before labor supply responses"
@@ -13,7 +13,7 @@ class employment_income_before_lsr(Variable):
     uprating = "calibration.gov.irs.soi.employment_income"
 
 
-class self_employment_income_before_lsr(Variable):
+class self_employment_income_before_behavioral_response(Variable):
     value_type = float
     entity = Person
     label = "self-employment income before labor supply responses"
@@ -30,7 +30,7 @@ class employment_income(Variable):
     unit = USD
     definition_period = YEAR
     adds = [
-        "employment_income_before_lsr",
+        "employment_income_before_behavioral_response",
         "employment_income_behavioral_response",
     ]
     uprating = "calibration.gov.irs.soi.employment_income"
@@ -44,7 +44,7 @@ class self_employment_income(Variable):
     documentation = "Self-employment non-farm income."
     definition_period = YEAR
     adds = [
-        "self_employment_income_before_lsr",
+        "self_employment_income_before_behavioral_response",
         "self_employment_income_behavioral_response",
     ]
     uprating = "calibration.gov.irs.soi.self_employment_income"