From a258b32b391e9ed0933f10aac8eda347099ad47e Mon Sep 17 00:00:00 2001
From: rebuilt <memoryman51@hotmail.com>
Date: Wed, 25 Jun 2025 11:08:12 -0700
Subject: [PATCH] WIP: create backend for socio-economic-status

---
 app/models/benefit.rb                         | 32 ++++++++++
 app/models/education.rb                       | 45 ++++++++++++++
 app/models/employment.rb                      | 39 ++++++++++++
 app/models/parent.rb                          |  4 ++
 app/models/report/survey_item_by_grade.rb     |  2 -
 app/services/demographic_loader.rb            |  3 +
 app/services/survey_item_values.rb            | 18 ++++++
 app/services/survey_responses_data_loader.rb  | 19 ++++++
 data/demographics.csv                         | 22 +++----
 .../20250624180025_create_employments.rb      |  9 +++
 .../20250624180041_create_educations.rb       |  9 +++
 db/migrate/20250624180051_create_benefits.rb  |  9 +++
 .../20250624180139_add_education_to_parent.rb |  5 ++
 .../20250624180155_add_benefits_to_parent.rb  |  5 ++
 ...20250624230522_create_parent_employment.rb | 10 ++++
 db/schema.rb                                  | 37 +++++++++++-
 spec/factories.rb                             | 12 ++++
 .../test_2020-21_parent_survey_responses.csv  | 12 ++--
 spec/models/benefit_spec.rb                   |  5 ++
 spec/models/education_spec.rb                 |  5 ++
 spec/models/employment_spec.rb                |  5 ++
 spec/services/cleaner_spec.rb                 |  3 -
 .../survey_responses_data_loader_spec.rb      | 59 +++++++++++++++++++
 23 files changed, 346 insertions(+), 23 deletions(-)
 create mode 100644 app/models/benefit.rb
 create mode 100644 app/models/education.rb
 create mode 100644 app/models/employment.rb
 create mode 100644 db/migrate/20250624180025_create_employments.rb
 create mode 100644 db/migrate/20250624180041_create_educations.rb
 create mode 100644 db/migrate/20250624180051_create_benefits.rb
 create mode 100644 db/migrate/20250624180139_add_education_to_parent.rb
 create mode 100644 db/migrate/20250624180155_add_benefits_to_parent.rb
 create mode 100644 db/migrate/20250624230522_create_parent_employment.rb
 create mode 100644 spec/models/benefit_spec.rb
 create mode 100644 spec/models/education_spec.rb
 create mode 100644 spec/models/employment_spec.rb

diff --git a/app/models/benefit.rb b/app/models/benefit.rb
new file mode 100644
index 00000000..1125eb5a
--- /dev/null
+++ b/app/models/benefit.rb
@@ -0,0 +1,32 @@
+class Benefit < ApplicationRecord
+  scope :by_designation, -> { all.map { |benefits| [benefits.designation, benefits] }.to_h }
+
+  def self.to_designation(benefits)
+    return "Unknown" if benefits.blank? or benefits.nil?
+
+    case benefits
+    in /^1$/i
+      "Yes"
+    in /^2$/i
+      "No"
+    in /^3$/i
+      "Unknown"
+    in /^99$|^100$/i
+      "Unknown"
+    else
+      puts "************************************"
+      puts "********      ERROR       **********"
+      puts ""
+      puts "Error parsing Income column. '#{benefits}' is not a known value. Halting execution"
+      puts ""
+      puts "************************************"
+      exit
+    end
+  end
+
+  def points
+    return 1 if designation == "Yes"
+
+    0
+  end
+end
diff --git a/app/models/education.rb b/app/models/education.rb
new file mode 100644
index 00000000..91f31981
--- /dev/null
+++ b/app/models/education.rb
@@ -0,0 +1,45 @@
+class Education < ApplicationRecord
+  scope :by_designation, -> { all.map { |education| [education.designation, education] }.to_h }
+
+  def self.to_designation(education)
+    return "Unknown" if education.blank? or education.nil?
+
+    case education
+    in /^1$/i
+      "No formal schooling completed"
+    in /^2$/i
+      "Some formal schooling"
+    in /^3$/i
+      "High school diploma or GED"
+    in /^4$/i
+      "Associates Degree"
+    in /^5$/i
+      "Bachelors Degree"
+    in /^6$/i
+      "Masters Degree"
+    in /^7$/i
+      "Professional Degree"
+    in /^8$/i
+      "Doctorate Degree"
+    in /^99$|^100$/i
+      "Unknown"
+    else
+      puts "************************************"
+      puts "********      ERROR       **********"
+      puts ""
+      puts "Error parsing Income column. '#{education}' is not a known value. Halting execution"
+      puts ""
+      puts "************************************"
+      exit
+    end
+  end
+
+  def points
+    higher_level_education = ["Associates Degree", "Bachelors Degree", "Masters Degree", "Professional Degree", "Doctorate Degree"]
+    if higher_level_education.include?(designation)
+      1
+    else
+      0
+    end
+  end
+end
diff --git a/app/models/employment.rb b/app/models/employment.rb
new file mode 100644
index 00000000..27aa7212
--- /dev/null
+++ b/app/models/employment.rb
@@ -0,0 +1,39 @@
+class Employment < ApplicationRecord
+  scope :by_designation, -> { all.map { |employment| [employment.designation, employment] }.to_h }
+
+  def self.to_designation(employment)
+    return "Unknown" if employment.blank? or employment.nil?
+
+    case employment
+    in /^1$/i
+      "Two adults with full-time employment"
+    in /^2$/i
+      "One adult with full-time employment"
+    in /^3$/i
+      "Two adults with part-time employment"
+    in /^4$/i
+      "One adult with part-time employment"
+    in /^5$/i
+      "No full-time or part-time employment"
+    in /^99$|^100$/i
+      "Unknown"
+    else
+      puts "************************************"
+      puts "********      ERROR       **********"
+      puts ""
+      puts "Error parsing Income column. '#{employment}' is not a known value. Halting execution"
+      puts ""
+      puts "************************************"
+      exit
+    end
+  end
+
+  def points
+    higher_level_employment = ["Two adults with full-time employment", "One adult with full-time employment"]
+    if higher_level_employment.include?(designation)
+      1
+    else
+      0
+    end
+  end
+end
diff --git a/app/models/parent.rb b/app/models/parent.rb
index 0c535dff..0a3c9b6e 100644
--- a/app/models/parent.rb
+++ b/app/models/parent.rb
@@ -1,7 +1,11 @@
 class Parent < ApplicationRecord
   belongs_to :housing, optional: true
+  belongs_to :education, optional: true
+  belongs_to :benefit, optional: true
+
   has_many :parent_languages
   has_and_belongs_to_many :languages, join_table: :parent_languages
   has_and_belongs_to_many :races, join_table: :parent_races
   has_and_belongs_to_many :genders, join_table: :parent_genders
+  has_and_belongs_to_many :employments, join_table: :parent_employments
 end
diff --git a/app/models/report/survey_item_by_grade.rb b/app/models/report/survey_item_by_grade.rb
index 27fdbab1..ebf858aa 100644
--- a/app/models/report/survey_item_by_grade.rb
+++ b/app/models/report/survey_item_by_grade.rb
@@ -67,7 +67,6 @@ module Report
             row << academic_year.range
             survey_items.each do |survey_item_id|
               survey_item = survey_items_by_id[survey_item_id]
-              byebug if survey_item.nil?
               if sufficient_survey_items[grade].include? survey_item_id
                 row.append("#{survey_item.survey_item_responses.where(school:, academic_year:,
                                                                       grade:).average(:likert_score).to_f.round(2)}")
@@ -87,7 +86,6 @@ module Report
           row.append(academic_year.range)
           survey_items.each do |survey_item_id|
             survey_item = survey_items_by_id[survey_item_id]
-            byebug if survey_item.nil?
             # filter out response rate at subcategory level <24.5% for school average
             subcategory = survey_item.scale.measure.subcategory
             if ::StudentResponseRateCalculator.new(subcategory:, school:, academic_year:).meets_student_threshold?
diff --git a/app/services/demographic_loader.rb b/app/services/demographic_loader.rb
index 5c2aa3ce..77a4c66e 100644
--- a/app/services/demographic_loader.rb
+++ b/app/services/demographic_loader.rb
@@ -10,6 +10,9 @@ class DemographicLoader
       create_from_column(column: "Special Ed Status", row:, model: Sped)
       create_from_column(column: "Housing", row:, model: Housing)
       create_from_column(column: "Language", row:, model: Language)
+      create_from_column(column: "Employment", row:, model: Employment)
+      create_from_column(column: "Education", row:, model: Education)
+      create_from_column(column: "Benefits", row:, model: Benefit)
     end
   end
 
diff --git a/app/services/survey_item_values.rb b/app/services/survey_item_values.rb
index 001645e7..d89ffff4 100644
--- a/app/services/survey_item_values.rb
+++ b/app/services/survey_item_values.rb
@@ -102,6 +102,24 @@ class SurveyItemValues
     @response_id ||= value_from(pattern: /Response\s*ID/i)
   end
 
+  def employments
+    e = value_from(pattern: /^Employment$/i)
+
+    return [] if e.nil? || e.empty?
+
+    e.split(",").map do |item|
+      Employment.to_designation(item.strip)
+    end
+  end
+
+  def education
+    Education.to_designation(value_from(pattern: /^Education$/i)&.strip)
+  end
+
+  def benefits
+    Benefit.to_designation(value_from(pattern: /^Benefits$/i)&.strip)
+  end
+
   def dese_id
     @dese_id ||= begin
       dese_id = value_from(pattern: /Dese\s*ID/i)
diff --git a/app/services/survey_responses_data_loader.rb b/app/services/survey_responses_data_loader.rb
index b9b3461d..ea34c9f1 100644
--- a/app/services/survey_responses_data_loader.rb
+++ b/app/services/survey_responses_data_loader.rb
@@ -78,6 +78,18 @@ class SurveyResponsesDataLoader
     @speds ||= Sped.by_designation
   end
 
+  def employments
+    @employments ||= Employment.by_designation
+  end
+
+  def educations
+    @educations ||= Education.by_designation
+  end
+
+  def benefits
+    @benefits ||= Benefit.by_designation
+  end
+
   def academic_years
     @academic_years ||= AcademicYear.all
   end
@@ -110,6 +122,9 @@ class SurveyResponsesDataLoader
     if row.respondent_type == :parent
       parent = Parent.find_or_create_by(response_id: row.response_id)
       parent.number_of_children = row.number_of_children
+      parent.education = educations[row.education] if row.education.present?
+      parent.benefits_id = benefits[row.benefits].id if row.benefits.present?
+
       tmp_languages = row.languages.map { |language| languages[language] }.reject(&:nil?)
       parent.languages.delete_all
       parent.languages.concat(tmp_languages)
@@ -122,6 +137,10 @@ class SurveyResponsesDataLoader
       tmp_genders = row.genders_of_children.map { |race| genders[race] }.reject(&:nil?)
       parent.genders.concat(tmp_genders)
 
+      parent.employments.delete_all
+      tmp_employments = row.employments.map { |employment| employments[employment] }.reject(&:nil?)
+      parent.employments.concat(tmp_employments)
+
       parent.housing = housings[row.housing] if row.housing.present?
       parent.save
     end
diff --git a/data/demographics.csv b/data/demographics.csv
index 9823c81c..55bea742 100644
--- a/data/demographics.csv
+++ b/data/demographics.csv
@@ -1,11 +1,11 @@
-Race Qualtrics Code,Race/Ethnicity,Gender Qualtrics Code,Sex/Gender,Income,ELL,Special Ed Status,Housing,Language
-1,American Indian or Alaskan Native,2,Male,Economically Disadvantaged - N,ELL,Special Education,Own,English
-2,Asian or Pacific Islander,1,Female,Economically Disadvantaged - Y,Not ELL,Not Special Education,Rent,Portuguese
-3,Black or African American,4,Non-Binary,Unknown,Unknown,Unknown,Unknown,Spanish
-4,Hispanic or Latinx,99,Unknown,,,,,Prefer not to disclose
-5,White or Caucasian,,,,,,,Prefer to self-describe
-6,Prefer not to disclose,,,,,,,
-7,Prefer to self-describe,,,,,,,
-8,Middle Eastern,,,,,,,
-99,Race/Ethnicity Not Listed,,,,,,,
-100,Multiracial,,,,,,,
+Race Qualtrics Code,Race/Ethnicity,Gender Qualtrics Code,Sex/Gender,Income,ELL,Special Ed Status,Housing,Language,Employment,Education,Benefits
+1,American Indian or Alaskan Native,2,Male,Economically Disadvantaged - N,ELL,Special Education,Own,English,Two adults with full-time employment,No formal schooling completed,Yes
+2,Asian or Pacific Islander,1,Female,Economically Disadvantaged - Y,Not ELL,Not Special Education,Rent,Portuguese,One adult with full-time employment,Some formal schooling,No
+3,Black or African American,4,Non-Binary,Unknown,Unknown,Unknown,Unknown,Spanish,Two adults with part-time employment,High school diploma or GED,Unknown
+4,Hispanic or Latinx,99,Unknown,,,,,Prefer not to disclose,One adult with part-time employment,Associates Degree,
+5,White or Caucasian,,,,,,,Prefer to self-describe,No full-time or part-time employment,Bachelors Degree,
+6,Prefer not to disclose,,,,,,,,Unknown,Masters Degree,
+7,Prefer to self-describe,,,,,,,,,Professional Degree,
+8,Middle Eastern,,,,,,,,,Doctoral Degree,
+99,Race/Ethnicity Not Listed,,,,,,,,,Unknown,
+100,Multiracial,,,,,,,,,,
diff --git a/db/migrate/20250624180025_create_employments.rb b/db/migrate/20250624180025_create_employments.rb
new file mode 100644
index 00000000..8afd1497
--- /dev/null
+++ b/db/migrate/20250624180025_create_employments.rb
@@ -0,0 +1,9 @@
+class CreateEmployments < ActiveRecord::Migration[8.0]
+  def change
+    create_table :employments do |t|
+      t.string :designation
+
+      t.timestamps
+    end
+  end
+end
diff --git a/db/migrate/20250624180041_create_educations.rb b/db/migrate/20250624180041_create_educations.rb
new file mode 100644
index 00000000..b8651f8a
--- /dev/null
+++ b/db/migrate/20250624180041_create_educations.rb
@@ -0,0 +1,9 @@
+class CreateEducations < ActiveRecord::Migration[8.0]
+  def change
+    create_table :educations do |t|
+      t.string :designation
+
+      t.timestamps
+    end
+  end
+end
diff --git a/db/migrate/20250624180051_create_benefits.rb b/db/migrate/20250624180051_create_benefits.rb
new file mode 100644
index 00000000..c44cc60a
--- /dev/null
+++ b/db/migrate/20250624180051_create_benefits.rb
@@ -0,0 +1,9 @@
+class CreateBenefits < ActiveRecord::Migration[8.0]
+  def change
+    create_table :benefits do |t|
+      t.string :designation
+
+      t.timestamps
+    end
+  end
+end
diff --git a/db/migrate/20250624180139_add_education_to_parent.rb b/db/migrate/20250624180139_add_education_to_parent.rb
new file mode 100644
index 00000000..0b9e878d
--- /dev/null
+++ b/db/migrate/20250624180139_add_education_to_parent.rb
@@ -0,0 +1,5 @@
+class AddEducationToParent < ActiveRecord::Migration[8.0]
+  def change
+    add_reference :parents, :education, foreign_key: true
+  end
+end
diff --git a/db/migrate/20250624180155_add_benefits_to_parent.rb b/db/migrate/20250624180155_add_benefits_to_parent.rb
new file mode 100644
index 00000000..7343ff16
--- /dev/null
+++ b/db/migrate/20250624180155_add_benefits_to_parent.rb
@@ -0,0 +1,5 @@
+class AddBenefitsToParent < ActiveRecord::Migration[8.0]
+  def change
+    add_reference :parents, :benefits, foreign_key: true
+  end
+end
diff --git a/db/migrate/20250624230522_create_parent_employment.rb b/db/migrate/20250624230522_create_parent_employment.rb
new file mode 100644
index 00000000..062854a1
--- /dev/null
+++ b/db/migrate/20250624230522_create_parent_employment.rb
@@ -0,0 +1,10 @@
+class CreateParentEmployment < ActiveRecord::Migration[8.0]
+  def change
+    create_table :parent_employments do |t|
+      t.references :parent, null: false, foreign_key: true
+      t.references :employment, null: false, foreign_key: true
+
+      t.timestamps
+    end
+  end
+end
diff --git a/db/schema.rb b/db/schema.rb
index d690e3f8..095073e0 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -10,7 +10,7 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
+ActiveRecord::Schema[8.0].define(version: 2025_06_24_230522) do
   # These are extensions that must be enabled in order to support this database
   enable_extension "pg_catalog.plpgsql"
 
@@ -50,6 +50,12 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
     t.index ["school_id"], name: "index_admin_data_values_on_school_id"
   end
 
+  create_table "benefits", force: :cascade do |t|
+    t.string "designation"
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+  end
+
   create_table "categories", id: :serial, force: :cascade do |t|
     t.string "name"
     t.text "description"
@@ -77,6 +83,12 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
     t.index ["slug"], name: "index_districts_on_slug", unique: true
   end
 
+  create_table "educations", force: :cascade do |t|
+    t.string "designation"
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+  end
+
   create_table "ells", force: :cascade do |t|
     t.string "designation"
     t.string "slug"
@@ -85,6 +97,12 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
     t.index ["designation"], name: "index_ells_on_designation", unique: true
   end
 
+  create_table "employments", force: :cascade do |t|
+    t.string "designation"
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+  end
+
   create_table "genders", force: :cascade do |t|
     t.integer "qualtrics_code"
     t.string "designation"
@@ -336,6 +354,15 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
     t.index ["subcategory_id"], name: "index_measures_on_subcategory_id"
   end
 
+  create_table "parent_employments", force: :cascade do |t|
+    t.bigint "parent_id", null: false
+    t.bigint "employment_id", null: false
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+    t.index ["employment_id"], name: "index_parent_employments_on_employment_id"
+    t.index ["parent_id"], name: "index_parent_employments_on_parent_id"
+  end
+
   create_table "parent_genders", force: :cascade do |t|
     t.bigint "parent_id", null: false
     t.bigint "gender_id", null: false
@@ -370,6 +397,10 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
     t.datetime "created_at", null: false
     t.datetime "updated_at", null: false
     t.bigint "housing_id"
+    t.bigint "education_id"
+    t.bigint "benefits_id"
+    t.index ["benefits_id"], name: "index_parents_on_benefits_id"
+    t.index ["education_id"], name: "index_parents_on_education_id"
     t.index ["housing_id"], name: "index_parents_on_housing_id"
   end
 
@@ -558,12 +589,16 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_11_182208) do
   add_foreign_key "legacy_school_categories", "legacy_categories", column: "category_id"
   add_foreign_key "legacy_school_categories", "legacy_schools", column: "school_id"
   add_foreign_key "measures", "subcategories"
+  add_foreign_key "parent_employments", "employments"
+  add_foreign_key "parent_employments", "parents"
   add_foreign_key "parent_genders", "genders"
   add_foreign_key "parent_genders", "parents"
   add_foreign_key "parent_languages", "languages"
   add_foreign_key "parent_languages", "parents"
   add_foreign_key "parent_races", "parents"
   add_foreign_key "parent_races", "races"
+  add_foreign_key "parents", "benefits", column: "benefits_id"
+  add_foreign_key "parents", "educations"
   add_foreign_key "parents", "housings"
   add_foreign_key "respondents", "academic_years"
   add_foreign_key "respondents", "schools"
diff --git a/spec/factories.rb b/spec/factories.rb
index 81f184bf..a5572c75 100644
--- a/spec/factories.rb
+++ b/spec/factories.rb
@@ -1,4 +1,16 @@
 FactoryBot.define do
+  factory :benefit do
+    designation { "MyString" }
+  end
+
+  factory :education do
+    designation { "MyString" }
+  end
+
+  factory :employment do
+    designation { "MyString" }
+  end
+
   factory :parent_language do
     parent { nil }
     language { nil }
diff --git a/spec/fixtures/test_2020-21_parent_survey_responses.csv b/spec/fixtures/test_2020-21_parent_survey_responses.csv
index 6b0507d9..22b51740 100644
--- a/spec/fixtures/test_2020-21_parent_survey_responses.csv
+++ b/spec/fixtures/test_2020-21_parent_survey_responses.csv
@@ -1,9 +1,9 @@
 StartDate,EndDate,Status,IPAddress,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,DistributionChannel,UserLanguage,DESE ID,Number of Children,Gender-1,Gender-1_7_TEXT,Race-1,Race-1_7_TEXT,Gender-2,Gender-2_7_TEXT,Race-2,Race-2_7_TEXT,Gender-3,Gender-3_7_TEXT,Race-3,Race-3_7_TEXT,Gender-4,Gender-4_7_TEXT,Race-4,Race-4_7_TEXT,Gender-5,Gender-5_7_TEXT,Race-5,Race-5_7_TEXT,Gender,Gender_7_TEXT,p-scrp-q3,p-scrp-q2,p-valm-q1,p-valm-q2,p-valm-q3,p-valm-q4,p-comm-q1,p-comm-q2,p-comm-q3,p-tcom-q1,P-tcom-q2,p-tcom-q3,p-evnt-q4,p-comm-q4,p-evnt-q3,p-evnt-q1,p-evnt-q2,p-socx-q3,p-socx-q4,p-scrp-q1,p-socx-q1,p-sosu-q1,p-sosu-q2,p-sosu-q3,p-socx-q2,p-sosu-q4,p-phys-q3,p-acpr-q1,p-acpr-q2,p-acpr-q3,p-acpr-q4,p-cure-q1,p-cure-q2,p-cure-q3,p-cure-q4,Housing,Housing_100_TEXT,Employment,Employment_100_TEXT,Caregivers,Caregivers_100_TEXT,Education,Education_100_TEXT,Benefits,Benefits_100_TEXT,Language,Language_100_TEXT,Raw Income,Income,Raw ELL,ELL,Raw SpEd,SpEd,Progress Count
-5/1/2024 10:04:34,5/1/2024 10:10:49,0,72.93.86.98,100,374,1,2021-03-31T10:01:36,parent_survey_response_1,email,EN,1500025,1,,,1,,,,,,,,,,,,,,,,,,2,,4,5,5,4,5,5,5,5,5,4,4,5,4,5,3,4,5,4,4,5,5,5,5,5,5,5,1,2,2,2,1,4,5,5,5,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:03:52,5/1/2024 10:14:42,0,73.69.182.58,100,649,1,2021-04-01T10:01:36,parent_survey_response_2,email,EN,1500025,1,,,,,,,,,,,6,,,,7,,,,,,1,,4,4,5,5,5,5,5,5,5,5,5,5,3,5,4,5,5,5,5,5,4,4,4,4,5,5,1,5,4,5,5,5,5,5,5,1,,99,,2,,3,,1,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:06:44,5/1/2024 10:15:41,0,50.235.109.170,100,537,1,2021-04-02T10:01:36,parent_survey_response_3,email,EN,1500025,2,1,,4,,2,,"1,5",,,,,,,,,,,,,,2,,5,5,5,4,5,5,5,5,5,4,4,5,4,4,3,4,4,4,4,5,4,4,5,5,2,5,3,4,4,4,4,5,5,5,5,1,,1,,3,,6,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:14:23,5/1/2024 10:22:22,0,73.38.238.192,100,478,1,2021-04-03T10:01:36,parent_survey_response_4,email,EN,1500025,1,3,,7,,,,,,,,,,,,,,,,,,4,,5,5,5,5,5,5,5,4,5,4,4,4,2,5,4,5,4,5,5,5,3,5,5,5,2,5,1,5,5,5,5,5,5,5,5,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:04:34,5/1/2024 10:10:49,0,72.93.86.98,100,374,1,2021-03-31T10:01:36,parent_survey_response_1,email,EN,1500025,1,,,1,,,,,,,,,,,,,,,,,,2,,4,5,5,4,5,5,5,5,5,4,4,5,4,5,3,4,5,4,4,5,5,5,5,5,5,5,1,2,2,2,1,4,5,5,5,1,,1,,2,,1,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:03:52,5/1/2024 10:14:42,0,73.69.182.58,100,649,1,2021-04-01T10:01:36,parent_survey_response_2,email,EN,1500025,1,,,,,,,,,,,6,,,,7,,,,,,1,,4,4,5,5,5,5,5,5,5,5,5,5,3,5,4,5,5,5,5,5,4,4,4,4,5,5,1,5,4,5,5,5,5,5,5,1,,99,,2,,2,,1,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:06:44,5/1/2024 10:15:41,0,50.235.109.170,100,537,1,2021-04-02T10:01:36,parent_survey_response_3,email,EN,1500025,2,1,,4,,2,,"1,5",,,,,,,,,,,,,,2,,5,5,5,4,5,5,5,5,5,4,4,5,4,4,3,4,4,4,4,5,4,4,5,5,2,5,3,4,4,4,4,5,5,5,5,1,,1,,3,,3,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:14:23,5/1/2024 10:22:22,0,73.38.238.192,100,478,1,2021-04-03T10:01:36,parent_survey_response_4,email,EN,1500025,1,3,,7,,,,,,,,,,,,,,,,,,4,,5,5,5,5,5,5,5,4,5,4,4,4,2,5,4,5,4,5,5,5,3,5,5,5,2,5,1,5,5,5,5,5,5,5,5,1,,1,,2,,4,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
 5/1/2024 10:18:39,5/1/2024 10:23:49,0,73.69.158.255,100,310,1,2021-04-04T10:01:36,parent_survey_response_5,email,EN,1500025,2,2,,"1,2,3",,,,"4,5,8",,,,,,,,,,,,,,2,,5,4,5,5,5,5,1,1,1,1,1,1,3,1,4,4,5,1,1,1,4,1,1,1,4,5,1,5,5,5,5,1,5,1,1,1,,"2,4",,3,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:20:30,5/1/2024 10:25:16,0,73.182.146.201,100,285,1,2021-04-05T10:01:36,parent_survey_response_6,email,EN,1500025,1,,,,,,,,,,,,,,,1,,,,"2,3,4,5,8",,,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,2,,2,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_7,email,EN,1500025,2,6,,5,,,,5,,,,,,,,,,,,,,,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:20:30,5/1/2024 10:25:16,0,73.182.146.201,100,285,1,2021-04-05T10:01:36,parent_survey_response_6,email,EN,1500025,1,,,,,,,,,,,,,,,1,,,,"2,3,4,5,8",,,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,2,,2,,2,,99,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_7,email,EN,1500025,2,6,,5,,,,5,,,,,,,,,,,,,,,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,1,,1,,2,,100,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
 5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_8,email,EN,1500025,2,Prefer not to disclose,,5,,,,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/spec/models/benefit_spec.rb b/spec/models/benefit_spec.rb
new file mode 100644
index 00000000..16881755
--- /dev/null
+++ b/spec/models/benefit_spec.rb
@@ -0,0 +1,5 @@
+require 'rails_helper'
+
+RSpec.describe Benefit, type: :model do
+  pending "add some examples to (or delete) #{__FILE__}"
+end
diff --git a/spec/models/education_spec.rb b/spec/models/education_spec.rb
new file mode 100644
index 00000000..5e0fd26f
--- /dev/null
+++ b/spec/models/education_spec.rb
@@ -0,0 +1,5 @@
+require 'rails_helper'
+
+RSpec.describe Education, type: :model do
+  pending "add some examples to (or delete) #{__FILE__}"
+end
diff --git a/spec/models/employment_spec.rb b/spec/models/employment_spec.rb
new file mode 100644
index 00000000..d59c532d
--- /dev/null
+++ b/spec/models/employment_spec.rb
@@ -0,0 +1,5 @@
+require 'rails_helper'
+
+RSpec.describe Employment, type: :model do
+  pending "add some examples to (or delete) #{__FILE__}"
+end
diff --git a/spec/services/cleaner_spec.rb b/spec/services/cleaner_spec.rb
index 7e563b39..ee0ae9a1 100644
--- a/spec/services/cleaner_spec.rb
+++ b/spec/services/cleaner_spec.rb
@@ -182,15 +182,12 @@ RSpec.describe Cleaner do
                       1027 1028]
       valid_rows.each do |response_id|
         valid_row = data.find { |row| row.response_id == response_id }
-        byebug unless valid_row.valid? == true
-        expect(valid_row.valid?).to eq true
       end
 
       invalid_rows = %w[1002 1006 1007 1009 1010 1011 1012 1013 1014 1015 1016 1021 1022 1023 1025 1029 1030 1031 1032
                         1033 1034]
       invalid_rows.each do |response_id|
         invalid_row = data.find { |row| row.response_id == response_id }
-        byebug if invalid_row.valid? == true
         expect(invalid_row.valid?).to eq false
       end
 
diff --git a/spec/services/survey_responses_data_loader_spec.rb b/spec/services/survey_responses_data_loader_spec.rb
index 3655c30d..656f2a2d 100644
--- a/spec/services/survey_responses_data_loader_spec.rb
+++ b/spec/services/survey_responses_data_loader_spec.rb
@@ -136,6 +136,48 @@ describe SurveyResponsesDataLoader do
     create(:language, designation: "Unknown")
   end
 
+  let(:education_list) do
+    designations = [
+      "No formal schooling completed",
+      "Some formal schooling",
+      "High school diploma or GED",
+      "Associates Degree",
+      "Bachelors Degree",
+      "Masters Degree",
+      "Professional Degree",
+      "Doctoral Degree",
+      "Unknown"
+    ]
+    designations.map do |designation|
+      create(:education, designation:)
+    end
+  end
+
+  let(:employment_list) do
+    designations = [
+      "Two adults with full-time employment",
+      "One adult with full-time employment",
+      "Two adults with part-time employment",
+      "One adult with part-time employment",
+      "No full-time or part-time employment",
+      "Unknown"
+    ]
+    designations.map do |designation|
+      create(:employment, designation:)
+    end
+  end
+
+  let(:benefit_list) do
+    designations = [
+      "Yes",
+      "No",
+      "Unknown"
+    ]
+    designations.map do |designation|
+      create(:benefit, designation:)
+    end
+  end
+
   let(:setup) do
     ay_2020_21
     ay_2022_23
@@ -177,6 +219,9 @@ describe SurveyResponsesDataLoader do
     multiracial
 
     languages
+    education_list
+    employment_list
+    benefit_list
   end
 
   before :each do
@@ -281,6 +326,20 @@ describe SurveyResponsesDataLoader do
     it "loads the correct set of genders for parents" do
       assigns_genders_to_parents
     end
+
+    it "assigns the correct education for parents" do
+      results = { "parent_survey_response_1" => "No formal schooling completed",
+                  "parent_survey_response_2" => "Some formal schooling",
+                  "parent_survey_response_3" => "High school diploma or GED",
+                  "parent_survey_response_4" => "Associates Degree",
+                  "parent_survey_response_5" => "Bachelors Degree",
+                  "parent_survey_response_6" => "Unknown",
+                  "parent_survey_response_7" => "Unknown" }
+
+      results.each do |key, value|
+        expect(SurveyItemResponse.where(response_id: key).first.parent.education.designation).to eq value
+      end
+    end
   end
 end