Modify behavior of insufficient data indicators for admin data items. Now we show indicators in line with the admin data item descriptions to indicate which items are missing data

CHANGELOG.md

@@ -60,3 +60,5 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [Unreleased]
 
 ### Added
+
+- Modify behavior of insufficient data indicators for admin data items. Now we show indicators in line with the admin data item descriptions to indicate which items are missing data

app/models/data_availability.rb

@@ -0,0 +1,2 @@
+class DataAvailability < Struct.new(:id, :description, :available?)
+end

app/models/measure.rb

@@ -63,7 +63,7 @@ class Measure < ActiveRecord::Base
     @score ||= Hash.new do |memo, (school, academic_year)|
       meets_student_threshold = sufficient_student_data?(school:, academic_year:)
       meets_teacher_threshold = sufficient_teacher_data?(school:, academic_year:)
-      meets_admin_data_threshold = all_admin_data_collected?(school:, academic_year:)
+      meets_admin_data_threshold = any_admin_data_collected?(school:, academic_year:)
       lacks_sufficient_survey_data = !meets_student_threshold && !meets_teacher_threshold
       incalculable_score = lacks_sufficient_survey_data && !includes_admin_data_items?
 
@@ -137,17 +137,18 @@ class Measure < ActiveRecord::Base
     @ideal_low_benchmark ||= benchmark(:ideal_low_benchmark)
   end
 
-  def all_admin_data_collected?(school:, academic_year:)
-    @all_admin_data_collected ||= Hash.new do |memo, (school, academic_year)|
-      total_possible_admin_data_items = scales.map { |scale| scale.admin_data_items.count }.sum
+  private
+
+  def any_admin_data_collected?(school:, academic_year:)
+    @any_admin_data_collected ||= Hash.new do |memo, (school, academic_year)|
       total_collected_admin_data_items = scales.map do |scale|
         scale.admin_data_items.map do |admin_data_item|
           admin_data_item.admin_data_values.where(school:, academic_year:).count
         end
       end.flatten.sum
-      memo[[school, academic_year]] = total_possible_admin_data_items == total_collected_admin_data_items
+      memo[[school, academic_year]] = total_collected_admin_data_items > 0
     end
-    @all_admin_data_collected[[school, academic_year]]
+    @any_admin_data_collected[[school, academic_year]]
   end
 
   def sufficient_survey_responses?(school:, academic_year:)
@@ -158,12 +159,10 @@ class Measure < ActiveRecord::Base
     @sufficient_survey_responses[[school, academic_year]]
   end
 
-  private
-
   def scorify(average:, school:, academic_year:)
     meets_student_threshold = sufficient_student_data?(school:, academic_year:)
     meets_teacher_threshold = sufficient_teacher_data?(school:, academic_year:)
-    meets_admin_data_threshold = all_admin_data_collected?(school:, academic_year:)
+    meets_admin_data_threshold = any_admin_data_collected?(school:, academic_year:)
     Score.new(average, meets_teacher_threshold, meets_student_threshold, meets_admin_data_threshold)
   end
 

app/presenters/admin_data_presenter.rb

@@ -1,6 +1,6 @@
 class AdminDataPresenter < DataItemPresenter
-  def initialize(measure_id:, admin_data_items:, has_sufficient_data:)
-    super(measure_id:, has_sufficient_data:)
+  def initialize(measure_id:, admin_data_items:, has_sufficient_data:, school:, academic_year:)
+    super(measure_id:, has_sufficient_data:, school:, academic_year:)
     @admin_data_items = admin_data_items
   end
 
@@ -19,4 +19,11 @@ class AdminDataPresenter < DataItemPresenter
   def reason_for_insufficiency
     'limited availability'
   end
+
+  def descriptions_and_availability
+    @admin_data_items.map do |admin_data_item|
+      DataAvailability.new(admin_data_item.admin_data_item_id, admin_data_item.description,
+                           admin_data_item.admin_data_values.where(school:, academic_year:).count > 0)
+    end
+  end
 end

app/presenters/data_item_presenter.rb

@@ -1,7 +1,11 @@
 class DataItemPresenter
-  def initialize(measure_id:, has_sufficient_data:)
+  attr_reader :measure_id, :has_sufficient_data, :school, :academic_year
+
+  def initialize(measure_id:, has_sufficient_data:, school:, academic_year:)
     @measure_id = measure_id
     @has_sufficient_data = has_sufficient_data
+    @school = school
+    @academic_year = academic_year
   end
 
   def data_item_accordion_id

app/presenters/measure_presenter.rb

@@ -1,4 +1,6 @@
 class MeasurePresenter
+  attr_reader :measure, :academic_year, :school
+
   def initialize(measure:, academic_year:, school:)
     @measure = measure
     @academic_year = academic_year
@@ -29,15 +31,15 @@ class MeasurePresenter
     [].tap do |array|
       if @measure.student_survey_items.any?
         array << StudentSurveyPresenter.new(measure_id: @measure.measure_id, survey_items: @measure.student_survey_items,
-                                            has_sufficient_data: score_for_measure.meets_student_threshold?)
+                                            has_sufficient_data: score_for_measure.meets_student_threshold?, school:, academic_year:)
       end
       if @measure.teacher_survey_items.any?
         array << TeacherSurveyPresenter.new(measure_id: @measure.measure_id, survey_items: @measure.teacher_survey_items,
-                                            has_sufficient_data: score_for_measure.meets_teacher_threshold?)
+                                            has_sufficient_data: score_for_measure.meets_teacher_threshold?, school:, academic_year:)
       end
       if @measure.admin_data_items.any?
         array << AdminDataPresenter.new(measure_id: @measure.measure_id,
-                                        admin_data_items: @measure.admin_data_items, has_sufficient_data: score_for_measure.meets_admin_data_threshold?)
+                                        admin_data_items: @measure.admin_data_items, has_sufficient_data: score_for_measure.meets_admin_data_threshold?, school:, academic_year:)
       end
     end
   end

app/presenters/student_survey_presenter.rb

@@ -1,6 +1,6 @@
 class StudentSurveyPresenter < DataItemPresenter
-  def initialize(measure_id:, survey_items:, has_sufficient_data:)
-    super(measure_id:, has_sufficient_data:)
+  def initialize(measure_id:, survey_items:, has_sufficient_data:, school:, academic_year:)
+    super(measure_id:, has_sufficient_data:, school:, academic_year:)
     @survey_items = survey_items
   end
 
@@ -19,4 +19,10 @@ class StudentSurveyPresenter < DataItemPresenter
   def reason_for_insufficiency
     'low response rate'
   end
+
+  def descriptions_and_availability
+    @survey_items.map do |survey_item|
+      DataAvailability.new(survey_item.survey_item_id, survey_item.prompt, true)
+    end
+  end
 end

app/presenters/teacher_survey_presenter.rb

@@ -1,6 +1,6 @@
 class TeacherSurveyPresenter < DataItemPresenter
-  def initialize(measure_id:, survey_items:, has_sufficient_data:)
-    super(measure_id:, has_sufficient_data:)
+  def initialize(measure_id:, survey_items:, has_sufficient_data:, school:, academic_year:)
+    super(measure_id:, has_sufficient_data:, school:, academic_year:)
     @survey_items = survey_items
   end
 
@@ -21,4 +21,10 @@ class TeacherSurveyPresenter < DataItemPresenter
   def reason_for_insufficiency
     'low response rate'
   end
+
+  def descriptions_and_availability
+    @survey_items.map do |survey_item|
+      DataAvailability.new(survey_item.survey_item_id, survey_item.prompt, true)
+    end
+  end
 end

app/views/categories/_data_item_section.html.erb

@@ -9,7 +9,7 @@
     >
       <%= data_item_section.title %>
       <% unless data_item_section.sufficient_data? %>
-        &nbsp;<i class="fa-solid fa-circle-exclamation"></i>
+        &nbsp;<i class="fa-solid fa-circle-exclamation" data-exclamation-point="<%= data_item_section.id  %>"></i>
       <% end %>
     </button>
   </h3>
@@ -22,13 +22,17 @@
   >
     <div class="accordion-body measure-accordion-body font-cabin font-size-14 weight-400">
       <% unless data_item_section.sufficient_data? %>
-        <div class="alert alert-secondary" role="alert">
+        <div class="alert alert-secondary" role="alert" data-insufficient-data-message="<%= data_item_section.id + '-' + data_item_section.reason_for_insufficiency  %>">
           Data not included due to <%= data_item_section.reason_for_insufficiency %>
         </div>
       <% end %>
       <ul>
-        <% data_item_section.item_descriptions.each do |description| %>
-          <li><%= description %></li>
+        <% data_item_section.descriptions_and_availability.each do |data| %>
+          <li><%= data.description %>
+              <% unless data.available? %>
+                &nbsp;<i class="fa-solid fa-circle-exclamation" data-missing-data="<%= data.id %>"></i>
+              <% end %>
+          </li>
         <% end %>
       </ul>
     </div>

spec/fixtures/sample_admin_data.csv

@@ -10,5 +10,4 @@ Winchester,Winchester High School,3440505,3-A-i,a-reso-i1,Average class size,17,
 Attleboro,Attleboro High School,160505,3-A-ii,a-sust-i3,Student to instructional support staff ratio,15.28896673,0.4,43.4,,2018-19
 Milford,Woodland Elementary School,1850090,3-A-ii,a-sust-i3,Student to instructional support staff ratio,22.85714286,2.106649112,43.4,,2018-19
 Revere,Beachmont Elementary School,2480013,3-A-ii,a-sust-i3,Student to instructional support staff ratio,38,3.5,43.4,,2018-19
-Winchester,Winchester High School,3440505,3-A-ii,a-sust-i3,Student to instructional support staff ratio,135.9,5,43.4,,2018-19
-Attleboro,Attleboro High School,160505,3-A-i,a-sust-i3,Average class size,20.6,100,20,,2018-19
+Winchester,Winchester High School,3440505,3-A-ii,a-sust-i3,Student to instructional support staff ratio,135.9,100,43.4,,2018-19

spec/presenters/data_item_presenters/admin_data_presenter_spec.rb

@@ -0,0 +1,77 @@
+require 'rails_helper'
+
+describe AdminDataPresenter do
+  let(:school) { School.find_by_slug 'milford-high-school' }
+  let(:academic_year) { AcademicYear.find_by_range '2021-22' }
+  let(:measure_1A_i) { Measure.find_by_measure_id '1A-i' }
+  let(:measure_1A_iii) { Measure.find_by_measure_id '1A-iii' }
+  describe '#item_description' do
+    before :each do
+      Rails.application.load_seed
+    end
+
+    after :each do
+      DatabaseCleaner.clean
+    end
+
+    context 'When the presenter is based on measure 1A-1' do
+      it 'returns a list of survey prompts for teacher survey items' do
+        expect(AdminDataPresenter.new(measure_id: measure_1A_i.measure_id, admin_data_items: measure_1A_i.admin_data_items,
+                                      has_sufficient_data: true, school:, academic_year:).item_descriptions).to eq [
+                                        'Percentage teachers with 5+ years of experience', 'Percentage teachers National Board certified', 'Percentage teachers teaching in area of licensure'
+                                      ]
+      end
+      context 'When the measure is missing all admin data values' do
+        it 'if it lacks sufficient data, it shows a warning ' do
+          expect(AdminDataPresenter.new(measure_id: measure_1A_i.measure_id, admin_data_items: measure_1A_i.admin_data_items,
+                                        has_sufficient_data: false, school:, academic_year:).sufficient_data?).to eq false
+        end
+      end
+
+      context 'When the measure has at least one admin data value' do
+        it 'if it lacks sufficient data, it doesnt show a warning ' do
+          expect(AdminDataPresenter.new(measure_id: measure_1A_i.measure_id, admin_data_items: measure_1A_i.admin_data_items,
+                                        has_sufficient_data: true, school:, academic_year:).sufficient_data?).to eq true
+        end
+      end
+    end
+
+    context 'When the presenter is based on measure 1A-iii' do
+      it 'returns a message hiding the actual prompts.  Instead it presents a message telling the user they can ask for more information' do
+        expect(AdminDataPresenter.new(measure_id: measure_1A_iii.measure_id, admin_data_items: measure_1A_iii.admin_data_items,
+                                      has_sufficient_data: true, school:, academic_year:).item_descriptions).to eq [
+                                        'Percent teacher returning (excluding retirement)', 'Percent teachers with 10+ days absent'
+                                      ]
+      end
+    end
+  end
+
+  describe '#descriptions_and_availibility' do
+    before :each do
+      Rails.application.load_seed
+    end
+
+    after :each do
+      DatabaseCleaner.clean
+    end
+    context 'when there are any matching values for admin data items' do
+      before do
+        admin_data_item = measure_1A_i.admin_data_items.first
+        create(:admin_data_value, admin_data_item:, school:, academic_year:)
+      end
+      it 'returns a list of admin data items and whether there is a matching value' do
+        expect(
+          AdminDataPresenter.new(
+            measure_id: measure_1A_i.measure_id, admin_data_items: measure_1A_i.admin_data_items, has_sufficient_data: true, school:, academic_year:
+          ).descriptions_and_availability
+        ).to eq [
+          DataAvailability.new('a-exp-i1', 'Percentage teachers with 5+ years of experience', true),
+          DataAvailability.new('a-exp-i2', 'Percentage teachers National Board certified', false),
+          DataAvailability.new('a-exp-i3', 'Percentage teachers teaching in area of licensure', false)
+        ]
+      end
+    end
+    context 'when there are NO matching values for admin data items' do
+    end
+  end
+end

spec/presenters/data_item_presenters/teacher_survey_presenter_spec.rb

@@ -1,8 +1,11 @@
 require 'rails_helper'
 
 describe TeacherSurveyPresenter do
+  let(:school) { School.first }
+  let(:academic_year) { AcademicYear.first }
   let(:measure_1A_i) { Measure.find_by_measure_id '1A-i' }
   let(:measure_1B_i) { Measure.find_by_measure_id '1B-i' }
+
   describe '#item_description' do
     before :each do
       Rails.application.load_seed
@@ -15,7 +18,7 @@ describe TeacherSurveyPresenter do
     context 'When the presenter is based on measure 1A-1' do
       it 'returns a list of survey prompts for teacher survey items' do
         expect(TeacherSurveyPresenter.new(measure_id: measure_1A_i.measure_id, survey_items: measure_1A_i.teacher_survey_items,
-                                          has_sufficient_data: true).item_descriptions).to eq [
+                                          has_sufficient_data: true, school:, academic_year:).item_descriptions).to eq [
                                             'Given your preparation for teaching how comfortable are you teaching at the grade-level you have been assigned?',
                                             'How prepared are you for teaching the topics that you are expected to teach in your assignment?',
                                             'How confident are you in working with the student body at your school?'
@@ -26,7 +29,7 @@ describe TeacherSurveyPresenter do
     context 'When the presenter is based on measure 1B-i' do
       it 'returns a message hiding the actual prompts.  Instead it presents a message telling the user they can ask for more information' do
         expect(TeacherSurveyPresenter.new(measure_id: measure_1B_i.measure_id, survey_items: measure_1B_i.teacher_survey_items,
-                                          has_sufficient_data: true).item_descriptions).to eq [
+                                          has_sufficient_data: true, school:, academic_year:).item_descriptions).to eq [
                                             'Items available upon request to MCIEA.'
                                           ]
       end

spec/services/admin_data_loader_spec.rb

@@ -5,6 +5,7 @@ describe AdminDataLoader do
   let(:ay_2018_19) { AcademicYear.find_by_range '2018-19' }
   let(:attleboro) { School.find_by_dese_id 160_505 }
   let(:winchester) { School.find_by_dese_id 3_440_505 }
+  let(:beachmont) { School.find_by_dese_id 2_480_013 }
   let(:chronic_absense_rate) { AdminDataItem.find_by_admin_data_item_id 'a-vale-i1' }
   let(:student_to_instructor_ratio) { AdminDataItem.find_by_admin_data_item_id 'a-sust-i3' }
 
@@ -28,7 +29,7 @@ describe AdminDataLoader do
 
       # it 'assigns the school to the admin data value' do
       expect(AdminDataValue.first.school).to eq attleboro
-      expect(AdminDataValue.last.school).to eq winchester
+      expect(AdminDataValue.last.school).to eq beachmont
       # end
 
       # it 'links the admin data value to the correct admin data item' do
@@ -37,12 +38,14 @@ describe AdminDataLoader do
       # end
 
       # it 'loads all the admin data values in the target csv file' do
-      expect(AdminDataValue.count).to eq 11
+      expect(AdminDataValue.count).to eq 10
       # end
 
       # it 'captures the likert score ' do
-      expect(AdminDataValue.first.likert_score).to eq 3.03
-      expect(AdminDataValue.last.likert_score).to eq 5
+      expect(AdminDataValue.find_by(school: attleboro, academic_year: ay_2018_19,
+                                    admin_data_item: chronic_absense_rate).likert_score).to eq 3.03
+      expect(AdminDataValue.find_by(school: beachmont, academic_year: ay_2018_19,
+                                    admin_data_item: student_to_instructor_ratio).likert_score).to eq 3.5
       # end
 
       # it 'rounds up any likert_scores between 0 and 1 (non-inclusive) to 1' do
@@ -52,7 +55,7 @@ describe AdminDataLoader do
       # it 'rejects importing rows with a value of 0' do
       expect(AdminDataValue.where(school: attleboro, academic_year: ay_2018_19,
                                   admin_data_item: AdminDataItem.find_by_admin_data_item_id('a-reso-i1'))).not_to exist
-      expect(AdminDataValue.where(school: attleboro, academic_year: ay_2018_19,
+      expect(AdminDataValue.where(school: winchester, academic_year: ay_2018_19,
                                   admin_data_item: AdminDataItem.find_by_admin_data_item_id('a-sust-i3'))).not_to exist
       # end
     end

spec/views/analyze/index.html.erb_spec.rb

@@ -60,7 +60,6 @@ describe 'analyze/index' do
 
     render
   end
-
   context 'when all the presenters have a nil score' do
     # let(:grouped_bar_column_presenters) do
     #   measure = create(:measure, name: 'Display Me', measure_id: 'display-me')
@@ -114,7 +113,4 @@ describe 'analyze/index' do
       expect(year_checkbox).to have_attribute 'disabled'
     end
   end
-
-  context 'when presenters have a score' do
-  end
 end

spec/views/categories/show.html.erb_spec.rb

@@ -2,41 +2,71 @@ require 'rails_helper'
 include GaugeHelper
 
 describe 'categories/show' do
-  before :each do
-    academic_year = create(:academic_year, range: '1989-90')
-    school = create(:school, name: 'Best School')
-
-    category = create(:category, name: 'Some Category', description: 'Some description of the category')
-    category_presenter = CategoryPresenter.new(category:)
-
-    subcategory1 = create(:subcategory, category:, name: 'A subcategory',
-                                        description: 'Some description of the subcategory')
-    subcategory2 = create(:subcategory, category:, name: 'Another subcategory',
+  subject { Nokogiri::HTML(rendered) }
+  let(:academic_year) { create(:academic_year, range: '1989-90') }
+  let(:school) { create(:school, name: 'Best School') }
+  let(:category) { create(:category, name: 'Some Category', description: 'Some description of the category') }
+  let(:category_presenter) { CategoryPresenter.new(category:) }
+  let(:subcategory1) do
+    create(:subcategory, category:, name: 'A subcategory', description: 'Some description of the subcategory')
+  end
+  let(:subcategory2) do
+    create(:subcategory, category:, name: 'Another subcategory',
                          description: 'Another description of the subcategory')
-
-    measure1 = create(:measure, subcategory: subcategory1)
-    scale1 = create(:student_scale, measure: measure1)
-    survey_item1 = create(:student_survey_item, scale: scale1, watch_low_benchmark: 1.5, growth_low_benchmark: 2.5,
+  end
+  let(:measure1) { create(:measure, subcategory: subcategory1) }
+  let(:scale1) { create(:student_scale, measure: measure1) }
+  let(:survey_item1) do
+    create(:student_survey_item, scale: scale1, watch_low_benchmark: 1.5, growth_low_benchmark: 2.5,
                                  approval_low_benchmark: 3.5, ideal_low_benchmark: 4.5)
+  end
+  let(:measure2) do
+    create(:measure, name: 'The second measure name', description: 'The second measure description', measure_id: '1A-i',
+                     subcategory: subcategory2)
+  end
+  let(:scale2) { create(:student_scale, measure: measure2) }
+  let(:scale3) { create(:teacher_scale, measure: measure2) }
+  let(:student_survey_item) do
+    create(:student_survey_item, scale: scale2, prompt: 'Some prompt for student data',
+                                 watch_low_benchmark: 1.5, growth_low_benchmark: 2.5, approval_low_benchmark: 3.5, ideal_low_benchmark: 4.5)
+  end
+  let(:teacher_survey_item) { create(:teacher_survey_item, scale: scale3, prompt: 'Some prompt for teacher data') }
+  let(:admin_data_scale) { create(:scale, measure: measure2) }
+  let(:admin_data_item) do
+    create(:admin_data_item, scale: admin_data_scale, description: 'Some admin data item description',
+                             watch_low_benchmark: 1.5, growth_low_benchmark: 2.5, approval_low_benchmark: 3.5, ideal_low_benchmark: 4.5)
+  end
+
+  before :each do
+    academic_year
+    school
+
+    category
+    category_presenter
+
+    subcategory1
+    subcategory2
+
+    measure1
+    scale1
+    survey_item1
     create_list(:survey_item_response, SurveyItemResponse::STUDENT_RESPONSE_THRESHOLD, survey_item: survey_item1,
                                                                                        academic_year:, school:, likert_score: 3)
 
-    measure2 = create(:measure, name: 'The second measure name', description: 'The second measure description',
-                                subcategory: subcategory2)
-    scale2 = create(:student_scale, measure: measure2)
-    scale3 = create(:teacher_scale, measure: measure2)
-    student_survey_item = create(:student_survey_item, scale: scale2, prompt: 'Some prompt for student data',
-                                                       watch_low_benchmark: 1.5, growth_low_benchmark: 2.5, approval_low_benchmark: 3.5, ideal_low_benchmark: 4.5)
+    measure2
+    scale2
+    scale3
+    student_survey_item
     create_list(:survey_item_response, SurveyItemResponse::STUDENT_RESPONSE_THRESHOLD,
                 survey_item: student_survey_item, academic_year:, school:, likert_score: 5)
 
-    teacher_survey_item = create(:teacher_survey_item, scale: scale3, prompt: 'Some prompt for teacher data')
+    teacher_survey_item
     create_list(:survey_item_response, SurveyItemResponse::TEACHER_RESPONSE_THRESHOLD,
                 survey_item: teacher_survey_item, academic_year:, school:, likert_score: 3)
 
-    admin_data_scale = create(:scale, measure: measure2)
-    create(:admin_data_item, scale: admin_data_scale, description: 'Some admin data item description',
-                             watch_low_benchmark: 1.5, growth_low_benchmark: 2.5, approval_low_benchmark: 3.5, ideal_low_benchmark: 4.5)
+    admin_data_scale
+    admin_data_item
+
     assign :category, category_presenter
 
     assign :categories, [category_presenter]
@@ -47,15 +77,22 @@ describe 'categories/show' do
 
     create(:respondent, school:, academic_year:)
     create(:survey, school:, academic_year:)
-    render
   end
 
+  context 'for each category' do
+    before do
+      render
+    end
     it 'renders the category name and description' do
       expect(rendered).to match(/Some Category/)
       expect(rendered).to match(/Some description of the category/)
     end
+  end
 
   context 'for each subcategory' do
+    before do
+      render
+    end
     it 'renders the subcategory name' do
       expect(rendered).to match(/A subcategory/)
       expect(rendered).to match(/Another subcategory/)
@@ -73,6 +110,9 @@ describe 'categories/show' do
   end
 
   context 'for each measure' do
+    before do
+      render
+    end
     it 'renders the measure name' do
       expect(rendered).to match(/The second measure name/)
     end
@@ -92,4 +132,43 @@ describe 'categories/show' do
       expect(rendered).to match(/Some admin data item description/)
     end
   end
+
+  context 'when the measure does NOT have admin data values' do
+    before do
+      render
+    end
+    it 'renders the insufficient data exclamation point icon' do
+      exclamation_points = subject.css('[data-exclamation-point]')
+      expect(exclamation_points.first.attribute('data-exclamation-point').value).to eq 'admin-data-items-1A-i'
+    end
+    it 'renders the insufficient data message' do
+      exclamation_points = subject.css('[data-insufficient-data-message]')
+      expect(exclamation_points.first.attribute('data-insufficient-data-message').value).to eq 'admin-data-items-1A-i-limited availability'
+    end
+    it 'renders the insufficient data exclamation point icons next to the description of the missing admin data item' do
+      exclamation_points = subject.css('[data-missing-data]')
+      expect(exclamation_points.first.attribute('data-missing-data').value).to eq "#{admin_data_item.admin_data_item_id}"
+    end
+  end
+
+  context 'when the measure DOES have admin data values' do
+    before :each do
+      create(:admin_data_value, admin_data_item:, school:, academic_year:, likert_score: 2)
+      render
+    end
+    it 'does not render the insufficient data exclamation point icon' do
+      exclamation_points = subject.css('[data-exclamation-point]')
+      expect(exclamation_points.count).to eq 0
+    end
+
+    it 'does not render the insufficient data message ' do
+      exclamation_points = subject.css('[data-insufficient-data-message]')
+      expect(exclamation_points.count).to eq 0
+    end
+
+    it 'Does NOT render the insufficient data exclamation point icons next to the description of the missing admin data item' do
+      exclamation_points = subject.css('[data-missing-data]')
+      expect(exclamation_points.count).to eq 0
+    end
+  end
 end