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sqm-dashboards/app/models/measure.rb

134 lines
4.2 KiB

class Measure < ActiveRecord::Base
belongs_to :subcategory
has_many :scales
has_many :admin_data_items, through: :scales
has_many :survey_items, through: :scales
has_many :survey_item_responses, through: :survey_items
def none_meet_threshold?(school:, academic_year:)
!sufficient_survey_responses?(school:, academic_year:)
end
def teacher_survey_items
@teacher_survey_items ||= survey_items.teacher_survey_items
end
def student_survey_items
@student_survey_items ||= survey_items.student_survey_items
end
def teacher_scales
@teacher_scales ||= scales.teacher_scales
end
def student_scales
@student_scales ||= scales.student_scales
end
def includes_teacher_survey_items?
teacher_survey_items.any?
end
def includes_student_survey_items?
student_survey_items.any?
end
def includes_admin_data_items?
admin_data_items.any?
end
def sources
sources = []
sources << :admin_data if includes_admin_data_items?
sources << :student_surveys if includes_student_survey_items?
sources << :teacher_surveys if includes_teacher_survey_items?
sources
end
def score(school:, academic_year:)
@score ||= Hash.new do |memo|
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:)
lacks_sufficient_data = !meets_student_threshold && !meets_teacher_threshold && !includes_admin_data_items?
next Score.new(nil, false, false, false) if lacks_sufficient_data
scores = []
scores << teacher_scales.map { |scale| scale.score(school:, academic_year:) }.average if meets_teacher_threshold
scores << student_scales.map { |scale| scale.score(school:, academic_year:) }.average if meets_student_threshold
if includes_admin_data_items?
scores << admin_data_items.map do |admin_data_item|
admin_value = admin_data_item.admin_data_values.where(school:, academic_year:).first
admin_value.likert_score if admin_value.present?
end
end
average = scores.flatten.compact.average
next Score.new(nil, false, false, false) if average.nan?
memo[[school, academic_year]] =
Score.new(average, meets_teacher_threshold, meets_student_threshold, meets_admin_data_threshold)
end
@score[[school, academic_year]]
end
def warning_low_benchmark
1
end
def watch_low_benchmark
@watch_low_benchmark ||= benchmark(:watch_low_benchmark)
end
def growth_low_benchmark
@growth_low_benchmark ||= benchmark(:growth_low_benchmark)
end
def approval_low_benchmark
@approval_low_benchmark ||= benchmark(:approval_low_benchmark)
end
def ideal_low_benchmark
@ideal_low_benchmark ||= benchmark(:ideal_low_benchmark)
end
def sufficient_student_data?(school:, academic_year:)
return false unless includes_student_survey_items?
subcategory.student_response_rate(school:, academic_year:).meets_student_threshold?
end
def sufficient_teacher_data?(school:, academic_year:)
return false unless includes_teacher_survey_items?
subcategory.teacher_response_rate(school:, academic_year:).meets_teacher_threshold?
end
def all_admin_data_collected?(school:, academic_year:)
total_possible_admin_data_items = scales.map { |scale| scale.admin_data_items.count }.sum
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
total_possible_admin_data_items == total_collected_admin_data_items
end
def sufficient_survey_responses?(school:, academic_year:)
sufficient_student_data?(school:, academic_year:) || sufficient_teacher_data?(school:, academic_year:)
end
private
def benchmark(name)
averages = []
averages << student_survey_items.first.send(name) if includes_student_survey_items?
averages << teacher_survey_items.first.send(name) if includes_teacher_survey_items?
(averages << admin_data_items.map(&name)).flatten! if includes_admin_data_items?
averages.average
end
end