Background

District Dashboard Metrics

Because of the importance of rigorous coursework to postsecondary success and to support district efforts to increase advanced course completion, several districts across the country, including Charlotte, Chicago, Dallas and Oakland, have incorporated into their internal performance management dashboards metrics to monitor advanced course enrollment and performance. In focus group discussions conducted with over 2,600 educators throughout Texas, 95% of those surveyed found advanced course enrollment and performance information useful when reported at the campus level. When reported at the student level, the percent of respondents finding the information useful was notably lower (less than 90%). The implication is that this metric, though still valuable to teachers in preparing their individual students for advanced coursework, may be even more useful to district leaders in developing strategic, district-wide approaches to increasing enrollment and success in advanced courses. 

Primary Metric

  • Advanced Course Completion: completion rate of students who were enrolled in at least one AP, IB or dual credit (DC) course in the four core subject areas during prior years, with comparison to campus goal.

User Interface

Dashboard Example

Figure 1 shows the Advanced Course Completion metric as seen on the district dashboard.

Figure 1 TSDS Advanced Course Completion Metric

Status Definition

“Advanced courses” include AP courses, IB courses, other advanced courses identified by the course characteristic, and dual enrollment (also known as dual credit courses).

The Status column is the percentage of students that successfully completed (passed) at least one of their advanced courses in ELA, mathematics, science, and social studies in prior years.

The Status indicator is determined by the district goals. The TSDS default goal is 75%.

Table 2 defines the Status indicators. The actual percentage is displayed with the indicator.

Table 2 Metric Status Indicator for TSDS District Advanced Course Enrollment

Metric Status Indicator

 

Metric Name

Metric Status  Indicator
(a)

Campus Attainment

Advanced Course Completion

Red (Percentage) = if percentage of students completing at least one advanced course in the prior school year is less than the district goal

Green (Percentage) = if percentage of students completing at least one advanced course in the prior school year is greater than or equal to the district goal

The number of campuses meeting their campus goal over the number of campuses with data for the metric

 

Trends

The dashboards currently do not support trends for this metric.  The UI supports the trends, but the ETL packages have not been developed.

Trend Definition

Table 3 Trend Indicators for TSDS Advanced Course Completion

Trend Indicators: Objective is to indicate Advanced Course Completion

Up green

If the value for the current time frame is more than 5 percentage points higher than the prior time frame, then display a gray arrow trending upward.

Unchanged

If the value for the current time frame is less than or equal to 5 percentage points higher or less than or equal to 5 percentage points lower than the prior time frame, then display two gray arrows pointing outward indicating no direction.

Down red

If the value for the current time frame is more than 5 percentage points lower than the prior time frame, then display a gray arrow trending downward.

The trend does not show for the first occurrence of a time frame since data is not available.

Delta Definition

The delta appears only in the campus list and displays the individual campus goals rather than the district goal.

Table 4 Delta Indicator for TSDS District Advance Course Completion Metric

Delta Indicators: Objective is to indicate Advance Course Completion

Metric Name

Campus Goal

Delta

Advanced Course Completion

Set campus goal

Red (Delta Percentage) = if the calculated percentage of students completing at least one advanced course is less than the campus goal

Black (Delta Percentage) = if the calculated percentage of students completing at least one advanced course is greater than or equal to the campus goal

Periodicity

Table 5 Recommended Load Characteristics for TSDS District Advanced Course Completion Metric

Recommended Load Characteristics

Calendar

Beginning and end of school year

Frequency of data load

Twice a year

Latency

 7-8 months

Interchange schema

Interchange-StudentGrades.xsd

Tooltips

The standard tooltips for the metric definition, column headers, and help functions display for this metric.

  • Green metric status: OK
  • Red metrics status: LOW
  • 'More' indicates drill down views for this metric
  • is ‘No change from the prior period'
  • is ‘Getting worse from the prior period’
  • is 'Getting better from the prior period'

Business Rules

The Advanced Course Completion metric is the percentage of current students in grades 10-12 that successfully completed (passed) at least one of their advanced courses in the prior year in the following subject areas:

  • ELA
  • Mathematics
  • Science
  • Social Studies

Completion of an advanced course is defined as earning a final grade greater than or equal to 70% for numeric grading systems, or greater than or equal to C for letter grading systems.

 “Advanced courses” are those defined as follows:

  • AP courses
  • PreAP courses
  • IB courses
  • PreIB courses
  • Other advanced courses identified by the course characteristic
  • Dual enrollment (also known as Dual Credit courses)

Data Assumptions

  • State- and locally-defined advanced courses in the core subjects are available.

Computed Values

The cohort is the set of currently enrolled students in grades 7-8 and 10-12 on a middle or high school campus who took one or more advanced courses in the core subject areas in prior years on that campus.

Table 6 defines the calculation for the percentage of students passing at least one of their advanced courses in prior years. The results of the calculation display in the Status column.

Table 6 Calculated Values for TSDS District Advanced Course Completion Metric

Metric

Calculation

Advanced Course Completion

(Total of all current students that took one or more advanced core courses in prior years) and (Completed at least one)) * 100 / (Total of all current students that took one or more advanced core courses in prior years)

Data Anomalies

Date of Refresh

Best practice is for the date of last data refresh to appear next the metric in the following format:

  • (Through Spring Semester 2010)

Anomalies

  • This metric only considers students who were enrolled in and completed advanced courses in the prior school year.
  • Students with a partial transcript may not be included.
  • Courses defined in the district's student information system as Gifted and Talented or Honors, rather than advanced, will not be included in the metric.

Implementation Considerations

Transfer Students (Late Enrollments)

Transfer students may not have complete transcripts from which to identify prior year advanced courses or mastery exams.

Advanced Course Definition

Best practice is for developers to ensure the definition of the exact courses that qualify as “advanced” include AP and IB courses, as well as those defined as advanced by both the state and locally defined by the district. This mapping looks at the course characteristic type as coded locally.  In the case of courses that are both AP and another type such as GT, the course should have the characteristic type of AP.  If the other characteristic is recorded, the course will not appear as 'advanced.'

Drill Downs

Drill Down Views

The dashboards include the option to see more detail that is associated with a metric. Table 7 lists the drill down views that are recommended for this metric.

Table 7 Drill Down Views for TSDS Campus Advanced Course Completion Metric
Campus ListList of campuses and whether or not they meet their goal for this metric for the specified period.

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