Background

Student Dashboard Metrics

Because of the need to closely monitor course performance, many school districts across the nation, including Chicago, Dallas and New York, have incorporated metrics on course performance and associated credit accumulation into their internal performance management dashboards. In addition, during focus groups conducted with over 2,600 educators throughout Texas, the Class Grades metrics, as presented in screen shots of the student dashboard, were considered useful by 96% of those surveyed.

Primary Metrics

  • Class Grades – Failing: the number of courses with failing grades out of total courses taken at the end of each grading period, with a trend comparison to the student’s course failures as of the prior grading period.
  • Class Grades # of Course Grades Dropping 10% or More: the number of courses out of total taken for which the student’s most recent course grade is dropping 10% or more from the prior grading period, with a trend comparison to the student’s course declines as of the prior grading period.

User Interface

Dashboard Example

Figure 1 shows the Class Grades metric as seen on the student dashboard. 

Figure 1 TSDS Class Grades Metric

Status Definition

The Status indicator is determined by campus-specific thresholds (campus goals) which are set at the district level. The default thresholds are:

  • Number failing = greater than 0
  • Number of course grades dropping 10% or more = 10%

The denominator for this metric is the number of courses that the student is enrolled in for the current grading period.

Table 2 lists the Status indicators and trend comparisons for the Class Grades metric as seen on the student dashboard.

Table 2 Metric Status Indicator for TSDS Class Grades

Metric Indicator 

Trend Comparisons

Metric Name

Sub-metric Name

Metric Status Indicator
 

Compares:

To:

Course Grades

Number Failing

Red (Yes) = If student is failing any courses

Green (No) = If student is not failing any courses

Current grading period

Prior grading period

Number of course grades dropping 10% or more

Red (Yes) = If course grade is dropping at or more than the percentage points of the campus goal

Green (No) = If course grade is not dropping at or above campus goal

Current grading period

Prior grading period

Trend Definition

In the full DCD implementation, if the first grading period is not complete, TSDS displays prior year and final grades for each subject. Once the first grading period is complete, the trend shows the difference between first grading period and final year grade from the prior year.

Table 3 lists the Trend Indicators. 

Table 3 Trend Indicators for Failing Grades Metric

Trend Indicators: Objective is to indicate Course Grades

Up green

An increase in the number of failing grades, falling grades or courses repeated

Unchanged

No change in the number of failing grades, falling grades or courses repeated from the prior grading period

Down red

If there is a decrease in the number of failing grades, falling grades or courses repeated from the prior grading period

The trend does not show for the first grading period since data is not available for two or more grading periods.

Delta Definition

The Delta column reflects the absolute value of the difference between the student goal and the numerator of the metric value.

Table 4 Delta Indicators for TSDS Class Grades

Delta Indicators: Objective is to indicate Repeated Courses

Metric Name

District Goal

Delta

Class Grades

Set student goal

Red (Delta Number) = if the number of student failing class grades is greater than the student goal

Black (Delta Number) = if the number of student failing class grades is less than or equal to the student goal

Number of course grades dropping 10% or moreSet student goal

Red (Delta Number) = if the number of student failing class grades is greater than the student goal

Black (Delta Number) = if the number of student failing class grades is less than or equal to the student goal

Periodicity

The data is most actionable when loaded at the end of each grading period after grades are posted. Grading periods vary by state and district. In Texas, grading periods are typically six or nine weeks.

Table 4 Recommended Load Characteristics for Class Grades Metric

Recommended Load Characteristics

Calendar

Throughout the school year

Frequency of data load

Grading Period

Latency

Grading Period

Interchange schema

Interchange-StudentGrade.xsd

 

Tooltips

The standard tool tips for the Class Grades metric definition, column headers, and help functions display for this metric.

The following are tooltips specific to the Class Grades metric:

  • Green metric status: NO
  • Red metric status: YES
  • '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 Class Grade metric displays how well a student is doing in their courses during the current school year. The Class Grades metric summarizes grades for a student in three ways.

The Value column displays (in fractional format) the number of courses failing, falling, or repeating out of the number of courses the student is taking in the current grading period.

The numerator is one of the following:

  • Number of class courses failing
    • The “failing” grade is a configurable variable with the default value set to less than 70 for numeric grading systems, or equal to D or F for letter grading systems.
  • Number course grades falling 10% or more
    • For numeric grading systems, this means “dropping 10 percentage points or more.” For example, a student’s course grade is 90 in the previous grading period, the course is counted as dropping when it drops by 9 points or more.
    • For letter grading systems, this means dropping one letter grade or more.
  • Number of courses repeating
    • TSDS counts the number of core courses that a student is repeated due to failure

The denominator is the total number of courses a student is enrolled in for the current grading period.

The grading period is configurable and is defined by the district (typically either 6 or 9 weeks).   The Failing Grades metric also takes the final grade into account once it has been posted.  The trend will always reflect the comparison from the last two grading periods as the final grade is generally an average of the year or semester. 

Data Assumptions

  • Student grade information is available for multiple grading periods for the current year. If the grade information is unavailable, no information displays.
  • Student grade information is available through the grade.
  • Grades for each student are based on the latest grading period.
  • Course grades are numeric or letter-based.
  • District sets the value that drives the student thresholds (numeric and/or letter grade).
  • The number of courses repeated is based on course transcript history for grades 6 through 12 (middle school and high school).

Computed Values

Table 5 defines how values are calculated. The result of the calculation displays in the Value column on the student dashboard. The result is show in fractional form. For example, 3/7 means the student is failing three out of seven classes and 1/6 means the student's grades are falling below the campus goal in one out of six classes.

Table 5 Computed Values for Class Grades Metric

Metric Values

# Failing

Number of courses failing / Total number of courses enrolled in

# of course grades dropping 10% or more

Number of courses grades that are less than previous grading period by 10% or more / (Total number of courses the student is enrolled in for the grading period

Data Anomalies

Anomalies

Best practice is to use footnotes to address these anomalies:

  • Loading of data from each grading period
  • Late enrollees may not have previous grading period grades from another school
  • Missing transcripts for transfer students.
  • When a student switches in to a different section of the same course, there is occasionally still a grade reported for the previous course section. there is no way to distinguish between the two or determine which is the appropriate section to report (because the dashboards do not read the date the student switched or which one the student was in most recently). The filter is currently set to report the higher grade. 

Footnotes

Footnotes are used to provide addition data information concerning the metric. Footnotes are sequential for the entire page. Therefore, a metric's footnote may not begin with the number 1.

The following footnotes appear below the metric:

  • Late enrollee students that have not been present for a full grading period should be noted by a designated icon
  • Missing transcripts for transfer students

Date of Refresh

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

  • (Through Second Six Weeks) - (failing and dropping grades)
  • (Through Spring Semester) - (# of courses repeating)

Implementation Considerations

Numeric or Letter Grading System

Best practice is for the metric to support both numeric and letter grading systems.

Late Enrollments

For late enrollment students, consider whether or not there is previous grading period data to compare to the latest grading period.

Frequency of Uploading Data

The metric computation implementation may vary depending on the periodicity of loading the data.

Current Grading Period

Data for the current grading period must exist for the Class Grades metric to exist. If the first grading period has not completed, the prior year grades must display.

Drill Downs

Description

The "More" option enables you to drill down to see additional information for this metric. The Student Academic Profile page provides current and historical course-level grades. Educators can more easily identify courses where a student is struggling.

Drill Down View

Table 6 lists the drill down view that is recommended for this metric.

Table 6 Class Grades Drill Down View


 
Current CoursesList of current courses
Historical - FailingGraph displaying the student’s failing grade history
Historical - DroppingGraph displaying the student's history of dropping grades

User Interface

Figure 2 shows the current courses drill down for the Class Grades metric as seen on the student dashboard.

Figure 2 TSDS Current Courses

Figure 3 shows the historical chart for the Class Failing Grades metric as seen on the student dashboard.

Figure 3 TSDS Historical Failing Grades

Figure 4 shows the historical chart for the Class Dropping Grades metric as seen on the student dashboard.

Figure 4 TSDS Historical Dropping Grades

Business Rules

The Historical Graph allows the user to see historical data across multiple timeframes.  As time passes, there are many bars to be displayed; therefore, the slider on the bottom allows the user to adjust the number of bars displayed as well as the time period shown.  The timeframes for this metric were chosen based on educator feedback.

Historical Chart:

  • The start and end dates and the percent value of the metric for that time period are shown as you hover over a bar of the graph.
  • The slider bar adjusts the number of time periods viewed in the graph.
  • Green bar = student did meet the student goal
  • Red bar = student did not meet the student goal

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