Background

Student Dashboard Metrics

To enable educators to promptly identify and respond to incidences of student misbehavior, many school districts across the country, including Charlotte, Chicago and Dallas, have incorporated measures of student discipline into their internal performance management dashboards. In focus groups conducted with over 2,600 educators throughout Texas, the Discipline Referrals metric, presented in screen shots of the student dashboard, was considered useful by 97 percent of those surveyed.

Primary Metric

  • Discipline Referrals: number of discipline referrals a student has received during the current year by type (all incidents excluding code of conduct incidents), with comparison to campus goal.

User Interface

Dashboard Example

Figure 1 shows the Discipline Referrals metric as seen on the student dashboard. 

Figure 1  TSDS Discipline Referrals Metric

Status Definition

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

The Discipline Referrals metric displays the number of discipline incidents during the current school year-to-date, organized as follows:

  • Most serious incidents, excluding School Code of Conduct
  • Minor infractions, School Code of Conduct
  • Prior year counts for each category
Table 2 Metric Indicators for TSDS Discipline Incidents Metric

Metric Indicator

Trend Comparisons

Metric Name

Sub-metric Name

Metric Status Indicator

Compares:

To:

Discipline Referrals

All Disciplinary Incidents Excluding Code of Conduct

Red (High) =  if metric value is equal to or greater than the campus goal

Green (OK) = if  metric value is less than the campus goal

Current year

Prior year

School Code of Conduct Incidents

Red (High) =  if metric value is equal to or greater than the campus goal

Green (OK) = if  metric value is less than the campus goal

Current yearPrior year

Trend Definition

Table 3 lists the trend indicators for the Discipline Incidents metric. 

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

Table 3 Trend Indicators for TSDS Discipline Incidents Metric

Trend Indicators: Objective is to indicate Daily Attendance Rate

Up green

If the value for the current time frame is more than 5 percentage points higher than the prior time frame

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

Down red

If the value for the current time frame is more than 5 percentage points lower than the prior time frame

Periodicity

Since the number of discipline referrals is a leading indicator of performance, best practice is to load this data on a frequent basis, at least weekly, though there is still some benefit from reviewing it monthly.

Table 3 Recommended Load Characteristics for TSDS Discipline Incidents Metric

Recommended Load Characteristics

Calendar

Throughout the school year

Frequency of data load

Weekly, Monthly

Latency

4 weeks

Interchange schema

Interchange-StudentDiscipline.xsd

Tooltips

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

The following are tooltips specific to the Discipline Incidents metric:

  • Green metric status: OK
  • Red metric status: HIGH
  • is ‘No change from the prior period'
  • is ‘Getting worse from the prior period’
  • is 'Getting better from the prior period'

Business Rules

The Discipline Referrals metric displays the total number of discipline incidents for the student during the current school year, as follows:

  • All incidents where the student is identified as a “Perpetrator” (i.e., the student who committed the discipline incident) are counted.
  • All classifications of incidents are counted and organized into:
    • the most serious incidents (i.e., all non-School Code of Conduct incidents)
    • minor infractions (i.e., all School Code of Conduct incidents).
  • Discipline incidents are counted, even if no discipline action is recorded.

The student dashboard view can also accommodate listings and groupings of locally-defined incidents.

Data Assumptions

  • The campus must record discipline incidents and actions and categorize them by type. 
  • To enable viewing of this metric as a leading indicator, the data must be updated and loaded frequently.
  • While state or district regulations may require certain actions for certain types of incidents, TSDS does not validate these rules, but rather displays what has been recorded.
  • Transfer students (late enrollees) may not have a complete history of discipline referrals for the current school year.

Computed Values

Table 4 defines how values for discipline incidents are calculated. The actual number of incidents is displayed in the Value column.

Table 4 Computed Values for Discipline Incidents Metric

Metric Values

Discipline Incidents

All Discipline Incidents Excluding School Code of Conduct

Total number of discipline incidents (excluding School Code of Conduct)

School Code of Conduct Incidents

Total number of School Code of Conduct Incidents

Data Anomalies

Data Anomalies

  • Loading of incident data from each grading period.
  • Late enrollees may not have previous discipline incidents from another school.
  • Some discipline incidents may spawn two actions, or violate both the school code of conduct and state reportable offenses. These may cause two separate line items in the incident log drill down, or an item for each action taken. This may cause a disparity between the container level metric value (sum of incidents) and the count of line items in the incident log. 
  • Many JJAEP or discipline alternative campuses stop tracking discipline incidents upon a student's arrival, or use a separate system. 
  • Currently only display current year discipline incidents in the incident log, although prior year metric values may be available. 
  • Discipline incidents that are recorded on a non-instructional day will not appear in the historical snapshot, because these days are excluded from the district calendar. These will still appear in the incident log. 

Best practice is to use footnotes to address these anomalies.

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:

  • Best practice is for developers to footnote students transferring in.

Date of Refresh

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

  • (Through April, 22 2010)

Implementation Considerations

Late enrollments

For late enrollment students, the full history of discipline referrals may not be available. Best practice is for developers to flag or footnote late enrollees. 

Classification of Incidents

The classification of incidents, particularly the most serious incidents, may be driven by state reporting requirements. Ideally, a district incorporates both state and local classification of incidents. The CDM is designed to be extensible to enable a district to map additional classification types.

Thresholds

The student goal for this metric is one ore more state reportable offense and five or more school code of conduct incidents.

Drill Downs

Drill Down Views

Table 5 lists the drill down views that are recommended for this metric.

Table 5 Drill Down Views for Discipline Referrals Metric
Incidents LogLog of date, incident code, incident description and action for each incident that has occurred in the current school year.
HistoricalGraph displaying trends across days, weeks, grading periods, semesters, and years

User Interface Notes

Dashboard Example

Figure 2 shows the incidents log for the Discipline Referrals metric as seen on the student dashboards.

Figure 2 TSDS Discipline Referrals Incidents Log

Figure 3 shows the historical chart for Discipline Referrals metric as seen on the student dashboards.

Figure 3 TSDS Discipline Referrals Historical Chart

Business Rules

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 indicates the student did meet the student goal
  • Red bar indicates the student did not meet the student goal

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