Skip to main content

3. Beyond the Data: Reporting, Sharing, and Acting

Data leaves operational systems in many forms: a CALPADS file, a report card, an LCAP table, a dashboard, an emergency contact list, a board presentation, a grant report, or a response to a Public Records Act request.

Each output transforms internal records into something another person or organization will use. That transformation requires accuracy, context, accessibility, privacy review, approval, and sometimes legal certification.

Many outputs, different obligations

Group outputs by purpose.

Students and families

  • Report cards and progress reports
  • Attendance notifications
  • Assessment results
  • Graduation and transcript records
  • Eligibility and program communications
  • Emergency notifications
  • Family portals and student records

Schools and district operations

  • Rosters and schedules
  • Intervention lists
  • Staffing and enrollment projections
  • Budget and program monitoring
  • Transportation and meal-service files
  • Dashboards and leadership reports

State and federal accountability

  • CALPADS submissions and certifications
  • Assessment-related files
  • Civil rights and program reporting
  • Special education reporting
  • Grant and fiscal reports
  • Accountability indicators
  • California School Dashboard data

Governance and public communication

  • LCAP data and metrics
  • School Accountability Report Cards
  • Board reports and presentations
  • Public dashboards and websites
  • Responses to California Public Records Act requests
  • Research and data-sharing responses

Health, safety, and emergencies

  • Emergency contact files
  • Mass notification lists
  • Student release and reunification information
  • Health or accommodation information needed by authorized staff
  • Time-sensitive lists used during an incident

The output is not the source

Reports should be reproducible from authoritative records. A spreadsheet prepared for one deadline should not quietly become a new unofficial source system.

Before releasing or certifying an output, confirm:

  • Its purpose and intended audience
  • The authoritative source
  • The reporting population and time-period
  • Inclusion and exclusion rules
  • Suppression or privacy requirements
  • Accessibility and language needs
  • Required review and approval
  • The version being released
  • The date the information was extracted
  • Where the final artifact and supporting documentation will be retained

Certification is a leadership act

A CALPADS certification or official public report should not be treated as a technical button click. Certification represents the district’s assertion that:

  • Required records have been submitted.
  • Known errors and warnings have been reviewed.
  • Responsible program staff have examined the results.
  • Material discrepancies have been resolved or documented.
  • An authorized leader accepts the resulting representation.

Public Records Act requests

This section should remain educational rather than legal advice. Emphasize that a data response may require:

  • Clarifying the request
  • Identifying possible custodians and systems
  • Preserving responsive records
  • Coordinating with district leadership or counsel
  • Reviewing for exemptions, confidential information, and necessary redactions
  • Producing records in a usable form
  • Documenting searches and releases
  • Avoiding the creation of misleading ad hoc datasets

Emergency communications

A mass-notification system is only as reliable as its source data. Districts should regularly test:

  • Guardian contact completeness
  • Preferred language information
  • Student-to-household relationships
  • Staff emergency contacts
  • Integration schedules
  • Opt-out and consent handling
  • Delivery failures
  • Access during a power, network, or system outage

Context makes an output responsible

Every public-facing report should help the reader understand:

  • What is being measured
  • Why it matters
  • Who is included
  • The reporting period
  • Important limitations
  • Whether the result is preliminary or final
  • What the district is doing in response
  • Where questions can be directed