California School Dashboard Overview

In Plain Language: The Dashboard is California’s public accountability and continuous-improvement display. It does not ask districts to type every state indicator directly into a Dashboard form. Instead, CDE calculates state measures from information districts certify through systems such as CALPADS, statewide assessment data, and other approved sources. Districts and charter schools also complete locally measured indicators and report those results through the required public and Dashboard processes. The quality of the final display depends on the quality, completeness, timing, and interpretation of all those upstream inputs.

State measures

CDE produces state measures from data collected consistently across California. Current Dashboard resources address academic performance, chronic absenteeism, college/career readiness, English learner progress, graduation, suspension, and science. Applicability varies by grade span, school type, student group, and indicator.

Local measures

For LCFF priorities without state-collected measures, the LEA completes required self-reflection and public-reporting steps and submits local-indicator results. District and charter local indicators generally address basic conditions, standards implementation, family engagement, school climate, and access to a broad course of study; COEs have additional entity-specific priorities.

What districts must provide or safeguard upstream

Input family	District responsibility	Dashboard connection	Key control
Enrollment, demographic, and program-participation data	Maintain and certify accurate student enrollment, exit, demographic, program, school, and accountability attributes in CALPADS.	Defines who is included, school or district attribution, student groups, grade spans, cohorts, and many indicator denominators.	Reconcile SSIDs, school ownership, enrollment dates, exit reasons, subgroup fields, overlapping records, and reporting-period rules.
Attendance data	Submit and certify required enrollment and attendance information for the applicable CALPADS End-of-Year collection.	Supports chronic-absenteeism calculations and related public data.	Validate expected attendance days, days attended, enrollment spans, school calendars, exemptions, and transfers.
Discipline and incident data	Submit complete, correctly attributed incident, offense, action, suspension, expulsion, and related records through CALPADS.	Supports the suspension-rate indicator and related accountability reporting.	Reconcile incident identifiers, cumulative days, actions, schools, students, duplicates, and local discipline systems.
Graduation and completion data	Maintain accurate enrollments, exits, completer status, graduation information, cohort-affecting records, and required completion evidence.	Supports graduation-rate and college/career calculations.	Resolve lost transfers, no-shows, summer graduates, school attribution, cohort membership, diploma type, and evidence behind completion codes.
Course and career-readiness data	Report required course, completion, CTE, college-credit, and related student information accurately; reconcile externally supplied readiness data when review opportunities exist.	Contributes to college/career measures and other public reports.	Verify course codes, completion status, grades or credit where applicable, pathway records, dual enrollment, student identifiers, and source documentation.
English learner data	Maintain accurate language-acquisition status, enrollment, assessment participation, reclassification, and related CALPADS information.	Supports English Learner Progress and student-group reporting.	Reconcile local records, CALPADS, ELPAC systems, testing status, dates, and student identifiers.
Statewide assessment participation and results	Register eligible students correctly, administer applicable assessments, maintain demographic and program information, resolve participation issues, and review available results and files.	Supports academic, science, and English learner measures; assessment vendors and CDE also supply data.	Reconcile eligibility, enrollment, SSIDs, exemptions, test status, participation, demographic attributes, and testing windows.
Certificated staff and assignment data	Certify required Fall 2 staff demographic, assignment, FTE, course, and educator-identifier information.	Supports appropriately assigned teacher information within the Priority 1 local-indicator environment and related public reporting.	Reconcile HR, credential, master-schedule, SEID, CALPADS, and CalSAAS information before certification.
Local-indicator evidence and results	Annually measure progress using applicable SBE-approved self-reflection tools or requirements, report results publicly with LCAP adoption, and submit results during the CDE window.	Produces the LEA’s local-indicator results and performance standard.	Confirm applicability, current tool, evidence, governing-body agenda treatment, submission authorization, receipt, and published display.
School and organizational status	Keep school identifiers, operational status, charter information, grade spans, alternative-school status, and accountability relationships current through the applicable state processes.	Determines which schools appear, which rules apply, and how results are attributed or compared.	Resolve status changes early; do not wait for the Dashboard preview to discover an incorrect school structure.

What happens when required inputs are missed?

Missed or defective input	Likely consequence	Operational response
CALPADS submission is not certified by the final deadline	Required data may be unavailable for accountability use; the LEA may become eligible for CALPADS-focused Differentiated Assistance. CDE states that final-deadline data generally cannot be revised after the applicable pull and closure.	Escalate before the deadline, preserve unresolved anomalies, complete executive review, and follow current CDE/CSIS direction. Do not represent an uncertified local extract as the state’s published result.
CALPADS data are certified but incomplete or inaccurate	The Dashboard may use inaccurate attribution, student-group membership, denominators, outcomes, or other values. Beginning with 2026–27, CDE has announced expansion of CALPADS Differentiated Assistance to qualifying data-quality issues, with parameters still being developed at the time of this review.	Use certification reports and Dashboard-connection resources before the deadline. After publication, document the issue, correction limits, affected outputs, and the next authorized correction path.
Local-indicator results are not presented with LCAP adoption or not submitted during the CDE window	The LEA receives “Standard Not Met” or “Standard Not Met for Two or More Years,” as applicable.	Confirm the governing-body and submission requirements in the current local-indicator guidance; preserve agenda, presentation, results, certification, and receipt.
Fall 2 certificated staff assignment data are not certified	If no appropriately assigned teacher data can be displayed, CDE states that the applicable local-indicator performance rating will be “Standard Not Met” or “Standard Not Met for Two or More Years.”	Coordinate HR, curriculum, credentialing, CALPADS, and executive review well before Fall 2 certification.
“Standard Not Met for Two or More Years” is reported	CDE identifies this as a possible factor in eligibility for Differentiated Assistance.	Do not treat the label as a clerical display problem. Review both the missed process and the underlying local measure.
Assessment participation or student identifiers are incomplete	Students or results may be missing, misattributed, or reflected in participation and indicator calculations under the applicable rules.	Reconcile TOMS, CALPADS, local enrollment, exemptions, participation reports, demographic data, and current technical rules before data close.
An indicator has too few eligible students	Some results or overall determinations may not be displayed because reporting and performance-level rules use minimum group sizes and privacy protections.	Treat a blank or absent result as “not displayed under the applicable rules,” not as zero performance, no students, compliance, or success.

A dependable district reporting workflow

MapConnect every indicator to its upstream fields, systems, owners, submission, deadline, certification reports, and downstream outputs.
MaintainKeep enrollment, exits, demographics, programs, attendance, discipline, courses, staff, and assessment registrations current throughout the year.
ReconcileCompare local systems to CALPADS, assessment systems, HR and credential records, program records, and prior certified snapshots.
ReviewUse certification and anomaly reports at school, district, student-group, cohort, and record level; explain unexpected changes before approval.
CertifyObtain authorized review and certify complete data by the published deadline; preserve reports, approvals, certifications, and unresolved exceptions.
Complete local indicatorsUse current self-reflection requirements, present results publicly with the LCAP, submit during the CDE window, and retain the receipt.
Preview and communicateReview available state previews and files, prepare contextual explanations, and distinguish confirmed errors from disappointing but valid results.
UseBring published results into LCAP, SPSA, program evaluation, resource allocation, educational-partner engagement, and implementation review.

What can be learned when comparing districts?

Indicator-specific strengths and challenges: identify where districts show stronger current performance, improvement, decline, or persistent difficulty on the same published measure.
Student-group patterns: examine whether opportunity and outcome gaps appear across racial and ethnic groups, English learners, students with disabilities, socioeconomically disadvantaged students, foster youth, students experiencing homelessness, and other reported groups.
Consistency across measures: determine whether academic, engagement, completion, climate, and conditions indicators tell a reinforcing or contradictory story.
Variation within systems: compare a district result with its schools and student groups to see whether the overall value masks concentrated strengths or challenges.
Change over time: examine direction and persistence, applying the current technical definition of Status and Change rather than comparing colors alone.
Questions for peer learning: identify districts with similar contexts but different patterns, then investigate policies, implementation, resources, participation, and local evidence outside the Dashboard.
Data-quality signals: locate missing indicators, abrupt population shifts, implausible changes, inconsistent subgroup patterns, or differences that warrant source-level reconciliation.
Need for support: understand the publicly reported indicators used within California’s system of support, while consulting the current assistance criteria for formal determinations.

Make district comparisons more responsible

Before comparing	Check	Why it matters
Indicator	Same indicator, reporting year, Status/Change component, calculation version, and grade span	Different indicators and components do not measure the same outcome.
Population	Enrollment, tested or eligible students, cohort, student group, mobility, and minimum group size	District averages can represent materially different students and denominators.
Organization	District type, charter status, COE status, DASS schools, grade configuration, school portfolio, and accountability attribution	Organizational differences affect which measures apply and who is included.
Context	Local programs, geography, labor market, student mobility, alternative settings, disasters, school openings or closures, and other documented conditions	The Dashboard displays outcomes and conditions; it does not encode every relevant cause.
Data quality	Certification status, missing displays, participation, corrections, unusual shifts, and source-file notes	A polished public display can still reflect incomplete, lagged, or misunderstood inputs.
Local measures	Self-reflection method, evidence, survey design, response rates, administration, and local context	Local indicators share performance standards but are not necessarily identical measurements across LEAs.

What should the Dashboard not be used to infer?

Not a single ranking or grade: the Dashboard reports multiple indicators separately and does not establish one overall “best” district or school.
Not proof of causation: a program, leader, curriculum, vendor, staffing model, or expenditure cannot be credited or blamed solely because a Dashboard measure changed.
Not an individual evaluation: district, school, and student-group results do not establish the performance of an individual student, teacher, principal, counselor, or employee.
Not a complete measure of school quality: the Dashboard cannot by itself establish safety, instructional quality, belonging, family experience, service fidelity, accessibility, or whether a school is the right setting for a particular student.
Not a measure of mastered skills: assessment indicators summarize performance under defined rules; they do not identify every skill students have mastered or explain why performance occurred.
Not a like-for-like comparison without review: districts with different grade spans, student populations, mobility, alternative schools, programs, and accountability structures are not automatically comparable.
Not evidence that missing means zero: a blank, dash, absent color, or unavailable student-group result may reflect applicability, minimum group size, privacy, missing input, or another technical rule.
Not a real-time picture: indicators use defined historical periods and may combine data from different years. The display may not describe conditions today.
Not a statistically significant difference by default: different values or colors do not alone establish that a difference is meaningful, stable, or unlikely to result from ordinary variation.
Not proof of compliance beyond the measure: a favorable indicator does not establish that every underlying legal, program, fiscal, instructional, or procedural requirement was met.
Not equivalent local evidence: local indicators are based on locally collected information and self-reflection; comparison requires examination of methods and evidence, not just the displayed standard.
Not a substitute for source data: consequential decisions should return to record-level, program, fiscal, qualitative, and implementation evidence rather than relying only on the public visualization.

Local questions to answer before certification

Which local fields and systems feed each Dashboard indicator, and who owns each one?
Which CALPADS reports reproduce or approximate the expected numerator, denominator, cohort, and student-group attribution?
Can every unexpected shift be explained by verified student records, program changes, organizational changes, or documented methodology?
Have school leaders reviewed their data while corrections are still possible?
Are assessment participation, exemptions, enrollment, and demographic attributes reconciled across TOMS and CALPADS?
Have HR, curriculum, credentialing, and CALPADS staff reconciled Fall 2 assignments and SEIDs?
Were local-indicator results measured, publicly presented, submitted, and retained under the current requirements?
Is there a backup who can locate the source files, reports, anomalies, certifications, credentials, and submission evidence?
Does the communication plan explain limitations, lag, minimum group sizes, and differences among state and local measures?

Official resources

Source review completed September 6, 2026. CDE has scheduled the 2026 Dashboard and its Technical Guide for October 15, 2026; therefore, verify the released 2026 Technical Guide, indicator definitions, Status and Change rules, cut points, minimum group sizes, DASS rules, student-group rules, participation rules, local-indicator tools and submission window, CALPADS deadlines and certification status, data-quality assistance criteria, preview and correction procedures, and published downloadable files before acting. This operational introduction supports responsible review but does not replace current official guidance, statistical analysis, program evaluation, or legal advice.