NYFERA publishes independent reference material about New York education policy, schools, public data, funding, and accountability. Our purpose is to help readers understand the evidence, recognize its limitations, and ask informed questions.
This policy establishes the standards for our articles, school and district profiles, comparisons, visual materials, downloadable resources, and tools. It applies regardless of whether content is prepared manually, with AI assistance, or through automated data processing.
Accuracy and usefulness guide editorial decisions. Topics should address meaningful reader questions and fall within NYFERA’s educational scope. Coverage must provide explanation, context, or practical value beyond repeating a press release or reproducing figures.
Content length and structure should follow the subject. A definition may need a short explanation and example; a complex policy or data analysis may require substantial background and methodological detail.
Important claims must be supported by appropriate sources. Priority is given to original records, official publications, documented datasets, legislation and regulations, and relevant research. Secondary reporting may provide context or identify leads, but it should not replace an accessible original source without explanation.
Sources must support the particular claims attributed to them. Review should consider their date, scope, methods, purpose, and potential interests. An official source may establish what an agency reports or requires without independently proving that a policy is effective.
For school data, the documentation associated with the relevant reporting year must guide interpretation. NYSED provides glossaries and business rules covering definitions, reporting timelines, suppression, and aggregation.
Facts, analysis, opinion, and promotional claims must remain distinguishable. A statement from a school or advocacy organization should be attributed when it represents that organization’s position. NYFERA’s interpretation must be presented as interpretation and explain the evidence supporting it.
Policy coverage should describe relevant arguments fairly and assess the strength of their evidence. Fairness does not require giving unsupported assertions the same weight as well-supported findings.
Headlines, summaries, captions, and metadata must accurately represent the content. They must not imply certainty, causation, or conclusions that the underlying evidence cannot support.
School coverage requires care and context. Profiles must distinguish individual schools from campuses, districts, and charter networks. Similar names must be checked against official identifiers and supporting records.
School programs, admissions arrangements, and services should be described using current, identifiable sources. Where information cannot be verified, that uncertainty must remain visible.
Test results and accountability designations must not be presented as complete judgments of a school or its students. Official designations should be identified accurately, with their reporting period and meaning. Loaded descriptions such as “failing” must not substitute for an explanation of the applicable measure.
Data must be presented according to its definitions and limitations. Comparisons should account for reporting periods, grade levels, student populations, participation, admissions arrangements, and changes in measurement.
Missing or suppressed values must not be treated as zero. Calculated results must use appropriate denominators and distinguish percentage changes from percentage-point changes. Associations must not be described as proof of causation.
Charts, tables, and maps must represent the underlying information faithfully. Selective dates, misleading scales, unsupported precision, or omitted limitations must not exaggerate a finding. NYFERA’s Data Methodology provides additional standards.
Review must match the risks and complexity of the material. Before publication, the responsible publisher or editor should check:
- Whether the central claims are supported and accurately attributed.
- Whether names, identifiers, dates, quotations, and calculations are correct.
- Whether relevant limitations and uncertainty are explained.
- Whether the presentation fairly reflects the evidence.
Authorship and review descriptions must reflect work actually performed. A byline must not imply professional credentials, firsthand reporting, or specialist review that did not occur.
Privacy and potential harm require editorial judgment. Public availability alone does not establish a sufficient reason to republish sensitive information. Particular care is required when material concerns children, individual educational needs, or identifiable student experiences.
NYFERA does not permit efforts to identify students from suppressed or aggregate data. Reader submissions must be assessed for accuracy and privacy before publication. Unverified allegations must not be presented as established facts.
Where coverage includes a substantial criticism of an identifiable person or institution, a reasonable opportunity to respond should be sought. Any response must be represented accurately without granting the subject control over editorial conclusions.
Editorial independence must be protected. Relevant financial, professional, or personal relationships should be disclosed and managed. Where a conflict cannot be adequately addressed through disclosure, the assignment or review responsibility should change.
Advertising, sponsorship, and affiliate relationships, if used, must be clearly identified. Payment must not determine factual findings, favorable school descriptions, or placement in editorial comparisons. Separating editorial material from advertising is also a principle reflected in the Society of Professional Journalists’ ethics code.
Original wording, accurate attribution, and respect for intellectual property are required. Fabricated quotations, sources, identities, credentials, and firsthand experiences are prohibited. AI assistance remains subject to our AI Policy and does not transfer editorial responsibility.
Material should be reviewed when reliable new information or a substantiated concern warrants it. Meaningful corrections must be visible under our Corrections Policy; cosmetic edits must not be used to imply substantive freshness.
Readers can raise concerns through our Contact Us page. Editorial decisions should follow the evidence, and this policy should be reviewed as NYFERA’s coverage and publishing practices develop.