Authority Network America Data Sources and Verification Methodology

The data sources and verification methodology underlying the Authority Network America directory determine the accuracy, currency, and legal defensibility of every listing published across the network. This page describes the primary source types consulted, the structural logic governing cross-referencing and validation, the classification rules applied to license status and credential categories, and the tensions inherent in maintaining a national directory that spans more than 50 state licensing jurisdictions. Researchers, compliance officers, and industry professionals consulting the network's listings will find here the full reference framework for how data is acquired, assessed, and maintained.

• Definition and Scope
• Core Mechanics or Structure
• Causal Relationships or Drivers
• Classification Boundaries
• Tradeoffs and Tensions
• Common Misconceptions
• Checklist or Steps
• Reference Table or Matrix
• References

Definition and Scope

A data source, in the context of the Authority Network America directory, is any government-maintained database, statutory registry, regulatory board record, or accreditation body publication from which credential and licensing status can be independently confirmed. The scope of primary sources consulted spans all 50 U.S. states plus the District of Columbia, drawing from state-level licensing boards, federal regulatory agencies, and nationally recognized credentialing organizations.

Verification methodology refers to the structured process by which data pulled from those sources is cross-checked, classified, and assigned a confidence tier before appearing in a published listing. Methodology is not a single lookup — it is a sequence of source consultations governed by documented rules for conflict resolution, staleness detection, and classification ambiguity.

The network's data sources and methodology framework applies uniformly across all verticals covered under the participating verticals index. The geographic scope is national, though verification depth varies by state based on the accessibility and structure of each state's public licensing portal.

Core Mechanics or Structure

Primary Source Layer

The first layer of verification draws exclusively from official government sources. These include:

• State licensing board databases — the authoritative record for profession-specific licenses such as contractor certifications, medical licenses, insurance producer appointments, and real estate credentials.
• Secretary of State business registries — confirm entity formation status, registered agent, and good-standing designation for business-level listings.
• Federal agency registries — for federally regulated professions, including the National Practitioners Data Bank (NPDB) administered by the Health Resources and Services Administration, the SAM.gov entity registry for federal contractors, and the FINRA BrokerCheck database for financial industry registrants.
• Occupational licensing portals — the National Occupational Licensing Database (NOLD) maintained by the U.S. Department of Labor catalogs occupational licensing requirements by state, providing a reference map for what each state defines as a regulated profession.

Secondary Source Layer

Where primary sources provide incomplete data — for instance, when a state board's public portal displays only active/inactive status without disciplinary history — secondary verification draws from:

• Accreditation body rosters (e.g., The Joint Commission for healthcare organizations; NCQA for managed care and behavioral health)
• Court records and public enforcement actions published by state attorneys general
• Federal enforcement databases, including FTC enforcement actions and CFPB enforcement orders

Conflict Resolution Protocol

When primary and secondary sources disagree on license status, the primary government source governs. A discrepancy flag is logged in the internal record and triggers a manual review cycle. Listings with unresolved flags are held from publication until the conflict is adjudicated through additional source consultation or direct board inquiry.

Causal Relationships or Drivers

The complexity of the methodology is driven by structural variation across state licensing systems, not by the directory's design preferences. Three principal causal factors shape how verification must operate:

1. State-by-state jurisdictional fragmentation. The United States has no single unified professional licensing database. Across 50 states and the District of Columbia, licensing authority is divided among approximately 1,600 state licensing boards (Institute for Justice, License to Work, 3rd Edition). Each board operates its own database, uses its own status terminology, and publishes records with differing degrees of detail.

2. License portability and reciprocity gaps. Interstate license compacts — such as the Nurse Licensure Compact (NLC) administered by the National Council of State Boards of Nursing, and the Psychology Interjurisdictional Compact (PSYPACT) — allow practitioners to hold multi-state privileges under a single license. Verifying these compact-issued privileges requires consulting both the issuing state and the compact administrator's records, which are maintained separately.

3. Record update latency. State boards process discipline, reinstatement, and expiration notices on cycles that range from real-time to quarterly updates. The Council on Licensure, Enforcement and Regulation (CLEAR) has documented this latency as a persistent challenge in professional licensing transparency. Verification methodology must account for the possibility that a record pulled from a state portal may reflect status as of 30 to 90 days prior.

Classification Boundaries

Listings in the Authority Network America directory are assigned to one of four verification status classifications, each with defined criteria:

The boundary between "Verified Active" and "Unverified — Claimed" is not a judgment on the entity's honesty — it reflects only the state of primary source confirmation at the time of review. Consistent with the network's listing eligibility standards, only listings with Verified Active or Verified Pending classifications are published in directory-facing views.

Tradeoffs and Tensions

Currency vs. Depth

Frequent automated checks against state licensing portals improve data currency but reduce the depth of each review cycle — automated pulls typically retrieve status fields only, not disciplinary history or condition annotations. Manual verification retrieves fuller records but can only be performed on a 90-day cycle for the full listing inventory.

Comprehensiveness vs. Accuracy

Expanding source coverage to include more secondary sources increases the number of professions and jurisdictions the directory can represent. It also increases the probability of source conflicts, which require manual adjudication and can delay publication. The member verification standards define the minimum primary source threshold required before a listing can be classified as verified, ensuring that expansion does not dilute accuracy standards.

Transparency vs. Privacy

Disciplinary records are public in most jurisdictions. Publishing enforcement actions against named licensees serves the consumer protection function described under the consumer protection role of the network. However, board records sometimes contain errors, and corrected records may not propagate to third-party systems promptly. The methodology applies a 30-day hold on disciplinary notation before publication to allow correction cycles to complete.

Common Misconceptions

Misconception: A listing in the directory constitutes an endorsement of service quality.
Verification confirms the legal licensure status of an entity — not performance, customer satisfaction, or professional quality. License verification and quality assessment are categorically distinct operations. The directory performs only the former.

Misconception: An "active" license status means the license has no conditions or restrictions.
State boards issue active licenses with conditions — probationary requirements, scope restrictions, supervision mandates — without always exposing those conditions in the public status field. An "active" status on a state portal may coexist with a consent order or practice restriction that requires separate investigation to identify.

Misconception: The directory searches all federal databases.
Federal database coverage is limited to sectors where federal licensure or registration is the governing credential (financial services, federal contractors, some healthcare categories). The directory does not conduct comprehensive federal civil litigation or bankruptcy searches as part of the standard verification cycle.

Misconception: License verification is instantaneous.
State portals vary significantly in API accessibility and response time. As of the methodology's current design cycle, 14 states do not offer machine-readable public licensing APIs, requiring screen-based lookup procedures that extend verification time to 24–72 hours per record.

Checklist or Steps

The following sequence describes the verification workflow applied to each new listing submission:

1. Entity identification confirmed — legal business name, state of formation, and primary jurisdiction of licensure collected from submission.
2. License category mapped — the claimed credential type is matched to the applicable licensing board using the recognized license types index.
3. Primary source query executed — the relevant state board's public database is queried using the submitted license number and entity name.
4. Status field recorded — active, inactive, expired, suspended, or revoked status is logged with a timestamp.
5. Disciplinary history review — the board's disciplinary action table or public order index is reviewed for the entity name and license number.
6. Secondary source cross-check — where applicable, NPDB, SAM.gov, FINRA BrokerCheck, or accreditation body records are consulted.
7. Conflict flag assessment — discrepancies between sources are flagged and held for manual adjudication before classification is assigned.
8. Verification classification assigned — one of the four classifications described in the Classification Boundaries section is assigned based on confirmed data.
9. Record timestamped and queued for refresh — the record enters the update and renewal schedule cycle for ongoing currency maintenance.
10. Publication decision rendered — listings meeting the Verified Active or Verified Pending threshold are released for directory publication; others are held or marked accordingly.

Reference Table or Matrix

Source Type by Verification Function

References

• U.S. Department of Labor — National Occupational Licensing Database (NOLD)
• Health Resources and Services Administration — National Practitioners Data Bank (NPDB)
• U.S. General Services Administration — SAM.gov Entity Registry
• FINRA BrokerCheck
• The Joint Commission — Quality Check Accreditation Database
• NCQA — National Committee for Quality Assurance
• Federal Trade Commission — Enforcement Cases and Proceedings
• Consumer Financial Protection Bureau — Enforcement Actions
• Institute for Justice — License to Work, 3rd Edition
• Council on Licensure, Enforcement and Regulation (CLEAR)
• National Council of State Boards of Nursing — Nurse Licensure Compact
• PSYPACT — Psychology Interjurisdictional Compact