Series 162 Market Data Verification and Reference Data Currency Guide
May 12, 2026
Study market data verification and reference data currency for FINRA Series 162 Supervisory Analyst Part II with learning objectives, report-review controls, and exam traps.
On this page
This Series 162 lesson covers market data verification and reference data currency within Review the Content of the Report to Assess the Accuracy, Consistency, and Sources of Data and Calculations Included in the Report. Read it as a supervisory analyst report-review lesson: the exam usually asks whether the report’s sources, calculations, assumptions, valuation work, or conclusions are accurate, consistent, and supportable enough for approval.
Learning Objectives
Verify that dividend yield, market capitalization, and share price data are current and internally consistent with the report date.
Determine whether trading volume and 52-week high-low data were drawn from a credible source and remain timely enough for publication.
Assess whether market data shown in a chart is consistent with the narrative description of recent trading performance.
Identify the supervisory issue when a report uses pre-market, after-hours, or stale closing-price data without clear explanation.
Evaluate whether ADR pricing, foreign listing data, or cross-listed market data are matched correctly to the security discussed in the report.
Determine whether a change in shares outstanding, split adjustment, or dividend adjustment should alter the market data cited in the report.
Assess whether a yield figure is based on the correct dividend rate, share price, and frequency assumptions.
Identify when a market data source is credible in general but not reliable for the specific security type or trading venue discussed.
Determine the best approval response when an exhibit uses a different price date than the valuation and recommendation language.
Key Concepts
Data integrity comes before reasonable-basis review.
Sources, estimates, calculations, financial statements, adjustments, accounting context, and market data must be labeled, current, consistent, and reconcilable.
A report can be analytically interesting and still fail approval because the factual foundation is weak.
Exam Focus
This section is most likely to test data source attribution, permissions, estimate labeling, third-party information, management guidance, source credibility, calculation integrity, ratio mechanics, cross-section consistency, financial statement reconciliation, per-share consistency, accounting statement construction, footnotes, MD&A context, comparability adjustments, sustainable cash flow, structural adjustments, accounting practices, special items, reporting treatments, market data verification, and reference data currency. Strong answers challenge the weak point in the report rather than rewriting the report from scratch. Weak answers often accept a conclusion because the model, table, or narrative looks sophisticated.
Series 162 rewards evidence discipline. The supervisory analyst should ask whether the report is internally consistent, whether the method fits the conclusion, and whether the recommendation is proportionate to the support shown.
How to Apply This Section
Start with the input, not the conclusion. Identify where each important number came from, whether it is labeled correctly, whether it reconciles across tables and narrative sections, and whether the calculation, adjustment, or market reference is current and consistently applied.
Use this sequence when a vignette gives several numbers or claims:
Step
Question
Why it matters
Identify the claim
What conclusion, input, estimate, ratio, valuation, or risk statement is being tested?
It keeps the review focused.
Check the source
Is the input current, labeled, credible, permitted, and consistent with the report?
Weak sources weaken the approval basis.
Reconcile the support
Do tables, statements, per-share figures, ratios, assumptions, and narrative claims agree?
Internal inconsistency is a supervisory defect.
Test proportionality
Does the strength of the conclusion match the strength of the evidence?
Ratings and targets should not outrun support.
Decision Table
If the stem includes…
First concern
Stronger answer pattern
unlabeled estimate or mixed data sources
source quality
label, verify, and reconcile before relying on it
ratio, per-share, or table mismatch
calculation integrity
recalculate and correct the inconsistent support
aggressive model assumption
valuation support
challenge the assumption and require explanation
rating or target stronger than the analysis
recommendation alignment
revise or reject until the conclusion is proportionate
broad macro, industry, or technical claim
relevance
connect it to issuer-specific support or reduce reliance
Common Pitfalls
Accepting a plausible output while ignoring source quality.
Missing inconsistencies between tables, per-share metrics, statements, and narrative claims.
Approving adjustments that help the story but are not explained or applied consistently.
Review Checklist
Before leaving this section, make sure you can address these points:
Verify that dividend yield, market capitalization, and share price data are current and internally consistent with the report date.
Determine whether trading volume and 52-week high-low data were drawn from a credible source and remain timely enough for publication.
Assess whether market data shown in a chart is consistent with the narrative description of recent trading performance.
Identify the supervisory issue when a report uses pre-market, after-hours, or stale closing-price data without clear explanation.
Evaluate whether ADR pricing, foreign listing data, or cross-listed market data are matched correctly to the security discussed in the report.
Determine whether a change in shares outstanding, split adjustment, or dividend adjustment should alter the market data cited in the report.
Assess whether a yield figure is based on the correct dividend rate, share price, and frequency assumptions.
Identify when a market data source is credible in general but not reliable for the specific security type or trading venue discussed.
Explain whether the defect is a source, calculation, model, valuation, or conclusion-support problem.
State what the supervisory analyst should challenge before approving the report.
Key Takeaways
Series 162 is a report-support exam, not a general finance essay exam.
The best answer usually identifies the weakest source, calculation, assumption, or conclusion link.
A persuasive research narrative is not enough if the support is stale, inconsistent, mislabeled, or disproportionate.
When two answers seem plausible, choose the one that makes the report more internally consistent and defensible.