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Framework: Source Hierarchy (Filings > Transcripts > Commentary)

A one-card source hierarchy for stock research: audited filings first, then interim filings, news releases, call transcripts, analyst and data-vendor work, and commentary last — with rules for which source wins when they disagree. Educational, not advice.

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The Library and Archives Canada building in Ottawa framed by trees and street lamps
Library and Archives Canada, Ottawa, June 2015. Photo by shankar s., CC BY 2.0, via Wikimedia Commons. Cropped and resized.

Stock research drowns in sources: filings, press releases, call transcripts, analyst notes, apps, videos, forum posts. When they disagree, you need a rule for which one wins. This card is that rule: filings > transcripts > commentary.

Educational framework — not financial advice. Scores in the chart are illustrative. This one-card summary links our deeper guides: using SEDAR+ for stock research, reading an earnings call transcript and evaluating third-party stock score apps.

The card

1. Audited annual filingsAnnual financial statements + MD&A + AIF (SEDAR+)2. Interim filings & material changesQuarterly statements + MD&A, material change reports3. Company news releasesEarnings releases, guidance, deal announcements4. Calls & presentationsTranscripts, investor-day decks — management's framing5. Analyst & data-vendor workSell-side notes, screeners, score apps — derived data6. CommentaryMedia, newsletters, forums, social posts
Higher tiers carry more legal accountability and more verification. When two sources disagree, the higher tier wins until you find out why.

Why the order works

TierWhy it ranks hereWatch out for
Audited annual filingsFinancial statements are audited; CEOs and CFOs certify annual and interim filings; continuous disclosure rules set content and deadlinesLag — they describe the past
Interim filings & material changesSame rulebook, reviewed rather than audited; material change reports are required for significant eventsQuarterly noise
News releasesTimely and official, but written to frame the story; non-GAAP measures must be reconciled to the nearest IFRS figure“Adjusted” headlines — see read non-GAAP metrics critically
Calls & presentationsUseful for tone, priorities and commitments; transcripts usually aren’t filed documentsForward-looking language, selective emphasis
Analyst & data vendorsHelpful synthesis and consensus, but derived from tiers 1–4Stale data, inconsistent definitions, conflicts
CommentaryFast and sometimes insightfulNo accountability; often recycled or wrong
Audited annual filings10/10Interim filings8/10News releases7/10Call transcripts5/10Analyst / data vendors4/10Commentary2/10
Illustrative scoring, not a measured statistic: a rough sense of how much legal accountability and verification sits behind each tier.

How to use it

SituationRule
An app’s figure disagrees with the filingUse the filing; find out how the app defines the metric
Management’s call comment disagrees with the MD&ATrust the MD&A; log the gap in your commitment log
A headline claims something big happenedLook for a news release or material change report on SEDAR+
A kill criterion depends on a numberSource it from tier 1 or 2 only — see the thesis → catalyst → kill criteria card
You’re short on timeRead tier 1–3 for one company before tier 5–6 on ten

Lower tiers aren’t useless — commentary can tell you what questions to ask. They just can’t be the answer. That’s also how StockSummarizer briefs are built: every brief lists its sources so you can climb back up the ladder — see how to use briefs as learning objects.

Sources

  • National Instrument 51-102 Continuous Disclosure Obligations (annual and interim financial statements, MD&A, AIF, material change reports).
  • National Instrument 52-109 Certification of Disclosure in Issuers’ Annual and Interim Filings (CEO/CFO certification).
  • National Instrument 52-112 Non-GAAP and Other Financial Measures Disclosure.
  • National Policy 51-201 Disclosure Standards (timely and non-selective disclosure).

Media credits

  • Hero: “Library and Archives Canada, Ottawa (20564114800).jpg” by shankar s., CC BY 2.0, via Wikimedia Commons. Cropped and resized to 1280×720. Real photograph, not AI-generated.

By Andrew · stocksummarizer.com

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Educational only — not financial advice. Do your own research. See our disclosures.