Research integrity, information, and conflicts

Before recommending a share, an analyst asks what supports the thesis, not what confirms a desired answer. Standard V(A) requires a reasonable, adequately diligent basis for research, recommendations, and actions. Test sales data quality, the durability of margins, peer valuation choices, and sensitivity to key assumptions. Copying a third-party price target with attribution is insufficient; examine how its data were collected, the provider's record, and the model's relevance. Standard V(B) calls for communication of the general investment process, service costs, important risks and limitations, and separation of fact from opinion. “The share will rise 20%” is a forecast; “reported sales were 100 million” is a fact verifiable against a specified filing.

Material nonpublic information must be handled differently from a published news report. Materiality turns on whether a reasonable investor would consider the information important to a decision or price. Standard II(A) bars trading or inducing others to trade on it. An analyst may form an inference from public information and nonmaterial nonpublic pieces under mosaic theory, provided the combination is not used as a pretext to conceal a material confidential fact. Record each piece's source and public status before releasing research. Classification depends on the nature and timing of the information, not merely on whether it was heard in a meeting.

Sami may personally own the shares, or his firm may receive fees from the covered company. Avoid a conflict where possible, or clearly disclose it under Standard VI(A) so a reader can evaluate its possible effect on independence. Disclosure cannot repair weak research and is no license to use prohibited information. The report should state consequential assumptions, such as 5% growth and a 12% margin, and show what happens if growth becomes zero. Separating opinion from fact identifies uncertainty instead of presenting a model output as a future fact.