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Krishnadevan is Editorial Director at BasisPoint Insight. He has worked in the equity markets, and been a journalist at ET, AFX News, Reuters TV and Cogencis.
October 26, 2026 at 4:31 AM IST
An investor can know a company inside out and still have a weak case for buying its shares. Hours spent checking forecasts and valuations may establish that a stock looks attractive. They do not establish that it deserves the money more than another investment, particularly if the alternatives never received comparable scrutiny.
The advice to “do your own research” leaves that selection problem unresolved. A stock catches the eye after a price jump, a slump or a burst of headlines. The investor investigates, but the question has already narrowed to whether that stock is worth buying. Attention has given it a head start over its competitors for capital.
A National Stock Exchange review of 10 studies on retail investors examines that selection. Brad Barber and Terrance Odean’s 2008 study identifies an asymmetry: buying requires choosing from thousands of stocks, while selling usually involves the few already owned. News, unusual trading activity and sharp price moves help investors reduce the buying list.
Using US brokerage records, the researchers found that individuals tended to be net buyers of stocks attracting attention, whether prices had risen sharply or fallen. The institutional managers studied did not display the same consistent pattern.
That brings momentum buyers and bargain hunters closer together than their investment philosophies suggest. One sees a soaring price as evidence of strength; the other sees a slump as a discount. Both may have arrived at the company through the same filter, a price move too conspicuous to ignore.
News can change a company’s prospects, and a falling price can create an opportunity. But neither tells investors how that opportunity compares with the rest of their portfolio or other candidates. Research can improve the assessment of one company while leaving that wider allocation decision untouched.
Another study in the review, by Shu-Fan Hsieh and co-authors, examined online attention and retail trading in Taiwan. Unusually high Google search activity was associated with more similar trading decisions among individual investors, especially in smaller companies and around events involving daily price limits.
The findings do not show that searching causes investors to follow the crowd or earn poor returns. They do challenge the assumption that individual effort guarantees an independent decision. Investors can read filings and question forecasts for themselves while examining the same companies because the same events attracted their attention.
The review also complicates any easy dismissal of retail investors. Research by Ron Kaniel and co-authors, also included in the review, found that heavy individual buying on the NYSE preceded positive short-term returns above the benchmark. The results were consistent with rewards for buying when institutions faced temporary pressure to sell.
Ekkehart Boehmer and co-authors also found that certain retail order flows contained information about future returns. These are different trading patterns: providing liquidity to an urgent seller is not the same as chasing activity, even if either trade begins with a headline.
Capital Allocation
The attention studies do not establish that investors overlooked better stocks or would have earned more by searching differently. They explain what attracts buying, not which alternative every investor should have selected. The lesson concerns the discipline of selection, rather than a return advantage the evidence cannot demonstrate.
A reasonably valued company must still compete with other uses for the money. Another stock may offer a stronger expected return for similar risk. An existing holding may deserve more capital. Cash also belongs in the comparison, even when leaving it uninvested feels less productive than making a purchase.
Nobody can investigate every listed company. But a proposed purchase can be tested against another credible candidate, an existing holding and the option of waiting. The assumptions should be consistent: an optimistic earnings forecast for the favourite stock and a cautious one for its rival would merely dress up the original preference as analysis.
That comparison changes what research must accomplish. Explaining why a stock is worth buying is only the first part of the case; investors must also explain why the alternatives deserve less of the money. A company discovered through a headline may remain the strongest candidate after comparison. The research becomes more useful when it establishes that, rather than simply validating the first stock to attract attention.