Not all newspaper distortions occur within the body of an article. Some appear in headlines, memorial notices, advertisements, and decorative boxes where editors used ornamental typefaces and extended dashes to attract attention. While these designs looked elegant in print, they often confuse modern OCR software. Names surrounded by decorative symbols, stretched across a page, or printed in unusual fonts may be indexed incorrectly—or not indexed at all. As a result, some of the most visually prominent names in a newspaper become surprisingly difficult to find through text searches.
Distortion Type
Extended Hyphens or Decorative Fonts
Why it Happens
Ornate typefaces or elongated dashes in name headers.
Why it Matters
Names at the top of ads or memorial boxes (“—Smith—”) become unreadable strings. OCR merges them with symbols.
Search Strategies
- Use minimal search stems (“Smi*”).
- Scroll through advertisements manually—visual recognition often succeeds where OCR fails.
- For ornate obituary headers, search by key phrase (“In Memory of,” “Died”) plus a partial name.
Example
A researcher searches for an obituary for Margaret Smith but finds no results in a newspaper database. When manually browsing the obituary section, they discover a memorial notice headed by the decorative title —SMITH— printed between long ornamental dashes. OCR interpreted the entire heading as a string of symbols and failed to recognize the surname. In another issue, a business advertisement featuring the name Johnson in an elaborate script font was indexed as an unreadable collection of characters. By searching broader keywords and visually scanning likely sections of the newspaper, the researcher locates records that traditional name searches completely missed.
Key Takeaway
The more decorative a name appears on the page, the more likely OCR is to struggle with it. Sometimes the most visible names in the newspaper are the hardest to search.
The Newspaper Distortions Field Guides
Discover all 25 Newspaper Distortions, companion Field Notes, videos, and audio lessons in the Field Guides Collection