How can broken links affect the ranking of my website?

[craigwilson]

Broken links annoy the visitors to your web site, which lowers your percentage of return visitors.
In addition, broken links on your web site may negatively affect your search engine rankings.
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[jeffrey78]

Yes broken link is negative reputation in the eyes of search engine. It may give negative effect to search engine ranking.