Research found that backgrounds of shelter dog pictures do not make a big difference in leading to clicks. On the other hand, the dog's physical traits and expressions are the main drivers.

Backgrounds Don’t Matter? Surprising Findings About Shelter Dog Photos

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A study found that while background type in shelter dog photographs did not significantly influence online link clicking or sociability scores, the physical appearance and facial expressions of the dogs were key drivers of viewer interest.

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