"The farther it gets from that, the less connection is made with the behaviour," she added. "Humans have a natural desire to know what an animal is thinking, and yet we are limited to reading body language and measuring physiological reactions."
One of the first scientific studies on the ashamed look given by dogs was conducted by Alexandra Horowitz, an associate professor of psychology at Barnard College in New York City.
In a study published in Inside of a Dog: What Dogs See, Smell, and Know, she used 14 dogs, videotaping them in a series of trials and studying how they reacted when an owner left the room after telling them not to eat a treat.
Some of the dogs ate the treats before their owners returned and some did not.
"I found that the 'look' appeared most often when owners scolded their dogs, regardless of whether the dog had disobeyed or did something for which they might or should feel guilty. It wasn't 'guilt' but a reaction to the owner that prompted the look," Ms Horowitz said.
"I am not saying that dogs might not feel guilt, just that the 'guilty look' is not an indication of it," she added.
But scientific evidence has done little to quell the success of so-called 'dog-shaming' sites. Pascale Lemire, the creator of dogshaming.com has seen the website receive more than 58 million page views since 2012.
Its popularity led Ms Lemire to publish the book Dog Shaming, which entered The New York Times bestseller list in January.
"I don't think dogs actually feel shame," Ms Lemire told The Associated Press. "I think they know how to placate us with this sad puppy-dog look that makes us think they're ashamed of what they've done.
"My guess is that their thinking is: 'Oh man, my owner is super mad about something, but I don't know what, but he seems to calm down when I give him the sad face, so let's try that again.'
"People come for a laugh and camaraderie," Ms Lemire added. "They see that their dog isn't the only one who does awful things. People don't shame their dogs out of anger, they do it out of love."
- UK Independent, AP