According to the News of the World, the model, who previously invited psychic Sally Morgan into her house on What Katie Did Next, fears that her £2.5m property in Woldingham is also home to two ghouls.
"Katie wants out of there quickly as she's convinced it's haunted by a pair of ghosts," a source said. "She feels like she's being driven out of her own home by spirits - she's had enough."
The insider added that Price's husband Alex Reid has also seen a ghost of an elderly woman on the upper floor, while Price allegedly fears that a male spirit has tampered with her sunbed.
"Katie's put up with them for as long as she could and now the time has come to move out," the source continued. "The house was once the site of a retirement home so there may have been a lot of deaths. In her head she's absolutely certain [of] what's going on and she doesn't care what people have to say about it."
However, another friend claimed that Price wants to move house because her current home reminds her too much of her ex-husband Peter Andre.
"Deep down she hates being reminded of Pete on a daily basis," the source explained. "Despite what she says, she misses him. It's sad really. She keeps talking about these ghosts, but it's as if she's haunted by the memory of her and Peter."
> Price 'wants book to make Andre pay'