Jennifer LopezandAlex Rodriguezare not giving up on their relationship.
Shortly after the pairissued a joint statementthat they are “working through some things” following reports that they hadsplit, a source tells PEOPLE that Lopez and Rodriguez had indeed hit a few bumps in the road in their relationship due to being long distance.
“They were having problems before she left for the Dominican Republic. Filming made it worse because they haven’t been able to see each other much in person,” the source says. “But they love each other and want to keep working on things.”
Lopez, who is currently filmingShotgun Weddingin the Dominican Republic, and Rodriquezgot engaged in the Bahamasin March 2019 after dating for two years.
Over the past year, the couple has spent time at home during the pandemic with their blended families — Lopez’s 13-year-old twinsMaximilian “Max” David and Emme MaribelwithMarc Anthonyand the former MLB player’s daughters Ella, 12, and Natasha, 16, with ex-wifeCynthia Scurtis.
HECTOR RETAMAL/AFP via Getty

An insider close to the couple previously told PEOPLE of Lopez and Rodriquez: “They never officially broke up and talked about it but are still together. They hit a rough patch. But were not broken up.”
The insider added that the speculation that arose last month that Rodriguez had had an affair withSouthern Charm’sMadison LeCroy"had no bearing on the rough patch at all."
Alex Rodriguez and Jennifer Lopez.Karwai Tang/WireImage

“She’s working in the Dominican Republic and he’s in Miami so it’s tough seeing each other especially with quarantining and COVID,” the insider added of Lopez and Rodriguez. “But they want to try to stay together.”
Never miss a story — sign up forPEOPLE’s free daily newsletterto stay up-to-date on the best of what PEOPLE has to offer, from juicy celebrity news to compelling human interest stories.
Earlier this year, Lopez talked about having to postpone their wedding two times because of the ongoingCOVID-19 pandemic.
“We postponed the wedding twice. We had planned what we really, really wanted to do, [but] I don’t know if we’ll be able to re-create that,” the “In the Morning” singer toldElle. “We canceled it, and since then we haven’t really talked about it. There’s no rush. We want to do it right when we can do it.”
For more on whereJennifer Lopezand Alex Rodriguez stand, listen below to the episode of PEOPLE Every Day.
She also shared last month that the two hadgone to therapytogether.
“I miss being creative and running on 150,” Lopez toldAllure. “But Alex, of all people, was like, ‘I love it. I love being at home. I love doing my Zooms. I love knowing the kids are there, and you’re there all the time.’ It has been actually really good.”
“We got to work on ourselves. We did therapy,” she explained. “I think it was really helpful for us in our relationship.”
source: people.com