The Bucs made the announcement in a one-sentence statement from team co-chairman Joel Glazer, who said ownership supports a plan set in motion after the NFL's youngest coach was hired last January.
NFL Network's Jason La Canfora reports that the announcement didn't extend to the entire staff. Team sources tell La Canfora that there has been uncertainty among Tampa Bay coaches about their futures, and some believe the staff will not ultimately coach in the Senior Bowl later this month as changes are made.
The Bucs went 3-13 in the 33-year-old Morris' first season. The team's worst finish since 1991 fueled speculation that the Glazer family might consider a change.
Ownership recently reached out quietly to Bill Cowher, a source with knowledge of the situation told La Canfora, and the former Pittsburgh Steelers coach had interest in the position.
"We are committed to the plan that we began 12 months ago with coach Morris, and we look forward to building on the pieces that were put in place this season," Glazer said.
The announcement came hours after Morris said despite the team's poor record, he believes the Bucs are headed in the right direction.
The coach identified his top offseason priorities Monday as the continued development of rookie Josh Freeman and using the draft to surround the 21-year-old quarterback with promising young talent. The Bucs will have five of the first 99 selections, including No. 3 overall.
"You've got to say No. 5's the biggest priority, making sure everything works around him, because when it worked around him, we were able to be successful," Morris said, referring to Freeman's jersey number.
Freeman moved into the lineup following an 0-7 start. He passed for 1,857 yards and 10 touchdowns -- both Tampa Bay rookie records -- but also threw 18 interceptions and was sacked 20 times while going 3-6 and compiling a passer rating of 59.9.
"I definitely learned a lot," Freeman said. "Obviously I had my ups and my downs, but I got a lot of valuable experience. I couldn't imagine sitting out this entire season and going into the first game next year not having any game experience."
The Bucs spent much of the year regrouping from the firing of offensive coordinator Jeff Jagodzinski less than two weeks before the season opener. Defensive coordinator Jim Bates was ousted after 10 games, and Morris took over play-calling responsibilities down the stretch.
Morris was noncommittal about whether former quarterbacks coach Greg Olson will continue as offensive coordinator. Morris also is pondering whether he will continue to lead a defense that played better under his guidance.
"I've got a feeling year two will be a lot less dramatic for me. There was a lot of stuff going on this year," Morris said, noting there were changes to the roster last winter, including the release of veterans Derrick Brooks, Cato June, Joey Galloway, Ike Hilliard and Warrick Dunn.
"We have to find our direction, which we have, keep going that way and keep getting better," Morris added. "It has been a lot of ups and downs. It has been a rough year on all of us. Hopefully next year it could be a lot smoother sailing and a lot better for all of us."
The Associated Press contributed to this report.