Robinson has been in charge since 2009 and is contracted until the 2015 World Cup, but prior to his third Six Nations in charge made it clear he was determined for Scotland to shed their "unlucky losers tag".
Robinson today made one change in personnel to his starting line-up following the loss to Ireland - centre Nick De Luca coming in for the concussed Lee Jones, with Max Evans moving to the wing and Jack Cuthbert coming onto the bench - as Scotland bid to avoid the wooden spoon by winning on the final weekend of the championship for the third straight year.
Scotland are seeking to improve a record of 11 losses in 14 Six Nations matches under Robinson and avoid a first whitewash since 2004 and the extension of the winless run to seven matches - something which would be the worst sequence since 1998.
The former Bath and England boss has support in many quarters and is understood to have the backing of the Scottish Rugby Union - although Saturday's match in Rome could have a major bearing on that - but declined the opportunity to unequivocally state he has no intention of walking away.
Asked today if he will be in charge beyond the tournament, Robinson told Press Association Sport: "I've got a contract to 2015. I just focus on this next game.
"I've just got to look at the way we're trying to play, focus on the team and that's the big thing for me.
"Everybody's frustrated, everybody's disappointed about the losses and the manner of the losses, but also there is a confidence and an inner strength among the team."
While only Robinson knows his intentions for certain - and the prospect of a return to Bath has long been muted - the indications suggest he will be staying at Murrayfield.
The 47-year-old has overseen a radical coaching overhaul in recent weeks and Saturday's match at the Stadio Olimpico will be the last for Scotland attack coach Gregor Townsend and his defensive counterpart Graham Steadman.
Steadman has been replaced by Matt Taylor, currently defence coach at Queensland Reds, while Scott Johnson has been appointed senior assistant coach, with Townsend moving into the head coach's role at Glasgow Warriors and incumbent Sean Lineen shifting into a newly-created scouting role with the SRU.
Following the lacklustre showing in the 32-14 loss in Dublin, Robinson has demanded an improved display in Rome, where Scotland last won in 2006 - one of two wins in the Eternal City since Italy joined the Six Nations in 2000.
Robinson added: "We've worked well this week. There have been a number of things we needed to sort out. Our defence - the opportunities we gave Ireland in the first half, the softness of the scores - was hugely disappointing. It really undermined our performance.
"A lot of our attacking shape was very good. We were able to create things, it's about taking them.
"When you do get your chances and you do get three points or five points, it's about making sure the opposition don't go up the other end of the field and score. That's what we got wrong."
Like Scotland, the Azzurri have been beaten by England, Wales, France and Ireland in the tournament.
Italy's only previous home game this season was the 19-14 loss to England and Robinson is wary.
He added: "They're a team that has been developing. They will want to get a win out of the championship, as we do.
"There will be two desperate sides to win the game. They want to defend their own territory and they do it with real pride.
"You're going to be tested physically by the Italian front five, their back row are skilful and good in the air, but also the Italians have been developing their back play.
"Whilst it's probably not been seen yet, they have some dangerous runners and good finishers.
"We go into every game expecting to win and working to win and believing we have the game if we perform at our very best.
"We've not been at our very best in every single game and that's why we've not won the games.
"It's about putting in an 80-minute performance."