A report had previously suggested that the soldier was winning the most votes from viewers, securing his position in the competition despite low scores from the judges. Beharry failed to reach the final following his exit in last week's semi-final.
Speaking on ITV's This Morning, Phillip Schofield confirmed that Beharry had triumphed over his fellow competitors in the first week and had gone on to top the poll a further seven times.
"Week one, Johnson was in the lead with 28% of the vote," the presenter revealed. "Week two was Denise [Welch] with 31%.
"Then week three, four, five, six, seven and eight it was Johnson. Week nine it was Laura [Hamilton] with 24%. Week ten it was Johnson again. Week 11 was Sam [Attwater] with 30."
Detailing the voting breakdown from last night's final, Schofield revealed that champion Attwater had scored 42.11% of the vote against Laura Hamilton and Chloe Madeley.
Following their performances of the 'Bolero', the former EastEnders actor won 63% of the vote against Hamilton.
A full breakdown of results from throughout the series will be made available on the Dancing on Ice website later today.
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Watch our recent interview with Dancing on Ice winner Sam Attwater below: