pre_text: 2022 higher 2017 sales volumes , incremental year-over-year cost savings associated with restructuring and productivity improvement initiatives , costs associated with various growth investments made in 2016 and changes in currency exchange rates , partially offset by incremental year-over-year costs associated with various product development and sales and marketing growth investments : 60 basis points year-over-year operating profit margin comparisons were unfavorably impacted by : 2022 the incremental year-over-year net dilutive effect of acquired businesses : 20 basis points 2016 compared to 2015 year-over-year price increases in the segment contributed 0.3% ( 0.3 % ) to sales growth during 2016 as compared to 2015 and are reflected as a component of the change in sales from existing businesses . sales from existing businesses in the segment 2019s transportation technologies businesses grew at a high-single digit rate during 2016 as compared to 2015 , due primarily to strong demand for dispenser , payment and point-of-sale systems , environmental compliance products as well as vehicle and fleet management products , partly offset by weaker year-over-year demand for compressed natural gas products . as expected , beginning in the second half of 2016 , the business began to experience reduced emv-related demand for indoor point-of-sale solutions , as customers had largely upgraded to products that support indoor emv requirements in the prior year in response to the indoor liability shift . however , demand increased on a year-over-year basis for dispensers and payment systems as customers in the united states continued to upgrade equipment driven primarily by the emv deadlines related to outdoor payment systems . geographically , sales from existing businesses continued to increase on a year-over-year basis in the united states and to a lesser extent in asia and western europe . sales from existing businesses in the segment 2019s automation & specialty components business declined at a low-single digit rate during 2016 as compared to 2015 . the businesses experienced sequential year-over-year improvement in demand during the second half of 2016 as compared to the first half of 2016 . during 2016 , year-over-year demand declined for engine retarder products due primarily to weakness in the north american heavy-truck market , partly offset by strong growth in china and europe . in addition , year-over-year demand declined in certain medical and defense related end markets which were partly offset by increased year-over-year demand for industrial automation products particularly in china . geographically , sales from existing businesses in the segment 2019s automation & specialty components businesses declined in north america , partly offset by growth in western europe and china . sales from existing businesses in the segment 2019s franchise distribution business grew at a mid-single digit rate during 2016 , as compared to 2015 , due primarily to continued net increases in franchisees as well as continued growth in demand for professional tool products and tool storage products , primarily in the united states . this growth was partly offset by year- over-year declines in wheel service equipment sales during 2016 . operating profit margins increased 70 basis points during 2016 as compared to 2015 . the following factors favorably impacted year-over-year operating profit margin comparisons : 2022 higher 2016 sales volumes , pricing improvements , incremental year-over-year cost savings associated with restructuring and productivity improvement initiatives and the incrementally favorable impact of the impairment of certain tradenames used in the segment in 2015 and 2016 , net of costs associated with various growth investments , product development and sales and marketing growth investments , higher year-over-year costs associated with restructuring actions and changes in currency exchange rates : 65 basis points 2022 the incremental net accretive effect in 2016 of acquired businesses : 5 basis points cost of sales and gross profit .
post_text: the year-over-year increase in cost of sales during 2017 as compared to 2016 is due primarily to the impact of higher year- over-year sales volumes and changes in currency exchange rates partly offset by incremental year-over-year cost savings .
table: For the Year Ended December 31
table: ($ in millions) 2017 2016 2015
table: Sales $6,656.0 $6,224.3 $6,178.8
table: Cost of sales (3,357.5) (3,191.5) (3,178.8)
table: Gross profit 3,298.5 3,032.8 3,000.0
table: Gross profit margin 49.6% 48.7% 48.6%
question: Analyse this data from a financial earnings document. what was the percentage change in sales from 2016 to 2017?