operating income ( loss ) by segment is summarized below: .

Table:
( in thousands ) | year ended december 31 , 2016 | year ended december 31 , 2015 | year ended december 31 , $ change | year ended december 31 , % (  % ) change
north america | $ 408424 | $ 460961 | $ -52537 ( 52537 ) | ( 11.4 ) % (  % )
emea | 11420 | 3122 | 8298 | 265.8
asia-pacific | 68338 | 36358 | 31980 | 88.0
latin america | -33891 ( 33891 ) | -30593 ( 30593 ) | -3298 ( 3298 ) | 10.8
connected fitness | -36820 ( 36820 ) | -61301 ( 61301 ) | 24481 | 39.9
total operating income | $ 417471 | $ 408547 | $ 8924 | 2.2% ( 2.2 % )
the increase in total operating income was driven by the following : 2022 operating income in our north america operating segment decreased $ 52.5 million to $ 408.4 million in 2016 from $ 461.0 million in 2015 primarily due to decreases in gross margin discussed above in the consolidated results of operations and $ 17.0 million in expenses related to the liquidation of the sports authority , comprised of $ 15.2 million in bad debt expense and $ 1.8 million of in-store fixture impairment .
in addition , this decrease reflects the movement of $ 11.1 million in expenses resulting from a strategic shift in headcount supporting our global business from our connected fitness operating segment to north america .
this decrease is partially offset by the increases in revenue discussed above in the consolidated results of operations .
2022 operating income in our emea operating segment increased $ 8.3 million to $ 11.4 million in 2016 from $ 3.1 million in 2015 primarily due to sales growth discussed above and reductions in incentive compensation .
this increase was offset by investments in sports marketing and infrastructure for future growth .
2022 operating income in our asia-pacific operating segment increased $ 31.9 million to $ 68.3 million in 2016 from $ 36.4 million in 2015 primarily due to sales growth discussed above and reductions in incentive compensation .
this increase was offset by investments in our direct-to-consumer business and entry into new territories .
2022 operating loss in our latin america operating segment increased $ 3.3 million to $ 33.9 million in 2016 from $ 30.6 million in 2015 primarily due to increased investments to support growth in the region and the economic challenges in brazil during the period .
this increase in operating loss was offset by sales growth discussed above and reductions in incentive compensation .
2022 operating loss in our connected fitness segment decreased $ 24.5 million to $ 36.8 million in 2016 from $ 61.3 million in 2015 primarily driven by sales growth discussed above .
seasonality historically , we have recognized a majority of our net revenues and a significant portion of our income from operations in the last two quarters of the year , driven primarily by increased sales volume of our products during the fall selling season , including our higher priced cold weather products , along with a larger proportion of higher margin direct to consumer sales .
the level of our working capital generally reflects the seasonality and growth in our business .
we generally expect inventory , accounts payable and certain accrued expenses to be higher in the second and third quarters in preparation for the fall selling season. .

Question: what portion of total operating income is generated by north america segment in 2016?
Answer: 97.8%
Calculation: divide(408424, 417471)