what portion of total operating income is generated by north america segment in 2016?
operating income ( loss ) by segment is summarized below: .

|  | Year Ended December 31, |
| :--- | :--- |
| (In thousands) | 2016 | 2015 | $ Change | % Change |
| North America | $408,424 | $460,961 | $(52,537) | (11.4)% |
| EMEA | 11,420 | 3,122 | 8,298 | 265.8 |
| Asia-Pacific | 68,338 | 36,358 | 31,980 | 88.0 |
| Latin America | (33,891) | (30,593) | (3,298) | 10.8 |
| Connected Fitness | (36,820) | (61,301) | 24,481 | 39.9 |
| Total operating income | $417,471 | $408,547 | $8,924 | 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. .

north_america_income_2016 = 408424
total_income_2016 = 417471
percent_north_america_2016 = north_america_income_2016 / total_income_2016
answer = percent_north_america_2016 * 100