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CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE INCOME - USD ($) shares in Thousands, $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2015 | Dec. 31, 2014 | Dec. 31, 2013
Revenues: |  |  |
Transportation | $ 11,989,780 | $ 11,936,512 | $ 11,082,942
Sourcing | 1,486,304 | 1,533,555 | 1,669,134
Total revenues | 13,476,084 | 13,470,067 | 12,752,076
Costs and expenses: |  |  |
Purchased transportation and related services | 9,842,271 | 10,044,406 | 9,373,797
Purchased products sourced for resale | 1,365,333 | 1,418,009 | 1,542,184
Personnel expenses | 1,051,410 | 939,021 | 826,661
Other selling, general, and administrative expenses | 358,760 | 320,213 | 326,784
Total costs and expenses | 12,617,774 | 12,721,649 | 12,069,426
Income from operations | 858,310 | 748,418 | 682,650
Interest and other expense | (35,529) | (24,987) | (9,289)
Income before provision for income taxes | 822,781 | 723,431 | 673,361
Provision for income taxes | 313,082 | 273,720 | 257,457
Net income | 509,699 | 449,711 | 415,904
Other comprehensive loss | (9,336) | (17,990) | (1,275)
Comprehensive income | $ 500,363 | $ 431,721 | $ 414,629
Basic net income per share (in dollars per share) | $ 3.52 | $ 3.06 | $ 2.65
Diluted net income per share (in dollars per share) | $ 3.51 | $ 3.05 | $ 2.65
Basic weighted average shares outstanding (in shares) | 144,967 | 147,202 | 156,915
Dilutive effect of outstanding stock awards (in shares) | 382 | 340 | 165
Diluted weighted average shares outstanding (in shares) | 145,349 | 147,542 | 157,080

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