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Segment Information (Tables)
9 Months Ended
Sep. 30, 2020
Segment Reporting [Abstract]  
Schedule of segment reporting information, by segment
The tables below present information about the Company’s reportable segments for the periods indicated (in thousands).

Three Months Ended September 30, 2020ResearchConferencesConsultingConsolidated
Revenues$892,719 $12,738 $89,161 $994,618 
Gross contribution642,328 2,044 28,161 672,533 
Corporate and other expenses   (584,883)
Operating income   $87,650 

Three Months Ended September 30, 2019ResearchConferencesConsultingConsolidated
Revenues $840,998 $66,286 $93,218 $1,000,502 
Gross contribution 582,502 27,465 26,538 636,505 
Corporate and other expenses   (567,358)
Operating income   $69,147 
Nine Months Ended September 30, 2020ResearchConferencesConsultingConsolidated
Revenues$2,677,339 $26,925 $282,380 $2,986,644 
Gross contribution1,928,422 (15,246)91,086 2,004,262 
Corporate and other expenses   (1,692,242)
Operating income   $312,020 

Nine Months Ended September 30, 2019ResearchConferencesConsultingConsolidated
Revenues $2,492,427 $259,392 $290,009 $3,041,828 
Gross contribution 1,729,967 126,910 89,493 1,946,370 
Corporate and other expenses   (1,712,422)
Operating income   $233,948 
Schedule of reconciliation of segment gross contribution to net income (loss)
The table below provides a reconciliation of total segment gross contribution to net income for the periods indicated (in thousands).
Three Months EndedNine Months Ended
September 30,September 30,
2020201920202019
Total segment gross contribution$672,533 $636,505 $2,004,262 $1,946,370 
Costs and expenses:
Cost of services and product development - unallocated (1)7,682 1,059 11,214 4,242 
Selling, general and administrative 521,508 512,159 1,512,987 1,545,905 
Depreciation and amortization53,971 52,398 162,603 158,119 
Acquisition and integration charges1,722 1,742 5,438 4,156 
Operating income 87,650 69,147 312,020 233,948 
Interest expense and other, net(28,669)(16,049)(97,228)(66,716)
  Loss from divested operations— — — (2,075)
  Loss on extinguishment of debt(44,814)— (44,814)— 
  Less: (Benefit) provision for income taxes(2,797)11,710 22,840 (432)
Net income $16,964 $41,388 $147,138 $165,589 

(1)The unallocated amounts consist of certain bonus and fringe costs recorded in consolidated Cost of services and product development that are not allocated to segment expense. The Company’s policy is to allocate bonuses to segments at 100% of a segment employee’s target bonus. Amounts above or below 100% are absorbed by corporate.