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Segment Information
9 Months Ended
Sep. 30, 2020
Segment Reporting [Abstract]  
Segment Information Segment Information
The Company’s products and services are delivered through three segments – Research, Conferences and Consulting, as described below.

Research provides trusted, objective insights and advice on the mission-critical priorities of leaders across all functional areas of an enterprise through reports, briefings, proprietary tools, access to our research experts, peer networking services and membership programs that enable our clients to drive organizational performance.

Conferences provides business professionals across an organization the opportunity to learn, share and network. From our Gartner Symposium/Xpo series, to industry-leading conferences focused on specific business roles and topics, to peer-driven sessions, our offerings enable attendees to experience the best of Gartner insight and advice.

Consulting combines the power of Gartner market-leading research with custom analysis and on-the-ground support to help chief information officers and other senior executives driving technology-related strategic initiatives move confidently from insight to action.

The Company evaluates segment performance and allocates resources based on gross contribution margin. Gross contribution, as presented in the tables below, is defined as operating income or loss excluding certain Cost of services and product development expenses, Selling, general and administrative expenses, Depreciation, Amortization of intangibles, and Acquisition and integration charges. Certain bonus and fringe benefit costs included in consolidated Cost of services and product development are not allocated to segment expense. The accounting policies used by the reportable segments are the same as those used by the Company. There are no intersegment revenues. The Company does not identify or allocate assets, including capital expenditures, by reportable segment. Accordingly, assets are not reported by segment because the information is not available by segment and is not reviewed in the evaluation of segment performance or in making decisions regarding the allocation of resources.

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 

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.