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Disaggregation of Revenue
3 Months Ended
Mar. 31, 2019
Revenue from Contract with Customer [Abstract]  
Disaggregation of Revenue Deferred CommissionsSales commissions earned by our sales force are considered incremental and recoverable costs of obtaining a contract with a customer. Sales commissions for initial contracts are deferred and then amortized commensurate with the recognition of associated revenue over a period of benefit that we have determined to be three to seven years. Deferred commissions were $23.6 million and $21.9 million as of March 31, 2019, and December 31, 2018, respectively. Amortization expense was $3.8 million for the three months ended March 31, 2019, and $3.5 million for the three months ended March 31, 2018. There were no indicators of impairment in relation to the costs capitalized for the periods presented. Deferred commissions have been included with prepaid expenses for the current portion and non-current other assets for the long-term portion in the accompanying condensed consolidated balance sheets. Amortization expense related to deferred commissions is included in selling, general and administrative expenses in the accompanying condensed consolidated statements of income.Disaggregation of Revenue
The tables below show disaggregation of revenue into categories that reflect how economic factors affect the nature, amount, timing, and uncertainty of revenue and cash flows.
Timing of Revenue Recognition
Timing of revenue recognition by revenue category during the period is as follows (in thousands):
For the three months ended March 31, 2019
 
 
 
 
 
 
 
 
Products and services transferred at a point in time
 
Products and services transferred over time
 
Total
Revenues
 
 
 
 
 
 
Software licenses and royalties
 
$
16,910

 
$
4,883

 
$
21,793

Subscriptions
 

 
67,275

 
67,275

Software services
 

 
48,443

 
48,443

Maintenance
 

 
100,152

 
100,152

Appraisal services
 

 
5,214

 
5,214

Hardware and other
 
4,189

 

 
4,189

Total
 
$
21,099

 
$
225,967

 
$
247,066


For the three months ended March 31, 2018
 
 
 
 
 
 
 
 
Products and services transferred at a point in time
 
Products and services transferred over time
 
Total
Revenues
 
 
 
 
 
 
Software licenses and royalties
 
$
19,063

 
$
3,713

 
$
22,776

Subscriptions
 

 
49,028

 
49,028

Software services
 

 
45,939

 
45,939

Maintenance
 

 
93,897

 
93,897

Appraisal services
 

 
5,394

 
5,394

Hardware and other
 
4,140

 

 
4,140

Total
 
$
23,203

 
$
197,971

 
$
221,174


Recurring Revenue
The majority of our revenue is comprised of recurring revenues from maintenance and subscriptions. Virtually all of our on-premises software clients contract with us for maintenance and support, which provides us with a significant source of recurring revenue. We generally provide maintenance and support for our on-premises clients under annual, or in some cases, multi-year contracts. The contract terms for subscription arrangements range from one to 10 years but are typically contracted for initial periods of three to five years, providing a significant source of recurring revenues on an annual basis. Non-recurring revenues are derived for all other revenue categories.
Recurring revenues and non-recurring revenues recognized during the period are as follows (in thousands):
For the three months ended March 31, 2019
 
 
 
 
 
 
 
 
 
 
Enterprise
Software
 
Appraisal and Tax
 
Corporate
 
Totals
 
 

 

 

 

Recurring revenues
 
$
158,654

 
$
8,773

 
$

 
$
167,427

Non-recurring revenues
 
65,168

 
14,474

 
(3
)
 
79,639

Intercompany
 
3,553

 

 
(3,553
)
 

Total revenues
 
$
227,375

 
$
23,247

 
$
(3,556
)
 
$
247,066


For the three months ended March 31, 2018
 
 
 
 
 
 
 
 
 
 
Enterprise
Software
 
Appraisal and Tax
 
Corporate
 
Totals
 
 
 
 
 
 
 
 
 
Recurring revenues
 
$
134,496

 
$
8,429

 
$

 
$
142,925

Non-recurring revenues
 
64,775

 
13,134

 
340

 
78,249

Intercompany
 
3,237

 

 
(3,237
)
 

Total revenues
 
$
202,508

 
$
21,563

 
$
(2,897
)
 
$
221,174

Deferred Revenue and Performance Obligations
Total deferred revenue, including long-term, by segment is as follows (in thousands):
 
 
March 31, 2019
 
December 31, 2018
Enterprise Software
 
$
298,184

 
$
327,521

Appraisal and Tax
 
21,589

 
20,018

Corporate
 
569

 
3,397

Totals
 
$
320,342

 
$
350,936



Changes in total deferred revenue, including long-term, were as follows (in thousands):

 
 
March 31, 2019
Balance, beginning of period December 31, 2018
 
$
350,936

Deferral of revenue
 
167,975

Recognition of deferred revenue
 
(198,569
)
Balance, end of period
 
$
320,342



Transaction Price Allocated to the Remaining Performance Obligations

The aggregate amount of transaction price allocated to the remaining performance obligations represents contracted revenue that has not yet been recognized ("Backlog"), which includes deferred revenue and amounts that will be invoiced and recognized as revenue in future periods. Backlog as of March 31, 2019, was $1.3 billion, of which we expect to recognize approximately 50% as revenue over the next 12 months and the remainder thereafter.