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Revenues
9 Months Ended
Sep. 30, 2019
Revenue from Contract with Customer [Abstract]  
Revenues Revenues

Revenue Recognition

Revenues are recognized when control of the promised goods or services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those goods or services. The majority of our revenues are recognized over time as services are performed, with certain revenues, most significantly the revenue share we earn from our print textbook partners, being recognized at the point in time when print textbooks are shipped to students.

The following tables set forth our total net revenues for the periods shown disaggregated for our Chegg Services and Required Materials product lines (in thousands, except percentages):

 
Three Months Ended September 30,
 
Change
 
2019
 
2018
 
$
 
%
Chegg Services
$
69,304

 
$
54,201

 
$
15,103

 
28
%
Required Materials
24,847

 
20,036

 
4,811

 
24

Total net revenues
$
94,151

 
$
74,237

 
$
19,914

 
27



 
Nine Months Ended September 30,
 
Change
 
2019
 
2018
 
$
 
%
Chegg Services
$
224,903

 
$
172,327

 
$
52,576

 
31
%
Required Materials
60,519

 
53,081

 
7,438

 
14

Total net revenues
$
285,422

 
$
225,408

 
$
60,014

 
27



During the three months ended September 30, 2019, we recognized $15.7 million of revenues that were included in our deferred revenue balance as of June 30, 2019. During the nine months ended September 30, 2019, we recognized $16.0 million of revenues that were included in our deferred revenue balance as of December 31, 2018. During the three and nine months ended September 30, 2019, we recognized $2.2 million and $2.7 million, respectively, of previously deferred revenues recognized from performance obligations satisfied in previous periods related to variable consideration recognized from our agreement with our Required Materials print textbook partner. The aggregate amount of unsatisfied performance obligations is approximately $29.0 million as of September 30, 2019, of which substantially all is expected to be recognized into revenues over the next year and the remainder within two years.

Contract Balances

The following table presents our accounts receivable, net and deferred revenue balances (in thousands, except percentages):
 
 
 
Change
 
September 30, 2019
 
December 31, 2018
 
$
 
%
Accounts receivable, net
$
13,678

 
$
12,733

 
$
945

 
7
%
Deferred revenue
$
27,457

 
$
17,418

 
$
10,039

 
58
%


During the nine months ended September 30, 2019, our accounts receivable, net balance increased by $0.9 million, or 7%, primarily due to timing of billings partially offset by an improvement in cash collections. During the nine months ended September 30, 2019, our deferred revenue balance increased by $10.0 million, or 58%, primarily due to increased bookings for our Chegg Study service and eTextbook rentals driven by the seasonality of our business. We had no contract assets as of September 30, 2019 and an immaterial amount as of December 31, 2018.