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Revenues
12 Months Ended
Dec. 31, 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 table sets forth our total net revenues for the periods shown disaggregated for our Chegg Services and Required Materials product lines (in thousands, except percentages):

 
Years Ended December 31,
 
Change in 2019
 
Change in 2018
 
2019
 
2018
 
2017
 
$
 
%
 
$
 
%
Chegg Services
$
332,221

 
$
253,985

 
$
185,683

 
$
78,236

 
31
%
 
$
68,302

 
37
 %
Required Materials
78,705

 
67,099

 
69,383

 
11,606

 
17

 
(2,284
)
 
(3
)
Total net revenues
$
410,926

 
$
321,084

 
$
255,066

 
$
89,842

 
28

 
$
66,018

 
26



During the year ended December 31, 2019, we recognized $17.0 million of revenues that were included in our deferred revenue balance as of December 31, 2018. During the year ended December 31, 2018, we recognized $11.7 million of revenues that were included in our deferred revenue balance as of December 31, 2017. During the year ended December 31, 2019, we recognized $3.4 million 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. During the year ended December 31, 2018, we recognized an immaterial amount of previously deferred revenues recognized from performance obligations satisfied in previous periods. The aggregate amount of unsatisfied performance obligations is approximately $18.8 million as of December 31, 2019, which are expected to be recognized into revenues over the next year.

Contract Balances

The following table presents our accounts receivable, net, deferred revenue, and contract asset balances (in thousands, except percentages):
 
December 31,
 
Change
 
2019
 
2018
 
$
 
%
Accounts receivable, net
$
11,529

 
$
12,733

 
$
(1,204
)
 
(9
)%
Deferred revenue
18,780

 
17,418

 
1,362

 
8

Contract assets
3,531

 
337

 
3,194

 
n/m


_______________________________________
n/m - not meaningful

During the year ended December 31, 2019, our accounts receivable, net balance decreased by $1.2 million, or 9%, primarily due to timing of billings partially offset by an improvement in cash collections. During the year ended December 31, 2019, our deferred revenue balance increased by $1.4 million, or 8%, primarily due to increased bookings for our Chegg Study service and eTextbook rentals driven by the seasonality of our business. During the year ended December 31, 2019, our contract assets balance increased by $3.2 million primarily due to variable consideration and payment arrangements for Thinkful.