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Stock-based compensation (Tables)
3 Months Ended
Mar. 31, 2019
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Summary of Stock Based Compensation Expense
The following table summarizes the stock-based compensation expense recognized in the three months ended March 31, 2019 and 2018 (in thousands):
 
Three Months Ended
March 31,
 
 
2019
 
2018
Cost of goods sold
$
601

 
$
650

Research and development
881

 
773

Sales and marketing
678

 
938

General and administrative
1,178

 
986

 
$
3,338

 
$
3,347

Schedule of Share-based Payment Award, Employee Stock Purchase Plan, Valuation Assumptions
The Company estimated the fair value of certain stock-based awards using a Black-Scholes-Merton valuation model with the following assumptions:  
 
Three Months Ended
March 31,
 
Stock options
2019
 
2018
Weighted-average expected term (years)
 
6.00
Weighted-average volatility
 
65%
Risk-free interest rate
 
2.27%
Expected dividends
 
—%
Stock appreciation units
 
 
 
Weighted-average expected term (years)
1.67
 
2.10
Weighted-average volatility
64%
 
67%
Risk-free interest rate
2.45%-2.63%
 
1.03% - 1.98%
Expected dividends
—%
 
—%
ESPP
 
 
 
Weighted-average expected term (years)
0.73
 
0.73
Weighted-average volatility
61%
 
61%
Risk-free interest rate
2.36% - 2.59%
 
1.20% - 1.31%
Expected dividends
—%
 
—%
Estimated Fair Value of Certain Stock-Based Awards Using Black-Scholes-Merton Valuation Model
The fair value of market-based RSUs was measured on the grant date using Monte Carlo simulation model with the following assumptions:
 
Year Ended
December 31,
Market-based restricted stock units
2018
Weighted-average volatility
66%
Risk-free interest rate
2.79%
Expected dividends
—%
Summary of Stock Option and Restricted Stock Unit Activity
The following table summarizes the Company’s stock option and RSU activity, excluding market-based RSUs, during the three months ended March 31, 2019: 
 
Stock Options
 
Restricted Stock Units
 
Number of
Shares
 
Weighted
Average
Exercise
Price
 
Number of
Units
 
Weighted
Average
Grant Date
Fair Value
Balance as of December 31, 2018
3,202,745

 
$
5.73

 
2,486,028

 
$
7.87

Granted

 

 
33,598

 
7.10

Exercised/Converted
(47,730
)
 
3.50

 
(41,627
)
 
7.88

Cancelled/Forfeited
(9,688
)
 
11.53

 
(59,100
)
 
8.13

Balance as of March 31, 2019
3,145,327

 
5.75

 
2,418,899

 
7.85