Accounts Receivable, Net

12 Months Ended

Dec. 31, 2018

Receivables [Abstract]

Accounts Receivable, Net

4. Accounts receivable, net

Accounts receivable, net consist of the following:

(In thousands)	December 31, 2018			December 31, 2017
Accounts receivable	$	2,342		$	1,878
Less: Allowance for doubtful accounts		(77	)		(228	)
Total accounts receivable, net	$	2,265		$	1,650

The movement of allowance for doubtful accounts is shown below:

	Year Ended December 31,
(In thousands)	2018			2017
Beginning balance	$	228		$	111
Charges to expenses		294			287
Write-offs		(445	)		(170	)
Ending balance	$	77		$	228

Provision for bad debts of $294 and $287 was provided for the years ended December 31, 2018 and 2017, respectively.