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Segment Reporting - Non-cash items (Details) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2019 | Dec. 31, 2018 | Dec. 31, 2017
Non cash items included in segment income (loss) from operations by reportable segment |  |  |
Depreciation and amortization | $ 104,861 | $ 54,543 | $ 18,733
Amortization of intangible assets | 61,667 | 25,694 | 0
Stock-based compensation | 12,160 | 15,532 | 11,627
Segments | Strayer University |  |  |
Non cash items included in segment income (loss) from operations by reportable segment |  |  |
Depreciation and amortization | 23,790 | 19,997 | 18,268
Stock-based compensation | 5,611 | 11,602 | 11,627
Segments | Capella University |  |  |
Non cash items included in segment income (loss) from operations by reportable segment |  |  |
Depreciation and amortization | 18,006 | 7,382 | 0
Stock-based compensation | 5,799 | 1,495 | 0
Segments | Non-Degree Programs |  |  |
Non cash items included in segment income (loss) from operations by reportable segment |  |  |
Depreciation and amortization | 997 | 741 | 465
Stock-based compensation | 383 | 193 | 0
Segment Reconciling Items |  |  |
Non cash items included in segment income (loss) from operations by reportable segment |  |  |
Amortization of intangible assets | 61,667 | 25,694 | 0
Merger costs | 401 | 729 | 0
Merger costs | $ 367 | $ 2,242 | $ 0

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- Definition The aggregate expense charged against earnings to allocate the cost of intangible assets (nonphysical assets not used in production) in a systematic and rational manner to the periods expected to benefit from such assets. As a noncash expense, this element is added back to net income when calculating cash provided by or used in operations using the indirect method. + References Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 230 -SubTopic 10 -Section 45 -Paragraph 28 -Subparagraph (b) -URI http://asc.fasb.org/extlink&oid=109223946&loc=d3e3602-108585 Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 350 -SubTopic 30 -Section 50 -Paragraph 2 -Subparagraph (a)(2) -URI http://asc.fasb.org/extlink&oid=66006027&loc=d3e16323-109275 Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 350 -SubTopic 30 -Section 45 -Paragraph 2 -URI http://asc.fasb.org/extlink&oid=6388964&loc=d3e16225-109274 + Details
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