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Segment and Geographical Information - Summary of Assets and Profit or Loss by Segment (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Dec. 31, 2019
Segment Reporting Information [Line Items]          
Revenues $ 525,815 $ 504,902 $ 1,050,751 $ 999,890  
Net investment income 22,710 24,868 38,130 48,980  
Amortization of deferred policy acquisition costs 53,177 58,762 123,488 123,390  
Non-cash share-based compensation expense 2,357 2,103 13,518 12,987  
Income (loss) before income taxes 134,062 127,460 228,607 229,828  
Assets 13,964,549   13,964,549   $ 13,688,531
Term Life Insurance Segment [Member]          
Segment Reporting Information [Line Items]          
Revenues 328,233 296,868 655,979 593,712  
Net investment income 6,538 4,736 12,785 9,180  
Amortization of deferred policy acquisition costs 52,730 56,179 118,571 120,245  
Non-cash share-based compensation expense 679 617 2,466 2,489  
Income (loss) before income taxes 94,904 83,997 177,794 154,337  
Assets 6,735,121   6,735,121   6,546,129
Investment and Savings Products Segment [Member]          
Segment Reporting Information [Line Items]          
Revenues 164,181 173,086 349,213 335,756  
Amortization of deferred policy acquisition costs 100 2,101 4,405 2,578  
Non-cash share-based compensation expense 658 666 1,763 2,121  
Income (loss) before income taxes 46,860 47,343 94,559 90,026  
Assets [1] 2,493,939   2,493,939   2,598,493
Corporate and Other Distributed Products Segment [Member]          
Segment Reporting Information [Line Items]          
Revenues 33,401 34,948 45,559 70,422  
Net investment income 16,172 20,132 25,345 39,800  
Amortization of deferred policy acquisition costs 347 482 512 567  
Non-cash share-based compensation expense 1,020 820 9,289 8,377  
Income (loss) before income taxes (7,702) $ (3,880) (43,746) $ (14,535)  
Assets $ 4,735,489   $ 4,735,489   $ 4,543,909
[1] The Investment and Savings Products segment includes assets held in separate accounts. Excluding separate accounts, the Investment and Savings Products segment assets were $116.3 million and $112.8 million as of June 30, 2020 and December 31, 2019, respectively.