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Deferred Acquisition Costs and Value of Business Acquired (Details) (USD $)
In Thousands, unless otherwise specified
12 Months Ended
Dec. 31, 2014
Dec. 31, 2013
Dec. 31, 2012
Jan. 01, 2013
DAC        
Balance at the beginning of the period $ 314,071us-gaap_DeferredPolicyAcquisitionCostsNet $ 172,416us-gaap_DeferredPolicyAcquisitionCostsNet $ 177,781us-gaap_DeferredPolicyAcquisitionCostsNet  
Capitalized additions 110,315us-gaap_DeferredPolicyAcquisitionCostsAdditions 80,486us-gaap_DeferredPolicyAcquisitionCostsAdditions 94,826us-gaap_DeferredPolicyAcquisitionCostsAdditions  
Amortization and writedowns (41,045)us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense (55,490)us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense (51,434)us-gaap_DeferredPolicyAcquisitionCostAmortizationExpense  
Unrealized investment (gains) losses (29,933)us-gaap_DeferredPolicyAcquisitionCostAmortizationExpenseUnrealizedInvestmentGainsLosses 71,601us-gaap_DeferredPolicyAcquisitionCostAmortizationExpenseUnrealizedInvestmentGainsLosses (48,757)us-gaap_DeferredPolicyAcquisitionCostAmortizationExpenseUnrealizedInvestmentGainsLosses  
Balance at the end of the period 353,408us-gaap_DeferredPolicyAcquisitionCostsNet 314,071us-gaap_DeferredPolicyAcquisitionCostsNet 172,416us-gaap_DeferredPolicyAcquisitionCostsNet  
VOBA        
Balance at the beginning of the period 29,217us-gaap_PresentValueOfFutureInsuranceProfits 32,045us-gaap_PresentValueOfFutureInsuranceProfits 42,052us-gaap_PresentValueOfFutureInsuranceProfits  
Amortization and writedowns (3,801)us-gaap_PresentValueOfFutureInsuranceProfitsAmortizationExpense1 (4,155)us-gaap_PresentValueOfFutureInsuranceProfitsAmortizationExpense1 (9,045)us-gaap_PresentValueOfFutureInsuranceProfitsAmortizationExpense1  
Unrealized investment (gains) losses (130)gac_PresentValueOfFutureInsuranceProfitsUnrealizedInvestmentGainsLosses 1,327gac_PresentValueOfFutureInsuranceProfitsUnrealizedInvestmentGainsLosses (962)gac_PresentValueOfFutureInsuranceProfitsUnrealizedInvestmentGainsLosses  
Balance at the end of the period 25,286us-gaap_PresentValueOfFutureInsuranceProfits 29,217us-gaap_PresentValueOfFutureInsuranceProfits 32,045us-gaap_PresentValueOfFutureInsuranceProfits  
Total        
Balance at the beginning of the period 343,288us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits 204,461us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits 219,833us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits  
Capitalized additions 110,315us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsAdditions 80,486us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsAdditions 94,826us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsAdditions  
Amortization and writedowns (44,846)us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsAmortization1 (59,645)us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsAmortization1 (60,479)us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsAmortization1  
Unrealized investment (gains) losses (30,063)gac_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsUnrealizedInvestmentGainsLosses 72,928gac_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsUnrealizedInvestmentGainsLosses (49,719)gac_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfitsUnrealizedInvestmentGainsLosses  
Balance at the end of the period 378,694us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits 343,288us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits 204,461us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits  
Estimated future amortization of VOBA        
Estimated future amortization of VOBA in 2015 3,900us-gaap_ExpectedAmortizationExpenseOfEndingPresentValueOfFutureInsuranceProfitsYearOne      
Estimated future amortization of VOBA in 2016 3,900us-gaap_ExpectedAmortizationExpenseOfEndingPresentValueOfFutureInsuranceProfitsYearTwo      
Estimated future amortization of VOBA in 2017 3,900us-gaap_ExpectedAmortizationExpenseOfEndingPresentValueOfFutureInsuranceProfitsYearThree      
Estimated future amortization of VOBA in 2018 3,900us-gaap_ExpectedAmortizationExpenseOfEndingPresentValueOfFutureInsuranceProfitsYearFour      
Estimated future amortization of VOBA in 2019 3,900us-gaap_ExpectedAmortizationExpenseOfEndingPresentValueOfFutureInsuranceProfitsYearFive      
Correction        
DAC        
Balance at the beginning of the period   45,058us-gaap_DeferredPolicyAcquisitionCostsNet
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
  45,058us-gaap_DeferredPolicyAcquisitionCostsNet
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
Balance at the end of the period       45,058us-gaap_DeferredPolicyAcquisitionCostsNet
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
VOBA        
Balance at the beginning of the period   0us-gaap_PresentValueOfFutureInsuranceProfits
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
  0us-gaap_PresentValueOfFutureInsuranceProfits
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
Balance at the end of the period       0us-gaap_PresentValueOfFutureInsuranceProfits
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
Total        
Balance at the beginning of the period   45,058us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
  45,058us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember
Balance at the end of the period       $ 45,058us-gaap_DeferredPolicyAcquisitionCostsAndPresentValueOfFutureProfits
/ us-gaap_ErrorCorrectionsAndPriorPeriodAdjustmentsRestatementByRestatementPeriodAndAmountAxis
= us-gaap_RestatementAdjustmentMember