Modeling Term Life Insurance Premiums Using Monte Carlo Simulations with Stochastic Interest Rates Based on The Indonesia Mortality Table IV

Authors

  • Mery Christyn Lubis Universitas Negeri Medan
  • Bungaria Tampubolon Universitas Negeri Medan
  • Febry Vista Kristen Tarigan Universitas Negeri Medan

DOI:

https://doi.org/10.32493/sm.v8i1.59229

Keywords:

Actuarial premium, Monte Carlo simulation, Stochastic interest rate, Term life insurance, Vasicek model

Abstract

This study addresses the limitation of deterministic interest rate assumptions in actuarial premium calculations, which may lead to inaccurate pricing, particularly for long-term life insurance products. In practice, interest rates are influenced by economic conditions and exhibit stochastic behavior, making fixed-rate assumptions less realistic. Therefore, incorporating interest rate uncertainty is essential to obtain more accurate and reliable premium estimates. The objective of this study is to determine the net premium of term life insurance by integrating stochastic interest rates using the Vasicek model and Monte Carlo simulation. A quantitative approach is employed using actuarial modeling based on the Indonesian Mortality Table IV (TMI IV) and the equivalence principle. Interest rates are modeled as a mean-reverting stochastic process, and Monte Carlo simulation with 10,000 iterations is applied to estimate the distribution of premiums under uncertainty.

The results show that premiums increase significantly with higher entry age and longer coverage periods, reflecting increased mortality risk and longer exposure to uncertainty. Male premiums are consistently higher than female premiums due to higher mortality probabilities. The premium distribution is approximately normal, with increasing variability observed for longer-term policies. Sensitivity analysis indicates that the long-term mean interest rate parameter has the strongest influence on premium values, while volatility mainly affects the dispersion of premiums rather than their expected value. Overall, the stochastic approach provides a more realistic and comprehensive framework compared to deterministic methods, as it captures both expected values and uncertainty. The findings of this study can support more accurate pricing, improved risk management, and better decision-making in the life insurance industry, particularly in the Indonesian context.

References

1. JR NLB, Gerber HU, Hickman JC, Jones DA, Nesbit CJ. ACTUARIAL MATHEMATICS. The Society of Actuaris; 1997.

2. Gerber HU. Life Insurance Mathematics. Third. Springer; 1997.

3. Ayuni RF, Z YR, Muchlian M, Sains F, Tamansiswa U, Jl P. Perhitungan Premi Tahunan Asuransi Jiwa dengan Status Joint Life ( Calculation of Annual Premium for Life Insurance with Joint Life Status ) kehidupan terhadap tertanggung dan keluarga . Asuransi jiwa status joint life adalah salah sampai kematian pertama. JEM J Edumatika (Jurnal Pendidik Mat dan Ilmu Mat. 2024;1(1):1–10.

4. Artika S, Purnaba IGP, Lesmana DC. MENGGUNAKAN MODEL VASICEK DAN MODEL COX-INGERSOLL-ROSS ( CIR ). 2018;

5. Hull JC. Options, Futures, and Others Derivates. Seventh. New Jersey: PEARSON EDUCATION INTERNATIONAL; 2009.

6. Abd N, Dwi M, Vasicek M, Ilm EJ, Sains M, Mutalip NA, et al. Analisis Metode Projected Unit Credit dan Entry Age Normal dalam Perhitungan Aktuaria Dana Pensiun dengan Suku Bunga Konstan dan Model Vasicek Analisis Metode Projected Unit Credit dan Entry Age Normal dalam Perhitungan Aktuaria Dana Pensiun dengan Suku B. Euler J Ilm Mat Sains dan Teknol. 2025;13(1):68–76.

7. Anggraini DP, Marisa. Dampak Perubahan Suku Bunga terhadap Solvabilitas Perusahaan Asuransi. UMBARA J Math Actuar Sci Stat. 2025;1(1):17–25.

8. Putu L, Harini I, Matematika PS, Matematika PS, Matematika PS. PERBANDINGAN PROFIT TESTING MODEL DETERMINISTIK DAN. 2018;7(2):194–202.

9. Brigo D, Mercurio F. Interest Rate Models - Theory and Practice. Springer Finance; 2006.

10. Evinda H, Narwen, Devianto D. Penerapan hukum mortalita makeham untuk perhitungan nilai tunai manfaat dengan tingkat suku bunga vasicek dan cir. J Mat UNAND. 2018;VII(3):74–82.

11. Romantica KP, Johan AH, Leo JF. WHOLE LIFE INSURANCE UTILIZING THE COMMISSIONERS METHOD AND THE VASICEK INTEREST RATE MODEL FOR PREMIUM RESERVE ANALYSIS. BAREKENG J Math Its Appl. 2026;20(2):1001–18.

12. Giles MB. Multilevel Monte Carlo methods. Acta Numer. 2018;

13. Pratiwi AA, Rilantiana R. ANALISIS RISIKO FINANSIAL DENGAN METODE SIMULASI MONTE CARLO (STUDI KASUS: PT. PHASE DELTA CONTROL). Akrual J Asuransi. 2016;8(1):62–71.

14. Krisnadi D, Lukas S, Widjaja P, Informatika PS, Harapan UP, Matematika PS, et al. ANALISIS PREMI DAN CADANGAN PREMI MODEL MULTIPLE STATE DISKRIT DENGAN SIMULASI MONTE CARLO. J Inf Syst Dev. X(X):1–5.

15. Nathanael B, Monte P, Markov C, Ilm EJ, Sains M, Situmorang BN, et al. Implementasi Metode Bayesian untuk Menghitung Premi Produk Asuransi Kendaran Bermotor dengan Pendekatan Monte Carlo Markov Chain Implementasi Metode Bayesian untuk Menghitung Premi Produk Asuransi Kendaran Bermotor dengan Pendekatan Monte Carlo Markov Cha. Euler J Ilm Mat Sains dan Teknol. 2025;13(2):264–70.

16. Dickson DCM, Hardy MR, Waters HR. Actuarial Mathematics for Life Contingent Risks. New York: Cambridge University Press; 2019.

17. Promislow SD. Fundamentals of Actuarial Mathematics. John Wiley & Sons, Ltd Registered; 2015.

18. Asosiasi Asuransi Jiwa Indonesia. Asosiasi Asuransi Jiwa Indonesia. 2026 [cited 2026 Mar 13]. TABEL MORTALITAS. Available from: https://aaji.or.id/PusatInformasi/Lainnya

19. Vasicek O. AN EQUILIBRIUM CHARACTERIZATION OF THE TERM STRUCTURE. J Financ Econ 5. 1977;5:177–88.

20. Glasserman P. Monte Carlo Methods in Financial Engineering. Springer; 2004. 596 p.

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Published

2026-04-30

How to Cite

Lubis, M. C., Tampubolon, B., & Tarigan, F. V. K. (2026). Modeling Term Life Insurance Premiums Using Monte Carlo Simulations with Stochastic Interest Rates Based on The Indonesia Mortality Table IV. STATMAT: Jurnal Statistika Dan Matematika, 8(1), 155–172. https://doi.org/10.32493/sm.v8i1.59229

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