Hybridization of the Multiple Decrement Model and the Markov Process Model to Estimate the Benefits of the Micro Pension Scheme in Ghana

https://doi.org/10.51867/ajernet.6.1.53

Authors

Keywords:

Actuarial Present Value (APV), Micro-Pension Scheme, Multiple Decrement Model (MDM), Markov Process Model (MPM), Sensitivity Analysis

Abstract

The hybridization of the Multiple Decrement Model (MDM) and the Markov Process Model (MPM) has been explored to estimate the Actuarial Present Value (APV) of benefits for a micro-pension scheme designed for Ghanaian commercial drivers. The challenge of extending pension coverage to the informal sector, characterized by irregular income and limited access to formal financial systems, was addressed. The MDM was applied to decrement causes such as retirement, disability, voluntary withdrawal, and death. At the same time, the MPM was used to model the transient state, which is the involuntary withdrawal state. Demographic and economic data from Ghanaian agencies were employed, and actuarial principles were utilized to construct decrement tables, project pension benefits, and estimate annuities. A linear growth in pension benefits was observed, increasing from Gh 7,200 at age 18 to Gh 23,040 at age 64, while the total APV steadily rose, peaking at Gh 114,937.29 at retirement. The robustness of the model was confirmed through sensitivity analysis under varying discount rates, replacement rates, and survival probabilities. The findings ensured the sustainability of micro-pension schemes, offering valuable insights for policymakers and actuarial practitioners.

Dimensions

Bowers, N., Gerber, H., Hickman, J., Jones, D., & Nesbitt, C. (1997). Actuarial Mathematics. Society of Actuaries.

Deshmukh, S. (2010). Life Insurance Mathematics. Springer.

Haberman, S., & Pitacco, E. (1999). Actuarial Models for Disability Insurance. Chapman & Hall/CRC. Mitchell, O. S., & Turner, J. A. (2010). Retirement Systems in Developing Countries. Journal of Economic Perspectives, 24(1), 57-72.

Ackah, C., & Medvedev, D. (2010). Social Safety Nets in Ghana. World Bank Social Protection and Labor Discussion Paper Series, 1028.

Adams, L. (2018). Regulatory Compliance in Micro Pension Schemes: A Comparative Analysis. Journal of Pension Regulation, 15(2), 78-92.

Akoto, R. K., & Mensah, J. O. (2019). Innovations in Pension Fund Management: The Role of Hybrid Models in Micro Pension Schemes. International Journal of Finance and Economics, 6(4), 112-127.

Aryeetey, E., & Steel, W. F. (2018). Informal Sector Employment in Ghana: Challenges and Opportunities. Development Policy Review, 36(S2), O224-O243.

Asante, F. A., & Addo, B. (2021). Building Participant Confidence in Micro Pension Schemes: The Role of Accurate Estimations. Journal of Financial Planning and Management, 9(1), 45-58.

Asante, F. A., & Addo, B. (2021). Micro Pensions and Economic Empowerment: A Case for Ghana's Informal Sector Workers. Journal of Financial Planning and Management, 8(1), 33-47.

Bodie, Z., & Crane, H. (2017). Retirement income: Risk and return. South-Western College Pub. Boucher, L., & Gough, I. (2016). Micro-pensions: Approaches and challenges. World Bank.

Brown, A., & Clark, R. (2019). Actuarial Precision in Micro Pension Scheme Viability. Journal of Pension Economics & Finance, 18(4), 211-225.

de Hoyos, R., & Dewatripont, M. (2013). Informal sector workers and social protection: Extending social security coverage. International Labour Organization. Duflo, E. (2012). Women's Empowerment and Economic Development. Journal of Economic Literature, 50(4), 1051-1079. https://doi.org/10.1257/jel.50.4.1051 DOI: https://doi.org/10.1257/jel.50.4.1051

Emmrich, N. (2010). The impact of private pensions on household saving: Evidence from Germany. Journal of Public Economics, 94(3-4), 311-325.

Ghana Statistical Service. (2023). Confidence in Micro Pension Schemes: A Statistical Report. Accra, Ghana.

Ghana Statistical Service. (2023). Informal Sector Employment and Income Trends: A Statistical Report. Accra, Ghana.

Holzmann, R., & Stiglitz, J. E. (2001). New ideas about old age security. World Bank Publications. Honohan, P. (2003). Micro-pensions: A primer. International Labour Organization.

https://doi.org/10.1596/0-8213-4822-1 DOI: https://doi.org/10.1596/0-8213-4822-1

Honohan, P., & Mitchell, F. (2001). Micro-pensions: A primer for policy-makers and researchers. International Labour Organization.

Johnson, M., & Patel, S. (2018). Financial Sustainability of Micro Pension Schemes: A Longitudinal Analysis. Journal of Applied Finance, 13(2), 87-102.

Johnson, M., et al. (2017). Assessing Risk Factors in Micro Pension Schemes: A Hybrid Model Approach. Journal of Risk Management, 5(3), 211-225.

Ministry of Employment and Labour Relations, Ghana. (2014). National Pensions Act, 2008 (Act 766): Implementation Guidelines. Accra, Ghana.

Ministry of Finance, Ghana. (2018). Pension Sector Reforms in Ghana: Challenges and Prospects. Accra, Ghana.

Mitchell, O. S. (2020). Actuarial Challenges in Micro Pension Scheme Design. Journal of Retirement, 8(1), 33-47.

Ofori-Sarpong, E. (2020). Markov Process Models in Pension Fund Management: Implications for Micro Pension Schemes. Journal of Applied Finance, 12(2), 87-102.

Ofori-Sarpong, E. (2022). Financial Sustainability and Accuracy in Micro Pension Scheme Estimations. Journal of Risk Management, 6(3), 211-225.

Rasmussen, S., & Duflo, E. (2019). Microinsurance: A Case Study of the Indian Rainfall Index Insurance Market. The Review of Economic Studies, 86(5), 1859-1892.

World Bank. (2015). Pension Reforms and Retirement Adequacy in Emerging Economies. Washington, DC: World Bank.

World Bank. (2018). Managing Risks in Micro Pension Schemes: A Global Perspective. Washington, DC: World Bank.

World Bank. (2019). Extending Social Protection in Ghana: Challenges and Opportunities. Washington, DC: World Bank.

World Bank. (2019). Inclusion Matters: The Foundation for Shared Prosperity. Washington, DC: World Bank.

World Bank. (2019). World Social Protection Report 2019: Universal social protection for a changing world. World Bank.

Published

2025-03-04

How to Cite

Obeng-Tawiah, A., Omari-Sasu, A. Y., Boateng, M. A., & Mensah, I. A. (2025). Hybridization of the Multiple Decrement Model and the Markov Process Model to Estimate the Benefits of the Micro Pension Scheme in Ghana. African Journal of Empirical Research, 6(1), 629–647. https://doi.org/10.51867/ajernet.6.1.53