Comparative Analysis of the Efficiency of the Top Ten Conventional Joint Venture Life Insurance Companies in Indonesia in the Period Before and During the Covid-19 Pandemic Using the Data Envelopment Analysis Method
DOI:
https://doi.org/10.55927/ministal.v2i3.5322Keywords:
DEA, Efficiency, Joint Venture Conventional Life InsuranceAbstract
This study aims to capture the efficiency level of industry players in conventional joint venture life insurance companies in Indonesia before and during the Covid-19 pandemic. Efficiency is related to the level of success of an activity being assessed in terms of the ratio between amounts of the output generated and the input used to generate the outputs in the activity. Efficiency can be measured using the Data Envelopment Analysis (DEA) method, which is a non-parametric frontier approach that uses mathematical programming with 2 (two) assumptions, namely Constant Return to Scale (CRS) and Variable Return to Scale (VRS). The variables used are input and output variables, wherein the input variables include total debt, labor costs, claims expenses, investment composition of stocks, bonds, and securities issued by the government of the Republic of Indonesia (RI). The output variables used are premium income and investment returns. The type of data used is secondary data. The data collection technique used is library research. The objects used as samples were top 10 (ten) conventional joint venture life insurance companies in terms of revenues with the data obtained from the financial reports and annual reports of each company for the period between 2015 and 2021. The analysis show that investment portfolio performances derived from the company strategy acts as the main efficiency determinant in the industry.
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References
Agung Eko Supriyono. (2013). Pengaruh Risk Based Capital (RBC) Terhadap Profitablitas Pada Perusahaan Asuransi Syariah. Universitas Pendidikan Indonesia.
Ali Fikri, & M. Agung. (2009). Pengaruh Premi, Klaim, Hasil Investasi dan Underwriting terhadap Laba Asuransi Jiwa (studi kasus PT.Asuransi Syariah Mubarakah). Institut Pertanian Bogor.
Alizade, Shamshad. (2017). The Role Of Insurance In The World Economy And Its Effect On Macroeconomic Indicators. EurasianUnionScientists.
Antonio, M. S., Ali, M. M., & Akbar, N. (2013). A Comparative Analysis of the Efficiency of Takaful and Conventional Insurance in Malaysia. The International Journal of Excellence in Islamic Banking and Finance, 3(1), 1–13. https://doi.org/10.12816/0001416
Ari Siswati. (2021). Dampak Pandemi Covid-19 pada Kinerja Keuangan (Studi kasus pada Perusahaan Teknologi yang Listing di BEI). Http://Jurnal.Unw.Ac.Id/Index.Php/Jibaku/Index, 2.
Bramantyo Djohanputro. (2006). Manajemen Risiko Korporat Terintegrasi. PPM.
CENFRI. (2017). Funding the Frontier: The Link Between Inclusive Insurance Market, Growth and Poverty Reduction in Africa. Cenfri.Org.
Cenora, E., & Hermawan, D. (2022). Asuransi dan Pandemi Covid-19: Peran Persepsi Konsumen dalam Keputusan Pembelian. Ekonomi, Keuangan, Investasi Dan Syariah (EKUITAS), 3(3). https://doi.org/10.47065/ekuitas.v3i3.1033
Charnes A., Cooper WW., & Rhodes E. (1978). Measuring the efficiency of farms. European Journal of Operational Research.
Coelli, T. J., Rao, D. S., O‟Donnel, C. J., & Battese, G. E. (2005). Introduction to Efficiency and Productivity Analysis (Second Edition ed.). Boston: Springer.
David, Fred. R. (2011). Strategic Management (12th ed.). Salemba Empat.
Hasyim Ali, Agustinus Subekti, & Wardana. (2007). Kamus Asuransi. PT. Bumi Aksara.
Ikatan Akuntansi Indonesia. (2018). Standar Akuntansi Keuangan. Salemba Empat.
Indonesia Financial Group. (2021, June). Menilik Dampak Pandemi pada Industri Asuransi dan Prospeknya. Ifg. Id.
Indonesia. (2020). Balance Our Path for Sustainable Future. :
Kirmizi, & Susi Surya Agus. (2011). Pengaruh Pertumbuhan Modal dan Aset terhadap Rasio Risk Based Capital (RBC), Pertumbuhan Premi Neto, dan Profitabilitas Perusahaan Asuransi. Pekbis Jurnal, 3, 391–405.
Laporan Berkelanjutan PT Asuransi Jiwa Sequis Life. (2021). Laporan Berkelanjutan PT Asuransi Jiwa Sequis Life.
Laporan Tahunan PT Asuransi Sinarmas MSIG Life. (2015). Laporan Tahunan PT Asuransi Sinarmas MSIG Life.
Laporan Tahunan PT Asuransi Sinarmas MSIG Life. (2020). Laporan Tahunan PT Asuransi Sinarmas MSIG Life.
Lee, H., & Kim, C. (2012). A DEA-SERVQUAL approach to measurement and benchmarking of service quality. Procedia - Social and Behavioral Sciences.
Otoritas Jasa Keuangan. (2016). Peraturan Otoritas Jasa Keuangan.
Otoritas Jasa Keuangan. (2020). Peraturan Otoritas Jasa Keuangan No 14/POJK.05/2020.
PERATURAN MENTERI KEUANGAN REPUBLIK INDONESIA. (2012). Peraturan Menteri Keuangan No. 53/PMK/010/2012.
Peraturan Otoritas Jasa Keuangan (POJK). (2023). Peraturan Otoritas Jasa Keuangan (POJK) Nomor 71/POJK.05/2016 .
Pratama, F. R. P., & Cahyono, E. F. (2020). PENGUKURAN EFISIENSI DAN PRODUKTIVITAS RUMAH ZAKAT INDONESIA DENGAN METODE INDEKS MALMQUIST. Jurnal Ekonomi Syariah Teori Dan Terapan, 6(4), 774. https://doi.org/10.20473/vol6iss20194pp774-786
PT AIA Financial. (2020). Laporan Keberlanjutan PT AIA Financial .
PT Asuransi Allianz Life Indonesia. (2015). laporan tahunan PT Asuransi Allianz Life Indonesia.
PT Asuransi Allianz Life Indonesia. (2016). Laporan Tahunan PT Asuransi Allianz Life Indonesia.
PT Asuransi Allianz Life Indonesia. (2017). Laporan Tahunan PT Asuransi Allianz Life Indonesia.
PT Asuransi BRI Life. (2017). Laporan Tahunan PT Asuransi BRI Life.
PT Asuransi Jiwa Manulife Indonesia. (2015). Laporan Tahunan PT Asuransi Jiwa Manulife Indonesia.
PT AXA Mandiri Financial Services. (2020). Annual report PT AXA Mandiri Financial Services.
PT BNI Life Insurance. (2017). Laporan Tahunan PT BNI Life Insurance.
PT Prudential Life Assurance. (2020). Laporan Berkelanjutan PT Prudential Life Assurance.
Putri Ade, Susie Suryani, & Azmansyah. (2018). Analisis Perbandingan Efisiensi pada Perusahaan Jasa Asuransi Umum Syariah dan Konvensional di Indonesia dengan Pendekatan Two-Stage Data Envelopment Analysis. Universitas Islam Riau.
Rambe, Muhammad Romi Syahputra., & Isnaini Halimah. (2017). Aplikasi Data Envelopment Analysis (DEA) Untuk Pengukuran Efisiensi Aktivitas Produksi. Journal of Mathematics Education and Science, 2.
Rina Dhaniati. (2011). Analisis Pengaruh RBC, Rasio Underwriting, Rasio Hasil Investasi, Rasio Penerimaan Premi, Dan Rasio Beban Klaim Terhadap Laba Perusahaan Asuransi. Universitas Gunadarma.
Rusydiana, A. S. (2018). Efisiensi Dan Stabilitas Bank Umum Syariah Di Indonesia. Akuntabilitas, 11(2). https://doi.org/10.15408/akt.v11i2.7033
Sekaran, U., & Bougie, R. (2013). Research Methods for Business. In A Skill-Building Approach, 237–266.
Swiss Re. (2022). Global insurance premium volumes to reach new highs in 2022. Swissre.Com.
Taylor. (2014). Sains Manajemen Introduction to Management Science. Penerbit Salemba Empat.
Tsai, P. F., & Mar Molinero, C. (2002). A variable returns to scale data envelopment analysis model for the joint determination of efficiencies with an example of the UK health service. European Journal of Operational Research, 141(1), 21–38. https://doi.org/10.1016/S0377-2217(01)00223-5
Tuffahati, H., Mardian, S., & Suprapto, E. (2019). Pengukuran Efisiensi Asuransi Syariah Dengan Data Envelopment Analysis (DEA). JURNAL AKUNTANSI DAN KEUANGAN ISLAM, 4(1), 1–23. https://doi.org/10.35836/jakis.v4i1.27
Turner, D. P. (2020). Sampling Methods in Research Design. Headache: The Journal of Head and Face Pain, 60(1), 8–12. https://doi.org/10.1111/head.13707
Zhu, J., Cooka WD., & Tone K. (2014). Data Envelopment Analysis: Prior to Choosing a Model. Omega, 44.
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