Performance Efficiency of Muhammadiyah University Sumatera Area Using Data Envelopment Analysis (DEA)
DOI:
https://doi.org/10.54099/ijamb.v1i2.695Keywords:
Performance, , Efficiency, , Muhammadiyah University, , Data Envelopment AnalysisAbstract
Purpose – This paper seeks to examine the efficacy of predicting turnover for employees and entrepreneurs from Estonia, Latvia, and Lithuania using attitudes towards benefits, pay satisfaction, pay, gender, and age across a four-year time frame.
Methodology/approach – A survey that included information on attitudes towards benefits and pay satisfaction was used to collect data from 153 Estonian, 157 Latvian, and 146 Lithuanian employees and 243 Latvian, 103 Estonian, and 109 Lithuanian entrepreneurs.
Findings – It was found that . Attitudes towards benefits were generally significant predictors of turnover for employees and entrepreneurs over a four-year time period while satisfaction with pay was typically significant for employees but not for entrepreneurs.
Novelty/value – As employee retention has been an important factor in the Baltic region over the last two decades it is vital to understand how to retain employees. Keywords Employee turnover, Entrepreneurs, Pay, Estonia, Latvia, Lithuania.
References
Abdullah, D. et al. (2017) ‘Data envelopment analysis with upper bound on output to measure efficiency performance of departments in Malaikulsaleh University’, Journal of Physics: Conference Series, 890(1). Available at: https://doi.org/10.1088/1742-6596/890/1/012102.
Abdullah, D. et al. (2018) ‘A slack-based measures for improving the efficiency performance of departments in Universitas Malikussaleh’, International Journal of Engineering and Technology(UAE), 7(2), pp. 491–494. Available at: https://doi.org/10.14419/ijet.v7i2.11253.
Andersen, B dan Pettersen, P. (1996) The Benchmarking Handbook. London: Chapman.
Aziz, N.A.A., Janor, R.M. and Mahadi, R. (2013) ‘Comparative Departmental Efficiency Analysis within a University: A DEA Approach’, Procedia - Social and Behavioral Sciences, 90(InCULT 2012), pp. 540–548. Available at: https://doi.org/10.1016/j.sbspro.2013.07.124.
Bouzouita, A. (2019) ‘Evaluating the efficiency of higher education institutions in Tunisia’, International Journal of Education Economics and Development, 10(2), pp. 212–233. Available at: https://doi.org/10.1504/IJEED.2019.098687.
Charles, V. and Zegarra, L.F. (2014) ‘Measuring regional competitiveness through Data Envelopment Analysis: A Peruvian case’, Expert Systems with Applications, 41(11), pp. 5371–5381. Available at: https://doi.org/10.1016/j.eswa.2014.03.003.
Charnes, A., Cooper, W.W. and Rhodes, E. (1978) ‘Measuring the efficiency of decision making units’, European Journal of Operational Research, 2(6), pp. 429–444. Available at: https://doi.org/10.1016/0377-2217(78)90138-8.
Cooper, W.W. et al. (2011) ‘BAM: a bounded adjusted measure of efficiency for use with bounded additive models’, Journal of Productivity Analysis, 35(2), pp. 85–94. Available at: https://doi.org/10.1007/s11123-010-0190-2.
Devie, M.P. dan (2013) ‘Analisa Pengaruh Penggunaan BenchmarkingTerhadap Keunggulan Bersaing dan Kinerja Perusahaan’, Business Accounting Review, 1(2), pp. 39–49. Available at: https://www.neliti.com/id/publications/184401/analisa-pengaruh-penggunaan-balanced-scorecard-terhadap-keunggulan-bersaing-dan.
Dragolea, L & Cotirlea, D. (2009) ‘Benchmarking – A Valid Strategy for Long Term?.’, Annales Universitatis Apulensis Series Oeconomica, 11(2), pp. 813 – 826.
Ghimire, S., Amin, S.H. and Wardley, L.J. (2021) ‘Developing new data envelopment analysis models to evaluate the efficiency in Ontario Universities’, Journal of Informetrics, 15(3), p. 101172. Available at: https://doi.org/10.1016/j.joi.2021.101172.
Gibson, Ivancevich, D. (1994) Organisasi: Perilaku, Struktur dan Proses. Alih Bahasa: Nunuk Adriani. Jakarta: Erlangga.
González-Garay, A. et al. (2019) ‘Assessing the performance of UK universities in the field of chemical engineering using data envelopment analysis’, Education for Chemical Engineers, 29, pp. 29–41. Available at: https://doi.org/10.1016/j.ece.2019.06.003.
Haryadi, A. (2011) Analisisi Efisiensi Teknis Bidang Pendidikan (Penerapan Data Envelopment Analysis). Available at: https://lib.ui.ac.id/file?file=digital/20165258-T28563-Arinto Haryadi.pdf.
Heni, N. and Dahli, P. (2021) ‘Monograf Analisis Loyalitas Mahasiswa Pada Perguruan Tinggi’, in, pp. 1–23.
Khofiyah, N.A. (2021) Pengembangan Model Pengukuran Efisiensi Kinerja Technology Transfer Office (TTO) Untuk Mempercepat Komersialisasi Hasil Riset Perguruan Tinggi Menggunakan Data Envelopment Analysis (DEA). UNS.
Lai, M.C., Huang, H.C. and Wang, W.K. (2011) ‘Designing a knowledge-based system for benchmarking: A DEA approach’, Knowledge-Based Systems, 24(5), pp. 662–671. Available at: https://doi.org/10.1016/j.knosys.2011.02.006.
Lumban Gaol, A.F. and Negoro, N.P. (2017) ‘Penerapan Data Envelopment Analysis Dalam Pengukuran Efisiensi Retailer Produk Kendaraan Merek Toyota’, Jurnal Sains dan Seni ITS, 6(1). Available at: https://doi.org/10.12962/j23373520.v6i1.22309.
Mahmudi (2015) Manajemen Kinerja Sektor Publik Edisi Kedua. Yogyakarta: UPP STIM YKPN.
Mardiasmo (2009) Akuntansi Sektor Publik. Yogyakarta: Andi Yogyakarta.
Mubyarto dan Edy Suandi Hamid (1987) Meningkatkan Efisiensi Nasional. Yogyakarta: BPFE.
Naderi, A. (2019) ‘Data envelopment analysis of the efficiency of academic departments at a public university in Iran’, International Journal of Education Economics and Development, 10(1), pp. 57–75. Available at: https://doi.org/10.1504/IJEED.2019.097128.
Sagarra, M., Mar-Molinero, C. and Agasisti, T. (2017) ‘Exploring the efficiency of Mexican universities: Integrating Data Envelopment Analysis and Multidimensional Scaling’, Omega (United Kingdom), 67, pp. 123–133. Available at: https://doi.org/10.1016/j.omega.2016.04.006.
Sedarmayanti (2014) Sumber Daya Manusia dan Produktivitas Kerja. Jakarta: Mandar Maju.
Tatterson, J.. (1996) Benchmarking Basics: Looking For A Better Way. Manlow Park, Ca :Christ Publication.
Thanassoulis, E. et al. (2011) ‘Costs and efficiency of higher education institutions in England: A DEA analysis’, Journal of the Operational Research Society, 62(7), pp. 1282–1297. Available at: https://doi.org/10.1057/jors.2010.68.
Tone, K. (2011) ‘Slacks-Based measure of efficiency’, International Series in Operations Research and Management Science, 164, pp. 195–209. Available at: https://doi.org/10.1007/978-1-4419-6151-8_8.
Türkan, S. and Özel, G. (2017) ‘Efficiency of state universities in Turkey during the 2014–2015 academic year and determination of factors affecting efficiency’, Egitim ve Bilim, 42(191), pp. 307–322. Available at: https://doi.org/10.15390/EB.2017.6980.
Veithzal Rivai (2005) Performance Appraisal; Sistem yang Tepat untuk Menilai Kinerja Karyawan dan Meningkatkan Daya Saing Perusahan. PT. Raja Grafindo
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