ANALYSIS CLASIFICATION FACTORS OF WORK PRODUCTIVITY AMONG TEACHERS DURING WFH (WORK FROM HOME) BASED ON DECISION TREE
Article Sidebar
Main Article Content
Abstract
The COVID-19 pandemic since its inception at the end of December in China and entering Indonesia in March 2020 has had many impacts on the world of employment, including in the realm of education. The COVID-19 pandemic has also had a strong impact on work productivity. Various different backgrounds ranging from work tenure, latest education level and emotional intelligence make the level of work productivity at SMPN 1 Tembelang quite varied. This research aims to analyze the classification factors that affect teacher work productivity during WFH. The type of research used is analytic observational with a cross-sectional approach. This research was conducted at SMP Negeri 1 Tembelang Jombang with a sample of 45 people. Data analysis is done by Decision Tree. The results of the accuracy of the model testing generated from the training data to the testing data show that the accuracy value is 65.67%. The classification of high productivity levels is found in the group of teachers who have a long work tenure, mature age and high emotional intelligence. While the classification of medium productivity is dominated by groups of teachers of medium and adult age. It is recommended to conduct training and mentoring of online learning programs to improve skills and expertise for teachers, especially those who have and are classified as elderly.
Downloads
Article Details
Copyright (c) 2022 Indah Lutfiya, Novelia Qothrunnada, Selvy Nur Amalia
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Kebudayaan DJG dan TKK pendidikan dan. Panduan pembelajaran jarak jauh [Internet]. Jakarta; 2020. Available from: https://bersamahadapikorona.kemdikbud.go.id/panduan-pembelajaran-jarak-jauh/
Seran CG, Laloma A, Londa VY. Kinerja Guru Sekoah Dasar di Masa Pandemi Covid-19. J Adm Publik [Internet]. 2021;7(99):1–11. Available from: https://ejournal.unsrat.ac.id/index.php/JAP/article/view/32000
Basar AM. Problematika Pembelajaran Jarak Jauh Pada Masa Pandemi Covid-19 (Studi Kasus di SMPIT Nurul Fajri – Cikarang Barat – Bekasi). J Ilm Pendidik. 2021;2(1):208–18.
Prawanti LT, Sumarni W. Kendala Pembelajaran Daring Selama Pandemic Covid-19. In: Seminar Nasional Pascasarjana UNNES. 2020. p. 286–91.
Indra R, Lian GC, Immanuel JA, Valencia L, Elysia Y, Ully S. Description Work Stressor and Coping Strategies for High School Teacher during Online Learning in Pandemic Situations. Mind Set. 2021;1(1):63–86.
Makdori. Kemendikbud Sebut 60 Persen Guru Masih Terbatas Menguasai Teknologi Informasi. [Internet]. 2021. Available from: https://www.liputan6.com/news/read/4533328/kemendikbud-sebut-60-persen-guru-masih-terbatas-menguasai-teknologi-informasi
Imran Ukkas. FAKTOR-FAKTOR YANG MEMPENGARUHI PRODUKTIVITAS TENAGA KERJA INDUSTRI KECIL KOTA PALOPO. J Islam Educ Ma Manag [Internet]. 2017;2(2):187–98. Available from: https://doi.org/10.24256/kelola.v2i2.440
Rudiansyah F. Pengaruh Insentif, Tingkat Pendidikan dan Masa Kerja terhadap Produktivitas Kerja Karyawan (Studi Kasus pada Hotel Pelangi Malang). J Manaj [Internet]. 2014;2(1):1–10. Available from: https://jimfeb.ub.ac.id/index.php/jimfeb/article/view/969
Firmansyah Z. Analisis Pengaruh Umur, Pendidikan dan Upah terhadap Produktivitas Tenaga Kerja. Econ Dev Anal J [Internet]. 2015;4(1):91–7. Available from: http://journal.unnes.ac.id/sju/index.php/edaj
Yudianto A, Manajemen PS. Pengaruh Kecerdasan Emosional terhadap Produktivitas Kerja Karyawan PT BTPN Syariah Cabang Area Cirebon Timur. Bul Bisnis Manaj [Internet]. 2017;03(01):13–27. Available from: http://www.iab.edu.my/sn20_papers/KK_K144_Izani.pdf
Dewi Anggriani, Amirul Mukminin. Pengaruh Lingkungan Masa Pandemik Covid 19 Terhadap Produktivitas Kerja Pegawai Pada Dinas Kependudukan Dan Pencatatan Sipil (Disdukcapil) Kota Bima. J Disrupsi Bisnis [Internet]. 2021;4(4):314–26. Available from: http://openjournal.unpam.ac.id/index.php/DRB/index
Lutfiya I, Irwanto, Purnomo W. Identification Validity Early Detection of Child Development Using Indonesian Mch Handbook. Indian J Public Heal Res Dev. 2019;10(8):1819–24.
Aprilyanti S. Pengaruh Usia dan Masa Kerja Terhadap Produktivitas Kerja (Studi Kasus : PT . OASIS Water International Cabang Palembang). J Sist dan Manaj Ind. 2017;1(2):68–72.
Kumbadewi LS, Suwendra IW, Susila GPAJ. Pengaruh umur, pengalaman kerja, upah, teknologi dan lingkungan kerja terhadap produktivitas karyawan. e-Journal Bisma Univ Pendidik Ganesha. 2016;4:1–11.
Novianti B, Kurniawan B, Widjasena B. HUBUNGAN ANTARA USIA, STATUS GIZI, MOTIVASI KERJA, DAN PENGALAMAN KERJA DENGAN PRODUKTIVITAS KERJA OPERATOR BAGIAN PERAKITAN DI PT. X. J Kesehat Masy Undip. 2017;5(5):79–88.
Ours JC Van, Stoeldraijer L. Age , Wage and Productivity in Dutch Manufacturing. Economist (Leiden) [Internet]. 2011;159(April):113–37. Available from: https://doi.org/10.1007/s10645-011-9159-4
Aiyar S, Ebeke C, Shao X. The Impact of Workforce Aging on European Productivity. 2016. (WP/16/238). Report No.: E23, O30, O47.
Dixon L. How Age Affects Productivity — And What Leaders Can Do About It. [Internet]. Talent Economy. 2016. Available from: https://www.chieflearningofficer.com/2016/11/28/age-affects-productivity-leaders-can/
Ayndri Nico Prayudo, Fathorrahman, Tin Agustina Karnawati. ANALISIS PENGARUH MASA KERJA, UPAH DAN USIA TERHADAP PRODUKTIVITAS TENAGA KERJA BURUH BORONGAN LINTING ROKOK DI SKT GEBOG, PT.DJARUM KUDUS. J Ekon Manaj Dan Bisnis, [Internet]. 2020;1(1). Available from: https://jurnal.stie.asia.ac.id/index.php/jubis/article/view/311
Itafia Y, Cipta W, Yudiaatmaja F. Pengaruh Pengalaman Kerja dan Kepuasan Kerja terhadap Produktivitas Kerja Karyawan pada Industri Tenun. e-Journal Bisma Univ Pendidik Ganesha. 2014;2(4):1–8.
Laminia D, Muniroh L. RELATIONSHIP OF MOTIVATION AND WORK PERIOD WITH WORKERS PRODUCTIVITY AT HOME INDUSTRY. Indones J Occup Saf Heal. 2018;7(2):241–8.
Kanali IW. PENGARUH KECERDASAN EMOSIONAL, LINGKUNGAN KERJA DAN KOMITMEN PEGAWAI TERHADAP PRODUKTIVITAS KERJA PADA BADAN PERENCANAAN PEMBANGUNAN, PENELITIAN DAN PENGEMBANGAN DAERAH KABUPATEN TOJO UNA-UNA. e J Katalogis. 2017;5(10):82–93.
Nugraha AP. PENGARUH HUBUNGAN TINGKAT USIA, TINGKAT PENDIDIKAN, DAN TINGKAT UPAH TERHADAP PRODUKTIVITAS TENAGA KERJA WANITA PR. JAYA MAKMUR KABUPATEN MALANG. J Ilm Mhs FEB Univ Brawijaya. 2017;5(3):1–11.
Ibad M, Lutfiya I, Imron A, Mardiyono. DETERMINAN PENGGUNAAN ALAT KONTRASEPSI. J Hum Care. 2021;6(1):130–8.
Subarjo. Faktor-faktor yang Mempengaruhi Produktivitas Karyawan pada CV. Granada. Optim J Ekon Dan Pembang [Internet]. 2015;5(2):194–203. Available from: https://doi.org/10.12928/optimum.v5i2.7883
Gunawan YIP, Amaludin A. PEMANFAATAN TEKNOLOGI PEMBELAJARAN DALAM JARINGAN DI MASA PANDEMI COVID-19. J Madaniyah. 2021;11(1):686–97.