COVID-19 aftermath: study of implication to Indonesia industries performance

Authors

  • Maya Merida Liem Program Studi S-2 Akuntansi Fakultas Bisnis Dan Ekonomika Universitas Surabaya
  • Yie Ke Feliana Program Studi S-2 Akuntansi Fakultas Bisnis Dan Ekonomika Universitas Surabaya

Keywords:

Market Performance, Fundamental Performance, COVID-19

Abstract

This study aims to analyze the difference in market performance value and fundamental performance before the pandemic, during the pandemic, recovery period, and after the COVID-19 pandemic. This study uses a descriptive methodology to characterize the results of the analysis of market performance variables, namely share return, MBR, and PER. Then the fundamental perforance consists of ROA, CR, and DER for all components. The data of this study are secondary. The objects of this study are 11 industrial sectors recorded on the IDX through a sample selection process with conditions determined by the author. Data were tested using ANCOVA test through a process of descriptive, normality, and homogeneity testing. The results showed that Market to Book Ratio (MBR) that has significant differences is the main cyclicals sector, consumer non-cyclicals, financial, main industrials, infrastructures, technology, transportation & logistics and energy. Then the price earning ratio (PER) which has significant differences is the main industrial sector, the technology sector and the transportation & logistics sector. The variable share return that has significant differences is the cyclicals sector and the consumer non-cyclicals sector. Profitability variables that have significant differences are the main cyclicals sector, healthcare sector, main industrial sector, infrastructures sector, properties & real estate sector, Transportation & Logistics sector, energy sector. Liquidity variables that have significant differences are the basic materials sector, the main industrial sector, the technology sector, the transportation & logistics sector. Solvency variables that have significant differences are the main cyclicals sector, the property & real estate sector and the energy sector.

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References

Acheampong, Prince, Evans Agalega, and Albert Kwabena Shibu. (2014). The Effect of Financial Leverage and Market Size on Stock Returns on the Ghana Stock Exchange: Evidance from Selected Stocks in the Manufacturing Sector. International Journal of Financial Research, 5(1),125-134.

Aditia, D., Nasution, D., Sains, F. S., Pembangunan, U., Budi, P., & Utara, U. S. (2020). Dampak Pandemi COVID-19 Terhadap Perekonomian. 5(2), 212–224.

Ajija, R. S. (2011). Cara cerdas menguasai eviews. Penerbit salemba empat. Hal 52. ISBN 9789790611504

Alexander, Nico, dan Nicken Destriana. (2013). Pengaruh Kinerja Keuangan terhadap Return Saham. Jurnal Bisnis dan Akuntansi, 15(2), 123-132

Anwaar, Maryyam. (2016). Impact of Firms’ Performance on Stock Returns (Evidance from Listed Companies of FTSE-100 Index London, UK). Global Journal of Management and Business Research: Accounting and Auditing, 16(1)

Ashraf, B. N., (2020). Stock markets’ reaction to COVID-19: Cases or fatalities?, Research in International Business and Finance, Vol. 54.

Baker, S. R., N. Bloom, S. J. Davis, K. Kost, M. Sammon, & T. Viratyosin. (2020). The Unprecedented Stock Market Reaction to COVID-19, The Review of Asset Pricing Studies

Ben-Ahmed, K., Ayadi, I., & Hamad, S. B. (2021). COVID-19 impact on digital companies’ stock return: A dynamic data analysis. Finance Research Letters, 46, 102340.

Bodie, Z., Kane A., Marcus .,AJ. (2008). Investments and Portfolio Management – 9thedition. NewYork: Irwin – McGraw Hill.

Brigham, F. Eugene dan Joel F. Houston. (2013). Dasar-dasar Manajemen Keuangan. Jakarta: Salemba Empat

Bursa Efek Indonesia. Daftar Saham. Di akses di https://www.idx.co.id/data-pasar/data-saham/daftar-saham/ pada 08.00 WIB

Cahyaningdyah, D., & Faidah, F. (2017). Analisis Pengaruh Hari Perdagangan Terhadap Return Saham Di Bursa Efek Indonesia: Pengujian Menggunakan Garch (Generalized Autoregressive Conditional Heteroskedasticity).Ekspektra: Jurnal Bisnis Dan Manajemen, 1(1), 1-10.

Damodaran, Aswath. (2006). Security Analysis for Investment and Corporate Finance. New Jersey: John Wiley and Sons, Inc.

Darabee, T. (2022). The impact of COVID-19 on the financial performance of the listed firms in Palestine. Gazi Iktisat Ve Işletme Dergisi, 8(3)

Didar, K. (2019). Impact of the Financial Factors on Return on Assets (ROA): A Study on ACME. Daffodil International University Journal of Business and Entrepreneurship, 12(1), 50–61.

Durrah, O., Rahman, A., Jamil, S. A., & Ghafeer, N. a. M. (2016). Exploring the Relationship between Liquidity Ratios and Indicators of Financial Performance: An Analytical Study on Food Industrial Companies Listed in Amman Bursa. DergiPark (Istanbul University).

Fabozzi, Frank J. (2000); Manajemen Investasi; Buku Dua; Salemba Empat, Pearson Education Asia Pte. Ltd. Prentice-Hall

Fama, E. F., (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383 -417

Fitriaty, Muhammad Haris Saputra, Dessy Elliyana. (2022). Analisis Faktor – Faktor Yang Mempengaruhi Keputusan Investasi Selama COVID-19 Di Bursa Efek Indonesia. Jurnal Manajemen Terapan dan Keuangan (Mankeu) 11(2), 2022

Fraser, L. M. & Ormiston, A. (2016). Understanding financial statement, 11th edition. Pearson

Fraser, Lyn M. And Allen Ormiston. (2004). Memahami Laporan Keuangan. Jakarta: PT Indeks

Ganie, I. B., Wani, T. A., & Yadav, M. P. (2022). Impact of COVID-19 Outbreak on the Stock Market: An Evidence from Select Economies. Business Perspectives and Research, 227853372110736

Georgieva, Kristalina. (2020). Fiscal Monitoring: Policies to Support Peoplr Durig the COVID-19 Pandemic. Washington DC: IMF. ISBN 978-1-51353-769-6.

Gunawan, I Putu Ari dan I Ketut Jati. (2013). Pengaruh Rasio Keuangan Terhadap Return Saham Dalam Pengambilan Keputusan Investasi Pada Saham Unggulan Yang Terdaftar Di Bursa Efek Indonesia, E Jurnal Akuntansi Vol 2 No 1, 1-18

Hasliana. (2019). Analisis Pendekatan Price Earning Ratio (PER) dalam Pengambilan Investasi (Studi pada Perusahaan sub sektor Food & Beverage yang Terdaftar di BEI 2016-2018). Jurnal Manajemen. 1(26).

Hermanto, Bambang, dan Mulyo Agung. (2015). Analisis Laporan Keuangan. Jakarta: Lentera Printing.

Hermuningsih, Sri. (2010). Pengaruh Profitabilitas, Size Terhadap Nilai Perusahaan Dengan Struktur Modal Sebagai Variabel Intervening. Jurnal Siasat Bisnis, 16 (2) :232-242.

Hin, L. Thian. (2008). Panduan berinvestasi saham edisi terkini. Jakarta : PT Elex Media Komputindo.

Islam, M. R., Khan, T. R., Choudhury, T., & Adnan, A. M. (2014). How Earning Per Share (EPS) Affects on Share Price and Firm Value. European Journal of Business and Management, 6(17), 97–108.

Isola Fatoki, O., & Nasieku, T. (2017). The Influence of Market to Book Ratio of Equity on Capital Structure Choice in Nigeria. Scientific Research Journal, V(XI).

Jamil, I., Kogid, M., Lim, T. S., & Lily, J. (2023). Pre- and Post-COVID-19: The Impact of US, UK, and European Stock Markets on ASEAN-5 Stock Markets. International Journal of Financial Studies, 11(2), 54

Junaedi, D., & Salistia, F. (2020). Dampak Pandemi COVID-19 terhadap Pasar Modal di Indonesia: Studi Kasus Indeks Saham Komposit (ISHG). Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 2(2), 109–131. https://doi.org/10.47467/alkharaj.v2i2.112

Junaedi, Dedi, M. Rizal Arsyad, Faisal Salistia, Moh. Romli. (2022). Menguji Efektivitas Vaksinasi COVID-19 di Indonesia. Reslaj: Religion Education Social Laa Roiba Journal 4(1), 120-143

Kasiram, M. 2008. Metodologi Penelitian Kuantitatif. Malang: UIN Malang Press. hal 227

Kasmir. (2010). Analisis Laporan Keuangan. Cetakan Ketiga. Jakarta: Raja Grafindo Persada

Kementerian Kesehatan Republik Indonesia. (2020). Info Infeksi Emerging Kementerian Kesehatan RI pada hakaman https://infeksiemerging.kemkes.go.id diakses pada 16 Oktober 2022

Kementerian Kesehatan Republik Indonesia. (2021). Situasi Terkini Perkembangan Coronavirus Disease (COVID-19) 25 November 2021, di akses di https://infeksiemerging.kemkes.go.id/situasi-infeksi-emerging/situasi-terkini-perkembangan-coronavirus-disease-COVID-19-25-november-2021 pada 16 Oktober 2022

Kementerian Keuangan RI. (2020). Pemerintah Waspada Dampak Pandemi COVID-19 Terhadap Ekonomi Indonesia. April, 17–21.

Kurniawan, A. A. (2012). Analisis Pengaruh Hari Perdagangan Terhadap Return Saham Perusahaan Bidang Telekomunikasi Yang Terdaftar Di Bursa Efek Indonesia. Probisnis, 5(2).

Maria J. F Esomar, Restia Chritianty. (2021). COVID-19 Pandemic Impact towards the Financial Performance of Companies on Service Sector in BEI JKBM. Jurnal Konsep Bisnis dan Manajemen, 7 (2), 227-233

Masitoh, T. A., & Rahayu, R. (2015). Pengaruh Hari Perdagangan Terhadap Return Saham Pada Perusahaan Perkebunan Di BEI. Jurnal Ilmu dan Riset Manajemen (JIRM), 4(4).

Mazid, Annisa, Erna Listyaningsih, Wiewiek Indriani. (2022). Dampak Pandemi COVID-19 Terhadap Return Saham Sektor Property Dan Real Estate Yang Terdaftar Di Bursa Efek Indonesia Periode 2020. Jurnal Manajemen Universitas Bung Hatta 17(1), 43-51

Muhammad. 2013. Metodologi Penelitian Ekonomi Islam. Jakarta : RajaGrafindo Persada

Nurmasari, I., (2020). Dampak COVID-19 -19 Terhadap Perubahan Harga Saham dan Volume Transaksi (Studi Kasus Pada PT. Ramayana Lestari Sentosa, Tbk., Jurnal SEKURITAS (Saham, Ekonomi, Keuangan dan Investasi), 3(3), 230 -236

Oktavia, Trisna Ayu, Nova Maulud Widodo, Halleina Rejeki Putri Hartono. (2021). Analisis Fundamental Saham Sebelum Dan Sesudah Pandemi COVID-19: Studi Empiris Di Bursa Efek Indonesia Jurnal MONEX 10(2), 213-218

Pepinsky, T. B., & Wihardja, M. M. (2011). Decentralization and economic performance in Indonesia. Journal of East Asian Studies, 11(3), 337–371. https://doi.org/10.1017/S1598240800007372

Pinglin H., Y. Sun, Y. Zhang & T. Li, (2020). COVID-19 – 19’s Impact on Stock Prices Across Different Sectors —An Event Study Based on the Chinese Stock Market. Emerging Markets Finance and Trade, 56 (10).

Pontiff, Jeffrey, Lawrence D. Schall. (1998). Market to Book Ratio Ratios as Predictors of Market Returns. Jurnal of Financial Economics 49, 141-160

Purnamasari, Endah Dewi, Leriza Desitama Anggraini. (2021). Analisis Return Saham Perusahaan Yang Terdaftar Di Bursa Efek Indonesia Pada Masa Pandemi COVID-19 Jurnal Akun Nabelo: Jurnal Akuntansi Netral, Akuntabel, Objektif , 4(1), 630-639

Purnaningrum, E. & Ariyanti, V. (2020). Pemanfaatan Google Trends untuk Mengetahui Intervensi Pandemi COVID-19 -19 terhadap Pasar Saham di Indonesia. Majalah Ekonomi,25 (1), 93 -101.

Putri, H. T., (2020). COVID-19 19 dan Harga Saham Perbankan di Indonesia. Eksis: Jurnal Ilmiah Ekonomi dan Bisnis, Vol. 11 (1), pp. 6 – 9

Qadri, S. B., Ma, Z., Raza, M., Li, M., Qadri, S. Q. S. U., Ye, C., & Xie, H. (2023). COVID-19 and financial performance: Pre and post effect of COVID-19 on organization performance; A study based on South Asian economy. Frontiers in Public Health, 10

Raharjaputra, Hendra. (2009). Manajemen Keuangan dan Akuntansi. Jakarta: Salemba Empat.

Rianti, Afrida. (2021). Analisis Dampak COVID-19 Pada Volume Transaksi Saham Dan Harga Saham (Studi Kasus Pada Kelompok Perusahaan Transportasi Yang Terdaftar Di Bei Tahun 2020). JIMA Jurnal Ilmiah Mahasiswa Akuntansi 1(3), 71-178

Riduwan. 2003. Dasar-dasar Statistika. Bandung : Alfabeta

Riyadi, Slamet. (2014). Banking Asset and Liabilty Management. Jakarta: Lembaga Penerbit Fakultas Ekonomi Universitas Indonesia

Sadiq Oshoke, A., & Sumaina, J. (2015). Performance Evaluation through Ratio Analysis. Journal of Accounting and Financial Management, 1(8)

ŞAMİLOĞLU, F., Osman ÖZTOP, A., & Emre KAHRAMAN, Y. (2017). The Determinants of Firm Financial Performance: Evidence From Istanbul Stock Exchange (BIST). Journal of Economics and Finance, 8(6 Ver. I), 62–67

Sari, T. I., & Susilawati, S. (2018). Analisis Monday Effect, Weekend Effect Dan Pengaruh Hari Perdagangan Terhadap Return Saham Pada Kelompok Saham Indeks LQ 45 Di Bursa Efek Indonesia Periode Februari 2017- Januari 2018. Jurnal Profiet, 2(2), 125-129

Sawir, Agnes. (2010). Analisis Kinerja Keuangan dan Perencanaan Keuangan Perusahaan. Cetakan Keenam. Jakarta: Penerbit PT. Gramedia Pustaka Utama

Sezgin, F. H. (2010). An Empirical Investigation of the Relationship Among P/E Ratio, Stock Return and Dividend Yields for Istanbul Stock Exchange. DergiPark (Istanbul University)

Shamsudin, N., Mansor Mahmood, W., & Ismail, F. (2013). The Performance of Stock and the Indicators. International Journal of Trade, Economics and Finance, 409-413

Shleifer, A. (2000b). Inefficient Markets:An Introduction to Behavioral Finance: An Introduction to Behavioral Finance. OUP Oxford.

Sianturi, Crissy Norris. (2015). Pengaruh Liquidity , Firm Size , Growth Opportunity , Financial Distress , Leverage Dan Managerial Ownership Terhadap Aktivitas Hedging Dengan Instrumen Derivatif (Studi Kasus Pada Perusahaan Nonfinansial Yang Terdaftar Di BEI Periode 2010-2014). Diponegoro Journal of Management. Vol. 4 (4).

Statman, Meir. (1995). Behavioral Finance versus Standard Finance; in Behavioral Finance and Decision Theory in Investment Management;ICFA Continuing Education, Association Investment Management and Research.

Acheampong, P., Agalega, E., & Shibu, A. K. (2014). The effect of financial leverage and market size on stock returns on the Ghana Stock Exchange: evidence from selected stocks in the manufacturing sector. International Journal of Financial Research, 5(1), 125.

Cahyaningdyah, D., & Faidah, F. (2017). Analisis Pengaruh Hari Perdagangan Terhadap Return Saham Di Bursa Efek Indonesia: Pengujian Menggunakan Garch (Generalized Autoregressive Conditional Heteroskedasticity). Ekspektra: Jurnal Bisnis Dan Manajemen, 1(1), 1–10.

Khan, T. R., Islam, M. R., Choudhury, T. T., & Adnan, A. M. (2014). How earning per share (EPS) affects on share price and firm value.

Purnamasari, E. D., & Anggraini, L. D. (2021). Analisis Return Saham Perusahaan Yang Terdaftar di Bursa Efek Indonesia Pada Masa Covid-19. Jurnal Akun Nabelo: Jurnal Akuntansi Netral, Akuntabel, Objektif, 4(1), 630–639.

Syafi’i, A., Shobichah, S., & Mulyani, M. (2023). PENGARUH DIVERSIFIKASI PRODUK TERHADAP PERTUMBUHAN DAN KEUNGGULAN BERSAING: STUDI KASUS PADA INDUSTRI MAKANAN DAN MINUMAN. Jurnal Impresi Indonesia, 2(6), 592–599.

Tandelilin, E. (2001). Analisis investasi dan manajemen portofolio. Yogyakarta: Bpfe.

Tandelilin E. (2017). Analisis Investasi dan Manajemen Fortofolio Edisi pertama Cetakan pertama. Yogyakarta: BPFE

Usmadi, U. (2020). Pengujian persyaratan analisis (Uji homogenitas dan uji normalitas). Inovasi Pendidikan, 7(1).

Van Horne, Jamea C, dan Wachowicz, John M. (2009). Prinsip-prinsip Manajemen Keuangan. Jakarta: Salemba Emapat

Vijh, M., Chandola, D., Tikkiwal, V. A., & Kumar, A. (2020). Stock Closing Price Prediction using Machine Learning Techniques. Procedia Computer Science, 167, 599–606.

WHO. (2020). Critical Preparedness. Readliness and Response Actions for COVID-19

Wijaya, C.C & Putri, A.P. (2021). Pengaruh Analisis Fundamental Dan Analisis Teknikal Terhadap Harga Saham Pada Perusahaan Yang Terdaftar Di Indeks LQ45. Jurnal Ekonomi Bisnis Manajemen Prima, 2 (2).

Wijayanto, A. (2016). Pengaruh Frekuensi Perdagangan Saham, Volume Perdagangan Saham, Kapitalisasi Pasar dan Jumlah Hari Perdagangan terhadap Return Saham (Studi pada Saham Perusahaan Dagang Eceran yang Terdaftar dalam Indeks Saham Syariah Indonesia Sebelum Sampai Sesudah Bulan Ramadhan.Management Analysis Journal, 5(1)

Wijayanto, Andi, Agus Hermani D. Seno. (2021). Comparative Analysis of Company Financial Performance Between Sub Sectors in The Consumer Goods Industry in Indonesia Before and During The COVID-19 Pandemic. Journal of Economics, Finance and Management Studies Volume, 4(12), 2427- 2432

Yan, Y. (2022). Correlation Analysis of Stock Returns and Financial Indicators of Starbucks Corporation

Zulfitra, M. T., 2020. Reaksi Pasar Modal Index LQ45, Index Consumer Goods, Index Manufacture dan Index Finance pada Peristiwa Pandemi COVID-19 -19, Jurnal Semarak, 3 (3), 1 – 10

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Published

2024-01-16

How to Cite

Merida Liem, M., & Ke Feliana, Y. (2024). COVID-19 aftermath: study of implication to Indonesia industries performance. Jurnal Ekonomi, 13(01), 643–659. Retrieved from https://ejournal.seaninstitute.or.id/index.php/Ekonomi/article/view/3619

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