Assessing financial metrics and Sharia Healthcare stock return amid Indonesia’s market volatility
DOI:
https://doi.org/10.18326/muqtasid.v15i2.105-120Keywords:
Sharia Investment, Sharia Stock Performance, Financial Metrics, Panel Data AnalysisAbstract
The present research aims to analyze how financial metrics reflecting profitability, liquidity, and solvency affect the profit performance of sharia-compliant equities in the healthcare industry amid the COVID-19 pandemic. This investigation employs a panel data regression methodology, utilizing a sample of medical services businesses that are publicly traded on the Indonesia Stock Exchange throughout this time frame from 2020 to 2022. The estimation model applied is the Fixed Effect Model (FEM) using Eviews 13 software. Hypothesis testing is conducted using t-tests and F-tests to ensure the robustness of the results. The findings reveal that simultaneously, ROA, ROE, EPS, NPM, CR, and DER have a significant effect on the return of sharia healthcare stocks. Partially, the results of this study show that EPS, CR, and DER have a significant effect on the return of sharia healthcare stocks. ROA, ROE, and NPM metrics had no substantial statistical implications. Theoretically, this study enriches the Islamic financial literature by showing that some financial ratios can affect Islamic stocks differently than conventional stocks during crises. In practical terms, these findings provide valuable insights for financial professionals to refine investment strategies, particularly in the healthcare sector during market volatility.
References
Adawiyah, N. R., & Setiyawati, H. (2019). The effect of current ratio, return on equity, and firm size on stock return (study of manufacturing sector food and beverage in Indonesia stock exchange). Scholars Bulletin, 5(9), 513–520. https://doi.org/10.36348/sb.2019.v05i09.004.
Aldiena, E., & Al Hakim, M. H. (2019). The impact of companies’ internal factors on the performance of their stock returns. Journal of Islamic Economic Laws, 2(1), 120–149. https://doi.org/10.23917/jisel.v2i1.7708.
Al Faruk, A. R. (2022). Comparative analysis of sharia stock performance before and during covid-19 pandemic in Indonesia. Perbanas Journal of Islamic Economics and Business, 2(1), 65-74. https://doi.org/10.56174/pjieb.v2i1.44.
Al-Nassar, N. S., Yousaf, I., & Makram, B. (2023). Spillovers between positively and negatively affected service sectors from the COVID-19 health crisis: Implications for portfolio management. Pacific-Basin Finance Journal, 79, 102009. https://doi.org/10.1016/j.pacfin.2023.102009.
Al Salamat, W. A., & Mustafa, H. H. H. (2016). The impact of capital structure on stock return: Empirical evidence from Amman stock exchange. International Journal of Business and Social Science, 7(9), 183-196.
Aminah, L. S. (2021). The effect of current ratio, net profit margin, and return on assets on stock return (study on food and beverages companies listed on the Indonesia stock exchange 2015-2017 Period). Journal of Management, Accounting, General Finance and International Economic Issues, 1(1), 1-19. https://doi.org/10.55047/marginal.v1i1.8.
Aryanti, A., & Mawardi, M. (2016). Pengaruh ROA, ROE, NPM dan CR terhadap return saham pada perusahaan yang terdaftar di Jakarta Islamic Index (JII). I-Finance: A Research Journal on Islamic Finance, 2(2), 54-71. https://doi.org/10.19109/ifinance.v2i2.1015.
Ashraf, D., Rizwan, M. S., & Ahmad, G. (2022). Islamic equity investments and the COVID-19 pandemic. Pacific-Basin Finance Journal, 73, 101765. https://doi.org/10.1016/j.pacfin.2022.101765.
Atthahiry, M. F., Yuliani, Y., Malinda, S., & Muthia, F. (2024). Influence current ratio and total assets turnover on stock returns with return on equity as intervening on the Indonesian stock exchange. Financial Engineering, 3, 43–50. https://doi.org/10.37394/232032.2025.3.5.
Bintara, R., & Tanjung, P. R. S. (2019). Analysis of fundamental factors on stock return. International Journal of Academic Research in Accounting, Finance and Management Sciences, 9(2), 49–64. http://dx.doi.org/10.6007/IJARAFMS/v9-i2/6029.
Chaira, S. A., Hismendi, & Busra. (2024). The effect of earnings per share, debt to equity ratio and net profit margin on stock returns in property and real estate sector companies listed on the Indonesian sharia stock index (ISSI) for the 2018-2023 period. Valley International Journal Digital Library, 12(5), 6355–6367. https://doi.org/10.18535/ijsrm/v12i05.em09.
Chowdhury, M. I. H., Balli, F., & De Bruin, A. (2022). Islamic equity markets versus their conventional counterparts in the COVID-19 age: Reaction, resilience, and recovery. International Review of Finance, 22(2), 315–324. https://doi.org/10.1111/irfi.12349.
Dhasmana, S., Ghosh, S., & Kanjilal, K. (2023). Does investor sentiment influence ESG stock performance? Evidence from India. Journal of Behavioral and Experimental Finance, 37, 100789. https://doi.org/10.1016/j.jbef.2023.100789.
Dita, A. H., & Murtaqi, I. (2014). The effect of net profit margin, price to book value and debt to equity ratio to stock return in the Indonesian consumer goods industry. Journal of Business and Management, 3(3), 305–315.
Endri, E., Dermawan, D., Abidin, Z., & Riyanto, S. (2019). Effect of financial performance on stock return: Evidence from the food and beverages sector. International Journal of Innovation, 9(10), 335–350.
Erzad, A. M., & Erzad, A. M. (2017). The effect of financial ratios toward sharia stock return in Jakarta Islamic Index (JII). Qudus International Journal of Islamic Studies, 5(1), 129-150. https://doi.org/10.21043/qijis.v5i1.3858.
Firdausia, S. (2021). Pengaruh return on asset, market value added dan debt to equity ratio terhadap return saham syariah. Jurnal Indonesia Sosial Teknologi, 2(4), 653–665. https://doi.org/10.59141/jist.v2i04.131.
Flannery, M. J., & Protopapadakis, A. A. (2002). Macroeconomic factors do influence aggregate stock returns. The Review of Financial Studies, 15(3), 751–782. https://doi.org/10.1093/rfs/15.3.751.
Gagnon, J. E., Kamin, S. B., & Kearns, J. (2023). The impact of the COVID-19 pandemic on global GDP growth. Journal of the Japanese and International Economies, 68, 101258. https://doi.org/10.1016/j.jjie.2023.101258.
Hermanto, H., Putra, F. F., Firmansyah, A., & Trisnawati, E. (2023). Kinerja operasi, kinerja penjualan, kinerja pasar dan leverage pada industri rumah sakit periode sebelum dan masa pandemi Covid-19. Jurnal Akuntansi Bisnis, 16(2), 154-169. https://doi.org/10.30813/jab.v16i2.3983.
Hidajat, N. C. (2018). Pengaruh return on equity, earnings per share, economic value added, dan market value added terhadap return saham perusahaan sektor pertanian yang terdaftar di bursa efek Indonesia periode 2010-2016. Jurnal Ekonomi, 23(1), 62-75. https://doi.org/10.24912/je.v23i1.334.
Khan, N., Saleem, A., & Ozkan, O. (2023). Do geopolitical oil price risk influence stock market returns and volatility of Pakistan: Evidence from novel non-parametric quantile causality approach. Resources Policy, 81, 103355. https://doi.org/10.1016/j.resourpol.2023.103355.
Kusmayadi, D., Rahman, R., & Abdullah, Y. (2018). Analysis of the effect of net profit margin, price to book value, and debt to equity ratio on stock return. International Journal of Recent Scientific Research, 9(7), 28091–28095. http://dx.doi.org/10.24327/ijrsr.2018.0907.2392.
Lalithchandra, B. N., & Rajendhiran, N. (2021). Liquidity ratio: An important financial metrics. Turkish Journal of Computer and Mathematics Education, 12(2), 1113–1114. https://doi.org/10.17762/turcomat.v12i2.1129.
Lestari, S., Farida, Y. N., & Susilowati, D. (2023). Analysis of key performance indicators during and post the covid-19 pandemic (case MSMES in Indonesia). Journal of Economics, Finance and Management Studies, 6(6), 2964-2973. https://doi.org/10.47191/jefms/v6-i6-66.
Liu, L., Bashir, T., Abdalla, A. A., Salman, A., Ramos-meza, C. S., Jain, V., & Shabbir, M. S. (2024). Can money supply endogeneity influence bank stock returns? A case study of South Asian economies. Environment, Development and Sustainability, 26(2), 2775–2787. https://doi.org/10.1007/s10668-022-02867-6.
Lusyana, D., & Sherif, M. (2017). Shariah-compliant investments and stock returns: Evidence from the Indonesian stock market. Journal of Islamic Accounting and Business Research, 8(2), 143–160. https://doi.org/10.1108/JIABR-10-2015-0052.
Maghfira, & Putra, Y. H. S. (2023). Technical analysis: Penny stock manipulation company share listed on the Indonesian sharia stock index in 2022. Journal of Economics, Finance and Management Studies, 6(7), 3361–3372. https://doi.org/10.47191/jefms/v6-i7-40.
Nadyayani, D. A. D., & Suarjaya, A. A. G. (2021). The effect of profitability on stock return. American Journal of Humanities and Social Sciences Research, 5(1), 695–703.
Naseer, S., Khalid, S., Parveen, S., Abbass, K., Song, H., & Achim, M. V. (2023). COVID-19 outbreak: Impact on global economy. Frontiers in Public Health, 10, 1009393.
https://doi.org/10.3389/fpubh.2022.1009393.
Noman, A. H. M., Karim, M. M., Hassan, M. K., Khan, M. A., & Pervin, S. (2023). COVID-19 pandemic and the dynamics of major investable assets: What gives shelter to investors?. International Review of Economics & Finance, 86, 14–30. https://doi.org/10.1016/j.iref.2023.03.003.
Oman, A., Fitrianingsih, D., Salam, A. F., & Aeni, H. (2021). Pengaruh current ratio, debt to equity ratio dan return on equity terhadap return saham pada perusahaan property dan real estate yang terdaftar di bursa efek Indonesia. Journal of Economic, Bussines and Accounting, 4(2), 547–556. https://doi.org/10.31539/costing.v4i2.1533.
Pardiansyah, E., Najib, M. A., & Abduh, M. (2023). Comparative analysis of sharia stock prices and returns in the health sector before and during the Covid-19 pandemic. Journal of Islamic Economics and Finance Studies, 4(1), 99–113. https://doi.org/10.47700/jiefes.v4i1.5813.
Riani, A., & Mala, C. M. F. (2024). The influence of ROA, ROE, NPM, and GPM on stock returns of technology companies listed on the Indonesian stock exchange. The Eastasouth Journal of Social Science and Humanities, 1(3), 196-209. https://doi.org/10.58812/esssh.v1i03.272.
Rinofah, R., & Sedera, R. M. H. (2023). Determinants of potential bankruptcy of companies during the Covid-19 pandemic. Sebelas Maret Business Review, 7(1), 50-56. https://doi.org/10.20961/smbr.v7i1.62904.
Rostami, S., Rostami, Z., & Kohansal, S. (2016). The effect of corporate governance components on return on assets and stock return of companies listed in Tehran stock exchange. Procedia Economics and Finance, 36, 137–146. https://doi.org/10.1016/S2212-5671(16)30025-9.
Safitri, N., & Ayuningtyas, D. (2023). Pharmaceutical and medical device resilience: Implementation of emergency use authorization in pharmaceuticals and medical devices during the covid-19 pandemic: A literature review. Journal of Social Research, 2(7), 2173–2181. https://doi.org/10.55324/josr.v2i7.1048.
Saputra, R., & Hilabi, A. (2022). Aktualisasi maqashid syariah dalam konstruksi perspektif fikih terhadap aktivitas dan produk perbankan syariah. Al Maal: Journal of Islamic Economics and Banking, 4(1), 31. https://doi.org/10.31000/almaal.v4i1.6025.
Sausan, F. R., Korawijayanti, L., & Ciptaningtias, A. F. (2020). The effect of return on asset (ROA), debt to equity ratio (DER), earning per share (EPS), total asset turnover (TATO) and exchange rate on stock return of property and real estate companies at Indonesia stock exchange period 2012-2017. Ilomata International Journal of Tax and Accounting, 1(2), 103–114. https://doi.org/10.52728/ijtc.v1i2.66.
Septianingsih, A. (2022). Pemodelan data panel menggunakan random effect model untuk mengetahui faktor yang mempengaruhi umur harapan hidup di Indonesia. Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika, 3(3), 525-536. https://doi.org/10.46306/lb.v3i3.163.
Simorangkir, R. T. M. C. (2019). Pengaruh kinerja keuangan terhadap return saham perusahaan pertambangan. Jurnal Bisnis dan Akuntansi, 21(2), 155-164. https://doi.org/10.34208/jba.v21i2.616.
Sya’bani, M. J. R., & Fathoni, M. A. (2022). The impact of macroeconomic and fundamental ratios against sharia stock returns at JII. European Journal of Islamic Finance, 9(2), 27-34.
Utami, M. R., & Darmawan, A. (2019). Effect of DER, ROA, ROE, EPS and MVA on stock prices in sharia Indonesian stock index. Journal of Applied Accounting and Taxation, 4(1),15-22. https://doi.org/10.30871/jaat.v4i1.1195.
Wahid, F. N., Rosli, M. S. D. A., Rani, M. A. M., & Arif, M. I. A. M. (2023). Catalysing National Health Security by The Islamic Micro Endowment Mechanism Through Financial Technology Platform. International Journal of Academic Research in Business and Social Sciences, 13(7), 38-44. https://doi.org/10.6007/IJARBSS/v13-i7/17672.
Widagdo, B., Jihadi, M., Bachitar, Y., Safitri, O. E., & Singh, S. K. (2020). Financial ratio, macro economy, and investment risk on sharia stock return. The Journal of Asian Finance, Economics and Business, 7(12), 919–926. https://doi.org/10.13106/jafeb.2020.vol7.no12.919.
Yap, H. C., & Firnanti, F. (2019). Faktor-faktor yang mempengaruhi return saham. Jurnal Bisnis dan Akuntansi, 21(1a–1), 27-38. https://doi.org/10.34208/jba.v21i1a-1.706
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