Herding Behavior in the Stock Market of Identified Boycotted Indonesian Stock Exchange Companies After the Determination of MUI Fatwa No. 83/2023
Main Article Content
Abstract
Research Aims: This study aims to detect herding behavior in the stock market of companies on the Indonesia Stock Exchange that are the targets of a boycott by the Indonesian people in rising, falling, and overall combined price conditions after the announcement of MUI Fatwa Number 83 of 2023.
Design/methodology/approach: The analysis tool used is the Quantile Regression Test to detect herding behavior that occurs. There are 6 companies that can be identified with stock price data taken during 120 working days of the stock exchange in Indonesia after the fatwa was issued from November 9, 2023 to May 20, 2024.
Research Findings: The results show that there is no indication of herding behavior when the market is rising, falling and overal from any quantile tested using quantile regression.
Theoretical Contribution/Originality: This result is suspected because there is the use of words in the fatwa that cause debate and the absence of a list of products listed. Other supporters such as investor literacy have increased due to the rapid development of technology which is in line with the increasing ability to think or intellectually to make decisions in investing. On the other hand, because of the increased ability, investor confidence also increases so that decisions made can be rational in investing.
Research limitation and implication: This research is limited to several companies that can be found by the researcher, and is limited by the time until this research is carried out. This research can provide an overview of the turmoil that occurs in the market and how the market responds to negative sentiment that is occurring.
Keywords: Boycott, Fatwa MUI, Herding Behavior, Intellectual, Literacy
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References
I. P. Putera and D. Kaluge, “Analisis herding behavior pada sektor-sektor yang terdaftar di Bursa Efek Indonesia dan Bursa Saham Malaysia tahun 2015-2021,” Contemporary Studies in Economic, Finance and Banking, vol. 1, no. 3, pp. 527–531, 2022.
C. M. Annur, “Jumlah investor pasar modal Indonesia terus bertambah hingga akhir 2023,” databoks.katadata.co.id. [Online]. Available: https://databoks.katadata.co.id/datapublish/2024/01/29/jumlah-investor-pasar-modal-indonesia-terus-bertambah-hingga-akhir-2023
A. W. Cahyono, R. Robiyanto, and H. Harijono, “Analisis herding behavior sebelum dan sesudah penghapusan kode broker di Bursa Efek Indonesia,” Jurnal Magisma, vol. 12, no. 1, pp. 103–114, 2024.
F. Akriana and N. Hasanah, “Analisis perilaku herding pada saham IPO di Bursa Efek Indonesia tahun 2010-2019,” Solusi: Jurnal Ilmiah Bidang Ilmu Ekonomi, vol. 20, no. 1, pp. 52–58, 2022, doi: 10.26623/slsi.v20i1.4706.
M. Adnan, “Modeling herding behavior in the Indonesian capital market,” International Journal of Economics, Business and Management Research, vol. 07, no. 04, pp. 167–179, 2023, doi: 10.51505/ijebmr.2023.7413.
P. W. Sugiantara, “Analisis perilaku herding berdasarkan kondisi pasar dengan asimetri informasi sebagai variabel pemoderasi,” E-Jurnal Akuntansi, vol. 32, no. 3, p. 721, 2022, doi: 10.24843/eja.2022.v32.i03.p13.
V. Dhuri and S. Patkar, “Herding behaviour in the Indian stock market: an empirical study,” Asian Economic and Financial Review, vol. 14, no. 4, pp. 264–275, 2024, doi: 10.55493/5002.v14i4.5018.
A. Ah Mand, H. Janor, R. A. Rahim, and T. Sarmidi, “Herding behavior and stock market conditions,” PSU Research Review, vol. 7, no. 2, pp. 105–116, 2023, doi: 10.1108/PRR-10-2020-0033.
P. K. Mishra and S. K. Mishra, “Do banking and financial services sectors show herding behaviour in indian stock market amid COVID-19 pandemic? insights from quantile regression approach,” Millennial Asia, vol. 14, no. 1, pp. 54–84, 2023, doi: 10.1177/09763996211032356.
F. Fei and J. Zhang, “Chinese stock market volatility and herding behavior asymmetry during the COVID-19 pandemic,” Cogent Economics and Finance, vol. 11, no. 1, pp. 1–19, 2023, doi: 10.1080/23322039.2023.2203436.
R. T. Ampofo, E. N. Aidoo, B. O. Ntiamoah, O. Frimpong, and D. Sasu, “An empirical investigation of COVID-19 effects on herding behaviour in USA and UK stock markets using a quantile regression approach,” Journal of Economics and Finance, vol. 47, no. 2, pp. 517–540, 2023, doi: 10.1007/s12197-022-09613-8.
Majelis Ulama Indonesia, “Fatwa Majelis Ulama Indonesia No.83 tahun 2023 tentang hukum dukungan terhadap perjuangan Palestina,” 2023, Komisi Fatwa Majelis Ulama Indonesia, Jakarta.
A. T. Susilawati, N. Lestari, and P. Nina, “Analisis sentimen publik pada Twitter terhadap boikot produk Israel menggunakan metode Naive Bayes,” Jurnal Ilmiah Mahasiswa, vol. 2, no. 1, 2024.
C. I. Mentari, F. Wahyuni, P. Rahmadani, and W. A. Rindiani, “Dampak positif boikot produk asing bagi pertumbuhan produk lokal (Indonesia),” Neraca Manajemen, Ekonomi, vol. 2, no. 1, 2023.
A. Priscillia and V. Devia, “Analisis perilaku herding pada saham sektor bank digital yang terdaftar di BEI periode 2021,” Contemporary Studies In Economic, Finance And Banking, vol. 2, no. 3, p. 2023, 2023, [Online]. Available: http://dx.doi.org/10.21776/csefb.2023.02.3.01
D. Rahmayanti, F. Santi, D. Altin, M. Q. Ridwan, and W. M. Nazdrol, “Herding behavior in the asean stock market during the COVID-19 pandemic,” Riset Akuntansi dan Keuangan Indonesia, vol. 8, no. 3, pp. 228–247, 2023, doi: 10.23917/reaksi.v8i3.2691.
D. P. Dewi, “Analisis herding behavior di Bursa Efek Indonesia pada Tahun 2020,” E-Jurnal Akuntansi, vol. 33, no. 1, pp. 258–269, 2023, doi: 10.24843/eja.2023.v33.i01.p19.
R. Jiang, C. Wen, R. Zhang, and Y. Cui, “Investor’s herding behavior in Asian equity markets during COVID-19 period,” Pacific Basin Finance Journal, vol. 73, no. April, p. 101771, 2022, doi: 10.1016/j.pacfin.2022.101771.
S. Kanojia, D. Singh, and A. Goswami, “Impact of herding on the returns in the indian stock market: an empirical study,” Review of Behavioral Finance, vol. 14, no. 1, pp. 115–129, 2020, doi: 10.1108/RBF-01-2020-0017.
A. Haksanggulawan, I. Hajar, and A. Putera, “Analisis pengaruh perilaku bias terhadap pengambilan keputusan investasi saham pada generasi Z dan milenial,” Jurnal Ekonomi, Manajemen dan Akuntansi, vol. 2, no. 4, pp. 12–36, 2024, [Online]. Available: https://doi.org/10.572349/neraca.v1i2.163%0Ahttps://jurnal.kolibi.org/index.php/neraca/article/view/163
Bharti and A. Kumar, “Exploring herding behaviour in Indian equity market during COVID-19 pandemic: impact of volatility and government response,” Millennial Asia, vol. 13, no. 3, pp. 513–531, 2022, doi: 10.1177/09763996211020687.
T. Bagh, M. A. Khan, V. Fenyves, and J. Olah, “Asymmetric effect of investors sentiments on herding behavior and stock returns: pre and post COVID-19 analysis,” Montenegrin Journal of Economics, vol. 19, no. 1, pp. 43–55, 2023, doi: 10.14254/1800-5845/2023.19-1.4.
Yosiafat and C. Wijaya, “The analysis of the effect of the initial public offering activity of the company on IHSG market return during the period of 2013-2017,” International Journal of Management, vol. 11, no. 5, pp. 728–740, 2020, doi: 10.34218/IJM.11.5.2020.065.
E. Elisabet and T. Sunaryo, “Analisis risiko return IHSG dan return dollar terhadap return saham sektoral di Bursa Efek Indonesia (BEI),” Jurnal Manajemen Risiko, vol. 1, no. I, pp. 17–40, 2020, doi: 10.33541/mr.v1ii.1965.
W. G. Christie and R. D. Huang, “Following the pied piper: do individual returns herd around the market?,” Financial Analysts Journal, vol. 51, no. 4, pp. 31–37, 1995, doi: 10.2469/faj.v51.n4.1918.
E. C. Chang, J. W. Cheng, and A. Khorana, “An examination of herd behavior in equity markets: an international perspective,” J Bank Financ, pp. 1651–1679, 2000, doi: 10.1111/j.0013-0133.1997.163.x.
S. A. Handayani and S. Atikah, “Herding behavior: analysis of stock investor behavior on the indonesian stock exchange,” East Asian Journal of Multidisciplinary Research, vol. 3, no. 3, pp. 1373–1388, 2024.
A. Rahmadiah, F. Yanuar, and D. Devianto, “Penerapan Metode Regresi Kuantil Bayesian Pada Pemodelan Lama Rawat Inap Pasien COVID-19,” Jurnal Matematika UNAND, vol. 10, pp. 423–431, Oct. 2021.
A. Ramadhansyah, A. Rokhmawati, F. Fitri, and I. A. Yafiz, “Comparative Analysis of Herding Behavior in Indonesia, Malaysia, and Singapore.,” IJEBA: International Journal of Economic, Business and Applications, vol. 5, no. 2, p. 53, Nov. 2020, doi: 10.31258/ijeba.5.2.53-65.
J. Lobão, L. Pacheco, and M. B. Naia, “Navigating the herd: The dynamics of investor behavior in the Brazilian stock market,” Quantitative Finance and Economics, vol. 8, no. 3, pp. 635–657, Sep. 2024, doi: 10.3934/QFE.2024024.
P. Wang and C. Nuangjamnong, “Determinant Factors of Overconfidence, Herding Behavior, and Investor Elements on Investment Decision Making in China,” Universal Journal of Financial Economics, vol. 1, pp. 1–20, Oct. 2022, doi: 10.37256/ujfe01010003.
Fitriaty, S. Jihan, and M. H. Saputra, “Respons Investor Terhadap Fatwa MUI No. 83/2023 Pada Saham Perusahaan Terkena Isu Boikot,” Jurnal Ilmu Manajemen, vol. 12, no. 2, 2024.
F. I. Novita and C. Cheisviyanny, “Reaksi Pasar Modal terhadap Peristiwa Sebelum dan Sesudah Pengumuman Boikot Produk Pro Israel,” Jurnal Eksplorasi Akuntansi, vol. 6, no. 4, pp. 1668–1679, Nov. 2024, doi: 10.24036/jea.v6i4.2003.
N. Anuar, Z. Zakaria, R. Jamil, and M. R. Ismail, “The effects of extreme market conditions on investors’ herding behavior in the Malaysian stock market,” Edelweiss Applied Science and Technology, vol. 8, no. 6, pp. 2121–2132, Oct. 2024, doi: 10.55214/25768484.v8i6.2393.
M. N. Hasnain and Q. A. Subhan, “Effect of herding behavior and overconfidence bias on investor’s financial decisions: A case of investment in crypto currency in Pakistan,” J Manage, vol. 9, no. 4, pp. 519–541, Jan. 2023.
T. Koputra and P. A. Mahadwartha, “Herding Behavior Detection: Bullish and Bearish Cases,” Proceedings of the 18th International Symposium on Management (INSYMA 2021), vol. 180, pp. 11–15, 2021.
R. A. J. Sadewo and D. Cahyaningdyah, “Investor Herding Behavior in Extreme Conditions During Covid-19: Study On Indonesian Stock Market Article Information,” Management Analysis Journal, Mar. 2022, [Online]. Available: http://maj.unnes.ac.id
D. Dieni Khoirunisa, Afifufin, and S. Aminah Anwar, “Analisis Dampak COVID-19 Terhadap Return Saham (Studi Kasus pada Perusahaan LQ-45),” Malang, Aug. 2021.
R. L. Setyawati, “Dampak Pandemi COVID-19 Terhadap Abnormal Return dan Volume Transaksi,” Repository UNISMA, Jun. 2021.
A. Nasrulloh and N. Khoiriawati, “Analisis Perbedaan Abnormal Return, Trading Volume Activity dan Market Capitalization Sebelum dan Sesudah Pengumuman COVID-19 di Indonesia (Studi Peristiwa Pada Indeks IDX-30),” Ekonomis: Journal of Economics and Business, vol. 7, no. 2, pp. 992–1000, Sep. 2023, doi: 10.33087/ekonomis.v7i2.851.
P. Widodo, “Testing the effect of COVID-19 on herding behavior in the Indonesian islamic stock market,” Bicemba, vol. 1, no. 1, pp. 154–162, 2023.
N. Metawa, S. Metawa, M. Metawea, and A. El-Gayar, “Asymmetry risk and herding behavior: a quantile regression study of the egyptian mutual funds,” Journal of Risk Finance, vol. 25, no. 2, pp. 366–381, 2024, doi: 10.1108/JRF-10-2023-0252.
S. Syam, “Fatwa MUI Nomor 83 Tahun 2023 Terkait Pemboikotan Produk Israel (Tinjauan Aspek Ekonomi, Sosial Dan Politik),” Legal Standing: Jurnal Ilmu Hukum, vol. 9, no. 1, pp. 1–5, Jan. 2025.