Exploring the Drivers of IPO Initial Return in Emerging Market: A Logistic Regression Analysis using Non-Financial Information
Keywords:
IPO, Initial Return, Listing Board, Sharia Compliant Status, UnderpricingAbstract
This study aims to provide a new perspective on the phenomenon of initial returns in IPO stocks by incorporating non-financial information, namely underwriter reputation, listing board, and Sharia-compliant stock status. The underwriter variable is measured using research reports from PT Stockbit Sekuritas, which makes it distinct from previous studies that used different measures for underwriter reputation. The sample consisted of 192 IPOs listed between 2022 until April 15, 2025. Data were collected through documentation from publications by the Indonesia Stock Exchange and PT Stockbit Sekuritas. The data analysis begins with assessing model fit using the Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), and Pseudo R². Binomial logistic regression is employed to analyze the data, with interpretation based on odds ratios. The findings reveal that reputable underwriters and sharia-compliant status have a positive and significant effect on IPO initial returns, while the listing board does not have a significant impact. Specifically, IPOs managed by reputable underwriters are 3.32 times more likely to generate initial returns compared to those handled by non-reputable underwriters. Similarly, sharia-compliant IPOs are 2.35 times more likely to deliver initial returns compared to non-sharia IPOs. This study provides empirical evidence that non-financial information disclosed in IPO prospectuses should also be considered to complement financial information. Accordingly, the findings offer practical implications for investors, suggesting that they should consider underwriter reputation and sharia-compliant categorization as important factors when making IPO investment decisions.References
Agresti, A. (2002). Categorical Data Analysis. In Wiley Series in Probability and Statistics (1st ed.). Wiley. https://onlinelibrary.wiley.com/doi/book/10.1002/0471249688
Albada, A., Low, S.-W., & Toh, M. Y. (2022). Divergence of beliefs and IPO initial return: the quasi-moderating role of investor demand. Journal of Asian Business and Economic Studies, 30(4), 296–308. https://doi.org/10.1108/JABES-12-2021-0206
Albada, A., & Yong, O. (2019). A Review of IPO Under-pricing Phenomenon in Asia. International Journal of Banking and Finance, 14, 1–26. https://doi.org/10.32890/ijbf2019.14.0.9909
Alqahtani, F., & Boulanouar, Z. (2017). Sharia compliance status & investor demand for IPOs: Evidence from Saudi Arabia. Pacific-Basin Finance Journal, 46, 258–268. https://doi.org/10.1016/j.pacfin.2017.09.012
Anggraini, E., & Risman, A. (2024). Perbandingan Kinerja Reksa Dana Saham Konvensional dengan Reksa Dana Saham Syariah dengan Metode Indeks Sharpe, Indeks Treynor, dan Alpha Jensen yang dilakukan pada Periode Pandemi COVID-19. Realible Accounting Journal, 3(2), 81–96. https://doi.org/10.36352/raj.v3i2.608
Beatty, R. P., & Ritter, J. R. (1986). Investment banking, reputation, and the underpricing of initial public offerings. Journal of Financial Economics, 15(1), 213–232. https://doi.org/10.1016/0304-405X(86)90055-3
Carifio, J., & Perla, R. (2008). Resolving the 50-year debate around using and misusing Likert scales. Medical Education, 42(12), 1150–1152. https://doi.org/10.1111/j.1365-2923.2008.03172.x
Chen, S.-S., Lin, W.-C., Chang, S.-C., & Lin, C.-Y. (2013). Information Uncertainty, Earnings Management, and Long-run Stock Performance Following Initial Public Offerings. Journal of Business Finance & Accounting, 40(9–10), 1126–1154. https://doi.org/10.1111/jbfa.12046
Darmawan, D., & Bustaman, Y. (2024). Impact of ownership structure, underwriter reputation and IPO proceed size to the level of IPO underpricing. Diponegoro International Journal of Business, 7(1), 1–10. https://doi.org/10.14710/dijb.7.1.2024.1-10
Fatikasari, I., Robiyanto, R., & Wijayanto, P. (2024). Stock Market Volatility in ASEAN Plus Three Countries during Geopolitical Crisis. Jurnal Riset Akuntansi Dan Keuangan, 12(3), 1171–1188. https://doi.org/10.17509/jrak.v12i3.74333
Gumilar, P. (2023). Daftar IPO Terbesar di Indonesia Sejak 2020, GOTO di Posisi Ketiga. In Bisnis.com. https://market.bisnis.com/read/20231007/7/1701870/daftar-ipo-terbesar-di-indonesia-sejak-2020-goto-di-posisi-ketiga
Gusni, Subing, H. J. T., & Lestari, W. (2019). Corporate Governance Mechanism, Underwriter Reputation and IPOs Underpricing: Evidence from Indonesia Capital Market. International Journal of Innovation, 6(5), 45–58. https://www.ijicc.net/images/Vol6Iss5/6505_Gusni_2019_E_R.pdf
Hanafi, S. M. (2013). Bukti Empiris Nilai Ekonomik Pada Pengumuman Daftar Efek Syariah (DES) Di Indonesia. Asy-Syir’ah: Jurnal Ilmu Syari’ah Dan Hukum, 47(2). https://doi.org/10.14421/ajish.v47i2.74
Hermuningsih, S. (2019). Pengantar Pasar Modal Indonesia (2nd ed.). UPP STIM YKPN.
Hosmer, D. W., Lemeshow, S., & Sturdivant, R. X. (2013). Applied Logistic Regression. In Wiley Series in Probability and Statistics (1st ed.). Wiley. https://onlinelibrary.wiley.com/doi/book/10.1002/9781118548387
Huang, J., & Ling, C. X. (2005). Using AUC and accuracy in evaluating learning algorithms. IEEE Transactions on Knowledge and Data Engineering, 17(3), 299–310. https://doi.org/10.1109/TKDE.2005.50
Jamaani, F., & Alidarous, M. (2019). Review of Theoretical Explanations of IPO Underpricing. Journal of Accounting, Business and Finance Research, 6(1), 1–18. https://doi.org/10.20448/2002.61.1.18
James, G., Witten, D., Hastie, T., & Tibshirani, R. (2021). An Introduction to Statistical Learning: with Applications in R. In Springer Texts in Statistics. Springer US. https://link.springer.com/10.1007/978-1-0716-1418-1
Kartowisastro, A. H., & Trihadmini, N. (2024). Pengaruh Variabel Ekonomi Makro dan Kebijakan Moneter Terhadap Indeks Saham di ASEAN dan Negara Maju. Jurnal Riset Ilmu Ekonomi, 4(2), 86–100. https://doi.org/10.23969/jrie.v4i2.114
KSEI. (2024). Statistik Pasar Modal Indonesia Desember 2024. Indonesia Central Securities Depository. https://www.ksei.co.id/files/Statistik_Publik_Desember_2024_v3.pdf
Kuswanto, R. (2020). Disclosure of Risk Factors on Prospectus and Initial Public Offerings (IPO) Performance: Evidence from Indonesia. Jurnal Ilmiah Akuntansi Dan Bisnis, 15(1), 15. https://doi.org/10.24843/jiab.2020.v15.i01.p02
La Rocca, T. (2021). Do prestigious underwriters shape IPO pricing? A meta-analytic review. Review of Managerial Science, 15(3), 573–609. https://doi.org/10.1007/s11846-019-00356-1
Lasamanah, Disman, & Nugraha. (2021, February 3). The Effect of DER, EPS, and Underwriter Reputation on Initial Return with Interest Rate: 5th Global Conference on Business, Management and Entrepreneurship (GCBME 2020). https://doi.org/10.2991/aebmr.k.210831.033
Leow, H.-W., & Lau, W.-Y. (2020). Impact of Oversubscription Ratio and Trading Volume on IPO First Three-day Initial Return. In C. F. Lee & M.-T. Yu (Eds.), Advances in Pacific Basin Business, Economics and Finance (pp. 163–175). Emerald Publishing Limited. http://www.emerald.com/books/edited-volume/12613/chapter/82886190
Ljungqvist, A. (2007). IPO Underpricing. In B. E. Eckbo (Ed.), Handbook of Empirical Corporate Finance (pp. 375–422). Elsevier. https://www.sciencedirect.com/science/article/pii/B9780444532657500214
Loughran, T., & Ritter, J. R. (2002). Why Has IPO Underpricing Changed Over Time? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.331780
Matteucci, P., & Venanzi, D. (2025). Momentum, value, and size strategy returns: the explanatory power of global macroeconomic risks. Review of Quantitative Finance and Accounting. https://doi.org/10.1007/s11156-025-01421-5
Mehmood, W., Mohd-Rashid, R., Tajuddin, A. H., & Saleem, H. M. N. (2021). Shariah-compliance and IPO underpricing: evidence from Pakistan Stock Exchange. International Journal of Islamic and Middle Eastern Finance and Management, 14(5), 1081–1098. https://doi.org/10.1108/IMEFM-06-2020-0271
Meidiaswati, H., Sasikirono, N., & Sudana, I. M. (2019). Waran pada Initial Public Offerings di Pasar Modal Indonesia. Matrik : Jurnal Manajemen, Strategi Bisnis Dan Kewirausahaan, 14(1), 104. https://doi.org/10.24843/MATRIK:JMBK.2020.v14.i01.p11
Meliana, M., & Nainggolan, Y. A. (2023). Media, Market Sentiment and Startups IPO: Study of Initial Return in Indonesia Stock Market. Ekonomi, Keuangan, Investasi Dan Syariah (EKUITAS), 5(1), 49–58. https://doi.org/10.47065/ekuitas.v5i1.3804
Norman, G. (2010). Likert scales, levels of measurement and the “laws” of statistics. Advances in Health Sciences Education : Theory and Practice, 15(5), 625–632. https://doi.org/10.1007/s10459-010-9222-y
Ong, C. Z., Mohd-Rashid, R., & Taufil-Mohd, K. N. (2020). Underwriter reputation and IPO valuation in an emerging market: evidence from Malaysia. Managerial Finance, 46(10), 1283–1304. https://doi.org/10.1108/MF-11-2019-0579
Osborne, J. W. (2015). Best Practices in Logistic Regression. SAGE Publications, Ltd. https://doi.org/10.4135/9781483399041
Pangestuti, D. C. (2022). Initial Returns Determinants with the Underwriter’s Reputation as a Moderating Factor. Jurnal ASET (Akuntansi Riset), 14(2), 267–284. https://doi.org/10.17509/jaset.v14i2.49743
Perkasa, A. D., & Maiyaliza, M. (2024). IPO Underpricing Analysis: Underwriter Reputation as A Moderating Variable. Journal of Business and Management Review, 5(5), 387–406. https://doi.org/10.47153/jbmr55.9602024
Pituch, K. A., & Stevens, J. P. (2015). Applied Multivariate Statistics for the Social Sciences (0 ed.). Routledge. https://www.taylorfrancis.com/books/9781317805922
Purnama, M., Purnama, O., & Nuratriningrum, A. (2023). Factors Affecting IPO Share Price Increases for the 2021 Period on the Indonesia Stock Exchange. Primanomics : Jurnal Ekonomi & Bisnis, 21(1), 24–37. https://doi.org/10.31253/pe.v21i1.1556
Putranto, D., & Negoro, D. A. (2021). Which Factors Macroeconomics or Financial More Influence Initial Return Anomaly in the Capital Market? Empirical Proving of WIPO Theory. https://doi.org/10.2139/ssrn.3760954
Rahmawati, I., Akil, W., Hartikasari, A., Rohayati, C., & Pandansari, T. (2022, October 7). Effect of Financial Leverage, ROA, Ownership Concentration, Listing Delay on Levels Underpricing During Initial Public Offering (IPO) in Manufacturing Companies on the Indonesia Stock Exchange (2016-2020 Period). Proceedings of the 3rd International Conference of Business, Accounting, and Economics, ICBAE 2022, 10-11 August 2022, Purwokerto, Central Java, Indonesia. https://doi.org/10.4108/eai.10-8-2022.2320917
Reber, B., & Vencappa, D. (2016). Deliberate premarket underpricing and aftermarket mispricing: New insights on IPO pricing. International Review of Financial Analysis, 44, 18–33. https://doi.org/10.1016/j.irfa.2015.11.007
Rinata, O. S., & Suryaningrum, D. H. (2023). Pengaruh Kepemilikan Publik Dan Waran Saham Terhadap Kinerja Pasar IPO Di Bursa Efek Indonesia. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 7(3), 1813–1841. https://doi.org/10.31955/mea.v7i3.3579
Rumanto, A. (2022). Dampak Kesesuaian Syariah dan Variabel Lainnya Terhadap Tingkat Underpricing pada Penawaran Saham Perdana di Indonesia. MALIA: Journal of Islamic Banking and Finance, 6(1), 15. https://doi.org/10.21043/malia.v6i1.14942
Saefudin, S., & Gunarsih, T. (2020). Apakah Faktor Eksternal Memprediksi Underpricing Lebih Baik Dibandingkan Faktor Internal? Studi Initial Public Offering di BEI Tahun 2009-2017. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 7(1). https://doi.org/10.35794/jmbi.v7i1.28178
Setya, V. A., Supriani, I., & Fianto, B. A. (2020). Determinants of Underpricing in Islamic and Non-Islamic Shares on IPO. Shirkah: Journal of Economics and Business, 5(1), 70. https://doi.org/10.22515/shirkah.v5i1.276
Shaik, M., Jamil, S. A., Hawaldar, I. T., Sahabuddin, M., Rabbani, M. R., & Atif, M. (2023). Impact of geo-political risk on stocks, oil, and gold returns during GFC, COVID-19, and Russian – Ukraine War. Cogent Economics & Finance, 11(1), 2190213. https://doi.org/10.1080/23322039.2023.2190213
Sharma, S. K., & Wazal, M. S. (2020). Comparative Analysis of Underpricing and Subscription of SME IPOs and Main Board IPOs in India. https://doi.org/10.2139/ssrn.3547863
Soeroto, W. M., Saputra, S., Arifin, V. A., Hasina, Z., & Putri, T. V. (2021). Investor Sentiment, Market Volatility, and IPO Initial Returns. Jurnal Keuangan Dan Perbankan, 25(4), 895–905. https://doi.org/10.26905/jkdp.v25i4.6119
Su, C., Bangassa, K., & Brookfield, D. (2011). Long-Run Performance of Chinese Initial Public Offerings: Further Evidence. Asia-Pacific Journal of Financial Studies, 40(2), 285–316. https://doi.org/10.1111/j.2041-6156.2011.01039.x
Tajuddin, A. H., Abdullah, N. A. H., & Mohd, K. N. T. (2018). Shariah-compliant status and IPO oversubscriptions. Journal of Islamic Accounting and Business Research, 9(4), 531–548. https://doi.org/10.1108/JIABR-10-2017-0147
Tajuddin, A. H., Mohd Rashid, R., Khaw, K. L.-H., & Che Yahya, N. (2019). Shariah -compliant status and investors’ demand for IPOs: the effects of information asymmetry. International Journal of Islamic and Middle Eastern Finance and Management, 12(4), 489–508. https://doi.org/10.1108/IMEFM-01-2019-0026
Taufik, G., & Rusmana, O. (2023). Perilaku Investor Muslim Dalam Memutuskan Investasi Saham Syariah Periode 2018-2023: Systematic Literatur Review. Jurnal Ilmiah Ekonomi Islam, 9(2), 2105. https://doi.org/10.29040/jiei.v9i2.8943
Tawfik, O. I., Elmaasrawy, H. E., & Hussainey, K. (2025). The impact of Sharia compliance on attracting investments: empirical evidence from GCC. International Journal of Islamic and Middle Eastern Finance and Management, 18(1), 23–48. https://doi.org/10.1108/IMEFM-02-2024-0060
Wibowo, D. A. (2025). IPO Success in Indonesia: Analyzing Performance by Sector and Listing Board [Universitas Gadjah Mada]. https://etd.repository.ugm.ac.id/penelitian/detail/251036
Widyawati, G., Juanda, B., & Andati, T. (2019). The Factors of Initial Return Related to IPO Companies on The Indonesia Stock Exchange. Journal of Consumer Sciences, 4(2), 119–135. https://doi.org/10.29244/jcs.4.2.119-135
Zainuddin, Z., Djaelani, Y., & Muliati, M. (2022). Pengaruh Informasi Keuangan dan Informasi Non Keuangan Terhadap Initial Return di Bursa Efek Indonesia. Accounting Profession Journal, 4(1). https://doi.org/10.35593/apaji.v4i1.38
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