Main Article Content
Abstract
Purpose – This research examines the relationship between information quality, subjective norms, behavioral control in Generation Z Sharia investment decisions during the Covid-19 era. It also explores how media information can either reinforce or counter these factors.
Methodology – Quantitative analysis was conducted in this study using SmartPLS 3.0. Primary data were collected from investor respondents during the Covid-19 pandemic from December 2021 to December 2022. The data collection was facilitated through Google Forms, and the indicator measurement utilized the Likert Scale.
Findings – The study revealed a positive relationship pattern between information quality and behavioral control with Islamic investment decision-making in Generation Z during the Covid-19 era. Additionally, subjective norms showed a negative relationship pattern with Sharia investment decision-making in Generation Z during this time. Moreover, information media was found to influence the impact of information quality, subjective norms, and behavioral control on Islamic investment decision-making among Generation Z during the Covid-19 era.
Implication – The insights from this research have been shared with investors, serving as a foundational reference for planning and implementing more effective and sustainable Sharia investment programs and strategies.
Originality – This study introduces an alternative perspective by focusing on the realm of Islamic investment decisions made by Generation Z, a unique demographic with distinct characteristics, preferences, and behaviors. This investigation was conducted within the context of economic shocks, specifically during the Covid-19 period, and emphasized the role of information media as a crucial channel for rapid access to information, particularly through digital media. Additionally, the study employed the PLS-SEM model, adding a novel methodological approach to the research.
Keywords
Article Details
Copyright (c) 2023 Khavid Normasyhuri, Yuli Dahlia Saputri, Erike Anggraeni
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References
- Ahern, K. R., & Peress, J. (2022). The role of media in financial decision-making. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4178350
- Ahmad, M., & Shah, S. Z. A. (2022). Overconfidence heuristic-driven bias in investment decision-making and performance: mediating effects of risk perception and moderating effects of financial literacy. Journal of Economic and Administrative Sciences, 38(1), 60–90. https://doi.org/10.1108/jeas-07-2020-0116
- Al-Okaily, M., Alghazzawi, R., Alkhwaldi, A. F., & Al-Okaily, A. (2022). The effect of digital accounting systems on the decision-making quality in the banking industry sector: A mediated-moderated model. Global Knowledge, Memory and Communication, (April). https://doi.org/10.1108/GKMC-01-2022-0015
- Al-Okaily, M., Alqudah, H., Al-Qudah, A. A., Al-Qadi, N. S., Elrehail, H., & Al-Okaily, A. (2022). Does financial awareness increase the acceptance rate for financial inclusion? An empirical examination in the era of digital transformation. Kybernetes, (June). https://doi.org/10.1108/K-08-2021-0710
- Alkaraan, F. (2020). Strategic investment decision-making practices in large manufacturing companies: A role for emergent analysis techniques ? Meditari Accountancy Research, 28(4), 633–653. https://doi.org/10.1108/MEDAR-05-2019-0484
- Alkaraan, F. (2021). Strategic investment decision-making: Mergers and acquisitions toward industry 4.0. Advances in Mergers and Acquisitions, 20(September), 39–52. https://doi.org/10.1108/S1479-361X20210000020004
- Alzoubi, H. M., & Aziz, R. (2021). Does emotional intelligence contribute to quality of strategic decisions? The mediating role of open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(2). https://doi.org/10.3390/joitmc7020130
- Aprayuda, R., Misra, F., & Kartika, R. (2021). Does the order of information affect investors’ investment decisions? Experimental investigation. Journal of Accounting and Investment, 22(1), 150–172. https://doi.org/10.18196/jai.v22i1.9965
- Armansyah, R. F. (2022). Herd instinct bias, emotional biases, and information processing biases in investment decisions. Jurnal Manajemen Dan Kewirausahaan, 24(2), 105–117. https://doi.org/10.9744/jmk.24.2.105-117
- Arshad, I., Tayasri, I., Im, L. C., & Sahban, M. A. (2021). Perceived risk and theory of planned behaviour. Jurnal Aplikasi Manajemen, Ekonomi Dan Bisnis, 6(1), 25–36. https://doi.org/10.51263/jameb.v6i1.136
- Atabay, E., & Dinç, E. (2020). Financial information manipulation and its effects on investor demands: The case of bist bank. Contemporary Studies in Economic and Financial Analysis, 102, 41–56. https://doi.org/10.1108/S1569-375920200000102007
- Awn, A. M., & S. M, F. A. (2020). Libyan investors’ intention to invest in Islamic sukuk : Theory of planned behaviour Approach. European Journal of Economic and Financial Research, 4(1), 71–90. https://doi.org/10.5281/zenodo.3774672
- Béjaoui, A., Mgadmi, N., Moussa, W., & Sadraoui, T. (2021). A short-and long-term analysis of the nexus between bitcoin, social media and Covid-19 outbreak. Heliyon, 7(7). https://doi.org/10.1016/j.heliyon.2021.e07539
- Berliana, B., Ambarwati, S. D. A, & Yacobus, A. (2022). Determinants of capital market investment interest in the millenial generation in the Covid-19 pandemic. International Journal of Economics, Business and Accounting Research (IJEBAR), 6(2), 775–787. https://doi.org/10.29040/ijebar.v6i2.5525
- Blankespoor, E., DeHaan, E., & Marinovic, I. (2020). Disclosure processing costs, investors’ information choice, and equity market outcomes: A review. Journal of Accounting and Economics, 70(2–3), 101344. https://doi.org/10.1016/j.jacceco.2020.101344
- Chen, X., Huang, B., & Shaban, M. (2022). Naïve or sophisticated? Information disclosure and investment decisions in peer to peer lending. Journal of Corporate Finance, 77(December), 101805. https://doi.org/10.1016/j.jcorpfin.2020.101805
- Dharani, M., Hassan, M. K., Rabbani, M. R., & Huq, T. (2022). Does the Covid-19 pandemic affect faith-based investments? Evidence from global sectoral indices. Research in International Business and Finance, 59(May 2021), 101537. https://doi.org/10.1016/j.ribaf.2021.101537
- Eisenbeiss, M., Hartmann, S. A., & Hornuf, L. (2023). Social media marketing for equity crowdfunding: Which posts trigger investment decisions? Finance Research Letters, 52(September 2022), 103370. https://doi.org/10.1016/j.frl.2022.103370
- EL Harbi, S., & Toumia, O. (2020). The status quo and the investment decisions. Managerial Finance, 46(9), 1183–1197. https://doi.org/10.1108/MF-11-2019-0571
- Erdoğan, S., Gedikli, A., & Çevik, E. İ. (2020). Volatility spillover effects between Islamic stock markets and exchange rates: Evidence from three emerging countries. Borsa Istanbul Review, 20(4), 322–333. https://doi.org/10.1016/j.bir.2020.04.003
- Eugénio, T., Carreira, P., Lorenco, I., & Miettinen, N. (2020). Understanding students’ future intention to engage in sustainability accounting: the case of Malaysia and the Philippines. Journal of Accounting in Emerging Economies, 12(4), 695-715. https://doi.org/10.1108/JAEE-10-2020-0277
- Fariska, P., Nugraha, N., Putera, I., & Rohandi, M. M. A. (2021). Microblogging sentiment investor, return and volatility in the Covid-19 era: Indonesian stock exchange. Journal of Asian Finance, 8(3), 61–0067. https://doi.org/10.13106/jafeb.2021.vol8.no3.0061
- Gainau, P. C. (2020). Have students comprehended investment ? Journal of Accounting and Investment, 21(3). https://doi.org/10.18196/jai.2103162
- Goyal, K., Kumar, S., & Xiao, J. J. (2021). Antecedents and consequences of personal financial management behavior: A systematic literature review and future research agenda. International Journal of Bank Marketing, 39(7), 1166–1207. https://doi.org/10.1108/IJBM-12-2020-0612
- Hamid, R. S. (2019). Structural Equation Modeling (SEM) Berbasis Varian Konsep Dasar dan Aplikasi Program Smart PLS 3.2.8. dalam Riset Bisnis. Inkubator Penulis Indonesia.
- Haque, M. Z., Qian, A., Haque, M. R., & Lucky, S. A. (2022). A unified framework for exploring the determinants of online social networks (OSNs) on institutional investors’ capital market investment decision. Technology in Society, 70. https://doi.org/10.1016/j.techsoc.2022.102061
- Hasanudin. (2023). The role of social media in influencing invesment decisioins in the millennial generation. Jurnal Multidisiplin Sahombu, 3(1), 124–130. https://repository.bsi.ac.id/repo/37047/Jurnal-Multidisiplin-Sahombu
- Hendriyadi, S. (2019). Structural Equation Modeling : CB-SEM dan PLS-SEM Aplikasi Lisrel dan Smart PLS. Yogyakarta: Magistra Insania Press.
- Izzah, N., & Sudiarti, S. (2022). Generation Z’s level of muslim understanding on sharia capital market. Al-Masharif: Jurnal Ilmu Ekonomi Dan Keislaman, 10(1), 54–69. https://doi.org/10.24952/masharif.v10i1.5771
- Jackson, C., & Orr, A. (2021). The embeddedness of sustainability in real estate investment decision-making. Journal of European Real Estate Research, 14(3), 362–380. https://doi.org/10.1108/JERER-09-2020-0050
- Jain, J., Walia, N., & Gupta, S. (2020). Evaluation of behavioral biases affecting investment decision making of individual equity investors by fuzzy analytic hierarchy process. Review of Behavioral Finance, 12(3), 297–314. https://doi.org/10.1108/RBF-03-2019-0044
- Jan, N., Jain, V., Li, Z., Sattar, J., & Tongkachok, K. (2022). Post-Covid-19 investor psychology and individual investment decision: A moderating role of information availability. Frontiers in Psychology, 13(January 2020), 1–12. https://doi.org/10.3389/fpsyg.2022.846088
- Jensen, J. A., Head, D., & Mergy, C. (2020). Investigating sponsor decision-making: the role of schema theory, agency conflicts, and signaling theory in the persistence of naming rights agreements. International Journal of Sports Marketing and Sponsorship, 21(3), 467–486. https://doi.org/10.1108/IJSMS-06-2019-0067
- Kappal, J. M., & Rastogi, S. (2020). Investment behaviour of women entrepreneurs. Qualitative Research in Financial Markets, 12(4), 485–504. https://doi.org/10.1108/QRFM-04-2020-0053
- Karmacharya, B., Chapagain, R., Dhungana, B. R., & Singh, K. (2022). Effect of perceived behavioral factors on investors’ investment decisions in stocks: Evidence from Nepal stock market. Journal of Business and Management Research, 4(01), 17–33. https://doi.org/10.3126/jbmr.v4i01.46680
- Kasoga, P. S. (2021). Heuristic biases and investment decisions: Multiple mediation mechanisms of risk tolerance and financial literacy—a survey at the Tanzania stock market. Journal of Money and Business, 1(2), 102–116. https://doi.org/10.1108/jmb-10-2021-0037
- Kasoga, P. S., & Tegambwage A. G. (2022). Psychological traits and investment decisions: The mediation mechanism of financial management behavior – evidence from the Tanzanian stock market. Journal of Money and Business, 2(2), 213–227. https://doi.org/10.1108/jmb-05-2022-0028
- Khoufi, N. (2020). Accounting information quality and investment decisions in the emerging markets. Frontiers in Management and Business, 1(1), 16–23. https://doi.org/10.25082/fmb.2020.01.004
- Kinatta, M. M., Kaawaase, T. K., Munene, J. C., Nkote, I., & Nkundabanyanga, S. K. (2022). Cognitive bias, intuitive attributes and investment decision quality in commercial real estate in Uganda. Journal of Property Investment and Finance, 40(2), 165–187. https://doi.org/10.1108/JPIF-11-2020-0129
- Liu, S. (2023). Do investors and managers of active ETFs react to social media activities? Finance Research Letters, 51, 1–14. https://doi.org/10.1016/j.frl.2022.103454
- Losada, R. (2022). Periodic public information on investment funds and how it influences investors´ decisions. SSRN Electronic Journal, (76). https://doi.org/10.2139/ssrn.4035266
- Maeda, I., deGraw, D., Kitano, M., Matsushima, H., Sakaji, H., Izumi, K., & Kato, A. (2020). Deep reinforcement learning in agent based financial market simulation. Journal of Risk and Financial Management, 13(4), 71. https://doi.org/10.3390/jrfm13040071
- Mamahit, R. J., Lapian, S. J., & Gunawan, E. M. (2022). Determination analysis of online investment intention in post-pandemic era. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, 10(4), 287–296. https://doi.org/10.35794/emba.v10i4.43664
- Mehta, P., Singh, M., & Mittal, M. (2020). It is not an investment if it is destroying the planet: A literature review of socially responsible investments and proposed conceptual framework. Management of Environmental Quality: An International Journal, 31(2), 307–329. https://doi.org/10.1108/MEQ-08-2019-0176
- Monteiro, P. A., Vale, J., Leite, E., Lis, M., & Kurowska-Pysz, J. (2022). The impact of information systems and non-financial information on company success. International Journal of Accounting Information Systems, 45(April 2021), 100557. https://doi.org/10.1016/j.accinf.2022.100557
- Mutlu, U. (2022). The moderator effect of financial literacy on the relationship between locus of control and financial behavior. Managerial Finance, 48(10), 1114–1126. https://doi.org/10.1108/K-01-2021-0062
- Naeem, M. A., Farid, S., Arif, M., Paltrinieri, A., & Alharthi, M. (2023). Covid-19 and connectedness between Sustainable and Islamic equity markets. Borsa Istanbul Review, 23(1), 1–21. https://doi.org/10.1016/j.bir.2022.06.001
- Naveed, M., Ali, S., Iqbal, K., & Sohail, M. K. (2020). Role of financial and non-financial information in determining individual investor investment decision: a signaling perspective. South Asian Journal of Business Studies, 9(2), 261–278. https://doi.org/10.1108/SAJBS-09-2019-0168
- Park, S. R., & Oh, K. S. (2022). Integration of ESG Information into individual investors’ corporate investment decisions: Utilizing the UTAUT framework. Frontiers in Psychology, 13(April). https://doi.org/10.3389/fpsyg.2022.899480
- Parveen, S., Satti, Z. W., Subhan, Q. A., & Jamil, S. (2020). Exploring market overreaction, investors’ sentiments and investment decisions in an emerging stock market. Borsa Istanbul Review, 20(3), 224–235. https://doi.org/10.1016/j.bir.2020.02.002
- P.H, H., & Uchil, R. (2020). Influence of investor sentiment and its antecedent on investment decision-making using partial least square technique. Management Research Review, 43(11), 1441–1459. https://doi.org/10.1108/MRR-06-2019-0254
- Platto, S., Wang, Y., Zhou, J., & Carafoli, E. (2021). History of the Covid-19 pandemic: Origin, explosion, worldwide spreading. Biochemical and Biophysical Research Communications, 538, 14–23. https://doi.org/10.1016/j.bbrc.2020.10.087
- Purwanto, E. (2019). Penelitian kuantitatif. Yogyakarta: Pustaka Pelajar.
- Putri, D. H., & Hanggraeni, D. (2022). Determinants of risky investment intention among generation Y: An evidence from Indonesia. Asian Journal of Research in Business and Management, 4(1), 41–51. https://doi.org/10.55057/ajrbm.2022.4.1.4
- Raheja, S., & Dhiman, B. (2020). How do emotional intelligence and behavioral biases of investors determine their investment decisions? Rajagiri Management Journal, 14(1), 35–47. https://doi.org/10.1108/ramj-12-2019-0027
- Rahmiyanti, F., Pratiwi, R. A., & Yuningrum, H. (2020). The effects of accounting knowledge , entrepreneurial traits , and subjective norms on the use of accounting information in investment decision making ( case study on MSME actors in Gunungkidul Regency ). Journal of Islamic Accounting and Finance Research, 2(2), 295–310. https://doi.org/10.21580/jiafr.2020.2.2.6020
- Rashid, K., Tariq, Y. Bin, & Rehman, M. U. (2022). Behavioural errors and stock market investment decisions : Recent evidence from Pakistan. Asian Journal of Accounting Research, 7(2), 129–145. https://doi.org/10.1108/AJAR-07-2020-0065
- Rosdiana, R. (2020). Analysis of investment interests, motivation, social environment, financial literacy (comparative study of generation z and millennial generation). International Journal of Business, Economics and Law, 22(1), 111–121. https://www.ijbel.com/wp-content/uploads/2020/11/IJBEL22_239.pdf
- Rothan, H. A., & Byrareddy, S. N. (2020). The epidemiology and pathogenesis of coronavirus disease (Covid-19) outbreak. Journal of Autoimmunity, 109(February), 102433. https://doi.org/10.1016/j.jaut.2020.102433
- Rusydiana, A. S., & Prakoso, D. (2021). Impact of Covid-19 and macroeconomic factors on sharia stock market performance : A case study of Indonesia. Syariah Economic Applied Research and Training (SMART), 3(1). https://doi.org/10.58968/eii.v3i1.41
- Sachdeva, M., & Lehal, R. (2022). Contextual factors influencing investment decision making : A multi group analysis. PSU Research Review. https://doi.org/10.1108/PRR-08-2022-0125
- Salisu, A. A., & Shaik, M. (2022). Islamic stock indices and Covid-19 pandemic. International Review of Economics and Finance, 80(March), 282–293. https://doi.org/10.1016/j.iref.2022.02.073
- Septyanto, D., Sayidah, N., & Assagaf, A. (2021). The intention of investors in making investment decisions in Sharia stocks: Empirical study in Indonesian. Academic Journal of Interdisciplinary Studies, 10(4), 141–153. https://doi.org/10.36941/AJIS-2021-0105
- Setiawan, B., Afin, R., Wikurendra, E. A., Nathan, R. J., & Fekete-Farkas, M. (2022). Covid-19 pandemic, asset prices, risks, and their convergence: A survey of Islamic and G7 stock market, and alternative assets. Borsa Istanbul Review, 22, S47–S59. https://doi.org/10.1016/j.bir.2022.11.011
- Shahid, A. U., Tufail, H. S., Ali, H. Y., & Jonathan, J. (2023). Financial analysts’ personal values, perceived behavioural risk and investment decisions in evaluating CSR. International Journal of Islamic and Middle Eastern Finance and Management, 16(4), 716–733. https://doi.org/10.1108/IMEFM-11-2021-0443
- Sharif, S. P., & Naghavi, N. (2020). Family financial socialization, financial information seeking behavior and financial literacy among youth. Asia-Pacific Journal of Business Administration, 12(2), 163–181. https://doi.org/10.1108/APJBA-09-2019-0196
- Sherif, M. (2020). The impact of Coronavirus (Covid-19) outbreak on faith-based investments: An original analysis. Journal of Behavioral and Experimental Finance, 28, 100403. https://doi.org/10.1016/j.jbef.2020.100403
- Shih, H.-M., Chen, B. H., Chen, M.-H., Wang, C.-H., & Wang, L.-F. (2022). A study of the financial behavior based on the theory of planned behavior. International Journal of Marketing Studies, 14(2), 1. https://doi.org/10.5539/ijms.v14n2p1
- Surtee, T. G. H., & Alagidede, I. P. (2023). A novel approach to using modern portfolio theory. Borsa Istanbul Review, 23(3), 527–540. https://doi.org/10.1016/j.bir.2022.12.005
- Thanki, H., Shah, S., Rathod, H. S., Oza, A. D., & Burduhos-Nergis, D. D. (2022). I am ready to invest in Socially Responsible Investments (SRI) options only if the returns are not compromised: Individual investors’ intentions toward SRI. Sustainability (Switzerland), 14(18). https://doi.org/10.3390/su141811377
- Tudorache, F. G. (2020). Investment behaviour in mutual funds : Is it a knowledge- based decision ? Kybernetes. https://doi.org/10.1108/K-03-2020-0124
- Utami, N., Sitanggang, M. L., & Sitanggang, M. L. (2021). The analysis of financial literacy and its impact on investment decisions: A study on generation Z in Jakarta. Inovbiz: Jurnal Inovasi Bisnis, 9(1), 33. https://doi.org/10.35314/inovbiz.v9i1.1840
- Vazirani, A., Sarkar, S., Bhattacharjee, T., Dwivedi, Y. K., & Jack, S. (2023). Information signals and bias in investment decisions: A meta-analytic comparison of prediction and actual performance of new ventures. Journal of Business Research, 155(PB), 113424. https://doi.org/10.1016/j.jbusres.2022.113424
- Wang, W., Yu, Y., & Li, X. (2022). ESG performance, auditing quality, and investment efficiency: Empirical evidence from China. Frontiers in Psychology, 13(October), 1–14. https://doi.org/10.3389/fpsyg.2022.948674
- Weixiang, S., Qamruzzaman, M., Rui, W., & Kler, R. (2022). An empirical assessment of financial literacy and behavioral biases on investment decision: Fresh evidence from small investor perception. Frontiers in Psychology, 13(September), 1–18. https://doi.org/10.3389/fpsyg.2022.977444
- Yang, X., Cao, D., Andrikopoulos, P., Yang, Z., & Bass, T. (2020). Online social networks, media supervision and investment efficiency: An empirical examination of Chinese listed firms. Technological Forecasting and Social Change, 154(May 2019), 119969. https://doi.org/10.1016/j.techfore.2020.119969
References
Ahern, K. R., & Peress, J. (2022). The role of media in financial decision-making. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4178350
Ahmad, M., & Shah, S. Z. A. (2022). Overconfidence heuristic-driven bias in investment decision-making and performance: mediating effects of risk perception and moderating effects of financial literacy. Journal of Economic and Administrative Sciences, 38(1), 60–90. https://doi.org/10.1108/jeas-07-2020-0116
Al-Okaily, M., Alghazzawi, R., Alkhwaldi, A. F., & Al-Okaily, A. (2022). The effect of digital accounting systems on the decision-making quality in the banking industry sector: A mediated-moderated model. Global Knowledge, Memory and Communication, (April). https://doi.org/10.1108/GKMC-01-2022-0015
Al-Okaily, M., Alqudah, H., Al-Qudah, A. A., Al-Qadi, N. S., Elrehail, H., & Al-Okaily, A. (2022). Does financial awareness increase the acceptance rate for financial inclusion? An empirical examination in the era of digital transformation. Kybernetes, (June). https://doi.org/10.1108/K-08-2021-0710
Alkaraan, F. (2020). Strategic investment decision-making practices in large manufacturing companies: A role for emergent analysis techniques ? Meditari Accountancy Research, 28(4), 633–653. https://doi.org/10.1108/MEDAR-05-2019-0484
Alkaraan, F. (2021). Strategic investment decision-making: Mergers and acquisitions toward industry 4.0. Advances in Mergers and Acquisitions, 20(September), 39–52. https://doi.org/10.1108/S1479-361X20210000020004
Alzoubi, H. M., & Aziz, R. (2021). Does emotional intelligence contribute to quality of strategic decisions? The mediating role of open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(2). https://doi.org/10.3390/joitmc7020130
Aprayuda, R., Misra, F., & Kartika, R. (2021). Does the order of information affect investors’ investment decisions? Experimental investigation. Journal of Accounting and Investment, 22(1), 150–172. https://doi.org/10.18196/jai.v22i1.9965
Armansyah, R. F. (2022). Herd instinct bias, emotional biases, and information processing biases in investment decisions. Jurnal Manajemen Dan Kewirausahaan, 24(2), 105–117. https://doi.org/10.9744/jmk.24.2.105-117
Arshad, I., Tayasri, I., Im, L. C., & Sahban, M. A. (2021). Perceived risk and theory of planned behaviour. Jurnal Aplikasi Manajemen, Ekonomi Dan Bisnis, 6(1), 25–36. https://doi.org/10.51263/jameb.v6i1.136
Atabay, E., & Dinç, E. (2020). Financial information manipulation and its effects on investor demands: The case of bist bank. Contemporary Studies in Economic and Financial Analysis, 102, 41–56. https://doi.org/10.1108/S1569-375920200000102007
Awn, A. M., & S. M, F. A. (2020). Libyan investors’ intention to invest in Islamic sukuk : Theory of planned behaviour Approach. European Journal of Economic and Financial Research, 4(1), 71–90. https://doi.org/10.5281/zenodo.3774672
Béjaoui, A., Mgadmi, N., Moussa, W., & Sadraoui, T. (2021). A short-and long-term analysis of the nexus between bitcoin, social media and Covid-19 outbreak. Heliyon, 7(7). https://doi.org/10.1016/j.heliyon.2021.e07539
Berliana, B., Ambarwati, S. D. A, & Yacobus, A. (2022). Determinants of capital market investment interest in the millenial generation in the Covid-19 pandemic. International Journal of Economics, Business and Accounting Research (IJEBAR), 6(2), 775–787. https://doi.org/10.29040/ijebar.v6i2.5525
Blankespoor, E., DeHaan, E., & Marinovic, I. (2020). Disclosure processing costs, investors’ information choice, and equity market outcomes: A review. Journal of Accounting and Economics, 70(2–3), 101344. https://doi.org/10.1016/j.jacceco.2020.101344
Chen, X., Huang, B., & Shaban, M. (2022). Naïve or sophisticated? Information disclosure and investment decisions in peer to peer lending. Journal of Corporate Finance, 77(December), 101805. https://doi.org/10.1016/j.jcorpfin.2020.101805
Dharani, M., Hassan, M. K., Rabbani, M. R., & Huq, T. (2022). Does the Covid-19 pandemic affect faith-based investments? Evidence from global sectoral indices. Research in International Business and Finance, 59(May 2021), 101537. https://doi.org/10.1016/j.ribaf.2021.101537
Eisenbeiss, M., Hartmann, S. A., & Hornuf, L. (2023). Social media marketing for equity crowdfunding: Which posts trigger investment decisions? Finance Research Letters, 52(September 2022), 103370. https://doi.org/10.1016/j.frl.2022.103370
EL Harbi, S., & Toumia, O. (2020). The status quo and the investment decisions. Managerial Finance, 46(9), 1183–1197. https://doi.org/10.1108/MF-11-2019-0571
Erdoğan, S., Gedikli, A., & Çevik, E. İ. (2020). Volatility spillover effects between Islamic stock markets and exchange rates: Evidence from three emerging countries. Borsa Istanbul Review, 20(4), 322–333. https://doi.org/10.1016/j.bir.2020.04.003
Eugénio, T., Carreira, P., Lorenco, I., & Miettinen, N. (2020). Understanding students’ future intention to engage in sustainability accounting: the case of Malaysia and the Philippines. Journal of Accounting in Emerging Economies, 12(4), 695-715. https://doi.org/10.1108/JAEE-10-2020-0277
Fariska, P., Nugraha, N., Putera, I., & Rohandi, M. M. A. (2021). Microblogging sentiment investor, return and volatility in the Covid-19 era: Indonesian stock exchange. Journal of Asian Finance, 8(3), 61–0067. https://doi.org/10.13106/jafeb.2021.vol8.no3.0061
Gainau, P. C. (2020). Have students comprehended investment ? Journal of Accounting and Investment, 21(3). https://doi.org/10.18196/jai.2103162
Goyal, K., Kumar, S., & Xiao, J. J. (2021). Antecedents and consequences of personal financial management behavior: A systematic literature review and future research agenda. International Journal of Bank Marketing, 39(7), 1166–1207. https://doi.org/10.1108/IJBM-12-2020-0612
Hamid, R. S. (2019). Structural Equation Modeling (SEM) Berbasis Varian Konsep Dasar dan Aplikasi Program Smart PLS 3.2.8. dalam Riset Bisnis. Inkubator Penulis Indonesia.
Haque, M. Z., Qian, A., Haque, M. R., & Lucky, S. A. (2022). A unified framework for exploring the determinants of online social networks (OSNs) on institutional investors’ capital market investment decision. Technology in Society, 70. https://doi.org/10.1016/j.techsoc.2022.102061
Hasanudin. (2023). The role of social media in influencing invesment decisioins in the millennial generation. Jurnal Multidisiplin Sahombu, 3(1), 124–130. https://repository.bsi.ac.id/repo/37047/Jurnal-Multidisiplin-Sahombu
Hendriyadi, S. (2019). Structural Equation Modeling : CB-SEM dan PLS-SEM Aplikasi Lisrel dan Smart PLS. Yogyakarta: Magistra Insania Press.
Izzah, N., & Sudiarti, S. (2022). Generation Z’s level of muslim understanding on sharia capital market. Al-Masharif: Jurnal Ilmu Ekonomi Dan Keislaman, 10(1), 54–69. https://doi.org/10.24952/masharif.v10i1.5771
Jackson, C., & Orr, A. (2021). The embeddedness of sustainability in real estate investment decision-making. Journal of European Real Estate Research, 14(3), 362–380. https://doi.org/10.1108/JERER-09-2020-0050
Jain, J., Walia, N., & Gupta, S. (2020). Evaluation of behavioral biases affecting investment decision making of individual equity investors by fuzzy analytic hierarchy process. Review of Behavioral Finance, 12(3), 297–314. https://doi.org/10.1108/RBF-03-2019-0044
Jan, N., Jain, V., Li, Z., Sattar, J., & Tongkachok, K. (2022). Post-Covid-19 investor psychology and individual investment decision: A moderating role of information availability. Frontiers in Psychology, 13(January 2020), 1–12. https://doi.org/10.3389/fpsyg.2022.846088
Jensen, J. A., Head, D., & Mergy, C. (2020). Investigating sponsor decision-making: the role of schema theory, agency conflicts, and signaling theory in the persistence of naming rights agreements. International Journal of Sports Marketing and Sponsorship, 21(3), 467–486. https://doi.org/10.1108/IJSMS-06-2019-0067
Kappal, J. M., & Rastogi, S. (2020). Investment behaviour of women entrepreneurs. Qualitative Research in Financial Markets, 12(4), 485–504. https://doi.org/10.1108/QRFM-04-2020-0053
Karmacharya, B., Chapagain, R., Dhungana, B. R., & Singh, K. (2022). Effect of perceived behavioral factors on investors’ investment decisions in stocks: Evidence from Nepal stock market. Journal of Business and Management Research, 4(01), 17–33. https://doi.org/10.3126/jbmr.v4i01.46680
Kasoga, P. S. (2021). Heuristic biases and investment decisions: Multiple mediation mechanisms of risk tolerance and financial literacy—a survey at the Tanzania stock market. Journal of Money and Business, 1(2), 102–116. https://doi.org/10.1108/jmb-10-2021-0037
Kasoga, P. S., & Tegambwage A. G. (2022). Psychological traits and investment decisions: The mediation mechanism of financial management behavior – evidence from the Tanzanian stock market. Journal of Money and Business, 2(2), 213–227. https://doi.org/10.1108/jmb-05-2022-0028
Khoufi, N. (2020). Accounting information quality and investment decisions in the emerging markets. Frontiers in Management and Business, 1(1), 16–23. https://doi.org/10.25082/fmb.2020.01.004
Kinatta, M. M., Kaawaase, T. K., Munene, J. C., Nkote, I., & Nkundabanyanga, S. K. (2022). Cognitive bias, intuitive attributes and investment decision quality in commercial real estate in Uganda. Journal of Property Investment and Finance, 40(2), 165–187. https://doi.org/10.1108/JPIF-11-2020-0129
Liu, S. (2023). Do investors and managers of active ETFs react to social media activities? Finance Research Letters, 51, 1–14. https://doi.org/10.1016/j.frl.2022.103454
Losada, R. (2022). Periodic public information on investment funds and how it influences investors´ decisions. SSRN Electronic Journal, (76). https://doi.org/10.2139/ssrn.4035266
Maeda, I., deGraw, D., Kitano, M., Matsushima, H., Sakaji, H., Izumi, K., & Kato, A. (2020). Deep reinforcement learning in agent based financial market simulation. Journal of Risk and Financial Management, 13(4), 71. https://doi.org/10.3390/jrfm13040071
Mamahit, R. J., Lapian, S. J., & Gunawan, E. M. (2022). Determination analysis of online investment intention in post-pandemic era. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, 10(4), 287–296. https://doi.org/10.35794/emba.v10i4.43664
Mehta, P., Singh, M., & Mittal, M. (2020). It is not an investment if it is destroying the planet: A literature review of socially responsible investments and proposed conceptual framework. Management of Environmental Quality: An International Journal, 31(2), 307–329. https://doi.org/10.1108/MEQ-08-2019-0176
Monteiro, P. A., Vale, J., Leite, E., Lis, M., & Kurowska-Pysz, J. (2022). The impact of information systems and non-financial information on company success. International Journal of Accounting Information Systems, 45(April 2021), 100557. https://doi.org/10.1016/j.accinf.2022.100557
Mutlu, U. (2022). The moderator effect of financial literacy on the relationship between locus of control and financial behavior. Managerial Finance, 48(10), 1114–1126. https://doi.org/10.1108/K-01-2021-0062
Naeem, M. A., Farid, S., Arif, M., Paltrinieri, A., & Alharthi, M. (2023). Covid-19 and connectedness between Sustainable and Islamic equity markets. Borsa Istanbul Review, 23(1), 1–21. https://doi.org/10.1016/j.bir.2022.06.001
Naveed, M., Ali, S., Iqbal, K., & Sohail, M. K. (2020). Role of financial and non-financial information in determining individual investor investment decision: a signaling perspective. South Asian Journal of Business Studies, 9(2), 261–278. https://doi.org/10.1108/SAJBS-09-2019-0168
Park, S. R., & Oh, K. S. (2022). Integration of ESG Information into individual investors’ corporate investment decisions: Utilizing the UTAUT framework. Frontiers in Psychology, 13(April). https://doi.org/10.3389/fpsyg.2022.899480
Parveen, S., Satti, Z. W., Subhan, Q. A., & Jamil, S. (2020). Exploring market overreaction, investors’ sentiments and investment decisions in an emerging stock market. Borsa Istanbul Review, 20(3), 224–235. https://doi.org/10.1016/j.bir.2020.02.002
P.H, H., & Uchil, R. (2020). Influence of investor sentiment and its antecedent on investment decision-making using partial least square technique. Management Research Review, 43(11), 1441–1459. https://doi.org/10.1108/MRR-06-2019-0254
Platto, S., Wang, Y., Zhou, J., & Carafoli, E. (2021). History of the Covid-19 pandemic: Origin, explosion, worldwide spreading. Biochemical and Biophysical Research Communications, 538, 14–23. https://doi.org/10.1016/j.bbrc.2020.10.087
Purwanto, E. (2019). Penelitian kuantitatif. Yogyakarta: Pustaka Pelajar.
Putri, D. H., & Hanggraeni, D. (2022). Determinants of risky investment intention among generation Y: An evidence from Indonesia. Asian Journal of Research in Business and Management, 4(1), 41–51. https://doi.org/10.55057/ajrbm.2022.4.1.4
Raheja, S., & Dhiman, B. (2020). How do emotional intelligence and behavioral biases of investors determine their investment decisions? Rajagiri Management Journal, 14(1), 35–47. https://doi.org/10.1108/ramj-12-2019-0027
Rahmiyanti, F., Pratiwi, R. A., & Yuningrum, H. (2020). The effects of accounting knowledge , entrepreneurial traits , and subjective norms on the use of accounting information in investment decision making ( case study on MSME actors in Gunungkidul Regency ). Journal of Islamic Accounting and Finance Research, 2(2), 295–310. https://doi.org/10.21580/jiafr.2020.2.2.6020
Rashid, K., Tariq, Y. Bin, & Rehman, M. U. (2022). Behavioural errors and stock market investment decisions : Recent evidence from Pakistan. Asian Journal of Accounting Research, 7(2), 129–145. https://doi.org/10.1108/AJAR-07-2020-0065
Rosdiana, R. (2020). Analysis of investment interests, motivation, social environment, financial literacy (comparative study of generation z and millennial generation). International Journal of Business, Economics and Law, 22(1), 111–121. https://www.ijbel.com/wp-content/uploads/2020/11/IJBEL22_239.pdf
Rothan, H. A., & Byrareddy, S. N. (2020). The epidemiology and pathogenesis of coronavirus disease (Covid-19) outbreak. Journal of Autoimmunity, 109(February), 102433. https://doi.org/10.1016/j.jaut.2020.102433
Rusydiana, A. S., & Prakoso, D. (2021). Impact of Covid-19 and macroeconomic factors on sharia stock market performance : A case study of Indonesia. Syariah Economic Applied Research and Training (SMART), 3(1). https://doi.org/10.58968/eii.v3i1.41
Sachdeva, M., & Lehal, R. (2022). Contextual factors influencing investment decision making : A multi group analysis. PSU Research Review. https://doi.org/10.1108/PRR-08-2022-0125
Salisu, A. A., & Shaik, M. (2022). Islamic stock indices and Covid-19 pandemic. International Review of Economics and Finance, 80(March), 282–293. https://doi.org/10.1016/j.iref.2022.02.073
Septyanto, D., Sayidah, N., & Assagaf, A. (2021). The intention of investors in making investment decisions in Sharia stocks: Empirical study in Indonesian. Academic Journal of Interdisciplinary Studies, 10(4), 141–153. https://doi.org/10.36941/AJIS-2021-0105
Setiawan, B., Afin, R., Wikurendra, E. A., Nathan, R. J., & Fekete-Farkas, M. (2022). Covid-19 pandemic, asset prices, risks, and their convergence: A survey of Islamic and G7 stock market, and alternative assets. Borsa Istanbul Review, 22, S47–S59. https://doi.org/10.1016/j.bir.2022.11.011
Shahid, A. U., Tufail, H. S., Ali, H. Y., & Jonathan, J. (2023). Financial analysts’ personal values, perceived behavioural risk and investment decisions in evaluating CSR. International Journal of Islamic and Middle Eastern Finance and Management, 16(4), 716–733. https://doi.org/10.1108/IMEFM-11-2021-0443
Sharif, S. P., & Naghavi, N. (2020). Family financial socialization, financial information seeking behavior and financial literacy among youth. Asia-Pacific Journal of Business Administration, 12(2), 163–181. https://doi.org/10.1108/APJBA-09-2019-0196
Sherif, M. (2020). The impact of Coronavirus (Covid-19) outbreak on faith-based investments: An original analysis. Journal of Behavioral and Experimental Finance, 28, 100403. https://doi.org/10.1016/j.jbef.2020.100403
Shih, H.-M., Chen, B. H., Chen, M.-H., Wang, C.-H., & Wang, L.-F. (2022). A study of the financial behavior based on the theory of planned behavior. International Journal of Marketing Studies, 14(2), 1. https://doi.org/10.5539/ijms.v14n2p1
Surtee, T. G. H., & Alagidede, I. P. (2023). A novel approach to using modern portfolio theory. Borsa Istanbul Review, 23(3), 527–540. https://doi.org/10.1016/j.bir.2022.12.005
Thanki, H., Shah, S., Rathod, H. S., Oza, A. D., & Burduhos-Nergis, D. D. (2022). I am ready to invest in Socially Responsible Investments (SRI) options only if the returns are not compromised: Individual investors’ intentions toward SRI. Sustainability (Switzerland), 14(18). https://doi.org/10.3390/su141811377
Tudorache, F. G. (2020). Investment behaviour in mutual funds : Is it a knowledge- based decision ? Kybernetes. https://doi.org/10.1108/K-03-2020-0124
Utami, N., Sitanggang, M. L., & Sitanggang, M. L. (2021). The analysis of financial literacy and its impact on investment decisions: A study on generation Z in Jakarta. Inovbiz: Jurnal Inovasi Bisnis, 9(1), 33. https://doi.org/10.35314/inovbiz.v9i1.1840
Vazirani, A., Sarkar, S., Bhattacharjee, T., Dwivedi, Y. K., & Jack, S. (2023). Information signals and bias in investment decisions: A meta-analytic comparison of prediction and actual performance of new ventures. Journal of Business Research, 155(PB), 113424. https://doi.org/10.1016/j.jbusres.2022.113424
Wang, W., Yu, Y., & Li, X. (2022). ESG performance, auditing quality, and investment efficiency: Empirical evidence from China. Frontiers in Psychology, 13(October), 1–14. https://doi.org/10.3389/fpsyg.2022.948674
Weixiang, S., Qamruzzaman, M., Rui, W., & Kler, R. (2022). An empirical assessment of financial literacy and behavioral biases on investment decision: Fresh evidence from small investor perception. Frontiers in Psychology, 13(September), 1–18. https://doi.org/10.3389/fpsyg.2022.977444
Yang, X., Cao, D., Andrikopoulos, P., Yang, Z., & Bass, T. (2020). Online social networks, media supervision and investment efficiency: An empirical examination of Chinese listed firms. Technological Forecasting and Social Change, 154(May 2019), 119969. https://doi.org/10.1016/j.techfore.2020.119969