THE TECH STOCKS' PARADOX: UNRAVELING THE UNEXPECTED DECLINE AMID INDONESIA'S DIGITAL ECONOMY BOOM
Main Article Content
Andry Syahputra
Didik Gunawan
Lukieto Cahyadi
This study aims to analyze the influence of digital economy growth, macroeconomic factors, and stock liquidity on the stock prices of Indonesia’s technology sector during the period of January 2021 to December 2024. Employing a quantitative approach, this research utilizes the Structural Equation Modeling-Partial Least Squares (SEM-PLS) method processed through the SmartPLS software. The study relies on secondary monthly data, including digital indicators such as private funding value and internet user growth, macroeconomic indicators such as interest rates and exchange rates, and liquidity indicators such as trading volume and frequency. The results indicate that digital economy growth has a positive and significant effect on technology sector stock prices, while macroeconomic factors show a negative and significant impact. Meanwhile, stock liquidity does not exhibit a significant effect. These findings offer new insights into the dynamics of technology stocks in Indonesia, which do not always align with digital development, and highlight the critical role of macroeconomic conditions in investment decision-making. This research is expected to contribute to the development of digital financial strategies in the national context.
Keywords: Digital Economy, Macroeconomics, SEM-PLS, Stock Liquidity, Stock Price
Afshan, S., Sharif, A., Nassani, A. A., Abro, M. M. Q., Batool, R., & Zaman, K. (2021). The role of information and communication technology (internet penetration) on Asian stock market efficiency: Evidence from quantile-on-quantile cointegration and causality approach. International Journal of Finance and Economics, 26(2), 2307–2324. https://doi.org/10.1002/ijfe.1908
Aini, F. A., Andika, A., Gunawan, D., & Cahyadi, W. (2024). Analysis Of The Determinants Of Financial Distress In Technology Sector Companies On The Indonesia Stock Exchange For The 2019- 2022 Period. Jurnal Ekonomi, 13(2), 1787–1798.
Brockman, P., Dang, T. L., & Pham, T. P. (2024). Stock price synchronicity and stock liquidity: International evidence. Journal of Empirical Finance, 79, 101541. https://doi.org/10.1016/j.jempfin.2024.101541
Creswell, J. W., & Creswell, J. D. (2018). Research Design | Qualitative, Quantitative, and Mixed Methods Approaches Fifth Edition.
Depari, G. S. (2022). Macroeconomics Factor: The Impact On Stock Price Index. Klabat Accounting Review, 3(2).
Dewi, N. S., Khasanah, L. A. N., Yudhanto, W., & Sijabat, Yacobo. P. (2022). Determinan Harga Saham Pada Perusahaan Sektor Teknologi. Journal of Management and Social Sciences (JIMAS), 109–122.
Elisa, V., & Purwanto, S. (2024). Analysis of The Determinants on Technology Share Prices Listed on the Indonesian Stock Exchange in the 2018-2022 period. Quantitative Economics and Management Studies, 5(2), 233–244. https://doi.org/10.35877/454RI.qems2482
Evlakhova, Y. S., Chekunkova, I. A., Tregubova, A. A., Brichka, E. I., & Nadezhina, O. S. (2024). Study of “Ultra-Retail” Russian Stock Market Volatility in the National Economic Security Context (pp. 181–193). https://doi.org/10.1007/978-3-031-56677-6_12
Fanani, Z. A. El, & Putri, R. N. A. (2023). The Effect of Stock Price, Trade Volume, Trade Frequency and Market Value on the Determinants of Share Liquidity of Sharia Bank Listed on the Indonesian Stock Exchange during the Covid-19 Pandemic. Jurnal Ekonomi Syariah Teori Dan Terapan, 10(1), 69–81. https://doi.org/10.20473/vol10iss20231pp69-81
Fauzi, M. Z., & Rochmatullah, M. R. (2024). ANALYSIS OF STOCK PERFORMANCE IN TECHNOLOGY SECTOR COMPANIES LISTED ON IDX 2021-2022: INDONESIA POINT OF VIEW. 4(5). https://transpublika.co.id/ojs/index.php/Transekonomika
Fitriya, N. A., & Aniqoh, A. (2020). The Role of Digital Economy to Enhancing Sustainable Economic Development. International Journal of Social Science and Business, 4(4), 520–528. https://ejournal.undiksha.ac.id/index.php/IJSSB/index
G20 DETF. (2018). Measurement of the Digital Economy.
Gea, K., & Christian Tobing, V. L. (2022). THE EFFECT OF FINANCIAL PERFORMANCE ON STOCK PRICES IN MANUFACTURING COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE. Jurnal Ekonomi, 11(03), 2022. http://ejournal.seaninstitute.or.id/index.php/Ekonomi
Ghozali, I., & Latan, H. (2015). Partial Least Squares : Konsep, Teknik dan Aplikasi Menggunakan Program SmartPLS 3.0, -2/E.
Goldfarb, A., & Tucker, C. (2019). Digital Economics. Journal of Economic Literature, 57(1), 3–43. https://doi.org/10.1257/jel.20171452
Hair, J. F., Tomas, G., Hult, M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). https://www.researchgate.net/publication/354331182
He, G., Li, Z., Yu, L., & Zhou, Z. (2025). Does commercial reform embracing digital technologies mitigate stock price crash risk? Journal of Corporate Finance, 102741. https://doi.org/10.1016/j.jcorpfin.2025.102741
Hema, Y. (2022). Dikepung Sentimen Global, Saham Emiten Teknologi Sulit Melaju Kencang. https://investasi.kontan.co.id/news/dikepung-sentimen-global-saham-emiten-teknologi-sulit-melaju-kencang
Ihsan Khairi, M., & Susanti, D. (2021). Study on Structural Equation Modeling for Analyzing Data. International Journal of Ethno-Sciences and Education Research, 1(3), 2021.
Indonesia Investments. (2023). Digital Economy of Indonesia; Tech Startups Continue to Experience Challenging Times in 2023. https://www.indonesia-investments.com/id/business/business-columns/digital-economy-of-indonesia-tech-startups-continue-to-experience-challenging-times-in-2023/item9617
Karki, D. (2017). Structural Equation Modeling of Latent Variables Affecting Stock Prices: Evidence from Nepal. Tribhuvan University Journal, 31(1–2), 25–44. https://doi.org/10.3126/tuj.v31i1-2.25329
Keswani, S., Puri, V., & Jha, R. (2024). Relationship among macroeconomic factors and stock prices: cointegration approach from the Indian stock market. In Cogent Economics and Finance (Vol. 12, Issue 1). Cogent OA. https://doi.org/10.1080/23322039.2024.2355017
Khoirunisa, F., Nurhayati, S., & Taruna, M. S. (2024). The Effect of Trading Volume, Frequency Trade, Market Capitalization, and Sentiment Investors on Stock Returns. Business, Accounting, and Knowledge Journal. https://doi.org/https://doi.org/10.31941/batik.v2i01
Kurniawati, E., Idris, I., Handayati, P., & Osman, S. (2021). Digital transformation of MSMEs in Indonesia during the pandemic. Entrepreneurship and Sustainability Issues, 9(2), 316–331. https://doi.org/10.9770/jesi.2021.9.2(21)
Liu, H., Zhu, J., & Cheng, H. (2024). Enterprise digital transformation’s impact on stock liquidity: A corporate governance perspective. PLOS ONE, 19(3), e0293818. https://doi.org/10.1371/journal.pone.0293818
Mahmudov, B. J., & Mullabayev, B. B. (2020). The Impact Of The Digital Economy On Economic Growth. In International Journal of Business (Vol. 01, Issue 01). https://www.gov.uk/government/uploads/system/uploads/attachment_dat
Manh, P. T., Linh, N. D. T., & Linh, N. N. P. (2025). The impact of stock liquidity on stock price crash risk: Empirical research on listed firms in Vietnam. https://doi.org/10.55493/5009.v13i1.5279
Naik, P., & Reddy, Y. V. (2021). Stock Market Liquidity: A Literature Review. Sage Open, 11(1). https://doi.org/10.1177/2158244020985529
Negara, S. D., & Sugiana, A. M. (2022). The State of Indonesia’s Digital Economy in 2022. https://www.iseas.edu.sg/articles-commentaries/iseas-perspective/2022-109-the-state-of-indonesias-digital-economy-in-2022-by-siwage-dharma-negara-and-astrid-meilasari-sugiana/
Nurlaily, L., Yulian, F., & Fertha Agustina, F. (2023). Faktor yang mempengaruhi Harga Saham pada Perusahaan Sektor Teknologi di Bursa Efek Indonesia. Fokus EMBA.
Oloyede, A. A., Faruk, N., Noma, N., Tebepah, E., & Nwaulune, A. K. (2023). Measuring the impact of the digital economy in developing countries: A systematic review and meta- analysis. Heliyon, 9(7). https://doi.org/10.1016/j.heliyon.2023.e17654
Prasidya, T. C. I. T., & Dewi, W. C. (2023). Digital Economy To Boost Economy Recovery Post-Pandemic: Indonesia’s Strategic Position As New Economic Power In Southeast Asia. Global South Review, 4(2), 81. https://doi.org/10.22146/globalsouth.83331
Putra, F. A., & Aksari Anindhynta, F. (2024). Impact of macroeconomic variables and digital technology on economic growth in ASEAN-5 countries. Journal of Enterprise and Development (JED), 6(2). www.worldbank.org.
Rahmawati, D. T., Purbawati, D., & Saryadi. (2024). Pengaruh Eps, Roe, Roa, Dan Der Terhadap Harga Saham Pada Perusahaan Sektor Teknologi Yang Terdaftar Di Bursa Efek Indonesia Tahun 2019-2022. In Jurnal Ilmu Administrasi Bisnis (Vol. 13, Issue 4). https://ejournal3.undip.ac.id/index.php/jiab
Sezgin Alp, O., Canbaloglu, B., & Gurgun, G. (2022). Stock liquidity, stock price crash risk, and foreign ownership. Borsa Istanbul Review, 22(3), 477–486. https://doi.org/10.1016/j.bir.2021.06.012
Sihotang, C. (2023). Stock Valuation Analysis Using Dividend Discounted Model Dan Free Cash Flow To Equity Of Technology Companies Listed At Idx. Klabat Journal of Management |, 4(1).
Singh, S. K., & Ranjan, S. (2024). Impact of Technology on Stock Market. Quest Journals Journal of Research in Business and Management, 12(4), 264–279. www.questjournals.org
Sugiyanto, & Putra, T. A. P. S. (2021). Macro-Economic Impact On Stock Prices. 13(1), 13–19. Https://Journal.Unpas.Ac.Id/Index.Php/Jrak/Index
Tsai, F. (2019). An Overview on Macroeconomics: Ideas, Approaches and Importance. International Journal of Tax Economics and Management, 2(3), 21–31. https://doi.org/10.35935/tax/23.3121
Utami, R. C., & Sudiyatno, B. (2024). Kinerja Keuangan dan Ukuran Perusahaan: Pengaruhnya Terhadap Harga Saham Sektor Teknologi di Bursa Efek Indonesia Tahun 2018 - 2022. Jesya, 7(2), 1863–1874. https://doi.org/10.36778/jesya.v7i2.1711
Wijaya, A. B., & MN, N. (2022). Pengaruh Variabel Makroekonomi dan Rasio Keuangan Terhadap Harga Saham. Jurnal Manajerial Dan Kewirausahaan, 4(1), 12–21.