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  1. NTU Theses and Dissertations Repository
  2. 共同教育中心
  3. 統計碩士學位學程
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/102197
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dc.contributor.advisor石百達zh_TW
dc.contributor.advisorPai-Ta Shihen
dc.contributor.author蔡依旻zh_TW
dc.contributor.authorYi-Min Caien
dc.date.accessioned2026-04-08T16:13:12Z-
dc.date.available2026-04-09-
dc.date.copyright2026-04-08-
dc.date.issued2026-
dc.date.submitted2026-03-17-
dc.identifier.citationBaginski, S. P. (1987). Intraindustry information transfers associated with management forecasts of earnings. Journal of Accounting Research, 25, 196–216.
Ben-David, I., Franzoni, F., & Moussawi, R. (2018). Do ETFs increase volatility? The Journal of Finance, 73(6), 2471–2535. https://doi.org/10.1111/jofi.12625
Bhojraj, S., Mohanram, P., & Zhang, S. (2020). ETFs and information transfer across firms. Journal of Accounting and Economics, 70(2–3), 101336. https://doi.org/10.1016/j.jacceco.2020.101336
Chen, T. K., Tsai, T. S., & Huang, M. L. (2023). ETF ownership level, ETF ownership volatility, and corporate credit risk. Journal of Accounting Review, 76, 95–143. https://doi.org/10.6552/JOAR.202301_(76).0003
Chen, W.-D., & Yu, C.-T. (2022). The information value of interim accounting disclosures: Evidence from mandatory monthly revenue reports. Review of Quantitative Finance and Accounting, 58(1), 245–295. https://doi.org/10.1007/s11156-021-00994-1
Deville, L., Gresse, C., & de Séverac, B. (2014). Direct and Indirect Effects of Index ETFs on Spot-Futures Pricing and Liquidity: Evidence from the CAC 40 Index. European Financial Management, 20(2), 352–373. https://doi.org/10.1111/j.1468-036X.2011.00638.x
Dong, Y., & Young, D. (2021). Foreign macroeconomic and industry-related information transfers around earnings announcements: Evidence from U.S.-listed non-U.S. firms. Journal of Accounting and Economics, 71(2–3), 101400. https://doi.org/10.1016/j.jacceco.2021.101400
Foster, G. (1981). Intra-industry information transfers associated with earnings releases. Journal of Accounting and Economics, 3(3), 201–232. https://doi.org/10.1016/0165-4101(81)90003-3
Glosten, L., Nallareddy, S., & Zou, Y. (2021). ETF activity and informational efficiency of underlying securities. Management Science, 67(1), 22–47. https://doi.org/10.1287/mnsc.2019.3427
Ramnath, S. (2002). Investor and analyst reactions to earnings announcements of related firms: An empirical analysis. Journal of Accounting Research, 40(5), 1351–1376. https://doi.org/10.1111/1475-679X.t01-1-00057
Thomas, J. K., & Zhang, F. (2008). Overreaction to intra-industry information transfers? Journal of Accounting Research, 46(4), 909–940. https://doi.org/10.1111/j.1475-679X.2008.00294.x
Tsao, S.-M., Lu, H.-T., & Keung, E. C. (2018). Interim reporting frequency and the mispricing of accruals. Accounting Horizons, 32(3). https://doi.org/10.2308/acch-52097
Wang, L. F., Chang, C. C., & Liu, T. E. (2020). Information content comparison of monthly sales before and after change of preparation basis. Journal of Contemporary Accounting, 21(1), 33–62.
Wang, Z.-M., & Lien, D. (2022). Is maximum daily return a lottery? Evidence from monthly revenue announcements. Review of Quantitative Finance and Accounting, 59(2), 545–600. https://doi.org/10.1007/s11156-022-01051-1
Wermers, R., & Xue, J. (2015). Intraday ETF trading and the volatility of the underlying. Working Paper, University of Maryland.
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/102197-
dc.description.abstract本研究探討交易型開放式指數基金(ETFs)是否促進台灣資本市場中財務資訊的傳遞效率。台灣上市公司每月需定期揭露營收資訊,形成穩定且高頻的揭露制度,有助於觀察市場對公司及其同業資訊的反應。本文據此制度背景,評估企業在公告營收期間,其報酬表現是否受到其他同產業中較早公告公司所影響,以及市場對公司自身營收資訊的反應是否因ETF參與程度而有所不同。
本研究以2013至2023年間台灣上市與上櫃公司為樣本,結合ETF持股資料,分析ETF發展對上述兩類資訊反應機制的影響。結果顯示,同產業間的資訊傳遞現象在ETF發展初期(2013–2019)即已存在,且前期以非電子產業較顯著;隨著ETF資產規模成長,此現象於後期(2020 年以後)轉由電子產業為主。另一方面,被較多ETF持有的公司,在營收公告期間的股價反應亦更為敏感,尤以電子產業最為顯著。
進一步將ETF依成分股選股策略分類後發現,關注特定產業主題的產業型ETF與追求高成長企業的成長型ETF,相較於關注整體產業的市場型ETF與配息導向的ETF,更能提升資訊的市場反應效率,亦即營收資訊能更有效傳遞至投資人。整體而言,ETF不僅具備資產配置功能,也在資訊擴散與價格反應中扮演積極角色。
zh_TW
dc.description.abstractThis study investigates whether exchange-traded funds (ETFs) enhance the efficiency of financial information transmission in Taiwan’s capital market. In Taiwan, listed firms are required to disclose monthly revenue on a regular basis, creating a stable and high-frequency disclosure regime that enables the systematic observation of how the market responds to both firm-specific and peer information. Based on this institutional setting, the study examines whether a firm’s stock return during its revenue announcement period is influenced by the returns of industry peers that disclosed earlier, and whether the market’s reaction to a firm’s own revenue information varies with the level of ETF involvement.
Using data on listed and OTC firms in Taiwan from 2013 to 2023, combined with ETF holding information, this study analyzes how ETF development affects these two forms of information response. The results show that cross-firm information transmission was already present during the early stage of ETF development (2013–2019), primarily among non-electronics sectors with relatively high ETF holdings. In the later period, however, the transmission effect became more concentrated in the electronics industry. In addition, firms more heavily held by ETFs exhibited stronger stock price reactions during their revenue announcement periods, particularly in the electronics sector.
Further analysis classifies ETFs by their investment themes based on constituent selection. The findings indicate that sector-focused and growth-oriented ETFs are more effective in enhancing information responsiveness than broad-market or dividend-oriented ETFs. In other words, revenue information is more efficiently transmitted to market participants through these thematic ETFs. Overall, ETFs not only serve as investment vehicles but also play an active role in facilitating information diffusion and strengthening price responses in the market.
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dc.description.tableofcontents誌謝 i
摘要 ii
Abstract iii
Table of Contents v
List of Figures vii
List of Tables vii
1 Introduction 1
2 Literature Review and Hypotheses Development 2
2.1 Literature Review 2
2.1.1 Evolution of Taiwan’s ETF Market 2
2.1.2 Monthly Revenue Announcements in Taiwan 5
2.1.3 ETFs and Information Transfer 7
2.1.4 ETF Characteristics and Heterogeneous Effects 8
2.2 Hypotheses Development 9
3 Research Design 13
3.1 Data Source and Sample Period 13
3.2 Sample Construction 13
3.3 Main Variable Definitions 14
3.3.1 Cumulative Abnormal Return (CAR) 14
3.3.2 Peer-Based Cumulative Abnormal Return (RESP) 15
3.3.3 Monthly revenue surprise (RS) 16
3.4 Empirical Models 17
3.4.1 ETFs and Intra-Industry Information Effect 17
3.4.2 ETFs and Revenue Response Coefficients (RRCs) 18
4 Empirical Results 21
4.1 Summary Statistics 21
4.1.1 Descriptive Statistic 21
4.1.2 Correlation Analysis 24
4.2 Impact of Intra-Industry Information Transfer During Revenue Announcements 25
4.3 Impact of ETFs on Revenue Response Coefficients (RRCs) 28
4.4 Heterogeneous Effects of ETF Types on Revenue Response Coefficients (RRCs) 31
5 Additional Discussion 34
5.1 The Centrality of the Electronics Sector in ETF Investment and Information Flow 34
5.2 Intra-Industry Transmission across ETF Phases: Electronics vs. Non-Electronics 35
5.3 Impact of RRCs across ETF Phases: Electronics vs. Non-Electronics 38
5.4 Impact of ETF types on RRC: Comparison of Electronic & Non-Electronic firms 41
6 Conclusion 45
Reference 47
Appendix 50
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dc.language.isoen-
dc.subject指數股票型基金 (ETF)-
dc.subject月營收公告-
dc.subject累積異常報酬-
dc.subject資訊傳遞-
dc.subject價格發現-
dc.subjectExchange-Traded Fund (ETF)-
dc.subjectMonthly Revenue Announcement-
dc.subjectCumulative Abnormal Return-
dc.subjectInformation Transmission-
dc.subjectPrice Discovery-
dc.titleETF 的資訊傳遞效果:以台灣為例zh_TW
dc.titleThe Role of ETFs in Information Transmission: Evidence from Taiwanen
dc.typeThesis-
dc.date.schoolyear114-2-
dc.description.degree碩士-
dc.contributor.coadvisor余峻瑜zh_TW
dc.contributor.coadvisorJiun-Yu Yuen
dc.contributor.oralexamcommittee匡顯吉;朱民芮;盧佳琪zh_TW
dc.contributor.oralexamcommitteeXian-Ji Kuang;Min-Rui Choo;Chia-Chi Luen
dc.subject.keyword指數股票型基金 (ETF),月營收公告累積異常報酬資訊傳遞價格發現zh_TW
dc.subject.keywordExchange-Traded Fund (ETF),Monthly Revenue AnnouncementCumulative Abnormal ReturnInformation TransmissionPrice Discoveryen
dc.relation.page53-
dc.identifier.doi10.6342/NTU202600816-
dc.rights.note未授權-
dc.date.accepted2026-03-17-
dc.contributor.author-college共同教育中心-
dc.contributor.author-dept統計碩士學位學程-
dc.date.embargo-liftN/A-
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