English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  Items with full text/Total items : 113822/144841 (79%)
Visitors : 51789144      Online Users : 591
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version
    政大機構典藏 > 商學院 > 資訊管理學系 > 學位論文 >  Item 140.119/150257
    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/150257


    Title: 綠色技術採用和企業績效:文字探勘之應用
    Green technology adoption and corporate performance: A text mining approach
    Authors: 胡怡欣
    Hu, Yi-Shin
    Contributors: 李曉惠
    Lee, Hsiao-Hui
    胡怡欣
    Hu, Yi-Shin
    Keywords: 綠色技術
    企業績效
    文字探勘
    Date: 2024
    Issue Date: 2024-03-01 14:10:37 (UTC+8)
    Abstract: 隨著全球暖化問題引起廣泛關注,不僅各國政府與世界組織簽訂氣
    候協議與制定法規,公民的環保意識也日益增強,開始對企業施加壓
    力,促使其積極採用綠色技術。然而,國際組織報告雖說明綠色技術
    能有效抑制溫室效應,其初期常常需要高昂的投資成本,加上文獻中
    尚缺乏研究探討企業採用綠色技術後對於績效的影響,企業往往對於
    綠色技術採用抱持著觀望的態度。因此本研究欲透過實證分析,使用
    WIPO GREEN 資料庫和維基百科建立綠色技術詞庫,以此篩選出企業
    過往報告中綠色技術字詞,並查看其中企業提及綠色技術的程度與財
    務、環境績效間的關係。結果顯示,企業若持續地於其企業的 CSR 報告、法說會裡提及多類型的綠色技術,將正面顯著影響其後續三年的市價淨值比,且同時也負面顯著地影響溫室氣體排放成本。藉由了解企業對於綠色技術的重視程度所可能影響的財務及環境績效表現,本研究可以對於企業未來採用綠色技術的決策,提供其更全面的資訊及輔助。
    Reference: Abbas, J. and Sağsan, M. (2019). Impact of knowledge management practices on green innovation and corporate sustainable development: A structural analysis. Journal of Cleaner Production, 229:611–620.

    Aguilera-Caracuel, J. and Ortiz-de Mandojana, N. (2013). Green innovation and financial performance: An institutional approach. Organization & Environment, 26(4):365–385.

    Anandarajan, M., Hill, C., Nolan, T., Anandarajan, M., Hill, C., and Nolan, T. (2019). Text preprocessing. Practical Text Analytics: Maximizing the Value of Text Data, pages 45–59.

    Andersen, M. L. and Dejoy, J. S. (2011). Corporate social and financial performance: the role of size, industry, risk, r&d and advertising expenses as control variables. Business and Society Review, 116(2):237–256.

    Andersson, T., Haslam, C., and Lee, E. (2006). Financialized accounts: Restructuring and return on capital employed in the s&p 500. In Accounting Forum, volume 30, pages 21–41. Taylor & Francis.

    Angell, L. C. and Klassen, R. D. (1999). Integrating environmental issues into the mainstream: an agenda for research in operations management. Journal of Operations Management, 17(5):575–598.

    Banerjee, S. B. (2001). Managerial perceptions of corporate environmentalism: Interpretations from industry and strategic implications for organizations. Journal of Management Studies, 38(4):489–513.

    Bi, G., Jin, M., Ling, L., and Yang, F. (2017). Environmental subsidy and the choice of green technology in the presence of green consumers. Annals of Operations Research, 255:547–568.

    Boyce, J. K. (2018). Carbon pricing: effectiveness and equity. Ecological Economics, 150:52–61.

    Brown, S., Hillegeist, S. A., and Lo, K. (2004). Conference calls and information asymmetry. Journal of Accounting and Economics, 37(3):343–366.

    Buysse, K. and Verbeke, A. (2003). Proactive environmental strategies: A stakeholder management perspective. Strategic Management Journal, 24(5):453–470.

    Castro, P., Gutiérrez-López, C., Tascón, M. T., and Castaño, F. J. (2021). The impact of environmental performance on stock prices in the green and innovative context. Journal of Cleaner Production, 320:128868.

    Cavnar, W. B., Trenkle, J. M., et al. (1994). N-gram-based text categorization. In Proceedings of SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval, volume 161175, page 14. Las Vegas, NV.

    Chen, J., Gao, M., Ma, K., and Song, M. (2020). Different effects of technological progress on china’s carbon emissions based on sustainable development. Business Strategy and the Environment, 29(2):481–492.

    Chen, Y.-S., Lai, S.-B., and Wen, C.-T. (2006). The influence of green innovation performance on corporate advantage in taiwan. Journal of Business Ethics, 67:331–339.

    Chiou, T.-Y., Chan, H. K., Lettice, F., and Chung, S. H. (2011). The influence of greening the suppliers and green innovation on environmental performance and competitive advantage in taiwan. Transportation Research Part E: Logistics and Transportation Review, 47(6):822–836.

    Cui, J., Jo, H., and Na, H. (2018). Does corporate social responsibility affect information asymmetry? Journal of Business Ethics, 148:549–572.

    Dangelico, R. M. (2016). Green product innovation: Where we are and where we are going. Business Strategy and the Environment, 25(8):560–576.

    De Azevedo Rezende, L., Bansi, A. C., Alves, M. F. R., and Galina, S. V. R. (2019). Take your time: Examining when green innovation affects financial performance in multinationals. Journal of Cleaner Production, 233:993–1003.

    Deakin, E. B. (1972). A discriminant analysis of predictors of business failure. Journal of Accounting Research, pages 167–179.

    Dietterich, A. (2020). Wipo green: Supporting green innovation and technology transfer. WIPO MAGAZINE, (1):17–23.

    Driessen, P. H., Hillebrand, B., Kok, R. A., and Verhallen, T. M. (2013). Green new product development: the pivotal role of product greenness. IEEE Transactions on Engineering Management, 60(2):315–326.

    Du, K., Li, P., and Yan, Z. (2019). Do green technology innovations contribute to carbon dioxide emission reduction? empirical evidence from patent data. Technological Forecasting and Social Change, 146:297–303.

    Eccles, R. G. and Serafeim, G. (2013). A tale of two stories: Sustainability and the quarterly earnings call. Journal of Applied Corporate Finance, 25(3):8–19.

    Fineman, S. and Clarke, K. (1996). Green stakeholders: Industry interpretations and response. Journal of Management Studies, 33(6):715–730.

    Finster, M. P. and Hernke, M. T. (2014). Benefits organizations pursue when seeking competitive advantage by improving environmental performance. Journal of Industrial Ecology, 18(5):652–662.

    Freeman, R. E. and McVea, J. (2005). A stakeholder approach to strategic management. The Blackwell Handbook of Strategic Management, pages 183–201.

    Gadenne, D. L., Kennedy, J., and McKeiver, C. (2009). An empirical study of environmental awareness and practices in smes. Journal of Business Ethics, 84:45–63.

    Ganda, F. (2019). The impact of innovation and technology investments on carbon emissions in selected organisation for economic co-operation and development countries. Journal of Cleaner Production, 217:469–483.

    George, G., Haas, M. R., McGahan, A. M., Schillebeeckx, S. J., and Tracey, P. (2021). Purpose in the for-profit firm: A review and framework for management research. Journal of Management, page 01492063211006450.

    Giroud, X. and Mueller, H. M. (2010). Does corporate governance matter in competitive industries? Journal of Financial Economics, 95(3):312–331.

    Gu, W., Zhao, X., Yan, X., Wang, C., and Li, Q. (2019). Energy technological progress, energy consumption, and co2 emissions: empirical evidence from china. Journal of Cleaner Production, 236:117666.

    Guoyou, Q., Saixing, Z., Chiming, T., Haitao, Y., and Hailiang, Z. (2013). Stakeholders’ influences on corporate green innovation strategy: a case study of manufacturing firms in china. Corporate Social Responsibility and Environmental Management, 20(1):1–14.

    Hart, S. L. and Ahuja, G. (1996). Does it pay to be green? an empirical examination of the relationship between emission reduction and firm performance. Business strategy and the Environment, 5(1):30–37.

    Helmig, B., Spraul, K., and Ingenhoff, D. (2016). Under positive pressure: How stakeholder pressure affects corporate social responsibility implementation. Business & Society, 55(2):151–187.

    Horowitz, C. A. (2016). Paris agreement. International Legal Materials, 55(4):740–755.

    Huang, Z., Liao, G., and Li, Z. (2019). Loaning scale and government subsidy for promoting green innovation. Technological Forecasting and Social Change, 144:148–156.

    Jenkins, H. and Yakovleva, N. (2006). Corporate social responsibility in the mining industry: Exploring trends in social and environmental disclosure. Journal of Cleaner Production, 14(3-4):271–284.

    Judge, W. Q. and Douglas, T. J. (1998). Performance implications of incorporating natural environmental issues into the strategic planning process: An empirical assessment. Journal of Management Studies, 35(2):241–262.

    Kammerer, D. (2009). The effects of customer benefit and regulation on environmental product innovation.: Empirical evidence from appliance manufacturers in germany. Ecological Economics, 68(8-9):2285–2295.

    Kang, C., Germann, F., and Grewal, R. (2016). Washing away your sins? corporate social responsibility, corporate social irresponsibility, and firm performance. Journal of Marketing, 80(2):59–79.

    Kausar, M. A., Dhaka, V., and Singh, S. K. (2013). Web crawler: a review. International Journal of Computer Applications, 63(2):31–36.

    Khuntia, J., Saldanha, T. J., Mithas, S., and Sambamurthy, V. (2018). Information technology and sustainability: Evidence from an emerging economy. Production and Operations Management, 27(4):756–773.

    Khurshid, A., Rauf, A., Qayyum, S., Calin, A. C., and Duan, W. (2023). Green innovation and carbon emissions: The role of carbon pricing and environmental policies in attaining sustainable development targets of carbon mitigation—evidence from centraleastern europe. Environment, Development and Sustainability, 25(8):8777–8798.

    Kim, J. and Valentine, K. (2021). The innovation consequences of mandatory patent disclosures. Journal of Accounting and Economics, 71(2-3):101381.

    King, A. and Lenox, M. (2002). Exploring the locus of profitable pollution reduction. Management Science, 48(2):289–299.

    Klassen, R. D. and Whybark, D. C. (1999). The impact of environmental technologies on manufacturing performance. Academy of Management journal, 42(6):599–615.

    Kleindorfer, P. R., Singhal, K., and Van Wassenhove, L. N. (2005). Sustainable operations management. Production and Operations Management, 14(4):482–492.

    Krass, D., Nedorezov, T., and Ovchinnikov, A. (2013). Environmental taxes and the choice of green technology. Production and Operations Management, 22(5):1035–1055.

    Kraus, S., Rehman, S. U., and García, F. J. S. (2020). Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation. Technological Forecasting and Social Change, 160:120262.

    Kruczek, J., Kruczek, P., and Kuta, M. (2020). Are n-gram categories helpful in text classification? In Computational Science–ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II 20, pages 524–537. Springer.

    Li, L. (2018). China’s manufacturing locus in 2025: With a comparison of “made-inchina 2025”and “industry 4.0”. Technological Forecasting and Social Change, 135:66–74.

    Li, Z., Huang, Z., and Su, Y. (2023). New media environment, environmental regulation and corporate green technology innovation: Evidence from china. Energy Economics, 119:106545.

    Martinez, L. H. (2005). Post industrial revolution human activity and climate change: Why the united states must implement mandatory limits on industrial greenhouse gas emmissions. Journal of Land Use & Environmental Law, pages 403–421.

    Matsumoto, D., Pronk, M., and Roelofsen, E. (2011). What makes conference calls useful? the information content of managers’ presentations and analysts’ discussion sessions. The Accounting Review, 86(4):1383–1414.

    Penman, S. H. (1983). The predictive content of earnings forecasts and dividends. The Journal of Finance, 38(4):1181–1199.

    Porter, M. E. (1997). Competitive strategy. Measuring Business Excellence, 1(2):12–17.

    Przychodzen, J. and Przychodzen, W. (2015). Relationships between eco-innovation and financial performance–evidence from publicly traded companies in poland and hungary. Journal of Cleaner Production, 90:253–263.

    Rao, G. A., Srinivas, G., Rao, K. V., and Reddy, P. P. (2018). A partial ratio and ratio based fuzzy-wuzzy procedure for characteristic mining of mathematical formulas from documents. IJSC—ICTACT J Soft Comput, 8(4):1728–1732.

    Rao, P. J., Rao, K. N., and Gokuruboyina, S. (2022). An experimental study with fuzzywuzzy (partial ratio) for identifying the similarity between english and french languages for plagiarism detection. International Journal of Advanced Computer Science and Applications, 13(10).

    Rexhäuser, S. and Rammer, C. (2014). Environmental innovations and firm profitability: unmasking the porter hypothesis. Environmental and Resource Economics, 57:145– 167.

    Sautner, Z., Van Lent, L., Vilkov, G., and Zhang, R. (2023). Firm-level climate change exposure. The Journal of Finance, 78(3):1449–1498.

    Schipper, E. L. F. (2006). Conceptual history of adaptation in the unfccc process. Review of European Community & International Environmental Law, 15(1):82–92.

    Shrivastava, P. (1995). Environmental technologies and competitive advantage. Strategic Management Journal, 16(S1):183–200.

    Sun, L., Cao, X., Alharthi, M., Zhang, J., Taghizadeh-Hesary, F., and Mohsin, M. (2020). Carbon emission transfer strategies in supply chain with lag time of emission reduction technologies and low-carbon preference of consumers. Journal of Cleaner Production, 264:121664.

    Sun, Y., Lu, Y., Wang, T., Ma, H., and He, G. (2008). Pattern of patent-based environmental technology innovation in china. Technological Forecasting and Social Change, 75(7):1032–1042.

    Tang, M., Walsh, G., Lerner, D., Fitza, M. A., and Li, Q. (2018). Green innovation, managerial concern and firm performance: An empirical study. Business Strategy and the Environment, 27(1):39–51.

    Tschopp, D. and Huefner, R. J. (2015). Comparing the evolution of csr reporting to that of financial reporting. Journal of Business Ethics, 127:565–577.

    Tvinnereim, E. and Mehling, M. (2018). Carbon pricing and deep decarbonisation. Energy Policy, 121:185–189.

    Wang, S. L. and Li, D. (2019). Responding to public disclosure of corporate social irresponsibility in host countries: Information control and ownership control. Journal of International Business Studies, 50:1283–1309.

    Wang, W. Y. and Hua, Z. (2014). A semiparametric gaussian copula regression model for predicting financial risks from earnings calls. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1155–1165.

    Wu, H., Liu, F., Zhao, L., and Shao, Y. (2020). Data analysis and crawler application implementation based on python. In 2020 International Conference on Computer Network, Electronic and Automation (ICCNEA), pages 389–393. IEEE.

    Zhang, F. and Zhu, L. (2019). Enhancing corporate sustainable development: Stakeholder pressures, organizational learning, and green innovation. Business Strategy and the Environment, 28(6):1012-1026
    Description: 碩士
    國立政治大學
    資訊管理學系
    111356018
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0111356018
    Data Type: thesis
    Appears in Collections:[資訊管理學系] 學位論文

    Files in This Item:

    File Description SizeFormat
    601801.pdf1463KbAdobe PDF0View/Open


    All items in 政大典藏 are protected by copyright, with all rights reserved.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback