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研究生: 傅安邦
An-PANG FU
論文名稱: 探究公開資訊的文字情緒及ESG披露與財務績效之關聯性-以營建上市櫃公司為對象
The sentiment and ESG Disclosure on firm financial performance of Taiwan listed Construction firms
指導教授: 洪嫦闈
Chang-Wei Hung
口試委員: 呂守陞
Sou-Shen Leu
徐書謙
Shu-Chien Hsu
王翰翔
Han-Hsiang Wang
學位類別: 碩士
Master
系所名稱: 工程學院 - 營建工程系
Department of Civil and Construction Engineering
論文出版年: 2023
畢業學年度: 111
語文別: 中文
論文頁數: 84
中文關鍵詞: ESG文字情緒財務績效營建上市櫃公司詞彙
外文關鍵詞: ESG, Text Sentiment, Financial Performance, listed Construction Firms, Vocabulary
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  • 年報及企業社會責任報告書為公司和投資者溝通之重要管道,文本內之量化數值與質化資訊隱含許多重要訊息,然而過往研究多專注於量化數值,近期方有研究開始投入質化資訊分析。至今已有不少國內外研究依據文本內詞彙特性將質化資訊進行分類並編撰為辭典或詞彙表,作為評估文本情緒及資訊披露程度的基礎。然而已建置之文字情緒與ESG詞彙表尚缺乏針對營建行業編撰之詞彙,因此若直接套用恐會造成誤判,繼而產生偏差結果。故本研究目的是以國內外已建置之詞彙表為基礎,就國內建材營造上市櫃企業的年報及企業社會責任報告書用字特質,擴充營建領域之情緒詞彙及ESG詞彙,並探究年報文字情緒及企業社會責任報告書ESG訊息披露量與當年企業財務績效的關係。
    本研究使用字典基礎法(Dictionary-Based Method)擴增並整合營建領域情緒詞彙及ESG詞彙表後再量化文本中質化資訊。採用國內建材營造類上市櫃企業以2018至2020年共204筆公司年報及2016至2020年共92筆企業社會責任報告書為樣本,以內容分析法擴充營建領域之情緒詞彙及ESG詞彙並與國內外已建置之詞彙表整合。完成詞彙表擴充後,使用詞頻與逆向檔案頻率法(Term Frequency-Inverse Document Frequency)量化文本中質化資訊,並與當年企業財務績效進行多元迴歸分析。為增加研究結果準確性,將研究樣本增至2016至2020年共343筆公司年報及92筆企業社會責任報告書。結果顯示年報(致股東報告書)文字正面情緒與當年企業財務績效無顯著相關;年報(致股東報告書)負面文字情緒則與當年企業財務績效呈顯著負相關。而企業社會責任報告書(經營者的話)ESG資訊披露量和當年企業財務績效呈顯著負相關,其研究結果可投資者考慮投資標時的參考。而本研究所擴充適用於營建領域之詞彙表,可提供未來相關文獻以本詞彙表為基礎,進行文字資訊內涵相關研究。


    Annual reports and corporate social responsibility reports serve as crucial communication channels for companies to express news and evidence to investors. Within these reports, both quantitative and qualitative information convey significant insight and performance. However, most prior research has focused on quantitative value, and the field of qualitative information analysis remains less explored. Recently, there has been a growing interest in investigating qualitative content. Numerous domestic and foreign studies have categorized qualitative information based on textual characteristics and then compiled it into dictionaries or glossaries, which become the foundation for text sentiment analysis. Yet, there is an absence of specialized vocabulary tailored to the construction industry for text sentiment and ESG (Environmental, Social, and Governance). This research aims to build construction-related glossaries upon existing vocabularies to discern the linguistic patterns and terms used in the published reports of the listed construction companies in Taiwan. Then, the relationship between text sentiment of annual reports, disclosure of ESG in corporate social responsibility reports, and the financial performance of the company is explored with multiple regression analysis. A total of 343 annual reports and 92 corporate social responsibility reports from 2016 to 2020 are used in the analysis.
    The findings reveal that positive sentiment in the annual reports does not exhibit a significant correlation with the enterprise's financial performance. Conversely, negative sentiment does show a significant negative correlation with the enterprise's financial performance. Additionally, the extent of disclosed ESG information exhibits a significant negative correlation with financial performance.

    目錄 摘要 I Abstract II 誌謝 III 目錄 IV 圖表索引 VI 第一章 緒論 1 1.1 研究動機 1 1.2 研究目的 4 1.3 研究架構 5 第二章 文獻回顧 7 2.1 年報文字資訊與公司財務績效之相關研究 7 2.1.1 年報文字資訊 7 2.1.2 文字情緒分析方法 9 2.2 企業社會績效與公司財務績效之相關研究 11 2.2.1 企業社會責任定義與內涵 11 2.2.2 企業社會績效與財務績效正向相關 12 2.2.3 企業社會績效與財務績效負向相關 15 2.2.4 企業社會責任績效與財務績效無相關 16 2.3 CSR & ESG 評估 18 2.4 研究假說 20 第三章 研究方法 21 3.1 文本資料蒐集與預處理 21 3.1.1 翻譯現有詞彙表 21 3.1.2 中文斷詞 22 3.2 內容分析法 24 3.3 樣本文字變數計算 34 3.4 研究樣本與資料來源 36 3.5 變數定義 37 3.6 實證模型 42 第四章 研究結果與分析 46 4.1 內容分析法結果分析 46 4.2 敘述性統計 47 4.3 相關性分析 50 4.4 年報文字情緒與當年公司財務績效之多元迴歸分析 53 4.5 企業社會責任報告書ESG訊息披露量與當年公司財務績效之多元迴歸分析 56 第五章 結論與建議 61 5.1 研究結論 61 5.2 研究限制 63 5.3 研究建議 65 參考文獻 66 附錄一 72 附錄二 74

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