國內對於自律學習（self-regulation learning）的研究甚多，但尚缺乏一統合性之研究，故本研究以性別為主變項，使用後設分析法，使用臺灣博碩士論文知識加值系統與臺灣期刊論文索引系統內的文獻為樣本，探討影響臺灣學生自律學習表現之因素。 本研究發現臺灣兩性學生自律學習之差異達顯著，女生自律學習表現優於男生。採用固定模式進行調節變項分析時，首先發現，使用不同的發表方式對於兩性間自律學習差異未達顯著影響，代表可以將三者採不同方式發表之論文同時進行分析；再者不同的學習階段、地區、學習科目、自律學習模式、發表時期與樣本大小則對兩性間自律學習差異達顯著影響。本研究則針對以上六個變項再進行事後比較，探討其中之差異。 根據分析結果，本研究結論有以下四點：（一）臺灣女學生自律學習表現顯著優於男生，唯獨高中職階段女生的自律學習優勢削弱；（二）男生自律學習並非絕對弱勢，透過實作經驗的自律學習模式，可以顯著提升男生自律學習表現；（三）在國語文與英語文兩個科目中，兩性間自律學習差異顯著大於社會科與數學科；（四）採取大樣本以及全國抽樣時，可減少抽樣誤差，降低兩性自律學習差異之結果。

英語為目前使用的最為普遍的國際語言，英語能力已成為每個學生都需要養成的基本能力，而英語字彙的學習，更是學好英語的最重要基礎，因此如何幫助學生學好英語也就越顯重要。 隨者資訊科技日新月異的發展，透過電腦輔助語言學習已成為發展趨勢，近年來利用自律機制輔助數位學習的研究，已證實自律機制有助於提升學習成效，然而目前仍少有研究將自律學習機制應用於英語學習，特別是英語字彙學習。因此本研究所發展一「具自律學習機制支援之英語字彙學習APP」，可以讓學習者監控並提醒自己所設定的英語字彙自律學習目標，希望藉由敦促學習者達成自己所設定的自律學習目標，促進學生利用零碎時間學習，提升學習者的英語字彙學習成效。為了驗證「具自律學習機制支援之英語字彙學習APP」是否有助於提升英語字彙學習成效，本研究隨機選取國小六年級二個班級學生為研究對象，將其中一班隨機分派為採用「具自律學習機制支援之英語字彙學習APP」的實驗組，另一班為採用「無自律學習機制支援之英語字彙學習APP」的控制組，分別進行為期三週的英語字彙學習活動。實驗結果發現： (1).實驗組學習者學習成效及學習動機顯著優於控制組學習者 (2)實驗組場地相依學習者學習成效及學習動機顯著優於控制組場地相依學習者 (3).實驗組男性學習者在學習成效及學習動機均顯著優於控制組男性學習者 (4).實驗組女性學習者在學習成效及學習動機均顯著優於控制組女性學習者 (5).實驗組學習者進行自律學習後的學習成效及學習動機均顯著提升 (6).實驗組女性學習者學習成效及學習態度優於實驗組男性學習者 綜合本研究之研究結果，建議未來可以延長實驗時間，進行自律鷹架的去除，瞭解學生是否會因此養成自律學習的能力。此外根據學生的回應，希望APP中具休閒的功能，故亦可往遊戲化學習方向進行研究。 關鍵字： 自律學習(Self-regulated Learning)、學習成效(Learning Performance)、認知風格(Cognitive Style)、英語字彙學習(English Vocabulary Learning) / English is currently the commonest international language. English competence has become the basic competence of each student. English vocabulary learning is a primary basis to learn English well. How to help students learn English well therefore becomes more important. Following the changeable development of information technology, computer assisted language learning has become a development trend. Research on utilizing self-regulatory mechanisms for e-learning proved that self-regulatory mechanism could enhance learning performance. Nonetheless, there is little research on the application of self-regulatory learning mechanism to English learning, particularly to English vocabulary learning. For this reason, a “self-regulatory learning supported English vocabulary learning APP” is developed in this study, allowing learners monitoring and reminding themselves of the preset English vocabulary self-regulatory learning goal. It is expected to promote learners’ English vocabulary learning performance by urging learners to achieve the preset self-regulatory learning goal and enhance students learning with trial time. To verify that the “self-regulatory learning supported English vocabulary learning APP” could enhance English vocabulary learning performance, two classes of G6 students are randomly selected as the research subjects. A class is randomly assigned as the experiment group with the “self-regulatory learning supported English vocabulary learning APP”, and the other class is the control group without the “self-regulatory learning supported English vocabulary learning APP” for the three-week English vocabulary learning. The experiment findings show that (1) Learners in the experiment group present significantly better learning performance and learning motivation than those in the control group. (2) Site-dependent learners in the experiment group show remarkably better learning performance and learning motivation than those in the control group. (3) Male learners in the experiment group reveal notably better learning performance and learning motivation than male learners in the control group. (4) Female learners in the experiment group appear significantly beter learning performance and learning motivation than femal learners in the control group. (5) Learners in the experiment group remarkably enhance the learning performance and learning motivation after the self-regulatory learning. (6) Femal learners in the experiment group reveal better learning performance and learning attitudes than male learners in the experiment group. Summing up the research results, it is suggested that the future experiment time could be extended and the self-regulatory scaffolding could be removed to understand whether students would cultivate the self-regulatory learning ability. According to the students’ responses, it is further expected that the APP could show the function of leisure. In this case, the gamification of learning could be studied in the future. Keywords：Self-regulated Learning, Learning Performance, Cognitive Style, English Vocabulary Learning

有鑑於數位閱讀已逐漸成為閱讀發展的新趨勢，許多研究著手於發展相關的閱讀系統或設備來輔助學習者進行閱讀學習。此外，如何幫助學生在進行英文閱讀學習時，增加對於文章的理解，已經成為很重要的研究課題。而基於網路學習環境進行數位閱讀學習時，學習者常常需要進行自主學習，因此學習者個人的自律學習能力成為影響數位閱讀學習成效的關鍵因素。本研究旨在探討運用具自律學習機制的閱讀標註系統是否具有提升國中英語閱讀學習成效的效益，研究採用準實驗研究法，以桃園縣某國中七年級二班的學生，分成實驗組與控制組，實驗組與控制組分別以「具自律學習機制的閱讀標註系統學習」及「不具自律學習機制的閱讀標註系統學習」進行英語閱讀學習，經過實驗處理後，接受「閱讀測驗後測」，以比較兩組學生在閱讀學習成效上的差異性，輔之以問卷調查實驗組學生對課程活動的態度看法，並以訪談作質性資料分析。最後，根據研究結果提出具體建議，以提供未來研究與教師在運用具自律學習機制之數位閱讀標註系統融入閱讀教學時之參考。本研究得到的研究結論如下： 一、 實驗組學習者採用具自律學習機制之數位閱讀標註系統，其英語閱讀學習成效顯著優於採用不具自律學習機制之數位閱讀標註系統的控制組學習者。 二、 實驗組學習者採用具自律學習機制之數位閱讀標註系統，其閱讀標註能力顯著優於採用不具自律學習機制之數位閱讀標註系統的控制組學習者。 三、 實驗組學習者中不同自律能力學習者其閱讀學習成效具有顯著差異。 四、 實驗組學習者中不同自律能力學習者其閱讀標註能力具有顯著差異。 五、 實驗組學習者中閱讀學習成效與閱讀標註能力有顯著相關且自律能力與學習成效呈現正相關 關鍵字：自律學習、數位閱讀、閱讀標註、閱讀學習成效 / In the consideration of that digital reading has become a new trend of reading development; many studies were conducted to develop related reading systems or equipments to assist learners on learning of reading. Moreover, how to help students improve comprehension while reading English is an important topic for research. Based on the characteristics of digital reading in the e-learning environment, in which learners often need self-regulated learning, the ability of self-regulated learning has become a key factor that affects the learning effects of reading. The purpose of the present study was to investigate whether the application of reading annotation system with self-regulated learning could increase the learning effects of English reading for junior high school students. The present study adopted quasi-experimental design method and the subjects were two classes of seventh graders in a junior high school in Taoyuan County. There were divided into experimental group and control group to learn English through reading, and were instructed respectively with “reading annotation system learning with self-regulated learning” and “reading annotation system learning without self-regulated learning.” After the experiment, “reading post-test” was conducted to compare the learning effects of reading for these two groups of students. Students in the experimental group were also surveyed by questionnaires and interviewed for qualitative data analysis. Finally, the researcher made suggestions according to the research results as references for future studies and for teachers who want to apply reading annotation system with self-regulated learning to reading instruction. The results of the present study were as the following: 1. The learning effects of English reading for learners in the experimental group with self-regulated reading annotation system were significantly greater than those who were in the control group without self-regulated reading annotation system. 2. The ability of reading annotation of the learners in the experimental group with self-regulated reading annotation system were significantly greater than those who were in the control group without self-regulated reading annotation system. 3. There were significant differences among the learning effects of reading for learners in the experimental group with different ability of self-regulated learning. 4. There were significant differences among the ability of reading annotation for learners in the experimental group with different ability of self-regulated learning. 5. For the learners in the experimental group, the learning effects of reading were significantly related to the ability of reading annotation; the ability of self-regulated learning was positively correlated with learning effects. Keywords: self-regulated learning, digital reading, reading annotation, learning effects of reading

課後學生自主的時間能否自己自律繼續學習，是值得關注的議題。本研究欲瞭解學生從國中到高中自律學習發展情況，以台灣教育長期追蹤資料庫的2939追蹤樣本，進行潛在成長曲線模型分析，結果發現： （1）兩性學生從國中到高中的自律學習發展並無顯著差異。 （2）台灣學生從國中到高中的自律學習呈現遞增狀況。 （3）國中高自律學習的學生到高中的自律學習成長有限；而國中低自律學習的學生到高中自律學習成長幅度較大。 （4）學生家庭社經地位越高、父母學校參與和接納的程度越高，學生國中時期的自律學習情況會越好；但是學生家庭社經地位越高、父母學校參與程度越高，對於學生國中到高中自律學習成長有限，至於父母接納則無顯著影響關係 （5）國中自律學習良好的學生，有較良好的分析能力；但是高中學生的自律學習無法有效預測其分析能力。 依據上述研究結果將提出相關結論與建議以供參考。