教育科技新趨勢：學生對 AI 態度轉向負面與數位安全教育的轉型發展

今日重點

• Gen Z 對人工智慧的情緒出現負面轉向：根據最新報告，Gen Z 對 AI 的情緒在過去一年中顯著惡化，在四種測量情緒中的三種皆呈現負面趨勢 [3]chronicle.comTeaching: The students who won’t use AI - The Chronicle of Higher Education“Over the past year, Gen Zers’ sentiment toward AI has grown significantly more negative on three of the four emotions measured in both years,” the report states. “Excitement for AI has dropped 14 percentage points since 2025 and hopefulness has fallen nine p…開啟來源 。具體數據顯示，學生對 AI 的興奮感自 2025 年以來下降了 14 個百分點，而希望感也下降了 9 個百分點 [3]chronicle.comTeaching: The students who won’t use AI - The Chronicle of Higher Education“Over the past year, Gen Zers’ sentiment toward AI has grown significantly more negative on three of the four emotions measured in both years,” the report states. “Excitement for AI has dropped 14 percentage points since 2025 and hopefulness has fallen nine p…開啟來源 。
• 學生主導的網路安全文化建立：在喬治亞州的 DeKalb County 學區，教育者正採取不同於傳統由 IT 部門自上而下指令的做法 [1]govtech.comCoSN 2026: Student-Led Cyber Programs Incentivize Culture of Safety - govtech.comApril 15, 2026 K-12 Education CoSN 2026: Screens for Empowerment, Not Distraction April 14, 2026 · Julia Gilban-Cohen K-12 Education State-Appointed Supt. Envisions 100 AI-Focused Campuses for Houston ISD April 14, 2026 Higher Education Alumnus Donates $1.25M…開啟來源 。該學區任務要求學生領導網路安全意識活動，訓練他們識別並指出不良的安全實踐，藉此鼓勵整個社區的數位安全 [1]govtech.comCoSN 2026: Student-Led Cyber Programs Incentivize Culture of Safety - govtech.comApril 15, 2026 K-12 Education CoSN 2026: Screens for Empowerment, Not Distraction April 14, 2026 · Julia Gilban-Cohen K-12 Education State-Appointed Supt. Envisions 100 AI-Focused Campuses for Houston ISD April 14, 2026 Higher Education Alumnus Donates $1.25M…開啟來源 。
• 教育科技可用性的核心挑戰：研究指出，即使是初衷良好的教育科技產品，若無法在學生所在的情境中發揮作用，也可能無法達到預期效果 [2]edsurge.comWhat Makes Edtech Work for Students [Infographic] - EdSurgeNews About Jobs Collections Research Events Webinars Advertising Voices of Change Sign up for our Newsletters What Makes Edtech Work for Students [Infographic] TweetShare Sign up for our newsletter × TweetShare Like this article? Sign up for our newsletter →…開啟來源 。這強調了教育科技產品在設計上必須符合學生的實際使用需求 [2]edsurge.comWhat Makes Edtech Work for Students [Infographic] - EdSurgeNews About Jobs Collections Research Events Webinars Advertising Voices of Change Sign up for our Newsletters What Makes Edtech Work for Students [Infographic] TweetShare Sign up for our newsletter × TweetShare Like this article? Sign up for our newsletter →…開啟來源 。

趨勢觀察

AI 技術在教育現場的接受度危機

隨著 AI 技術在教育領域的普及，學生端的心理反應正呈現出令人擔憂的變化 [3]chronicle.comTeaching: The students who won’t use AI - The Chronicle of Higher Education“Over the past year, Gen Zers’ sentiment toward AI has grown significantly more negative on three of the four emotions measured in both years,” the report states. “Excitement for AI has dropped 14 percentage points since 2025 and hopefulness has fallen nine p…開啟來源 。Gen Z 對 AI 興奮感與希望感的雙重下降，顯示出技術落地過程中可能存在信任缺失或應用方向不符預期的問題 [3]chronicle.comTeaching: The students who won’t use AI - The Chronicle of Higher Education“Over the past year, Gen Zers’ sentiment toward AI has grown significantly more negative on three of the four emotions measured in both years,” the report states. “Excitement for AI has dropped 14 percentage points since 2025 and hopefulness has fallen nine p…開啟來源 。這意味著教育工作者在推廣 AI 工具時，可能需要更關注如何緩解學生的負面情緒，而非僅僅是技術功能的導入 [3]chronicle.comTeaching: The students who won’t use AI - The Chronicle of Higher Education“Over the past year, Gen Zers’ sentiment toward AI has grown significantly more negative on three of the four emotions measured in both years,” the report states. “Excitement for AI has dropped 14 percentage points since 2025 and hopefulness has fallen nine p…開啟來源 。

從「技術管理」轉向「參與式安全教育」

傳統的校園數位安全多依賴 IT 部門的行政指令，但目前的趨勢顯示出「學生參與」的重要性 [1]govtech.comCoSN 2026: Student-Led Cyber Programs Incentivize Culture of Safety - govtech.comApril 15, 2026 K-12 Education CoSN 2026: Screens for Empowerment, Not Distraction April 14, 2026 · Julia Gilban-Cohen K-12 Education State-Appointed Supt. Envisions 100 AI-Focused Campuses for Houston ISD April 14, 2026 Higher Education Alumnus Donates $1.25M…開啟來源 。透過讓學生承擔起識別安全風險與推廣安全文化的責任，教育機構正試圖將數位安全從單純的技術防禦，轉化為一種由學生驅動的社區文化 [1]govtech.comCoSN 2026: Student-Led Cyber Programs Incentivize Culture of Safety - govtech.comApril 15, 2026 K-12 Education CoSN 2026: Screens for Empowerment, Not Distraction April 14, 2026 · Julia Gilban-Cohen K-12 Education State-Appointed Supt. Envisions 100 AI-Focused Campuses for Houston ISD April 14, 2026 Higher Education Alumnus Donates $1.25M…開啟來源 。這種模式有助於在數位時代建立更具韌性的校園環境 [1]govtech.comCoSN 2026: Student-Led Cyber Programs Incentivize Culture of Safety - govtech.comApril 15, 2026 K-12 Education CoSN 2026: Screens for Empowerment, Not Distraction April 14, 2026 · Julia Gilban-Cohen K-12 Education State-Appointed Supt. Envisions 100 AI-Focused Campuses for Houston ISD April 14, 2026 Higher Education Alumnus Donates $1.25M…開啟來源 。

教育科技產品設計的以人為本需求

教育科技的成功與否，不再僅取決於技術本身的先進程度，更取決於其與學生的互動品質 [2]edsurge.comWhat Makes Edtech Work for Students [Infographic] - EdSurgeNews About Jobs Collections Research Events Webinars Advertising Voices of Change Sign up for our Newsletters What Makes Edtech Work for Students [Infographic] TweetShare Sign up for our newsletter × TweetShare Like this article? Sign up for our newsletter →…開啟來源 。研究顯示，產品必須「在學生所在的地方與他們相遇」（meet students where they are）才能發揮作用 [2]edsurge.comWhat Makes Edtech Work for Students [Infographic] - EdSurgeNews About Jobs Collections Research Events Webinars Advertising Voices of Change Sign up for our Newsletters What Makes Edtech Work for Students [Infographic] TweetShare Sign up for our newsletter × TweetShare Like this article? Sign up for our newsletter →…開啟來源 。這反映出產業未來的挑戰在於：如何縮短技術功能與學生實際學習情境之間的落差，確保科技能真正轉化為學習助力而非干擾 [2]edsurge.comWhat Makes Edtech Work for Students [Infographic] - EdSurgeNews About Jobs Collections Research Events Webinars Advertising Voices of Change Sign up for our Newsletters What Makes Edtech Work for Students [Infographic] TweetShare Sign up for our newsletter × TweetShare Like this article? Sign up for our newsletter →…開啟來源 。