Gerald Kuo is a doctoral student in the Doctoral Program in Business Administration, College of Management, Fu Jen Catholic University, Taiwan. His academic interests include health care management, long-term care systems, sport and health promotion, AI governance in clinical and community settings, and elder care policy.

郭冠廷目前就讀於天主教輔仁大學商學研究所博士班，研究領域涵蓋醫療與長照管理、長期照顧制度、運動健康促進（Sport & Health）、醫動養整合照護理念（Integrated Medical–Movement–Wellness）、AI 在醫療與社區照顧場域的治理，以及高齡政策。

He is affiliated with the Home Health Care Charity Association, contributing to elder day-care operations and cross-professional care coordination with families, nurses, social workers, and community physicians.

他同時服務於社團法人居家健康關懷公益協會，投入長者日間照顧中心的營運管理，並與家屬、護理、社工與社區醫師合作，關注高齡者的健康、日常功能與在地安老支持系統。

His long-term work focuses on improving elder care quality, reducing administrative burden on clinicians, integrating sport-health approaches into long-term care, and building sustainable service models through data, technology, and interdisciplinary collaboration.

他的研究核心包括：提升高齡照顧品質、降低臨床人員行政負荷、推動運動健康介入於長照場域、以及透過跨域合作與資料治理，建立可長期運作的服務模式。

Gerald also studies how emerging AI tools can support aging clinical workforces, enhance care workflows, and strengthen trust between care systems and the public.

他特別關注 AI 工具如何支持高齡化的臨床工作者、改善照護流程、並在醫療與長照體系與民眾之間重建信任。

Different English forms used across publications and platforms (same person):

• Gerald Kuo
• KuanTing Kuo
• K.T. Kuo
• Kuo, Kuan-Ting
• Kuo, K.T.

（以上為不同出版格式、平台需求而使用之英文姓名變體。）

• Email：pro@geraldkuo.com
• Facebook：Gerald Kuo（郭冠廷）
• KevinMD Author Page：Gerald Kuo on KevinMD

當語音 AI 成為陪伴者：保護尊嚴與重塑居家安老的人機協作

• Author: Kuo, K.-T. (Gerald Kuo)
• Journal: Research Connections
• Publisher: Oxford University Press (OUP)
• Year: 2026
• DOI: https://doi.org/10.1093/rescon/vmag017

本文探討語音 AI（Voice-based AI）在居家安老場域中，如何從單純的「工具」轉變為「陪伴者」的角色。研究核心聚焦於兩大面向：

1. Dignity Protection (尊嚴保護): 在自動化監測與日常互動中，如何確保高齡者的主體性與隱私。
2. Human-AI Collaboration (人機協作): 重新定義 AI、高齡者及其照護網絡之間的協作關係，而非單向的技術介入。

Artificial Intelligence in Healthcare, Aging-in-Place, Digital Ethics, Human-AI Interaction, Gerontechnology

Kuo, K.-T. (2026). When voice-based AI becomes a companion: Protecting dignity and reimagining human–AI collaboration in aging-in-place. Research Connections. Oxford University Press. https://doi.org/10.1093/rescon/vmag017

• 個人簡介（CV / Resume）
• Timeline / 學習與職涯歷程

Doctoral Student
Graduate Institute of Business Administration
Fu Jen Catholic University
New Taipei City, Taiwan

• ORCID: https://orcid.org/0009-0001-2221-5948

Gerald Kuo is a doctoral researcher focusing on artificial intelligence in healthcare, digital health governance, and aging societies. His work explores how emerging technologies reshape long-term care systems, aging-in-place strategies, and preventive health models.

• Artificial Intelligence in Healthcare
• Digital Health Governance
• Aging-in-Place and Long-Term Care Systems
• Gerontechnology and Preventive Aging
• Health Policy and Health System Sustainability

• PhD Student, Graduate Institute of Business Administration, Fu Jen Catholic University, Taiwan

• Vice Director, Taiwan Home Health Care Charity Association

• Kuo, K.-T. (2026). When Voice-Based AI Becomes a Companion: Protecting Dignity and Reimagining Human–AI Collaboration in Aging-in-Place. Research Connections (Oxford University Press).

• Refocusing Long-Term Care Policies: Integrating Medicine, Exercise and Nutrition. Taipei Times, Feb 9, 2026.
• Frailty and Functional Decline: Why Diagnosis Is Not Enough. KevinMD, Feb 10, 2026.

Community engagement in elder-care services and volunteer health programs. Collaboration with clinicians, nurses, family caregivers, and community physicians in community-based long-term care settings.

• AI governance in healthcare
• Digital health ethics
• Long-term care systems
• Gerontechnology
• Health system sustainability
• Healthcare management

• Artificial intelligence in healthcare
• Digital health governance
• Aging-in-place and long-term care
• Health system management
• Healthcare policy

• Email: k0933523053@gmail.com
• Email: gerald@hhcctw.org, 414088028@cloud.fju.edu.tw
• KevinMD Author Page: https://kevinmd.com/post-author/gerald-kuo
• Storm Media Author Page: https://www.storm.mg/author/15966

1. Bringing Health into Everyday Life: Spatial Design and Front-End Governance in an Aging Society
   (〈自由開講〉讓健康走進生活：從空間設計談高齡社會的前端治理)
   https://talk.ltn.com.tw/article/breakingnews/5328285
2. Why Can Long-Term Care 3.0 Be Priced While Social Workers and Caregivers Are Expected to Bear Unlimited Responsibility?
   (〈自由開講〉為何長照3.0能計價，社工與照顧者卻要無限承擔？)
   https://talk.ltn.com.tw/article/breakingnews/5333790
3. Why Do Older Adults in Taiwan Visit Doctors So Often, Yet Still Spend an Average of Eight Years Bedridden?
   (〈自由開講〉為什麼台灣長輩這麼會看醫生，卻還是平均臥床八年？)
   https://talk.ltn.com.tw/article/breakingnews/5336012
4. Choosing a Major: A Warning Sign Before College Entrance Exam Results Are Released
   (〈自由開講〉選什麼科系：學測成績公布前的警訊)
   https://talk.ltn.com.tw/article/breakingnews/5337392
5. Health Is a Sense of Everyday Life: Taiwan‘s Aging Gap Through Google Search Trends
   (〈自由開講〉健康是生活感！從Google熱搜看台灣高齡缺口)
   https://talk.ltn.com.tw/article/breakingnews/5320977
6. When “Speed” Becomes a Luxury: Reflecting on the Rigidity of Taiwan‘s Medical Administration Through the Milan Winter Olympics
   (〈自由開講〉當「速度」成為奢求：從米蘭冬奧反思台灣醫療行政的僵化)
   https://talk.ltn.com.tw/article/breakingnews/5344273
7. Taiwan Faces a Global Downgrade in “Digital Trust”
   (〈自由開講〉台灣面臨全球「數位信用」降級危機)
   https://talk.ltn.com.tw/article/breakingnews/5322702
8. Watching the Game, Shouting Youth Back to Life: Sports Viewing as the Best Form of Emotional Rehabilitation for Older Adults
   (〈自由開講〉看的是球賽，吼的是青春：長輩觀賽是最好的「心靈復健」)
   https://talk.ltn.com.tw/article/breakingnews/5320231
9. From Alex Honnold‘s Free Solo Climb of Taipei 101 to the “Resilience Engineering” of a Super-Aged Taiwan
   (〈自由開講〉從霍諾德徒手攀101，看台灣超高齡社會的「韌性工程」)
   https://talk.ltn.com.tw/article/breakingnews/5321619
10. Exercise Is a Gentler Prescription Than Medication: Reflections on Long-Term Care After the Cold Wave
    (〈自由開講〉運動是比藥物更溫柔的處方：寒流後的長照反思)
    https://talk.ltn.com.tw/article/breakingnews/5304656
11. From Fragmented Care to Total Care: What Does an Aging Society Really Lack?
    (〈自由開講〉從碎片照護走向全照顧：高齡社會真正缺的是什麼？)
    https://talk.ltn.com.tw/article/breakingnews/5301392
12. A New Building at Taipei Main Station Is Not Just a Building, but a Lens for Urban Narrative
    (〈自由開講〉站前新建築不只是「一棟樓」，而是城市敘事的「鏡頭」)
    https://talk.ltn.com.tw/article/breakingnews/5292084
13. It Is Not Just the Perpetrator: Algorithmic Bias, Public Space, and the Structural Risks of Violent Incidents
    (〈自由開講〉不是只有兇手：演算法偏誤、公共空間與暴力事件的結構性風險)
    https://talk.ltn.com.tw/article/breakingnews/5285864
14. Care Workers Are Tied Down While Delivery Workers Are Left Adrift: The Dual Contradictions of Taiwan‘s Labor Policy
    (〈自由開講〉照服員被綁死、外送員被放生：台灣勞動政策的雙軌矛盾)
    https://talk.ltn.com.tw/article/breakingnews/5277985
15. A Medical School Cannot Be Without a Teaching Hospital: Institutional Blind Spots from the Experience of Fu Jen University Hospital
    (〈自由開講〉醫學系不能沒有教學醫院：從輔大建院經驗談制度盲點)
    https://talk.ltn.com.tw/article/breakingnews/5280352
16. After Wenzizhen, What Kind of Public Infrastructure Does New Taipei Still Need?
    (〈自由開講〉溫仔圳之後，新北還缺什麼樣的公共建設？)
    https://talk.ltn.com.tw/article/breakingnews/5283878
17. When Academic Integrity Meets Data Protection: How Should Student Assignment Data Be Governed?
    (〈自由開講〉當學術誠信遇上個資保護，學生作業資料如何治理)
    https://talk.ltn.com.tw/article/breakingnews/5281558
18. When Random Violence Happens in a Metro Station, What We Need to Reflect On Is More Than Public Safety
    (〈自由開講〉當隨機暴力發生在捷運站，我們該反思的不是只有治安)
    https://talk.ltn.com.tw/article/breakingnews/5285107
19. Violence Must Not Fall Upon Our Most Precious Physicians Again
    (〈自由開講〉暴力不能再落在我們最珍貴的醫師身上)
    https://talk.ltn.com.tw/article/breakingnews/5251408
20. The Attack on Fu Jen University Hospital as an Extreme Example of “Misplaced Justice”
    (〈自由開講〉輔大醫院攻擊事件：「正義錯位」極端寫照)
    https://talk.ltn.com.tw/article/breakingnews/5251042
21. When the Young Run Ahead and the Elderly Walk Slowly: Who Will Bridge the Long-Term Care Gap?
    (〈自由開講〉 當年輕世代奔馳、長輩緩行 誰來補上長照斷層？)
    https://talk.ltn.com.tw/article/breakingnews/5335868
22. The Equation of Old Age: When the Degrees of Freedom in Life Shrink, How Do We Find the Optimal Path?
    (〈自由開講〉 幾何學家的老後算式：當生命自由度變少，如何求出最佳解？)
    https://talk.ltn.com.tw/article/breakingnews/5323763
23. Missiles in the Middle East, a crisis in the pharmacy: Do not let elders’ pillboxes become casualties of great-power games
    (自由開講》飛彈在中東，危機在藥局：別讓長輩的藥盒成大國博弈犧牲品)
    Liberty Times Net – Talk, Mar 2026
    https://talk.ltn.com.tw/article/breakingnews/5359727
24. In life’s overtime, exercise determines dignity
    (自由開講》在人生的延長賽裡 運動決定尊嚴)
    Liberty Times Net – Talk, Mar 2026
    https://talk.ltn.com.tw/article/breakingnews/5329998
25. When the young run ahead and the elderly walk slowly: Who will bridge the long-term care gap?
    (自由開講》當年輕世代奔馳、長輩緩行 誰來補上長照斷層？)
    Liberty Times Net – Talk, Mar 2026
    https://talk.ltn.com.tw/article/breakingnews/5335868

1. Refocusing Long-Term Care Policies: Integrating Medicine, Exercise, and Nutrition
   (〈重新校準長期照顧政策：從醫動養出發〉)
   Taipei Times Editorials, Feb 9, 2026
   https://www.taipeitimes.com/News/editorials/archives/2026/02/09/2003851997
2. Exercise Is a Gentler Prescription Than Medication: Reflections on Long-Term Care After the Cold Wave
   (〈自由開講》運動是比藥物更溫柔的處方：寒流後的長照反思〉)
   Liberty Times, Jan 24, 2026
   https://talk.ltn.com.tw/article/breakingnews/5304656
3. Frailty and Functional Decline: Why Diagnosis Is Not Enough
   (〈衰弱與功能退化：為何單靠診斷仍然不足〉)
   KevinMD, Feb 10, 2026
   https://kevinmd.com/2026/02/frailty-and-functional-decline-why-diagnosis-is-not-enough.html

1. Shang Qing Forum: A New Southbound Path — Exporting Taiwan’s Medical Experience as a Strategic Opportunity
   (尚青論壇》新南向出路 台灣輸出醫療經驗成亮點)
   China Times Opinion, Dec 23, 2025
   https://www.chinatimes.com/opinion/20251223004215-262114
2. Caring for the Healthy: Rethinking the Role of Medical Space
   (照護健康者 解放醫療空間)
   China Times, 2025
3. Shang Qing Forum: Caring for the Not-Yet-Ill — Reimagining the Structure of Healthcare Space
   (尚青論壇》照護未生病者健康 解放醫療空間樣貌)
   China Times Opinion, Dec 09, 2025
   https://www.chinatimes.com/opinion/20251209001755-262114
4. Hai Na Bai Chuan: The Distance Between AI and HI — Reflections After the Attack on a Physician at Fu Jen University Hospital
   (海納百川》AI與HI的距離：從輔大醫師遇襲談起)
   China Times Opinion, Nov 18, 2025
   https://www.chinatimes.com/opinion/20251118001449-262110
5. AI care illusion: When a mother believes she is talking with her son
   (海納百川》AI陪伴的照護錯覺：當媽媽以為在跟兒子聊天)
   China Times Opinion, Mar 08, 2026
   https://www.chinatimes.com/opinion/20260308002129-262110
6. AI care illusion
   (AI照護錯覺)
   China Times 輿情瞭望, Mar 09, 2026
   https://www.chinatimes.com/newspapers/20260309000573-260109

1. The hidden dangers of AI voice assistants in elder care
   (AI語音助理在長者照護中的隱藏風險)
   KevinMD, Mar 07, 2026
   https://kevinmd.com/2026/03/the-hidden-dangers-of-ai-voice-assistants-in-elder-care.html
2. Physician burnout and gaming: Why doctors turn to video games
   (醫師倦怠與電玩：為何醫師轉向遊戲)
   KevinMD, Feb 27, 2026
   https://kevinmd.com/2026/02/physician-burnout-and-gaming-why-doctors-turn-to-video-games.html
3. Why smaller hospitals may be faster for cancer diagnosis
   (為何小型醫院可能更快完成癌症診斷)
   KevinMD, Feb 15, 2026
   https://kevinmd.com/2026/02/why-smaller-hospitals-may-be-faster-for-cancer-diagnosis.html
4. Frailty and functional decline: Why diagnosis is not enough
   (衰弱與功能退化：為何只有診斷還不夠)
   KevinMD, Feb 10, 2026
   https://kevinmd.com/2026/02/frailty-and-functional-decline-why-diagnosis-is-not-enough.html
5. Social work accountability: The danger of hindsight bias
   (社會工作問責：後見之明偏誤的危險)
   KevinMD, Feb 05, 2026
   https://kevinmd.com/2026/02/social-work-accountability-the-danger-of-hindsight-bias.html
6. Why dietary advice changes: It is not the food, it is the world
   (為何飲食建議會改變：改變的不是食物，而是世界)
   KevinMD, Feb 02, 2026
   https://kevinmd.com/2026/02/why-dietary-advice-changes-it-is-not-the-food-it-is-the-world.html
7. Anne-Sophie Mutter, John Williams, and the art of aging
   (安娜-蘇菲．穆特、約翰．威廉斯與老化的藝術)
   KevinMD, Jan 28, 2026
   https://kevinmd.com/2026/01/anne-sophie-mutter-john-williams-and-the-art-of-aging.html
8. Physician retirement: A cultural shift from system to self
   (醫師退休：從體制走向自我的文化轉變)
   KevinMD, Jan 25, 2026
   https://kevinmd.com/2026/01/physician-retirement-a-cultural-shift-from-system-to-self.html
9. 10,000 steps before lunch: How a retired doctor models prevention
   (午餐前一萬步：一位退休醫師如何示範預防醫學)
   KevinMD, Jan 21, 2026
   https://kevinmd.com/2026/01/10000-steps-before-lunch-how-a-retired-doctor-models-prevention.html
10. The emotional labor of volunteering in an aging society
    (高齡社會中的志工情緒勞動)
    KevinMD, Jan 19, 2026
    https://kevinmd.com/2026/01/the-emotional-labor-of-volunteering-in-an-aging-society.html
11. Taiwan’s “Yi-Dong-Yang”: A preventive aging model for super-aged societies
    (台灣「醫動養」：超高齡社會的預防老化模式)
    KevinMD, Jan 16, 2026
    https://kevinmd.com/2026/01/taiwans-yi-dong-yang-a-preventive-aging-model-for-super-aged-societies.html
12. Technology for older adults: Why messaging apps are a lifeline
    (高齡者科技：為何通訊軟體是生命線)
    KevinMD, Jan 07, 2026
    https://kevinmd.com/2026/01/technology-for-older-adults-why-messaging-apps-are-a-lifeline.html
13. Why home-based care fails without integrated medication and nutrition
    (為何缺乏藥物與營養整合的居家照護會失敗)
    KevinMD, Jan 04, 2026
    https://kevinmd.com/2026/01/why-home-based-care-fails-without-integrated-medication-and-nutrition.html
14. The role of operations research in health care crisis management
    (作業研究在醫療危機管理中的角色)
    KevinMD, Jan 01, 2026
    https://kevinmd.com/2026/01/the-role-of-operations-research-in-health-care-crisis-management.html
15. Sustainable health care innovation: Why pilot programs fail
    (永續醫療創新：為何試辦計畫常常失敗)
    KevinMD, Dec 25, 2025
    https://kevinmd.com/2025/12/sustainable-health-care-innovation-why-pilot-programs-fail.html
16. When hospitals act like platforms, clinicians become content
    (當醫院像平台運作，臨床人員就成了內容)
    KevinMD, Dec 23, 2025
    https://kevinmd.com/2025/12/when-hospitals-act-like-platforms-clinicians-become-content.html
17. Public violence as a health system failure and mental health signal
    (公共暴力作為醫療體系失靈與心理健康警訊)
    KevinMD, Dec 20, 2025
    https://kevinmd.com/2025/12/public-violence-as-a-health-system-failure-and-mental-health-signal.html
18. How to keep the soul of medicine alive in a scaling system
    (如何在擴張中的體系裡保住醫學的靈魂)
    KevinMD, Dec 18, 2025
    https://kevinmd.com/2025/12/how-to-keep-the-soul-of-medicine-alive-in-a-scaling-system.html
19. Preserving clinical judgment in the age of clinical AI tools
    (在臨床AI工具時代保護臨床判斷)
    KevinMD, Dec 15, 2025
    https://kevinmd.com/2025/12/preserving-clinical-judgment-in-the-age-of-clinical-ai-tools.html
20. Why senior-friendly health materials are essential for access
    (為何高齡友善健康教材對可近性至關重要)
    KevinMD, Dec 14, 2025
    https://kevinmd.com/2025/12/why-senior-friendly-health-materials-are-essential-for-access.html
21. How regulations restrict long-term care workers in Taiwan
    (法規如何限制台灣長照工作者)
    KevinMD, Dec 12, 2025
    https://kevinmd.com/2025/12/how-regulations-restrict-long-term-care-workers-in-taiwan.html
22. Why the cannabis ethics debate is really about human suffering
    (為何大麻倫理辯論本質上是在談人類苦難)
    KevinMD, Dec 10, 2025
    https://kevinmd.com/2025/12/why-the-cannabis-ethics-debate-is-really-about-human-suffering.html
23. Preventive health care architecture: A global lesson
    (預防醫療體系架構：一堂全球性的課)
    KevinMD, Dec 08, 2025
    https://kevinmd.com/2025/12/preventive-health-care-architecture-a-global-lesson.html
24. Physician boundaries: When compassion causes harm
    (醫師界線：當同情造成傷害)
    KevinMD, Dec 06, 2025
    https://kevinmd.com/2025/12/physician-boundaries-when-compassion-causes-harm.html
25. Community hospital innovation: A survival story
    (社區醫院創新：一個求生故事)
    KevinMD, Dec 04, 2025
    https://kevinmd.com/2025/12/community-hospital-innovation-a-survival-story.html
26. Medical statistics errors: How bad data hurts clinicians
    (醫療統計錯誤：壞資料如何傷害臨床人員)
    KevinMD, Nov 27, 2025
    https://kevinmd.com/2025/11/medical-statistics-errors-how-bad-data-hurts-clinicians.html
27. AI in medical imaging: When algorithms block the view
    (醫學影像中的AI：當演算法遮住了視野)
    KevinMD, Nov 18, 2025
    https://kevinmd.com/2025/11/ai-in-medical-imaging-when-algorithms-block-the-view.html
28. Protecting elder clinicians from violence
    (保護高齡臨床人員免於暴力)
    KevinMD, Nov 15, 2025
    https://kevinmd.com/2025/11/protecting-elder-clinicians-from-violence.html