专业指南 / Epidemiology and Health Data Science
流行病学与健康数据科学Epidemiology and Health Data Science
在各校项目名中还会以这些名字出现： Applied Epidemiology · Population Health Data Science
流行病学与健康数据科学学位到底学什么
COVID 把一件事摆到了明面上：那些能读懂曲线、能建模传播、能把健康数据转化为决策的人不可或缺——却又长期短缺。这个领域就是用现代数据科学重建过的流行病学：把统计学、因果推断和机器学习应用到人群健康上。
LSHTM（全球公共卫生的权威机构）开设 Health Data Science MSc；Oxford 是流行病学与统计学的 MSc；Karolinska 是北欧路数的公共卫生流行病学培养方案；Harvard 和 Melbourne 则分别坐镇美国与澳大利亚两条线。
课程内容与量化门槛
流行病学方法与研究设计、医学统计与因果推断、统计编程，以及越来越重的健康数据机器学习。门槛是量化的、货真价实的：默认你对统计不陌生，有编程经历会加分。临床医生、生物学家和量化社科背景的人都能顺利转型；数字不通的人不行。
通向哪里
公共卫生机构和各国 CDC、WHO 与全球健康基金、药企和 CRO 的流行病学团队、部委与保险机构的健康数据部门，以及科研/PhD 通道。这场大流行永久性地抬高了需求基线——如今每一个认真的卫生系统，都在补建它 2019 年还没有的监测与建模能力。
适合谁——不适合谁
适合你，如果……
- 想转向人群尺度分析的临床医生和生物学家
- 想切入公共卫生里资金最充足那块领域的量化背景毕业生
- 正在建设国家监测能力的部委与机构人员——奖学金优先资助的画像
可能不适合，如果……
- 想绕开统计的申请者——方法论内核就是这门课的全部意义
- 想做卫生系统管理的人：请去看那份指南
- 以为这是一门没有流行病学理论的纯数据科学课的人
去哪里读：项目名称地图
五个核实项目：LSHTM 和 Oxford（英国一年制）、Karolinska（北欧两年制）、Harvard 和 Melbourne。LSHTM 这一行与健康信息学地图共享。
| 大学 | 官方项目名称 | 学制 | 学费（国际生） | 经验要求 |
|---|---|---|---|---|
| Chinese University of Hong KongHong Kong | Master of Public Health (MPH) | 12 mo | HKD 226,800 | — |
| George Washington UniversityUnited States | MPH in Global Health Epidemiology and Disease Control | 30 mo | USD 87,525 | — |
| Harvard UniversityUnited States | Master of Science in Epidemiology (SM) | — | USD 58,272/yr | — |
| Imperial College LondonUnited Kingdom | MSc Health Data Analytics and Machine Learning | 12 mo | GBP 47,300 | — |
| Karolinska InstitutetSweden | Master's Programme in Public Health Sciences | 24 mo | SEK 360,000 | — |
| Karolinska InstitutetSweden | Master's Programme in Public Health Sciences (Public Health Epidemiology) | 24 mo | SEK 360,000 | — |
| Khalifa University of Science and TechnologyUnited Arab Emirates | Master of Public Health | — | AED 150,000 | — |
| LMU MunichGermany | Epidemiology (M.Sc.) | 24 mo | — | — |
| London School of Hygiene & Tropical MedicineUnited Kingdom | MSc Health Data Science | 12 mo | GBP 31,450/yr | — |
| McGill UniversityCanada | Master of Science in Public Health | 24 mo | CAD 21,349/yr | — |
| McMaster UniversityCanada | Master of Public Health | — | — | — |
| Monash UniversityAustralia | Master of Public Health | — | AUD 55,900/yr | — |
| National University of SingaporeSingapore | Master of Public Health (MPH) | 12 mo | SGD 27,950–99,800 | — |
| New York UniversityUnited States | MPH in Epidemiology | 24 mo | — | — |
| Universite libre de BruxellesBelgium | Specialized Master in Public Health Methodology | 12 mo | — | — |
| University of BaselSwitzerland | Master of Science in Epidemiology | — | CHF 1,700/yr | — |
| University of Eastern FinlandFinland | Master's Degree Programme in Public Health | 24 mo | EUR 10,000/yr | — |
| University of Hong KongHong Kong | Master of Public Health (MPH) | 12 mo | HKD 231,240 | — |
| University of MelbourneAustralia | Master of Science (Epidemiology) | 24 mo | AUD 56,000/yr | — |
| University of MichiganUnited States | MPH in Global Health Epidemiology | 24 mo | USD 61,264/yr | — |
| University of OxfordUnited Kingdom | MSc in Global Health Science and Epidemiology | 12 mo | GBP 34,820/yr | — |
| University of PortoPortugal | Master's Degree in Public Health | 24 mo | — | — |
| University of TokyoJapan | Master's Program in International Health, School of International Health | 24 mo | JPY 535,800/yr | — |
| University of TorontoCanada | Master of Public Health (Epidemiology) | — | CAD 50,530/yr | — |
| University of ZurichSwitzerland | Master of Science in Biostatistics | — | CHF 1,640/yr | — |
每一行均对照官方项目页核实；最早核实于 2026年7月16日. 本站不存在任何付费排名或付费收录。
申请策略与资助路线
LSHTM 和 Oxford 是符合 Chevening 规则的一年制声望入口——LSHTM 这块招牌就是这个领域的黄金标准。Karolinska（SEK 360,000，Swedish Institute）提供两年制的培养方案；Harvard 和 Melbourne 分别对接美国（Fulbright）和澳大利亚（Australia Awards）两条路线。监测能力建设的叙事——"我国的疫情应对之所以失败，缺的正是这套技能"——是 2020 年之后最锋利的奖学金定位之一。
哪个奖学金覆盖哪个项目
依据各奖学金公开规则（目的地、学位层级、课程长度）计算——非资格保证；名单制奖学金仍需核对官方名单。
- Chinese University of Hong Kong — study destination outside the scheme
- George Washington University — study destination outside the scheme
- Harvard University — study destination outside the scheme
- Imperial College London
- Karolinska Institutet — study destination outside the scheme
- Karolinska Institutet — study destination outside the scheme
- Khalifa University of Science and Technology — study destination outside the scheme
- LMU Munich — study destination outside the scheme
- London School of Hygiene & Tropical Medicine
- McGill University — study destination outside the scheme
- McMaster University — study destination outside the scheme
- Monash University — study destination outside the scheme
- National University of Singapore — study destination outside the scheme
- New York University — study destination outside the scheme
- Universite libre de Bruxelles — study destination outside the scheme
- University of Basel — study destination outside the scheme
- University of Eastern Finland — study destination outside the scheme
- University of Hong Kong — study destination outside the scheme
- University of Melbourne — study destination outside the scheme
- University of Michigan — study destination outside the scheme
- University of Oxford
- University of Porto — study destination outside the scheme
- University of Tokyo — study destination outside the scheme
- University of Toronto — study destination outside the scheme
- University of Zurich — study destination outside the scheme
- Chinese University of Hong Kong — study destination outside the scheme
- George Washington University — study destination outside the scheme
- Harvard University — study destination outside the scheme
- Imperial College London
- Karolinska Institutet — study destination outside the scheme
- Karolinska Institutet — study destination outside the scheme
- Khalifa University of Science and Technology — study destination outside the scheme
- LMU Munich — study destination outside the scheme
- London School of Hygiene & Tropical Medicine
- McGill University — study destination outside the scheme
- McMaster University — study destination outside the scheme
- Monash University — study destination outside the scheme
- National University of Singapore — study destination outside the scheme
- New York University — study destination outside the scheme
- Universite libre de Bruxelles — study destination outside the scheme
- University of Basel — study destination outside the scheme
- University of Eastern Finland — study destination outside the scheme
- University of Hong Kong — study destination outside the scheme
- University of Melbourne — study destination outside the scheme
- University of Michigan — study destination outside the scheme
- University of Oxford
- University of Porto — study destination outside the scheme
- University of Tokyo — study destination outside the scheme
- University of Toronto — study destination outside the scheme
- University of Zurich — study destination outside the scheme
常见问题
流行病学和健康数据科学，有区别吗？
两者已经融合：现代流行病学就是带着研究设计严谨性的数据科学。这些项目两样都教；如今的区别在于侧重（Oxford 偏经典流行病学，LSHTM 偏数据科学），而非本质。
必须是临床医生才能申吗？
不必——同一届学生里既有临床医生，也有生物学家、统计学家和量化社科背景的人。你需要的是量化上的准备；医学学位帮你理解语境，而不是帮你拿到录取。
哪些奖学金适配？
LSHTM 和 Oxford 走 Chevening/Commonwealth；Karolinska 走 Swedish Institute；Harvard 走 Fulbright；Melbourne 走 Australia Awards。
相关领域
数据来源
官方项目页面（见上表逐行链接）· 奖学金官方规则与参与项目名单 · 大学招生章程。每行数据均记录来源 URL 与核实日期；过期数据将复核或下架。
Global Study Prep 是独立站点，与任何大学或奖学金项目均无隶属关系。项目信息随时变动——申请前请务必以官方页面为准。