Employer Reputation Surveys: Why QS Is the Only Major Ranking With This Indicator | 雇主声誉调查：QS 为何是唯一设置该指标的主要排名

2026-10-15 08:20 · 本文部分内容由AI辅助创作

📚 Employer Reputation Surveys: Why QS Is the Only Major Ranking With This Indicator | 雇主声誉调查：QS 为何是唯一设置该指标的主要排名

Every year, millions of students, parents and recruiters consult global university rankings. Yet very few people can say which of those rankings actually asks employers what they think. The short answer is: among the four dominant global tables - QS, THE, ARWU and U.S. News - only QS builds a direct employer survey into its headline score. This article explains what the QS Employer Reputation indicator measures, how the survey is run, why the other major rankings deliberately avoid it, and what A-Level students should realistically do with the number.

每年都有数以百万计的学生、家长和招聘方查阅全球大学排名，但很少有人能说清楚：这些排名里，究竟哪一个真的去问了雇主怎么看。简短的回答是：在 QS、THE、ARWU 与 U.S. News 这四大主流全球榜单中，只有 QS 把直接的雇主调查纳入了总评分。本文将解释 QS 雇主声誉指标到底测的是什么、调查如何执行、其他主要排名为何刻意不采用它，以及 A-Level 学生应当如何理性地使用这个数字。

1. Why Rankings Matter to A-Level Applicants | 为什么排名对 A-Level 申请者重要

For an A-Level student, the ranking conversation usually starts in Year 12, when the UCAS shortlist is being built. Rankings are not admissions requirements, but they quietly shape decisions: which open days to attend, which five choices to submit, which country to study in, and how a degree will be read by employers in Shanghai, Singapore, Dubai or London four years later.

对 A-Level 学生来说，排名的讨论通常从 Year 12 开始，也就是在拟定 UCAS 申请名单的时候。排名并不是录取要求，但它会悄悄影响决策：去参加哪些开放日、提交哪五个志愿、去哪个国家读书，以及四年后这份学位在上海、新加坡、迪拜或伦敦的雇主眼中意味着什么。

The pressure is strongest for international applicants. Families paying overseas fees often treat a top-100 position as a form of insurance, and some scholarship bodies and government schemes use ranking cut-offs as an administrative filter rather than an academic judgement.

国际申请者承受的压力最大。支付海外学费的家庭往往把"进入前 100"当作一种保险，而部分奖学金机构和政府项目更是直接把排名门槛当作行政筛选条件，而不是学术判断。

The key point for this article is narrower: if employability is one of your reasons for caring about rankings, then you need to know which rankings actually measure it, and which simply measure research output and call it quality.

本文关注的焦点更具体：如果你关心排名的原因之一是"就业力"，那么你必须弄清楚哪些排名真的测量了就业力，哪些只是测量了科研产出、却把它称作"质量"。

2. The Big Four: A Quick Map of Global University Rankings | 四大全球排名：一张速览地图

Four tables dominate international higher education: the QS World University Rankings, the Times Higher Education (THE) World University Rankings, the Academic Ranking of World Universities (ARWU, often called the Shanghai Ranking), and the U.S. News Best Global Universities.

国际高等教育领域由四个榜单主导：QS 世界大学排名、泰晤士高等教育（THE）世界大学排名、世界大学学术排名（ARWU，常被称为"上海排名"），以及 U.S. News 全球最佳大学排名。

They are not variations of the same idea. Each was built by a different organisation with a different philosophy. QS grew out of a careers and study-abroad publisher and has always leaned towards reputation and employability. THE grew out of a journalism and data tradition and balances teaching, research, industry links and international outlook. ARWU was designed by Shanghai Jiao Tong University as a research-output benchmark and uses only hard, countable research data. U.S. News began as a consumer-advice publisher and its global table is largely bibliometric.

它们并不是同一个理念的不同版本，而是由不同机构、基于不同哲学建立的。QS 源自一家职业与留学出版机构，历来偏向声誉与就业力；THE 源自新闻与数据传统，在教学、科研、产业联系与国际视野之间求平衡；ARWU 由上海交通大学设计，是纯粹的科研产出基准，只使用可硬性计数的科研数据；U.S. News 起初是消费指南出版商，其全球榜单主要依赖文献计量指标。

That difference in origin explains the single most important structural fact in this whole debate: only QS treats the employer as a data source in the main ranking.

正是这种起源差异，解释了整场争论中最重要的一个结构性事实：只有 QS 把"雇主"当作主榜单的数据来源。

3. Employer Reputation: The Indicator QS Owns | 雇主声誉：QS 独有的指标

QS introduced an employer survey in its very first World University Rankings edition in 2004. The idea was simple: academic reputation tells you what professors think of a university, but it says nothing about whether graduates get hired, promoted or trusted by the people who run recruitment.

QS 在 2004 年第一版世界大学排名中就引入了雇主调查。逻辑很简单：学术声誉告诉你教授们怎么看一所大学，但它完全无法说明毕业生是否被招聘方录用、晋升和信任。

The Employer Reputation indicator asks a global panel of graduate employers a deceptively simple question: which institutions do you regard as producing the best graduates? Respondents name institutions they know, typically up to a fixed maximum, and can add free-text nominations.

雇主声誉指标向一个全球雇主样本库提出一个看似简单的问题：你认为哪些大学培养的毕业生最优秀？受访者列出他们了解的院校，通常有数量上限，也可以自由填写提名。

In the QS World University Rankings by Subject, the same survey is run with a subject framing, so an employer in accounting and finance is asked about accounting and finance programmes rather than about universities in general. This subject-level version is arguably more useful to an A-Level applicant than the overall table.

在 QS 世界大学学科排名中，同一项调查会以学科为框架进行，因此会计与金融领域的雇主被问及的是会计与金融项目，而不是泛泛地评价大学。对 A-Level 申请者来说，这个学科层面的版本其实比总榜更有参考价值。

4. How the QS Employer Reputation Survey Actually Works | QS 雇主声誉调查的实际运作机制

QS does not publish respondent-level data, but the methodology documents describe a consistent process. Invitations are sent to employers drawn from recruitment, human resources and graduate-scheme functions across a wide range of sectors and regions.

QS 不公开受访者层面的数据，但其方法论文档描述的流程是一致的：邀请对象来自招聘、人力资源与毕业生项目管理岗位，覆盖广泛的行业与地区。

Respondents nominate institutions rather than score them on a scale, which avoids the "everyone gets a 7" problem.

受访者是提名院校，而不是在量表上打勾评分，这避免了"所有人都打 7 分"的问题。
Quotas and weighting are applied so that a large response pool from one country does not dominate the global result.

调查会设置配额与权重，以免某一国家的大量回复主导全球结果。
Responses are aggregated over a rolling multi-year window, which smooths volatility but also means the indicator is a lagging signal.

回复会在滚动多年的窗口内汇总，这既平滑了波动，也意味着该指标本质上是滞后信号。
QS has reported tens of thousands of employer responses per cycle, making it one of the largest employer perception datasets in higher education.

QS 表示每个周期会收到数万份雇主回复，这使其成为高等教育领域规模最大的雇主认知数据集之一。
A minimum response threshold per subject or region is used before an institution can be scored in that slice.

在某一学科或地区切片中，某院校要获得评分，需先满足最低回复量门槛。

The practical consequence is that the indicator measures informed brand awareness among recruiters, not a controlled audit of graduate skills. That is a strength and a limitation at the same time.

由此产生的实际后果是：该指标测量的是招聘方中"有依据的品牌认知度"，而不是对毕业生技能的受控审计。这既是它的优点，也是它的局限。

5. Weight and Formula: Where the 15% Comes From | 权重与公式：那 15% 从何而来

Since the 2024 edition, QS has used a nine-indicator framework. Employer Reputation carries 15%, making it the second-largest single input after Academic Reputation at 30%.

自 2024 年版起，QS 采用了九项指标框架。雇主声誉占 15%，是仅次于学术声誉（30%）的第二大单一输入项。

aculty Ratio + 0.05 × International Student Ratio + 0.05 × International Research Network + 0.05 × Employment Outcomes + 0.05 × Sustainability

Each indicator is converted into a standardised score before weighting, so that indicators measured on completely different scales - survey percentages, citation counts and ratios - can be added together.

在加权之前，每项指标都会被转换为标准化分数，这样量纲完全不同的指标——调查百分比、引用数和比值——才能相加。

Z = (x − μ) ÷ σ

The highest-scoring institution in an indicator is then scaled to 100, and everything else is expressed relative to it. This matters: a university with an Employer Reputation score of 60 is not "60% good" - it is 60 on a scale where the top performer sits at 100.

随后，某指标中得分最高的院校被缩放为 100，其余院校则相对它来表示。这一点很关键：雇主声誉得分 60 的大学并不是"60% 好"，而是在一个最高者为 100 的标尺上得了 60 分。

QS also retired its separate Graduate Employability Rankings after the 2022 edition and folded employability elements into the main table, which is why the 2024 framework added both Employer Reputation weighting and a distinct Employment Outcomes indicator.

此外，QS 在 2022 年版之后停办了独立的"毕业生就业力排名"，把就业相关要素并入主榜单。这正是 2024 年框架同时强化雇主声誉权重、并新增"就业成果"指标的原因。

6. What THE, ARWU and U.S. News Use Instead | THE、ARWU 与 U.S. News 用什么替代

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THE organises 18 indicators into five pillars: Teaching, Research Environment, Research Quality, Industry and International Outlook. There is no employer survey anywhere in the methodology.

THE 把 18 项指标归入五大支柱：教学、科研环境、科研质量、产业与国际视野。整套方法论中没有任何雇主调查。

THE's closest proxy is the Industry pillar, worth about 4%, which measures research income from industry and patent activity. That is a measure of commercial engagement with companies, not of what recruiters think of graduates. It is a different concept wearing a similar-sounding label.

THE 最接近的替代物是约占 4% 的"产业"支柱，衡量的是来自产业界的科研经费与专利活动。它测量的是大学与企业的商业合作，而不是招聘方对毕业生的看法。这是两个不同的概念，却用了听起来相似的标签。

ARWU uses six purely objective indicators: alumni winning Nobel Prizes and Fields Medals, staff winning the same, Highly Cited Researchers, papers in Nature and Science, papers indexed in SCIE and SSCI, and per-capita academic performance. Employers appear nowhere.

ARWU 使用六项纯客观指标：校友获诺贝尔奖与菲尔兹奖、教师获同等奖项、高被引科学家、在《自然》与《科学》上发表的论文、被 SCIE 与 SSCI 收录的论文，以及师均学术表现。雇主的角色完全不存在。

U.S. News Best Global Universities uses around 13 indicators, including two reputation surveys - global research reputation and regional research reputation - but both survey academics, not employers.

U.S. News 全球最佳大学排名使用约 13 项指标，其中包括两项声誉调查——全球科研声誉与区域科研声誉——但两项调查的对象都是学者，而不是雇主。

Two important nuances should be noted. First, THE does publish an employer-driven table, the Global Employability University Ranking and Survey, produced with a partner organisation - but that is a standalone employability ranking, not part of the THE World University Rankings composite. Second, professional-school rankings such as the Financial Times business school tables rely heavily on alumni and employer feedback, but they cover individual programmes rather than whole universities.

有两点重要的细节需要说明。第一，THE 确实发布过一份由雇主驱动的榜单——"全球就业力大学排名与调查"，但它是由合作机构制作的独立就业力排名，并不进入 THE 世界大学排名的总评分。第二，诸如《金融时报》商学院排名这类专业学院榜单高度依赖校友与雇主反馈，但它们覆盖的是单个项目，而非整所大学。

7. Side-by-Side: The Four Rankings Compared | 横向对比：四大排名一览

Ranking	Core philosophy	Employer survey?	Reputation inputs
QS World University Rankings	Reputation, employability and internationalisation	Yes - Employer Reputation, 15%	Academic reputation 30% + employer reputation 15%
THE World University Rankings	Balanced teaching, research, industry, international	No	Reputation surveys among academics within the pillars
ARWU (Shanghai Ranking)	Pure research output and awards	No	None - objective indicators only
U.S. News Best Global Universities	Bibliometrics with academic reputation	No	Global and regional research reputation among academics