When Schools Counsel Students Out to Protect Their Statistics: A Teacher's View | 学校为提升成绩劝退学生：教师如何看待这种做法

2026-10-15 13:25 · 本文部分内容由AI辅助创作

📚 When Schools Counsel Students Out to Protect Their Statistics: A Teacher's View | 学校为提升成绩劝退学生：教师如何看待这种做法

Every year, in the weeks before public examinations, a familiar conversation takes place in staff rooms across many education systems. A senior leader asks a tutor or subject teacher to speak informally to a family. The message is gentle: perhaps this child would be happier, safer or more successful somewhere else. The child happens to be predicted a grade below the threshold that appears in the school's published results. The request is dressed as pastoral care. Most teachers hear it as something quite different.

每年统考前的几周，许多教育体系的教师办公室里都会上演同样的对话。一位学校高层请班主任或科任教师去和某个家庭"非正式地聊一聊"，措辞温和：也许这个孩子换个环境会更快乐、更安全、更容易成功。而这位学生的预测成绩，恰好低于学校对外公布数据时所依据的那条线。这个请求被包装成对学生的关怀，但大多数教师听到的是完全不同的东西。

1. The Issue in Context | 问题背景

The practice has many names: off-rolling, counselling out, managed transfer, a "fresh start", or simply a "mutual agreement to withdraw". The labels change, but the mechanism is stable. A student is removed from a cohort before their results are counted, so that the school's headline figures improve even though nothing about the quality of teaching has changed.

这种做法有许多名字："摘果式劝退"、劝退、协议转学、"重新开始"，或者干脆叫"双方协商退学"。名称在变，机制不变：学生在成绩被计入统计之前被移出这一届，于是学校的头条数据变得好看，而教学质量本身没有发生任何改变。

For teachers, this is not an abstract policy debate. They are the people who sit in the room with the family. They know the child's reading age, their attendance pattern, the reason they stopped coming to revision sessions. They are also the people asked to sign the letter.

对教师来说，这不是抽象的政策辩论。他们才是坐在那间屋子里、面对那个家庭的人。他们知道这个孩子的阅读水平、出勤规律、以及为什么不再来上补习课。他们也正是被要求在那封转学信上签字的人。

The question this article addresses is narrow and practical: how do teachers actually think about it, and what should they do when asked to take part?

本文关注的焦点很具体、很实际：教师究竟如何看待这种做法？当被要求参与其中时，他们应当怎么做？

2. What "Counselling Out" Looks Like in Practice | 劝退在实践中的形态

Outright pressure is rare, because it leaves evidence. The effective forms are indirect, gradual and deniable. A timetable quietly loses a lesson. A student is placed in a "small group" that meets at the same time as the subject they need. An invitation to parents becomes a suggestion, then a recommendation, then an expectation.

赤裸裸的施压很少见，因为它会留下证据。真正有效的形态是间接的、渐进的、可以辩解否认的。课表上悄悄少了一门课；学生被安排进一个"小组"，时间恰好与最需要的那门科目冲突；给家长的"邀请"先变成"建议"，再变成"推荐"，最后变成一种"期望"。

Formal permanent exclusion dressed up as behaviour management, where the behaviour is really disengagement driven by unmet learning needs.
Withdrawal of examination entries so a subject or a whole qualification disappears from the student's record.
Extended "study leave" or reduced timetables that remove the student from school without removing them from the roll.
Conditional re-registration contracts that families cannot realistically meet.
Soft referral to alternative provision that is under-resourced and has no route back.
For independent schools, requiring withdrawal under the terms of a contract that parents signed without legal advice.

把正式开除包装成"行为管理"，而所谓行为问题的根源，其实是学习需求未被满足导致的脱离。
取消考试报名，使某个科目甚至整个学历资格从学生档案中消失。
延长"复习假"或缩短在校时间，学生名义上还在册，实际上已经不在校。
设定家庭几乎不可能满足的"有条件复学协议"。
把学生"温和地"转介到资源不足、且没有回归通道的替代性教育机构。
在私立学校，依据家长当初未咨询律师便签署的合同条款，要求其主动退学。

Form of pressure 压力形式	How it appears 具体表现	Deniability 可否认性
Pastoral conversation 关怀式谈话	Informal meeting, no minutes 非正式会面，不做记录	High 高
Timetable change 课表调整	Lost lessons, clashing small groups 课程被删、小组时间冲突	High 高
Examination withdrawal 取消报名	Entry removed before the deadline 报名截止前被移除	Medium 中
Conditional contract 有条件协议	Terms impossible to satisfy 条款无法达成	Low 低

Teachers can usually tell these apart from genuine pastoral planning, because genuine planning includes a destination, a named contact and a written record.

教师通常能分辨哪些是真正的关怀安排、哪些不是，因为真正的安排一定包含去向、明确的对接人和书面记录。

3. The Regulatory Framework Across Systems | 不同体系的监管框架

Rules differ sharply between jurisdictions, and teachers need to know the ones that apply to them. In England, maintained schools may not permanently exclude a pupil for academic ability or attainment, and the inspection framework treats off-rolling as evidence of weak leadership. Independent schools operate largely through contract law, which is why "requiring withdrawal" is legally available but educationally contested.

各司法管辖区的规则差异很大，教师必须了解适用于自己的那一套。在英格兰，公立学校不得因学业能力或不达标成绩而永久开除学生，督导评估框架也把"摘果式劝退"视为领导力薄弱的证据。私立学校主要依合同法运作，因此"要求退学"在法律上可行，在教育上却极具争议。

In East Asian systems where senior secondary admission depends on a single high-stakes examination, the pressure often appears through the language of "realistic choice": a counsellor advises a family that their child's chances are low, and a transfer follows. The mechanism is softer, but the statistical consequence is identical.

在以一次高利害考试决定高中入学的东亚体系里，压力往往通过"务实选择"的话语出现：升学指导教师告诉家长孩子希望渺茫，转学随之发生。机制更温和，但统计后果完全一样。

Three principles are common to most professional codes, whatever the local rule: act in the best interest of the individual pupil; do not misrepresent data; and do not allow institutional convenience to override professional judgement.

无论地方法规如何，多数专业伦理准则共享三条原则：以个别学生的最佳利益为依归；不得歪曲数据；不得让机构便利凌驾于专业判断之上。

4. Why Schools Do It: The Incentive Structure | 学校动机：激励结构

It is important to be honest about the incentives, because individualising the problem gets us nowhere. When a school's reputation, funding, admissions and staff workload all depend on a small number of published percentages, removing a low-predicted student is arithmetically effective. The people making the request are often responding rationally to a system they did not design.

必须诚实地看待激励机制，因为把问题个人化无助于解决任何事。当一所学校的声誉、经费、招生与教师工作量都取决于少数几个对外公布的百分比时，把一名预测成绩偏低的学生移出统计，在算术上是有效的。提出这个请求的人，往往只是对一个并非由自己设计的制度做出理性反应。

The arithmetic is easy to see. Suppose a cohort of N students has total score ΣS, and k students with total score ΣS_exit leave before results are counted:

算术层面的效果一目了然。假设一届有 N 名学生，总分 ΣS，在成绩计入统计前有 k 名学生离开，其总分为 ΣS_exit：

Δ School score = (ΣS − ΣS_exit) ÷ (N − k) − ΣS ÷ N

If the leavers score below the cohort mean, Δ is positive. Nothing has been taught better; the denominator has simply been cleaned. The same logic applies to threshold measures, where only the proportion at or above a cut score matters.

如果离开者的成绩低于全届平均分，Δ 就是正值。没有任何教学变好，只是分母被"清洗"了一遍。阈值型指标同理——当只有达到某一分数线以上的比例被计入时，效果更加明显。

Teachers therefore tend to locate the fault in the accountability design, not only in the head teacher. That distinction matters, because it shapes whether people feel able to speak up.

因此，教师倾向于把责任归于问责制度的设计，而不只是校长个人。这个区分很重要，因为它决定了人们是否觉得自己能够开口发声。

5. The Teacher's Core Ethical Objection | 教师的核心伦理反对

The most common objection teachers raise is not about statistics at all. It is about the asymmetry of the relationship. A school holds expertise, authority and the child's daily life in its hands; a family facing a polite suggestion from that institution is not negotiating as an equal, however friendly the room feels.

教师最常提出的反对，与统计数字无关。它关乎关系中的不对等：学校掌握着专业知识、权威以及孩子每天的生活；面对这样一种机构提出的"客气建议"，家庭并不是在对等地位上协商，无论会面的气氛多么友善。

Second, teachers object because the student is usually the last person consulted and the least able to resist. The child who is already struggling with attendance, confidence or mental health is precisely the child least equipped to absorb a message that says: you are the reason our numbers look bad.

其次，教师反对是因为学生往往是最后一个被征求意见的人，也是最没有能力抵抗的人。一个已经在出勤、自信或心理健康上挣扎的孩子，恰恰是最没有余力承受那句潜台词的人：你就是我们数据难看的原因。

Third, there is a professional identity claim. Teaching is a fiduciary role - a duty of care held on behalf of someone who cannot fully protect their own interests. A teacher who signs the letter becomes, in their own eyes, an instrument of the institution against the student. Many describe this as moral injury rather than mere stress.

第三，这涉及专业身份认同。教学是一种受托角色——为无法完全维护自身利益的人承担关怀义务的人。签下那封信的教师，在自己眼中就成了机构对付学生的工具。许多人形容这是一种"道德创伤"，而不只是压力。

6. The Strongest Counter-Argument | 最强的反方观点

Intellectual honesty requires taking the other side seriously. Sometimes transfer genuinely is right. A student with severe unmet needs may be in a mainstream setting that cannot provide what they require; a different school, a specialist placement or a vocational pathway may give them a qualification and an identity they would never obtain where they are.

理智上的诚实要求认真对待反方观点。有时转学确实是对的。一个有严重且未被满足的需求的学生，可能身处一个无法提供所需支持的主流环境；换一所学校、一个专业安置或一条职业路径，或许能让他拿到在原校永远拿不到的学历资格和身份认同。

Teachers also worry about the majority. If one student's repeated disruption prevents twenty-five others from learning, the ethical calculus is not obvious. And there is a legitimate honesty argument: telling a family that a target grade is unrealistic can be an act of respect, not of exclusion.

教师也会替多数学生担心。如果一名学生的持续扰乱让另外二十五名学生无法学习，伦理上的账并不好算。此外还有一个正当的诚实论据：告诉一个家庭某个目标成绩并不现实，可以是尊重，而不是排斥。

The disagreement, then, is not about whether transfer can ever be right. It is about three things that teachers look for as tests of good faith: whether the school's own provision was exhausted and documented; whether the destination is better for the student or merely better for the school; and whether the family was given real information and real choices.

因此，分歧不在于转学是否可能正确，而在于教师用来检验动机是否真诚的三件事：学校自身的支持是否已尽力并提供记录；去向对学生更好，还是只对学校更好；家庭是否获得了真实的信息和真实的选择。

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7. The Measurement Problem: Thresholds and Value-Added | 测量问题：阈值与增值

Much of the damage comes from the choice of metric. Threshold measures reward schools for moving students across a line and create acute pressure on the students nearest that line. The students in the middle of a grade distribution have little effect on the number; the students just below the cut score determine it.

伤害很大程度上来自指标的选择。阈值型指标奖励学校把学生"推过一条线"，并给最接近那条线的学生带来巨大压力。成绩分布中间的学生对指标几乎没有影响，而刚好落在分数线以下的学生却决定了这个数字。

A pure threshold measure ignores how far a student travelled:

纯粹的阈值指标完全忽略了一个学生究竟走了多远：

Threshold score = Students at or above cut score ÷ Cohort size × 100%

Value-added measures, by contrast, compare each student's outcome with what similar students typically achieve, which reduces the incentive to remove the weakest:

相比之下，增值指标把每名学生的结果与相似起点学生的典型表现相比，从而削弱了"剔除最弱"的动机：

Value-added = Σ(Actual result − Predicted result) ÷ N

No metric is neutral, and all of them can be gamed. But value-added with confidence intervals and a minimum cohort size for reporting is materially harder to game by removal, because a school that loses its weakest students also loses the credit for the progress it might have made with them.

没有哪种指标是中立的，所有指标都可能被操纵。但带置信区间、并设定最低上报人数门槛的增值指标，明显更难通过"剔除学生"来操作，因为一所学校一旦失去最弱的学生，也就失去了本来可能获得的进步加分。

The professional lesson for teachers is practical: always ask which metric is driving a decision, because the answer usually explains the behaviour.

对教师而言，实用的经验是：永远先问清楚，是哪一种指标在推动这个决定，因为答案通常就解释了行为本身。

8. Student Welfare, Safeguarding and Legal Risk | 学生福祉、保障与法律风险

Students who are removed in this way are disproportionately those with special educational needs, mental health difficulties, caring responsibilities, or a history of poor attendance. In safeguarding terms, they are the group with the highest risk of becoming NEET - not in education, employment or training - and of disappearing from official oversight altogether.

以这种方式被"移出"的学生，绝大多数是有特殊教育需求、心理健康困难、承担照护责任，或长期出勤不佳的学生。从安全保护的角度看，他们正是最可能成为"三无青年"（不在学、不就业、不培训）、并从官方视野中彻底消失的一群。

There is also legal exposure. Where a school has a statutory duty of care, an undocumented removal can create serious liability. The absence of a paper trail is usually not an accident; it is the point.

法律风险同样存在。在学校负有法定关怀义务的情形下，一次没有记录的"移出"可能带来严重责任。缺少书面记录通常不是意外，而是有意为之。

Teachers should understand that their own notes may be the only surviving record. A dated, factual, non-editorial note - written at the time, retained privately where policy allows, and shared through the proper channel if a concern arises - is often the single most protective action available.

教师应当明白，自己的笔记有时是唯一留存的记录。一份注明日期、只陈述事实、不含评价的记录——在当时写下、按学校政策妥善保存，并在出现疑虑时通过正规渠道转交——往往是最有效的保护措施。

9. What Teachers Report in Practice | 教师的实际观察

Across union surveys, staff feedback and research interviews, a consistent pattern emerges. Teachers rarely accept the practice as legitimate, but they frequently comply, for four recurring reasons.

在各类工会调查、员工反馈和研究访谈中，呈现出高度一致的模式：教师很少真心认可这种做法，却经常配合，原因反复出现四种。

Hierarchy. The request comes from someone who writes their appraisal and controls their timetable.
Plausible framing. The conversation is described as pastoral, so refusing appears to mean refusing to help a child.
Isolation. Each teacher is approached individually, so nobody knows how many colleagues share their view.
Belief in the system. Many assume that a decision made by senior leaders must already be compliant with the rules.

层级压力。 提出请求的人，正是负责教师考核、决定其课表的人。
话术合理。 谈话被描述为"关怀学生"，于是拒绝就等同于拒绝帮助一个孩子。
信息孤立。 每位教师被单独约谈，没有人知道有多少同事持相同看法。
对制度的信任。 许多教师默认，高层做出的决定一定已经符合规定。

A further theme is what teachers describe as complicity fatigue. Repeated participation in decisions they believe to be wrong erodes their sense of themselves as professionals, long before it affects their workload.

另一个反复出现的主题，是教师所说的"共谋疲劳"。反复参与自己认为错误的决定，会侵蚀他们对自身专业身份的认同——而这个过程远早于工作量的影响出现。

10. Effects on School Culture and Teacher Retention | 对学校文化与教师留存的影响

Short-term statistical gain usually comes at a long-term cultural cost. Staff learn which topics are safe to raise. Middle leaders learn that loyalty is measured by silence. Newly qualified teachers learn the real rules of the organisation within their first year, and some of them leave because of what they learn.

短期的数据收益通常以长期的文化损耗为代价。教师学会了哪些话题可以提；中层管理者学会了忠诚由沉默来衡量；新入职教师在第一年就摸清了组织真正的规则，其中一些人正是因为摸清了这些规则而离开。

There is a measurable retention dimension too. In systems already facing teacher shortages, moral injury is cited alongside pay and workload as a reason for leaving the profession. A policy that protects the league-table position can therefore undermine the staffing capacity that produces good results in the first place.

留存方面也有可衡量的影响。在已经面临教师短缺的体系中，道德创伤与薪酬、工作量并列为离职原因。因此，一项保护排行榜名次的政策，反而会削弱本来能产生好成绩的师资基础。

The reputational logic is also self-defeating. Families talk. A school known locally for moving struggling students out becomes harder to staff and, over time, harder to fill. The very admissions advantage the practice was meant to secure is the first thing it puts at risk.

声誉逻辑同样会自我反噬。家长之间会交流。一所被当地公认为"会把成绩差的学生劝走"的学校，会越来越难招到教师，也很难招满学生。这项做法本想获得的招生优势，恰恰是它最先损害的东西。