懒笔记
2018年12月英语六级真题第2套 Part III Section C (2) Robot Nurses Will Make Shortages Obsolete
CET-6 · 来自 2018年12月英语六级真题第2套 · Part III Section C (2) · 阅读理解（四选一）

Robot Nurses Will Make Shortages Obsolete

2018年12月英语六级真题第2套文章逐层精读

thedailybeast.com 网站 2016.09.24文章 Robot Nurses Will Make Shortages Obsolete（机器人让护士短缺成为过去式）。

本页是 2018年12月英语六级真题第2套 Part III Section C (2) 文章的精读视角页——这篇说明文全文 445 词、7 段，CEFR 难度 B2（B2 级在英语六级文章中占 39%），作者立场为「积极支持」；英文原文之外，本篇已有的 11 项精读维度逐项展开，其中能迁移到其他英语六级真题文章的判断方法（篇章结构、修辞、言外之意、作者态度、体裁速判）随各维度一并讲透。

精读最佳实践

本页解析里的段号（P1）都可以点——点一下，原文在顶部翻开并定位到该段，解析引用的原文同步标亮；合上原文，你还停在刚才读到的位置。点 P1 试试。

PASSAGE · 文章原文

7 段英文原文

以下为2018年12月英语六级真题第2套 Part III Section C (2) 的阅读理解（四选一）原文，共 7 段。左侧 P1–P7 是段落编号——本页全部解析（结构、逐段、修辞、自检题）都以它为坐标回指原文，点击解析里的段号，原文即在顶部翻开并定位到该段、引用的原文同步标亮；合上原文仍停在当前阅读位置。原文保持卷面形态，不带翻译与标注。

Robot Nurses Will Make Shortages Obsolete

For years, the U.S. has experienced a shortage of registered nurses. The Bureau of Labor Statistics projects that while the number of nurses will increase by 19 percent by 2022, demand will grow faster than supply, and that there will be over one million unfilled nursing jobs by then.

So what's the solution? Robots.

Japan is ahead of the curve when it comes to this trend. Toyohashi University of Technology has developed Terapio, a robotic medical cart that can make hospital rounds, deliver medications and other items, and retrieve records. It follows a specific individual, such as a doctor or nurse, who can use it to record and access patient data. This type of robot will likely be one of the first to be implemented in hospitals because it has fairly minimal patient contact.

Robots capable of social engagement help with loneliness as well as cognitive functioning, but the robot itself doesn't have to engage directly—it can serve as an intermediary for human communication. Telepresence robots such as MantaroBot, Vgo, and Giraff can be controlled through a computer, smartphone, or tablet, allowing family members or doctors to remotely monitor patients or Skype them, often via a screen where the robot's 'face' would be. If you can't get to the nursing home to visit grandma, you can use a telepresence robot to hang out with her. A 2016 study found that users had a "consistently positive attitude" about the Giraff robot's ability to enhance communication and decrease feelings of loneliness.

A robot's appearance affects its ability to successfully interact with humans, which is why the RIKEN-TRI Collaboration Center for Human-Interactive Robot Research decided to develop a robotic nurse that looks like a huge teddy bear. RIBA (Robot for Interactive Body Assistance), also known as "Robear," can help patients into and out of wheelchairs and beds with its strong arms.

On the less cute and more scary side there is Actroid F, which is so human-like that some patients may not know the difference. This conversational robot companion has cameras in its eyes, which allow it to track patients and use appropriate facial expressions and body language in its interactions. During a month-long hospital trial, researchers asked 70 patients how they felt being around the robot and "only three or four said they didn't like having it around."

It's important to note that robotic nurses don't decide courses of treatment or make diagnoses (though robot doctors and surgeons may not be far off). Instead, they perform routine and laborious tasks, freeing nurses up to attend to patients with immediate needs. This is one industry where it seems the integration of robots will lead to collaboration, not replacement.

PARAGRAPHS · 逐段精读

7 段逐段主旨与解读

逐段拆解2018年12月英语六级真题第2套 的这篇原文——每段给出英文段落主旨、段落标题与中文解读，并提炼一条「这段为什么这样读」的具体方法。

  1. P1

    A Worsening Nursing Shortage

    The growing U.S. nursing shortage will leave many jobs unfilled.

    本段是全文的 problem-setting paragraph，它说明为什么医疗行业需要新的辅助力量。没有这一背景，后文各种 robotic nurses 的功能就会显得零散；有了 nursing shortage 这个矛盾，读者便能理解 robots 是为缓解人力压力而出现的。

    抓住供需缺口
  2. P2

    Robots as the Answer

    Robots may offer a solution to the nursing shortage.

    本段是全文的 pivot，它用最简洁的方式完成从“问题”到“方案”的转换。后面四段对不同机器人及其功能的介绍，都是对“Robots”这一核心答案的具体展开和论证。

    识别So的转折
  3. P3

    Terapio: A Low-Contact Hospital Assistant

    Terapio can handle routine hospital tasks and may be adopted early because it has little patient contact.

    本段首次用具体案例证明 robots 能分担 routine tasks，从而呼应文章主旨中的 performing routine tasks。它还通过 low-contact 的特点表明，机器人进入医院将是 gradual adoption，而不是一步到位地替代人类护理。

    功能加落地原因
  4. P4

    Telepresence Robots Reduce Loneliness

    Telepresence robots connect patients with distant family members and doctors, reducing loneliness.

    本段扩展了机器人护理的含义：机器人不仅承担 physical or routine work，也能改善患者的 social connection。它对应文章主旨中的 enhancing patient communication，并强调这种技术的价值在于促成人类联系。

    归并沟通证据
  5. P5

    Robear: Friendly Design, Strong Support

    Robear combines a friendly appearance with physical assistance for patients.

    本段从 communication 转向 physical assistance，展示机器人可承担照护中的搬运与转移工作。它表明护理机器人需要同时考虑 efficiency 和 patient acceptance，因而进一步丰富了“辅助而非简单替代”的文章主旨。

    外形服务功能
  6. P6

    Actroid F and Patient Acceptance

    The human-like Actroid F interacts naturally with patients and was well accepted in a hospital trial.

    本段进一步说明，机器人即使外形高度 human-like，也可能被多数患者接受。它为医疗机器人在人际互动场景中的可行性提供 empirical support，并与上一段共同说明设计方式会影响护理效果。

    特征落到接受度
  7. P7

    Collaboration, Not Replacement

    Robotic nurses handle routine work to support, rather than replace, human nurses.

    本段是全文的 concluding clarification，它回收并统整前文所有案例：无论是 delivery、telepresence 还是 body assistance，机器人都在释放护士的时间与精力。它完全呼应文章主旨，明确 robots 的角色是 complement human nurses，而不是 replace them。

    抓住协作非替代
SELF CHECK · 段落自检题

7 道逐段细节自检题

针对2018年12月英语六级真题第2套这篇原文，每段配 1 道细节题（ 1 个正确项 + 5 个干扰项 ，由懒笔记精读引擎基于本段命制，非试卷原题）。 选项默认中性；点「显示答案与解析」展开正确项、解析与最快解法，现代浏览器会同步高亮正确选项。

  1. 第 1 段 定位词 employment projection nursing workforce

    What does the employment projection suggest about the future nursing workforce in the United States?

    • A The projected increase in nurses will completely eliminate the current shortage.
    • B The supply of nurses is predicted to grow faster than demand by 2022.
    • C Demand for nurses is expected to outpace the growth in their supply, leaving many positions vacant.
    • D More than one million nurses are expected to leave their jobs by 2022.
    • E Nursing demand will remain unchanged despite a 19 percent increase in the workforce.
    • F The Bureau of Labor Statistics expects hospitals to replace nurses with robots by 2022.
    显示答案与解析 收起答案与解析

    正确答案：C

    该项完整保留了原文的逻辑链：nurses 的数量会 increase，但 demand grows faster than supply，因此出现 unfilled nursing jobs。outpace 是 faster than 的同义改写，leaving many positions vacant 则对应 over one million unfilled jobs。障碍在于原文先给出 19 percent 这一局部增长，再给出更关键的比较关系；只盯住 increase 的考生容易误判为短缺已经解决。

    三箭头趋势链 时间紧时，直接以题干中的 projection 进行词形回扫，锁定 第1段 的 projects。随后不必逐句翻译，只用箭头压缩为 supply upward、demand faster、jobs unfilled；在选项中寻找唯一同时保留 faster 和 unfilled 结果的正确项。这个做法比从头精读更快，因为它先抓 comparison spine。

  2. 第 2 段 定位词 solution nursing shortage

    What solution is proposed for the nursing shortage?

    • A Increasing the number of nursing schools.
    • B Reducing the number of hospital patients.
    • C Training nurses to make medical diagnoses.
    • D Using robots to assist with nursing work.
    • E Replacing all nurses with remote doctors.
    • F Developing more human-like robot faces.
    显示答案与解析 收起答案与解析

    正确答案：D

    该项以 using robots 概括原文唯一直接给出的 solution，并用 assist with nursing work 保持文章的应用语境。障碍在于原文答案极短，考生可能误以为必须从后文挑选某种具体 robot；但题干问的是总方案，概括层级必须与 solution 对等。

    问号后答案核 直接扫描题干原词 solution，锁定 第2段；把紧随问号后的单个名词视为 answer nucleus。再选与该 nucleus 同义、且仍保持 broad level 的正确项，无须阅读后续每个 robot 的细节。

  3. 第 3 段 定位词 Terapio first robots introduced

    Why is Terapio likely to be among the first robots introduced into hospitals?

    • A It can independently diagnose patients during hospital rounds.
    • B It is designed to provide emotional companionship to patients.
    • C It can physically lift patients into wheelchairs and beds.
    • D It has a human-like appearance that reassures patients.
    • E It requires relatively little direct contact with patients.
    • F It needs frequent face-to-face interaction with patients.
    显示答案与解析 收起答案与解析

    正确答案：E

    原文末句以 because 明确说明，this type of robot 会较早 implemented 的原因是 fairly minimal patient contact。正确项把 fairly minimal 改写为 relatively little，把 patient contact 补足为 direct contact，因果和程度均保持一致。障碍是前文给出多项 tasks，容易诱导考生选择“能送药”或“能取记录”这种真实但答非所问的信息。

    因果句尾直取 用 Terapio 一词定点到 第3段 后，直接跳读到含 likely 和 because 的末句。将 because 后的短语与选项做最短同义匹配，正确项即为保留 patient contact 程度的选项；前面的功能句只在排除时使用。

  4. 第 4 段 定位词 telepresence robots feelings of loneliness

    How can telepresence robots help reduce patients' feelings of loneliness?

    • A They replace visits from family members with automated conversations.
    • B They administer medication to patients from a distance.
    • C They use strong arms to move patients between beds and wheelchairs.
    • D They make diagnoses through cameras installed in their eyes.
    • E They reduce loneliness by avoiding any interaction with people.
    • F They enable family members or doctors to communicate with patients remotely.
    显示答案与解析 收起答案与解析

    正确答案：F

    原文说明 telepresence robots 可由 computer、smartphone 或 tablet 控制，allowing family members or doctors to remotely monitor patients or Skype them；它们可作为 human communication 的 intermediary。正确项概括了 remote communication 这一机制，正是 decrease loneliness 的路径。障碍在于原文既有 remote monitoring，又有 Skype，考生需要抽象出共同上位概念，而非拘泥于某个终端。

    三元沟通链 以 telepresence robots 锁定 第4段 后，沿着 allowing 这一机制提示词读取一个长句。把 family members or doctors、remotely、patients 压缩成三元关系，正确项就是唯一保留这三元关系的选项；study 的 positive attitude 可直接跳过。

  5. 第 5 段 定位词 Robear task

    What task is Robear designed to perform?

    • A Helping patients move into and out of wheelchairs and beds.
    • B Delivering medical records to doctors during hospital rounds.
    • C Enabling relatives to Skype patients from home.
    • D Tracking patients' facial expressions with cameras.
    • E Making treatment decisions for patients with mobility problems.
    • F Entertaining patients by behaving like a huge teddy bear.
    显示答案与解析 收起答案与解析

    正确答案：A

    该项准确改写 can help patients into and out of wheelchairs and beds，并保留了 transfer assistance 的双向动作。strong arms 是完成该任务的条件，而非另一个答案。障碍在于前文 teddy bear-like appearance 很显眼，但题干问 task，必须落在 help patients 的具体行为上。

    助动词后抓动作 扫描 Robear 后直接捕捉 can help 结构，忽略前一句所有 appearance 信息。将 help 后的 patients 与 into and out of 的动作片段映射到选项，正确项是唯一描述患者转移的选项，定位在 第5段。

  6. 第 6 段 定位词 hospital trial patients' reactions

    What did the hospital trial reveal about patients' reactions to Actroid F?

    • A Most patients could not tell that the robot was not human.
    • B Most patients appeared to accept the robot, with only a few expressing dislike.
    • C All 70 patients said they disliked having the robot around.
    • D Patients preferred the robot because it could make treatment decisions.
    • E The trial showed that patients wanted the robot to replace human nurses.
    • F Patients reacted negatively to the robot's facial expressions and body language.
    显示答案与解析 收起答案与解析

    正确答案：B

    70 patients 中 only three or four 不喜欢，合理推断是绝大多数对其并不排斥。appeared to accept 保留了基于问卷结果的适度语气，only a few 精确概括少数。障碍在于原文没有直接说 most liked it，而是报告少数人 did not like it；考生需进行有限、而非过度的比例推断。

    总数反对数对照 以 hospital trial 定位 第6段，跳过前面的 appearance 描述，直读最后一句的 70 对 only three or four。用“总数大、反对极少”的比例标签筛选正确项，不必精算百分比；含 all、negative 或 replacement 的选项可立即排除。

  7. 第 7 段 定位词 robotic nurses human nurses' work

    According to the passage, how are robotic nurses expected to affect human nurses' work?

    • A They will replace nurses by making diagnoses and deciding treatments.
    • B They will require nurses to spend more time on routine laborious work.
    • C They will take over routine tasks, allowing nurses to focus on patients with urgent needs.
    • D They will eliminate the need for immediate patient care.
    • E They will mainly provide remote companionship for nurses.
    • F They will make human nurses less able to respond to urgent cases.
    显示答案与解析 收起答案与解析

    正确答案：C

    原文明确说明 robotic nurses perform routine and laborious tasks，freeing nurses up to attend to patients with immediate needs。正确项将 freeing up 改写为 allowing nurses to focus on，并保留 routine 与 urgent needs 的分工。障碍在于前句提到 robot doctors and surgeons may not be far off，但它只是附带的未来推测，不可覆盖当前 robotic nurses 的限定。

    职责二分线 用 robotic nurses 回扫至 第7段，优先读取 Instead 后的句子和末句的 collaboration, not replacement。把关系压缩成“routine to robots, urgent care to nurses”，正确项是唯一符合该二分的选项；任何带 diagnose、replace 或 eliminate 的选项无需细读即可淘汰。

STRUCTURE · 篇章结构

7 个意群的说明文骨架

按说明文 的行文骨架切分意群，每个意群标注它覆盖的段落与对主旨的作用——逐段读完后回到这里俯瞰全篇，能看清作者为什么按这个顺序行文。

  1. P1

    问题引入：护士短缺现状

    这个 opening paragraph 用具体的 statistical data 来 present 美国正面临的 nursing shortage problem，Bureau of Labor Statistics 的 projection 显示到2022年会有超过 one million unfilled positions，这种 quantitative evidence 直接 establish 了文章要 address 的核心 issue。

    这个 introductory section 通过 concrete numbers 和 future projections 来 establish 文章的 context 和 necessity，为后文介绍 robotic solutions 提供了 compelling rationale，让读者理解为什么需要 explore alternative approaches to healthcare staffing。

    提出机器人护士要解决的具体问题
  2. P2

    解决方案揭示

    这个 extremely concise paragraph 用 dramatic brevity 来 deliver 文章的 central solution，一个 two-word answer 'Robots' creates strong impact，这种 succinct presentation 是说明文中 strategic emphasis 的体现，让 key concept 非常 memorable。

    这个 pivotal sentence 作为 thesis statement 发挥 central organizing function，它 bridge 了前面的 problem 和后面的 detailed examples，通过 deliberate simplicity 来 highlight 文章的 core argument，为接下来 elaborate 各种 robotic applications 提供 clear direction。

    直接点明机器人这一核心解决方案
  3. P3

    日本案例：医疗辅助机器人

    这个 exemplification paragraph 介绍 Japan 作为 pioneering example，specifically 描述 Terapio robot 的 practical applications，包括 hospital rounds、medication delivery 和 record retrieval，这种 concrete illustration 展示了 minimal patient contact 的 implementation strategy，是说明文 supporting evidence 的开始。

    这个 initial example 通过 describe 一个 relatively simple robotic application 来 ground 抽象的 solution 在 concrete reality 中，它 demonstrates feasibility 并 introduce 一个重要的 implementation principle：starting with minimal contact scenarios，为后续 more complex examples 建立 progressive framework。

    举例说明辅助任务型机器人
  4. P4

    社交互动机器人：远程沟通功能

    这个 paragraph 转向 another category，介绍 telepresence robots 如何 address loneliness 和 cognitive functioning，通过 MantaroBot、Vgo、Giraff 等 specific models 来 illustrate remote monitoring 和 communication functions，最后用 2016 study 的 positive findings 来 provide empirical support，这是说明文中 evidence-based elaboration。

    这个 example 通过 introduce 一个 different functional category 来 expand 读者对 robotic applications 的 understanding，它 demonstrate 机器人不仅能做 physical tasks，还能 serve emotional and social needs，这种 categorical diversity 强化主旨中 'various types' 的概念，并用 research data 增强 credibility。

    举例说明社交沟通型机器人
  5. P5

    外形设计：RIBA物理辅助机器人

    这个 paragraph 引入 design consideration 这个 new angle，说明 robot's appearance 影响 interaction effectiveness，然后 focus on RIBA（Robear）这个 teddy bear-shaped robot 的 physical assistance capabilities，这种 form-follows-function explanation 是说明文中 principle-to-example 的典型 pattern。

    这个 example 通过 introduce appearance factor 来 add another dimension 到讨论中，展示 physical assistance robots 如何 address mobility needs，同时 highlight design considerations，这种 multi-faceted presentation 让主旨中的 'providing physical assistance' 变得 concrete 且考虑到 human factors。

    举例说明物理协助型机器人
  6. P6

    高仿真机器人：Actroid F案例

    这个 paragraph 用 contrasting tone（'less cute and more scary'）来 introduce human-like robot Actroid F，描述其 advanced features 如 eye cameras 和 appropriate expressions，最后用 hospital trial results 来 show acceptance rate，这种 balanced presentation 是说明文 objective analysis 的体现。

    这个 final example 通过 present 最 advanced technology 来 complete 文章的 spectrum of robotic types，从 simple carts 到 human-like companions，这种 progression 展示 technological range，同时用 patient acceptance data 来 address potential concerns，为下段的 clarification 做 transition。

    举例说明高度仿真型机器人
  7. P7

    总结澄清：协作而非替代

    这个 concluding paragraph 执行 crucial clarification function，强调 robotic nurses 不做 diagnoses 或 treatment decisions，而是 perform routine tasks 让人类护士 focus on immediate needs，最后用 'collaboration, not replacement' 这个 key distinction 来 resolve potential concerns，这是说明文 conclusion 的典型 function。

    这个 conclusion 通过 clarify limitations 和 emphasize collaborative nature 来 complete 文章的 argument，它 address 读者可能的 concerns 并 reinforce 主旨中的 'complementing rather than replacing' 这个 critical point，这种 ending 让整个 exposition 更 balanced 和 credible。

    明确机器人辅助而非取代人类
MAIN IDEA · 速判主旨

5 步定位这篇文章的主旨

不读完全篇也能锁定主旨——以下 5 步按2018年12月英语六级真题第2套 这篇原文的实际行文顺序给出，每步说明看哪里、看出什么，可直接迁移到其他英语六级文章。

  1. 首段问题定位 P1

    说明文通常在 opening 就会 establish the problem or topic being addressed，这是 expository writing 的典型 pattern。第一段的 shortage 和 unfilled jobs 这些 concrete data 明确告诉读者文章要 discuss 什么 issue，为后续的 solution 做铺垫。

  2. 次段方案揭示 P2

    在 problem-solution structure 的说明文中，solution 的 introduction 往往紧跟 problem statement。这个 one-word answer 'Robots' 是整篇文章的 pivot point，告诉读者接下来所有内容都会围绕 robotic solutions 展开，这就是 main idea 的核心。

  3. 中段分类举例 P3 P4 P5 P6

    说明文的 body section 通常通过 multiple examples or categories 来 support and expand the main solution。这里四个段落的 parallel structure（each introducing a different robot type）表明文章在 systematically explaining 机器人如何 address the nursing shortage through different functions，这是 categorical organization 的典型特征。

  4. 尾段范围界定 P7

    说明文的 conclusion 往往会 clarify the scope and nature of the solution，避免 overgeneralization。这里的 limitations（don't make diagnoses）和 positive framing（collaboration not replacement）揭示了文章的 nuanced stance，说明主旨不是简单的 'robots solve nursing shortage'，而是 robots 作为 complementary tools 的角色定位。

  5. 四要素整合 P1 P2 P3 P4 P5 P6 P7

    说明文主旨是 problem、solution、implementation details 和 scope 的 integrated summary。通过前四步快速 locate 这些 key components，就能 synthesize 出 accurate main idea。这个 integration 既包含 what is being explained (robot applications)，也包含 how and to what extent (complementary assistance)，符合说明文 comprehensive yet focused 的特点。

主旨信号词 shortage P1 developed P3 routine P7 collaboration P7

MAIN IDEA · 主旨

这篇文章在说什么

这篇说明文解释了各种类型的机器人如何被开发和应用,通过执行日常任务、增强患者沟通和提供身体协助来应对美国护士短缺问题,同时补充而非取代人类护士。
This expository article explains how various types of robots are being developed and implemented to address the U.S. nursing shortage by performing routine tasks, enhancing patient communication, and providing physical assistance, while complementing rather than replacing human nurses.
WORD INFERENCE · 生词推断

4 个生词的上下文推断

不查词典，只用文中线索推出词义——每个词给出推断出的释义与 完整推理链。已收录进英语六级高频真题词集的单词可点击进入词条页。

  • retrieve 取回;检索;调取

    我们来把这些clues串联起来。首先,从action pair来看,deliver和retrieve构成了一个complete cycle:东西送出去,也需要取回来。其次,从word structure来看,re-prefix告诉我们这是一个'回到、再次'的动作。最后,从medical scenario来看,robot需要access stored records,这是一个典型的data retrieval operation。将这三条线索combine起来,retrieve的meaning就很清晰了:它是'取回、检索、调取'已经存在的东西,especially是information或objects。

    动作对比+构词拆解+场景功能三维分析
  • intermediary 中介;媒介;中间人

    让我们integrate这些insights。从logical structure看,intermediary和direct engagement形成对比,说明它不是直接参与者,而是某种in-between的role。从morphology看,inter-prefix明确指向'between、among'的spatial或relational position。从functional example看,telepresence robot作为intermediary,connects分隔两地的人,它自己doesn't communicate,但makes communication possible。这三个dimensions converge到同一个conclusion:intermediary是在两者之间起connecting或transmitting作用的媒介或中介。

    逻辑关系+词根分析+功能例证推断策略
  • telepresence 远程临场;远程呈现;远程在场

    现在我们synthesize这些clues。从functional description看,telepresence涉及remote control和digital communication,强调distance scenario下的interaction。从word structure看,tele-(远程)+presence(在场)构成了一个semantic oxymoron:怎么能既远程又在场呢?答案就在technological mediation中。从application example看,grandma scenario展示了telepresence的core value:overcome physical distance,create a sense of being present。这些insights together reveal:telepresence是通过technology实现的远程临场感,让physically absent的人能够achieve virtual presence。

    技术特征+词素分析+使用场景三步推断
  • laborious 费力的;辛苦的;耗时耗力的

    我们把这些analytical threads weave together。从causal logic看,laborious tasks会tie up nurses,prevent them from更重要的工作,这说明这些tasks are time-consuming and demanding。从word structure看,labor根加上-ious后缀,直接指向'需要大量劳力的'这个meaning。从argumentative contrast看,laborious tasks和需要immediate attention和professional judgment的工作相对,说明前者更mechanical、more physically demanding但less intellectually challenging。综合这些clues,laborious描述的是那些需要大量时间、精力和体力,但relatively repetitive和mechanical的tasks。

    功能推理+词根追溯+语义对比综合判断
RHETORIC · 修辞手法

7 处修辞手法与仿写

每处修辞给出它在本文的具体用法、同类信号词清单与一份可直接套用的 写作仿写建议——读完能认，也能写。

  • 列数字

    P1 P4 P6

    文章在opening paragraph就用了具体的numbers来establish the severity：nurses的数量会increase by 19 percent by 2022，但demand的增长更快，最终会有over one million unfilled nursing jobs。这些precise figures不是随便说说，而是来自Bureau of Labor Statistics的official projection，让readers immediately grasp护士短缺问题的scale和urgency，为后文引入robot solution做好铺垫。数字让abstract的shortage变成了concrete crisis。

    信号词 19 percent by 2022 one million 70 patients three or four 2016 study

    仿写： 当你need to explain某个problem或trend时，问自己：能否用specific statistics替代general statements？比如不说"很多人"，而说"approximately 60% of respondents"；不说"显著增长"，而说"increased by 25% over the past three years"。模版：[Topic] faces a significant challenge: [specific statistic 1], and [comparison/projection with statistic 2], resulting in [quantified outcome]。记住要cite your source来enhance credibility。

  • 举例子

    P3 P4 P5 P6

    文章systematically用了multiple concrete examples来illustrate不同types的robotic nurses：Terapio (medical cart robot), MantaroBot/Vgo/Giraff (telepresence robots), RIBA/Robear (physical assistance robot), Actroid F (humanoid companion)。每个example都有specific name和clear function description，让abstract concept of "robotic nurses"变成了tangible products。这些examples不是randomly chosen——它们cover了robots的different roles，从delivering medications到providing emotional support，collectively demonstrating robots的versatility in addressing护士短缺。

    信号词 such as For example like including Terapio MantaroBot RIBA Actroid F

    仿写： 当introducing某个concept或category时，立即follow up with one or more concrete examples。使用transitional phrases如"For instance," "Take...as an example," "Such as"来signal examples。确保每个example includes enough detail让readers能picture it，但avoid excessive description that distracts from your point。模版：[General statement about a concept]. For example, [specific example 1 with key details]. Another instance is [example 2], which [distinguishing feature]. 可以像本文一样用proper nouns (product names)来add specificity。

  • 分类别

    P3 P4 P5 P6

    文章implicitly将robotic nurses分成了几个distinct categories：首先是minimal patient contact的utility robots（第3段的Terapio用于deliver medications和retrieve records），然后是social engagement和telepresence robots（第4段的communication-focused robots），接着是physical assistance robots（第5段的RIBA帮助patients mobility），最后是human-like companion robots（第6段的Actroid F）。这个classification从least interactive到most human-like，systematically展示了robot technology的spectrum，帮助readers理解robots能address护士短缺的different dimensions，从routine tasks到emotional needs。

    信号词 type of can be categorized on the...side first another range from...to

    仿写： 当你的topic包含multiple types或varieties时，explicitly或implicitly establish classification criteria。可以用explicit markers如"There are three types of..." "...can be categorized into..." 或者像本文一样用structural organization——dedicate separate paragraphs to each category。确保你的categories follow logical order（chronological, degree of complexity, level of interaction等）。模版：[Topic] can be understood through several categories. First, [Category 1] focuses on [key characteristic], such as [example]. Next, [Category 2] addresses [different aspect], including [example]. Finally, [Category 3] represents [another dimension]...

  • 作比较

    P1 P7

    第1段用了explicit comparison来highlight the problem：supply的增长rate versus demand的增长rate——"while the number of nurses will increase by 19 percent by 2022, demand will grow faster than supply"。这个juxtaposition让readers immediately see the gap，understand为什么increase in nurses仍然insufficient。此外，第7段做了fundamental comparison：robotic nurses versus human nurses的roles——robots"perform routine and laborious tasks"而human nurses"attend to patients with immediate needs"，clarifying这是collaboration而不是replacement。这些comparisons都directly serve文章主旨：explaining robots的complementary role。

    信号词 while faster than compared to in contrast instead rather than not...but versus

    仿写： 当你need to illustrate differences或relative magnitudes时，structure your sentences to put items in direct contrast。Use comparison markers："while A..., B..." "compared to..." "faster/slower than" "in contrast to" "rather than"。确保comparison serves your explanatory purpose而不是merely stating obvious differences。模版：While [Element A] [characteristic/action], [Element B] [contrasting characteristic/action], [resulting implication]. 或：Unlike [Element A], which [feature], [Element B] [contrasting feature], leading to [outcome]. 记住要maintain parallel structure来make comparison clear。

  • 作诠释

    P3 P4 P5 P7

    文章多处用了作诠释来ensure readers fully understand technical terms和concepts。比如第4段解释telepresence robots："can be controlled through a computer, smartphone, or tablet, allowing family members or doctors to remotely monitor patients or Skype them"——这不是formal definition，而是explaining它how it works和what it enables。第7段诠释robotic nurses的actual role："they perform routine and laborious tasks, freeing nurses up to attend to patients with immediate needs"——clarifying their function in practical terms。这些interpretative explanations比strict definitions更flexible，help readers grasp functionality和implications而不只是technical specifications。

    信号词 allowing which allow which is why that is in other words meaning this means enabling

    仿写： 当introducing technical terms或complex concepts时，don't just define them——explain what they do或why they matter。Use phrases like "which means..." "allowing..." "enabling..." "in other words..." "that is..."来signal explanations。Focus on practical implications和real-world applications rather than abstract definitions。模版：[Term/Concept], which [what it does/how it works], [resulting benefit/application]. 或：[Term] [action/feature], allowing [practical outcome]. 确保your explanation connects to readers' existing knowledge或concrete scenarios they can envision。

  • 引资料

    P1 P4 P6

    文章strategically引用了authoritative sources来support claims：第1段引用Bureau of Labor Statistics的projection about护士短缺，establishing problem的credibility with official data。第4段引用"A 2016 study"关于Giraff robot users having"consistently positive attitude"，用empirical research来validate robots的effectiveness in reducing loneliness。第6段引用hospital trial的research data——"researchers asked 70 patients"with specific results。这些citations不是decorative，而是providing evidence-based support for文章关于robots能effectively address护士短缺的central argument，increasing readers' trust in the proposed solution。

    信号词 projects that according to study found research shows researchers asked reports that data indicates Bureau of A 2016 study

    仿写： 当making factual claims或describing research findings时，always cite your sources explicitly。Use attribution phrases："According to [source]," "[Source] reports that..." "A [year] study found that..." "Research by [organization] shows..."。包含enough details让citation credible但avoid过度technical language that disrupts flow。模版：According to [authoritative source/organization], [specific finding/data]. 或：A [year] study [conducted by whom/where] found that [research result], [implication]. Remember to use quotation marks for direct quotes和integrate citations smoothly into your narrative。

  • 打比方

    P5

    第5段提到RIBA "looks like a huge teddy bear"——这不是literal description而是用familiar、cuddly image来help readers visualize这个physical assistance robot的appearance and implied approachability。Comparing一个medical device to teddy bear immediately conveys它的non-threatening design，addressing potential patient anxiety about robotic care。这个比方serves practical purpose：explaining为什么"a robot's appearance affects its ability to successfully interact with humans"，showing design choices aren't arbitrary but carefully考虑了human psychology。虽然只有这一个explicit比方，但它effectively illustrates appearance对robot acceptance的importance。

    信号词 looks like like a as if resembles similar to is like as...as acts as

    仿写： 当describing something unfamiliar或abstract时，ask yourself: what familiar thing does this resemble？Use "like" or "as" to draw explicit comparisons："X is like Y" or "X works as Y does"。Choose analogies that your target audience will recognize and that accurately capture the essential quality you want to convey。模版：[New/technical concept] looks/works/functions like [familiar object/experience], [which implies/suggests/means that characteristic]. Ensure your analogy illuminates rather than confuses——good metaphors should make readers say "ah, I see!"rather than"huh?"

IMPLIED MEANING · 言外之意

10 处话里有话

作者没有明说、但靠信号词传递出来的态度与暗示——每处给出原文片段、信号词类型与解读。

  • 护士短缺问题的严重性和紧迫性

    P1
    while the number of nurses will increase by 19 percent by 2022, demand will grow faster than supply

    让步类 while although though even though despite in spite of whereas

    这个 implicit meaning 是:尽管有 growth,但 the gap 会越来越大,问题不仅没解决反而在 worsen。这为整篇文章的 thesis 奠定了 foundation—既然 traditional solution (培养更多 nurses) 速度跟不上,就必须寻找 alternative approach,也就是后文的 robotic solution。这个 implication 给 robots 的引入提供了 strong justification,让读者理解这不是 optional innovation 而是 necessary response。

  • 机器人解决方案的意外性和突破性

    P2
    So what's the solution? Robots.

    反问句类 So So what's What's the answer How can we What should we do The solution The answer

    The implication 是:机器人不是众多 options 之一,而是 the definitive solution。这个 one-word answer 的 bluntness 传递出作者的 strong position—这是 inevitable trend 而非 debatable suggestion。对文章 thesis 的作用是 establish the central argument upfront,让读者明白后续所有 examples 和 explanations 都是在 support 这个 core proposition。这种 declarative 的方式也 set the tone,表明这是基于 evidence 的 conclusion 而非 tentative proposal。

  • 日本在机器人应用上的领先优势

    P3
    Japan is ahead of the curve when it comes to this trend.

    委婉表达类 ahead of the curve leading the way at the forefront pioneering setting the pace blazing the trail ahead of the game

    The implicit meaning 是:日本的 example 不只是 one case among many,而是 a model for future development。这暗示 U.S. should follow Japan's lead,同时也为后文介绍 Japanese robot (Terapio) 建立了 credibility。对 thesis 的作用是通过 international comparison 来 legitimize the robotic solution—如果 a technologically advanced country 已经在 implement it,那这个 approach 的 feasibility 就更有 persuasive power。这也 subtly suggests 这是 global trend 而非 isolated experiment。

  • 医疗机器人实施的渐进策略

    P3
    This type of robot will likely be one of the first to be implemented in hospitals because it has fairly minimal patient contact.

    情态词类 likely probably presumably apparently seemingly possibly potentially

    The implication 是:机器人在医疗领域的应用会遵循 a cautious, gradual approach—从 low-risk tasks (minimal patient contact) 开始。这暗示了 practical concerns about patient acceptance 和 safety considerations。对 thesis 的作用是 acknowledge potential challenges while maintaining optimism—作者在说 robots are coming,但也 recognize 这需要 strategic implementation。这种 nuanced view 增强了文章的 credibility,显示这不是 naive enthusiasm 而是 realistic assessment。

  • 机器人社交功能的间接性优势

    P4
    but the robot itself doesn't have to engage directly—it can serve as an intermediary for human communication

    转折类 but however yet nevertheless nonetheless still though

    The implication 是:机器人的价值不在于 replacing human interaction,而在于 facilitating it。这个 clarification 很关键,因为它 addresses a potential concern—人们可能担心 robots would isolate patients。通过强调 intermediary role,作者暗示这些 robots actually enhance human connection 而非 diminish it。对 thesis 的作用是 reframe the robot's function—从 potential threat to relationships 变成 enabler of relationships。这个 subtle distinction 帮助 overcome resistance 并 support the overall argument that robots complement rather than replace。

  • 用户对机器人的实际接受度

    P4
    A 2016 study found that users had a 'consistently positive attitude' about the Giraff robot's ability

    模糊限制语类 consistently positive consistently significantly notably markedly substantially considerably

    The implication 是:机器人的 effectiveness 不是 theoretical 而是 empirically validated。Consistently positive 暗示这不是 isolated positive feedback 而是 a pattern across users and time。对 thesis 的作用是通过 scientific evidence 来 counter skepticism—如果 actual users 持续表现出 positive attitudes,那 robotic solution 的 viability 就更 convincing。这个 research citation 把 the argument 从 technological possibility 提升到 proven user acceptance,strengthening the case for adoption。

  • 机器人外观设计的战略考量

    P5
    A robot's appearance affects its ability to successfully interact with humans, which is why the RIKEN-TRI Collaboration Center decided to develop a robotic nurse that looks like a huge teddy bear.

    因果关系类 which is why therefore thus hence consequently as a result for this reason

    The implication 是:机器人设计者 aware of psychological factors in human-robot interaction,特别是 appearance's role in acceptance。选择 teddy bear design 暗示了 the importance of non-threatening, approachable aesthetics 尤其对于 vulnerable patients。对 thesis 的作用是显示 robot development 不只是 technical engineering 而是 human-centered design—designers are addressing emotional and psychological barriers to adoption。这个 insight 支持了文章的论点:这些 robots 是 carefully designed for human interaction,不是 cold machines。

  • 高仿真机器人的接受度出乎意料

    P6
    only three or four said they didn't like having it around

    模糊限制语类 only just merely simply barely hardly scarcely

    The implication 是:即使是 highly human-like robots (potentially uncanny),实际 rejection rate 也极低。作者通过 emphasizing the minority 来 highlight the majority acceptance,暗示 even the "scary" aspect 不是 significant barrier。对 thesis 的作用是 address and dismiss potential concerns about robot appearance—连 human-like robots 都能被接受,说明 various robot designs are viable。这个 data point 进一步 strengthen the argument that robots can successfully integrate into healthcare settings regardless of their appearance along the spectrum from teddy bear to human-like。

  • 机器人护士的角色定位和未来展望

    P7
    robotic nurses don't decide courses of treatment or make diagnoses (though robot doctors and surgeons may not be far off)

    让步类 though although while albeit even though granted admittedly

    The implication 是:虽然现在 robotic nurses 只做 routine tasks,但技术发展方向是 toward more advanced medical functions。This parenthetical hint 暗示 the boundary between nurse and doctor functions 可能模糊,机器人最终可能 perform diagnostic and decision-making roles。对 thesis 的作用是既 reassure readers (现在只是 assistance 不是 replacement) 又 acknowledge the transformative potential of this technology。这个 subtle forward-looking statement 扩展了文章的 scope,暗示 robotic integration in healthcare 比当前讨论的范围更加 far-reaching。

  • 机器人与人类护士的关系定性

    P7
    This is one industry where it seems the integration of robots will lead to collaboration, not replacement.

    对比类 collaboration, not replacement not... but rather than instead of not... rather instead as opposed to

    The implication 是:作者在 directly addressing widespread fears about automation displacing workers,特别是在 healthcare 这个 human-centered field。通过 definitively stating collaboration not replacement,暗示 the evidence presented throughout the article supports this optimistic view。对 thesis 的作用是在 conclusion 处 reframe the entire discussion—robots 不是 threat to nursing profession 而是 solution that empowers nurses。这个 final positioning 是 strategic,旨在 alleviate concerns and promote acceptance of robotic integration。It also suggests this model of human-machine collaboration 可能 applicable to other industries facing similar automation questions。

AUTHOR ATTITUDE · 作者态度

作者态度：积极支持

结论先行：本文作者态度为积极支持（ cautiously optimistic and informative support）。下面是按步骤还原的判断过程与文中的态度信号词。

  1. 开篇答案定方向 P1 P2

    第1段 呈现护士 shortage 的严峻数据，第2段 紧接着用极短句 'So what's the solution? Robots.' 给出答案——这种 direct, confident 的回答方式本身就透露出作者对 robots 是 positive 的，而不是 questioning 或 skeptical 的。

  2. 例证方向决定态度偏向 P3 P4 P5 P6

    第3段 到 第6段 全部在列举 robots 的具体功能和成功案例（Terapio、Giraff、Robear、Actroid F），没有设立 counterargument 或反对者的声音，这种 accumulation of supporting examples 说明作者在单方向地 building a case for robots。

  3. 结尾对比句锁定态度 P7

    第7段 是全文的 conclusion，作者明确说 'the integration of robots will lead to collaboration, not replacement'——这个 'collaboration, not replacement' 的对比句式是作者最直接的 positive stance 表达，同时用 'it seems' 保持了一定的 academic caution，体现了 cautiously optimistic 的态度。

  4. 三维交叉验证态度 P1 P2 P3 P4 P5 P6 P7

    本文作者以护士 shortage 为切入点，将 robots 定位为 solution，随后用四段篇幅堆叠 positive evidence，最后用 'collaboration, not replacement' 收尾——三个维度均指向 supportive 立场，但全程保持 objective, factual 的说明文语气，因此最终判断为：cautiously optimistic and informative support（谨慎乐观的客观支持）。

文中的态度信号词

  • So what's the solution? Robots. P2

    这个极短的 rhetorical question + one-word answer 的句式，是作者用 confident, decisive 的语气将 robots 定性为 solution 的关键时刻。'So' 表示 logical conclusion，整个句式传达出作者对这一 solution 的认可是不需要论证的——它就是答案。这种 assertive framing 在说明文中是强烈的 positive attitude 信号。

    同类词 So what's the solution? The answer is clear: The key lies in One promising approach is This is where X comes in

  • ahead of the curve P3

    作者用 'ahead of the curve' 来描述 Japan 在 robot 应用上的领先地位，这个 idiom 本身带有明显的 positive connotation——它暗示这条 curve 是值得追随的，走在前面是一种优势。作者选择这个词而不是中性的 'early adopter'，说明对这一 trend 持 approving attitude。

    同类词 leading the way at the forefront pioneering setting the trend trailblazing

  • consistently positive attitude P4

    作者在此处引用了一项 2016 study 的结论，用 'consistently positive attitude' 来描述用户对 Giraff robot 的反应。作者 choose to cite 这个 study 并突出这个 finding，而不是引用批评性研究——这种 selective citation 本身就是 author's positive stance 的体现。引号内的词语是研究结论，但作者的 selection bias 揭示了其态度。

    同类词 overwhelmingly favorable response highly satisfied widely accepted well-received users reported satisfaction

  • only three or four said they didn't like P6

    'Only' 这个 limiting adverb 在这里起到了 minimizing 负面反馈的作用——作者用 'only three or four' 来强调反对者极少，从而突显 majority acceptance。这是作者在 framing data in a positive light，即便是在介绍一个 somewhat unsettling robot（Actroid F）时，也努力用数据 reassure 读者，说明 overall reception 是 positive 的。

    同类词 only a minority objected few participants disagreed only a small fraction expressed concern the vast majority responded positively nearly all participants accepted

  • collaboration, not replacement P7

    这是全文态度最集中的 explicit signal。作者用 'X, not Y' 的 contrast structure 直接 address 读者最可能有的 concern（robots 会取代人类工作），并用 'collaboration' 这个 positive concept 取代 'replacement' 这个 negative one。这个句式等于是作者在说：'你们的担心是错的，结果是好的。' 是全文 positive stance 的最终确认。

    同类词 complement, not compete augment, not eliminate assist, not substitute enhance rather than replace

  • it seems P7

    'It seems' 是一个 hedging device（语气缓和词），它让作者在表达 positive conclusion 的同时保持 academic caution。这说明作者虽然 supportive，但并非 blindly optimistic——他/她承认 robots in nursing 仍是一个 evolving field，结论尚未 fully proven。这正是 'cautiously optimistic' 态度中 'cautiously' 的语言来源。

    同类词 it appears likely probably may well would suggest

GENRE · 速判体裁

30 秒判定这是一篇说明文

体裁决定读法与出题套路。以下判断步骤与标志词全部以本文为例，可直接迁移到其他英语六级 真题文章。

如何快速判断这是一篇说明文？

  1. 开头陈述客观现状 P1

    第1段 开门见山地 present 了 U.S. nursing shortage 这个 factual situation，用 Bureau of Labor Statistics 的 data 来 support，这是典型的 expository opening。如果是 argumentative essay，开头会 express 作者的 stance 或 debatable claim；如果是 news report，会用 lead paragraph 概括 who/what/when/where。

  2. 问题-方案-分类展开 P1 P2 P3 P4 P5 P6

    第1段 提出 shortage problem，第2段 直接给出 solution (Robots)，然后 第3段-6 systematically introduce 不同 types 的 robots 及其 functions。这种 clear structure 是 expository writing 的标志。议论文会用 argument-counterargument pattern，新闻会用 inverted pyramid structure。

  3. 一般现在时陈述事实 P3 P4 P5 P6 P7

    整篇文章用 present tense 描述 robots 的 capabilities ('can make hospital rounds', 'has cameras', 'perform routine tasks')，tone 保持 neutral 和 factual。没有 persuasive words 像 'should', 'must'，也没有 news-style 的 attribution phrases 像 'according to sources' 或 time-sensitive expressions 像 'yesterday', 'breaking news'。

  4. 总结说明角色定位 P7

    第7段 用 'It's important to note' 来 clarify robotic nurses 的 actual role，explaining 它们 perform routine tasks 而不是 make diagnoses，最后 state 这是 collaboration 而非 replacement。这是典型的 expository conclusion，提供 balanced perspective。议论文会 restate thesis 和 urge action；新闻会 provide updates 或 future implications。

  5. 客观解释信息目的 P1 P2 P3 P4 P5 P6 P7

    这篇文章完美展示了 expository writing 的所有 key features：factual opening about nursing shortage，solution-oriented structure introducing robot types，objective descriptions with technical details，informative conclusion clarifying roles。没有 author's opinion、no debate、no breaking news，纯粹是 explaining how robots can address healthcare needs。

哪些词暴露了说明文体裁？

  • shortage P1 问题现状描述词 lack deficit scarcity inadequate supply insufficient
  • solution P2 说明对象定义解释词 answer approach method way to address means of solving
  • has developed P3 事物属性功能描述词 features can make can deliver can retrieve is capable of
  • This type of robot P3 说明顺序与例证词 this type of such as for example one of the first another kind
  • help with P4 事物属性功能描述词 assist in serve as allow enable can be used for
  • A 2016 study found P4 说明顺序与例证词 a study found research shows evidence indicates data reveals studies demonstrate
  • which is why P5 说明顺序与例证词 this is because the reason for that's why as a result consequently
  • looks like P5 事物属性功能描述词 resembles appears as is shaped like takes the form of is designed to look
  • It's important to note P7 说明顺序与例证词 it's important to note it should be emphasized notably one should remember bear in mind
  • Instead P7 说明顺序与例证词 instead rather by contrast in contrast on the other hand
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关于 Robot Nurses Will Make Shortages Obsolete 的常见问题

2018年12月英语六级真题第2套 Part III Section C (2) 文章 Robot Nurses Will Make Shortages Obsolete 的原文出自哪里？
thedailybeast.com 网站 2016.09.24文章 Robot Nurses Will Make Shortages Obsolete（机器人让护士短缺成为过去式）。
2018年12月英语六级真题第2套文章 Robot Nurses Will Make Shortages Obsolete 的主旨是什么？
2018年12月英语六级真题第2套 Part III Section C (2) 文章 Robot Nurses Will Make Shortages Obsolete 说明文解释了各种类型的机器人如何被开发和应用,通过执行日常任务、增强患者沟通和提供身体协助来应对美国护士短缺问题,同时补充而非取代人类护士。（英文表述：This expository article explains how various types of robots are being developed and implemented to address the U.S. nursing shortage by performing routine tasks, enhancing patient communication, and providing physical assistance, while complementing rather than replacing human nurses.）
Robot Nurses Will Make Shortages Obsolete（2018年12月英语六级真题第2套文章）是什么体裁？难度如何？
体裁为说明文，作者立场是积极支持（cautiously optimistic and informative support）。CEFR 难度 B2，全文 445 词、7 段；在英语六级全部 593 篇真题文章中，B2 级共 233 篇（占 39%）。
2018年12月英语六级真题第2套文章 Robot Nurses Will Make Shortages Obsolete 的篇章结构是怎样的？
全文 7 段按说明文骨架分为 7 个意群：第1段——问题引入：护士短缺现状；第2段——解决方案揭示；第3段——日本案例：医疗辅助机器人；第4段——社交互动机器人：远程沟通功能；第5段——外形设计：RIBA物理辅助机器人；第6段——高仿真机器人：Actroid F案例；第7段——总结澄清：协作而非替代。
Robot Nurses Will Make Shortages Obsolete 一文的作者态度是什么？
作者态度是积极支持（cautiously optimistic and informative support）。判断路径：开篇答案定方向 → 例证方向决定态度偏向 → 结尾对比句锁定态度 → 三维交叉验证态度；文中的态度信号词包括 So what's the solution? Robots.（第2段）、ahead of the curve（第3段）、consistently positive attitude（第4段）、only three or four said they didn't like（第6段）、collaboration, not replacement（第7段）、it seems（第7段）。
2018年12月英语六级真题第2套文章 Robot Nurses Will Make Shortages Obsolete 中有哪些值得积累的生词？
按文中出现顺序共 4 个：retrieve（取回;检索;调取）、intermediary（中介;媒介;中间人）、telepresence（远程临场;远程呈现;远程在场）、laborious（费力的;辛苦的;耗时耗力的），每个词的词义都可以由文中上下文线索推断得出。

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