本科学生在费用与使用限制下的编程智能体使用策略调查问卷

本问卷用于香港中文大学(深圳)ENG2001课程研究,旨在了解香港中文大学(深圳)的计算机科学本科生在面对编程智能体的费用与使用限制时,如何调整使用方式。

This survey is part of an ENG2001 course research project. It examines how Computer Science undergraduates at CUHKSZ adjust their coding agent usage strategies when facing cost and usage constraints.


本问卷中的“编程智能体”指能够根据指令读取项目文件、直接修改代码或运行开发工具的AI功能,例如Codex、Cursor Agent及GitHub Copilot中的Agent功能。

In this survey, a coding agent means an AI function that can read project files, directly edit code, or run development tools in response to instructions. Examples include Codex, Cursor Agent, and agent features in GitHub Copilot. 


问卷不收集姓名、学号或联系方式,结果仅作汇总分析。参与完全自愿,你可以在提交前随时退出。预计填写时间为3-5分钟。

The survey does not collect names, student IDs, or contact details. Results will be reported in aggregate. Research data will be stored securely and deleted after course assessment. Participation is voluntary, and you may leave the survey at any time before submitting.


第一部分:参与资格与使用背景
Part 1: Eligibility and Usage Background

1. 你目前就读于哪个年级?
What is your current year of study?
2. 过去4周,你是否使用过编程智能体功能完成课程编程任务?
In the past four weeks, have you used coding agent functions for programming coursework?
3. 过去4周,你使用过哪些编程智能体完成课程编程任务?
Which coding agents have you used for programming coursework in the past four weeks?
4. 过去4周,你有多少天使用过编程智能体完成课程编程任务?
On how many days did you use coding agents for programming coursework in the past four weeks?
5. 你过去4周使用的编程智能体采用哪些付费方式?
Which payment arrangements applied to the coding agents you used in the past four weeks? Select all that apply.
6. 过去4周,你个人为编程智能体支付了多少费用?包括订阅和额外额度,不包括他人为你支付的费用;外币按大致人民币金额选择。 / How much did you personally spend on coding agents in the past four weeks? Include subscriptions and additional credits, but exclude payments made by others. Select the approximate RMB equivalent for other currencies.

第二部分:费用与使用限制

Part 2: Cost and Usage Constraints

7. 过去4周,你是否因为费用而放弃过原本想购买的某项编程智能体服务?服务包括订阅、升级或额外额度。 / In the past four weeks, did you decide against purchasing a coding agent service you wanted because of its cost? Services include subscriptions, upgrades, or additional credits.
8. 过去4周,你有多少天遇到过编程智能体额度用完的情况?同一天即使多个工具额度用完,也只计一天。 / On how many days did you run out of coding agent allowance in the past four weeks? Count each day once, even if you ran out of allowance on more than one tool.
9. 过去4周,你遇到过以下哪些费用或使用限制? / Which of the following cost or usage limits did you encounter in the past four weeks?
10. 过去4周,面对费用或使用限制时,你实际采取过哪些办法? / What did you actually do when facing cost or usage constraints in the past four weeks?

第三部分:应对策略与使用调整

Part 3: Coping Strategies and Usage Adjustments

11. 过去4周,当需要节省可用额度时,你优先把额度用于哪些任务?最多选择三项。 / When you needed to conserve your allowance in the past four weeks, which tasks did you prioritize using it for? Select up to three.
12. 过去4周,面对这些限制时,与没有限制时的通常做法相比,你对以下做法作了哪些调整?
In the past four weeks, how did you adjust the following practices when facing these constraints, compared with your usual practices without them?

每行选择一项。无法比较时,请选择“不适用或无法判断”。
Select one response per row. If you cannot make the comparison, select “Not applicable or unable to judge.”
  • 明显减少 / Decreased considerably
  • 略有减少 / Decreased slightly
  • 没有变化 / No change
  • 略有增加 / Increased slightly
  • 明显增加 / Increased considerably
  • 不适用或无法判断 / Not applicable or unable to judge
单次提示中提供的任务细节 / The amount of task detail provided in each prompt
完成一项任务时向Agent追问的次数 / The number of follow-up requests made to the agent for a task
接受修改前自己阅读代码的程度 / How thoroughly I read the code before accepting changes
接受修改前自己运行测试的频率 / How often I ran tests before accepting changes
13. 回顾过去4周,你在决定如何应对这些限制时,对以下说法的同意程度如何?
Thinking about how you responded to these constraints in the past four weeks, how much do you agree with the following statements?

每行选择一项。
Select one response per row.
  • 非常不同意 / Strongly disagree
  • 不同意 / Disagree
  • 既不同意也不反对 / Neither agree nor disagree
  • 同意 / Agree
  • 非常同意 / Strongly agree
  • 不适用或无法判断 / Not applicable or unable to judge
避免额外开支是我考虑的重要因素。 / Avoiding additional spending was an important consideration.
尽快继续当前任务是我考虑的重要因素。 / Resuming the task as soon as possible was an important consideration.
保留自己理解代码的机会是我考虑的重要因素。 / Having an opportunity to understand the code myself was an important consideration.
14. 请简述过去4周中,你最近一次受到费用或使用限制的经历,以及当时采取的应对办法。请勿填写姓名、账户信息或具体的私有代码。 / Briefly describe the most recent time you faced a cost or usage constraint in the past four weeks and how you responded. Please do not include names, account details, or private code.
更多问卷 复制此问卷