Wearable Device and Personal AI Agent User Survey

This survey explores students' attitudes toward a Personal Al Agent integrated with wearable devices.

By combining health data (e.g., heart rate, sleep) with your schedule (e.g., classes, exams), the Al offers proactive and personalized lifestyle suggestions.

Note: The Al only provides suggestions and will not control your phone, modify schedules, or make decisions for you.

本问卷旨在调查大家对“可穿戴设备+个人AI智能体”的看法。

该AI能结合您健康数据（如心率、睡眠）和日程信息（如课表、考试），主动提供个性化生活建议。

提示：AI仅提供建议，不会擅自操控手机、修改日程或替您做决定。

Do you currently use or have you ever used a fitness band or smartwatch? 你目前是否使用或曾经使用过智能手环或智能手表？

A. I currently use one regularly 目前经常使用

B. I currently use one occasionally 目前偶尔使用

C. I used one before, but no longer use it 曾经使用过，但现在不使用

D. I have never used one 从未使用过

How often do you actively check health data on your wearable device, such as heart rate, sleep, HRV or stress levels? 你通常多久主动查看一次可穿戴设备中的健康数据，例如心率、睡眠、HRV或压力水平？

What are your main reasons for checking health data on your wearable device? 你主动查看可穿戴设备健康数据的主要目的是什么？【多选题】

A. To understand my sleep quality 了解自己的睡眠情况

B. To monitor exercise or physical activity 监测运动或身体活动情况

C. To monitor stress or recovery 关注压力或身体恢复状态

D. To monitor heart rate or other physiological indicators 监测心率等生理指标

E. To identify potential abnormal conditions 发现可能的异常情况

G. I rarely or never check health data 很少或从不查看健康数据

What do you think are the main limitations of current wearable devices? 你认为目前可穿戴设备最大的局限是什么？【多选题】

A. They provide data but do not tell me what I should do 只提供数据，但不会告诉我应该怎么做

B. I need to actively open an app to check the data 需要主动打开App查看数据

C. Their reminders are relatively fixed and cannot adapt to my situation 提醒内容比较固定，不能结合我的实际情况

D. Their reminders are not connected to my study or daily schedule 提醒与我的学习或生活安排没有关联

E. The data may sometimes be inaccurate 数据有时不准确

F. There are too many notifications 提醒太多

G. I have privacy concerns 存在隐私问题

H. I do not see any major limitations 没有明显局限

I. Other 其他

If the AI detects that you have been sleep-deprived for several days while your schedule is very busy, how would you want it to respond? 如果AI发现你已经连续多天睡眠不足，同时你的日程安排非常紧凑，你希望它如何回应？

A. Proactively suggest reducing some activities and scheduling rest 主动建议减少部分活动并安排休息

B. Remind me that I have not had enough sleep, but let me decide 提醒我睡眠不足，但由我自己决定

C. Only show the relevant data without giving suggestions 只展示相关数据，不提供建议

D. Prioritize my existing schedule and avoid intervention 优先考虑我原有的日程，不进行干预

E. Do not provide any reminder 不提供任何提醒

If an AI Agent could combine your physiological data with your daily schedule, which types of proactive suggestions would you find most useful? 如果AI智能体能够结合你的身体数据和当天日程，你认为哪些类型的主动建议最有价值？【多选题】

A. Sleep and rest suggestions 睡眠与休息建议

B. Study or revision schedule suggestions 学习或复习时间安排建议

C. Exercise and physical activity suggestions 运动与身体活动建议

D. Break suggestions between classes 课间休息建议

E. Physical condition reminders during exam periods 考试期间的身体状态提醒

F. Suggestions to adjust daily tasks according to stress levels 根据压力状态调整当天任务的建议

G. Suggestions based on long-term sleep or recovery patterns 根据长期睡眠或身体恢复情况提供建议

H. Reminders about important things I may forget 提醒可能被忽略的重要事项

I. Other 其他

Compared with actively opening an app to check your health data, how would you feel about an AI proactively telling you what you might need to do based on your situation? 与自己主动打开App查看健康数据相比，你对AI根据你的情况主动告诉你可能需要做什么这种方式的接受程度如何？

A. Very acceptable 非常接受

B. Quite acceptable 比较接受

C. Neutral 无所谓

D. Not very acceptable 不太接受

E. Completely unacceptable 完全不接受

What do you think is most important when an AI proactively provides suggestions? 你认为AI主动提供建议时，最重要的是什么？【多选题】

A. The suggestions are accurate 建议准确

B. The suggestions fit my actual schedule 建议符合我的实际日程

C. The AI explains why it gives the suggestion AI能够解释为什么提出这个建议

D. The suggestions are not too frequent 建议不会过于频繁

E. The AI does not interfere with my decisions AI不会过度干涉我的决定

F. I can turn off the suggestions whenever I want 我可以随时关闭主动建议

G. My personal data is well protected 我的个人数据得到充分保护

H. The AI can gradually adapt to my habits AI能够逐渐适应我的个人习惯

I. Other 其他

What situations would make you feel that proactive AI suggestions are annoying or intrusive? 在以下哪些情况下，你会觉得AI的主动建议令人厌烦或具有侵入感？【多选题】

A. I already know my physical condition and do not need repeated reminders 我已经知道自己的身体状态，不需要反复提醒

B. During intensive exam preparation, I do not want suggestions to rest 备考冲刺期间不希望被建议休息

C. Receiving suggestions during private leisure time 在私人休息或娱乐时间收到建议

E. The AI gives too many suggestions about my study schedule AI对我的学习安排提出过多建议

F. The AI makes judgments based on a single abnormal measurement AI仅根据一次异常数据就做出判断

G. The notifications are too frequent 推送频率过高

H. I feel that I am being continuously monitored 我感觉自己一直处于被监控状态

I. None of these would make me feel intrusive 以上情况都不会让我觉得有侵入感

J. Other 其他

What frequency of proactive AI suggestions would you consider acceptable? 你认为AI主动提供建议的合理频率应该是？

A. Only when there is an obvious abnormality or important situation 只有检测到明显异常或重要情境时才提醒

B. At most once a day 每天最多一次

C. Two to three times a day 每天2至3次

D. Only when I actively request suggestions 只在我主动要求时提供

E. I do not want any proactive suggestions 完全不希望收到主动建议

Which types of data would you be willing to allow the AI to access in order to provide personalized suggestions? 为了获得个性化建议，你愿意允许AI访问哪些数据？【多选题】

What are your biggest privacy concerns about this type of AI system? 对于这类AI系统，你最大的隐私顾虑是什么？【多选题】

A. Leakage of health data 健康数据泄露

B. Leakage of my schedule or personal life information 日程和个人生活信息泄露

C. Being continuously monitored 被持续监测

D. My emotions or stress levels being analyzed 我的情绪或压力水平被分析

E. My data being used for other purposes 我的数据被用于其他目的

F. The AI storing my historical data for a long time AI长期保存我的历史数据

G. Not knowing exactly what information the AI can access 不清楚AI究竟可以访问哪些信息

H. I have no major privacy concerns 没有明显的隐私顾虑

What limitations do you think this type of AI Agent is most likely to have? 你认为这类AI智能体最可能存在的局限是什么？【多选题】

A. It may not accurately understand my actual physical condition 可能无法准确理解我的真实身体状态

B. It may not accurately understand my academic pressure 可能无法准确理解我的学习压力

C. It can only make judgments based on data and cannot understand special circumstances 只能根据数据判断，无法理解特殊情况

D. It may provide overly conservative suggestions 可能给出过于保守的建议

E. It may mistake a normal condition for an abnormal one 可能把正常状态误判为异常

F. It may not understand my personal habits 可能无法理解我的个人习惯

G. It may rely too heavily on my schedule data 可能过度依赖我的日程数据

H. Other 其他

Overall, how willing would you be to use a wearable device with this type of Personal AI Agent? 总体来说，你有多愿意使用搭载这类Personal AI Agent的可穿戴设备？