Pace of Automation

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1. Would you consider you job to be low-skilled?

Yes
No

This question requires an answer

2. As a result of the COVID-19 pandemic have you continued to work *

Remotely (from home)
Continued to go into your place of work
Unable to work completely

This question requires an answer

3. Has your Job been automated since COVID-19 began? *

Yes
No
Semi-automated

4. How has your online shopping behaviour changed during the COVID-19 pandemic?

Shopped online more than before the pandemic
Shopped online less than before the pandemic
Shopped online just the same as before the pandemic
I do not shop online

5. Has COVID-19 resulted in you using digital wallets more frequently (Paypal, Apple Pay, Google Wallet)?

Yes
No
I do not use Digital wallets

6. Have you purchased items online that you previously would not have, as a result of the COVID-19 pandemic?

Yes
No
I do not shop online

7. Have you noticed the availability of products in-store or online changing during the pandemic?

Yes
No

8. Have you noticed an increase in the availability of customised products?

Yes
No

9. Have you noticed the price of products changing throughout COVID-19?

Yes
No

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