Variables | Definitions | Questions in the Survey |
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CARE | Care responsibility of the subject, i.e., does the subject have care responsibilities for children, parents, or grandparents? | Do you need to take care of your children? Do you need to take care of your elderly parent(s)? Do you need to take care of your grandparent(s)? |
GENDER | Gender of the subject | What is your gender? Male Female |
INCOME | Income level of the subject | What is your total household income? less than US$20,000 US$20,000–34,999 US$35,000–49,999 US$50,000–74,999 US$75,000–99,999 US$100,000–149,999 US$150,000 or higher |
CONCERN | Concern level of the subject regarding COVID-19; equals one if the subject is very much concerned or concerned and zero otherwise | How concerned are you about the coronavirus (COVID-19) spread in the US right now?
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USE | The amount of time spent by a subject on any social media account, which is equal to one when the time spent is less than or equal to 1 h, two when the time spent is more than 1 h but less than or equal to 2 h, three when the time spent is more than 2 h but less than or equal to 3 h, and four when more than 3 h. In our analysis, this is equal to one when the usage level is larger than 2 h and zero otherwise. |
On a typical day, how much time (minutes) in total do you spend on all the social media accounts you have (e.g., Facebook, Instagram, Snapchat, Twitter, Pinterest, LinkedIn)? |
FATIGUE | Social media fatigue level of a subject. The three questions form one single factor. We used the factor scores of these three questions in the survey. (Items adopted from Bright et al., 2015). | Please rate your degree of agreement with the following statements regarding the amount of information available on social media (1 = strongly disagree, 5 = strongly agree).
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ENTERTAINMENT, NETWORKING, COLLABORATION | Social media usage purposes of a subject. The nine questions form three factors. We labeled these factors as follows: ENTERTAINMENT, NETWORKING, and COLLABORATION, respectively. We used the factor score of these nine questions in the survey. | Please rate your degree of agreement with the following statements regarding the purpose of using social media (1 = strongly disagree, 5 = strongly agree).
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