Table 1 Indicator measures of variables and data sources.
Name | Variables | Sign | Measures | Data sources |
|---|---|---|---|---|
dependent variables | likes | Lnlikes | Monthly number of likes, watching and reading of the NP WeChat, in logarithms | Python collection |
watching | Lnwatching | |||
reads | Lnreads | |||
independent variables | policy | Policy | Monthly number of NP policies issued by central and provincial government departments | Pkulaw: https://pkulaw.com/ |
news | News | Monthly number of news reports in important newspapers about each NP | China important newspaper full-text database | |
academic conference | Conference | Monthly number of national academic conferences that include NP presentations | Conferences database of China National Knowledge Infrastructure | |
mediator variable | WeChat posts | Lnposts | Monthly posts on NP WeChat, in logarithmic scale | Python collection |
moderator variable | administrative level | Level | Directly managed at the national level, directly managed at the provincial level and dependent on the Forestry and Grassland Bureau | Five NP Official Websites |
controlled variables | consumer price index | CPI_TI | Consumer price index for transport and communications in the province where the NP is located | Official website of the National Bureau of Statistics |
duration | Lnduration | NP WeChat account registration establishment date, less than one month according to the actual number of days of registration/30 calculation of the number of months, and take the logarithm | WeChat Account-Name Record-Registration Date | |
Types of social media | Types | Number of NPs using four social media platforms - WeChat, Sina Weibo, Douyin and Headlines Toay and whether they can comment | Five NP Official Websites |