She advocates cost-effective prevention and control measures, such as subsidized mobile phones and mobile data for the elderly and the circulation of depression-related health education content on social media. Official statistics show that 297 million Chinese people were aged 60 or above in 2023, a...
Depression is a serious and widespread public health challenge. We examine the potential for leveraging social media postings as a new type of lens in understanding depression in populations. Information gleaned from social media bears potential to complement traditional survey techniques in its ability ...
She advocates cost-effective prevention and control measures, such as subsidized mobile phones and mobile data for the elderly and the circulation of depression-related health education content on social media. Official statistics show that 297 million Chinese people were aged 60 or above in 2023, a...
It is important to define the different types of social media platform and their specific features (e.g., whether they are based on text, static image, or video and whether messages are temporary or permanent, etc.). These features make different platforms more or less suitable for different...
According to the new characteristics of social media language, we build a special emotional dictionary consisted of text emotional dictionary and emoticon dictionary to extract microblog text features for word frequency statistics. Considering the heterogeneity between text feature and another two features,...
Descriptive statistics and correlation analysis The results of descriptive statistics and correlation analysis are shown in Table 1. We found that upward social comparison on MSM was positively correlated with depression and envy. There was also a positive correlation between envy and depression. Testing...
Detecting depression on social media has received significant attention. Developing a depression detection model helps screen depressed individuals who may need proper treatment. While prior work mainly focused on developing depression detection models w
According to World Health Organization statistics, depression is a prominent cause of concern worldwide, leading to suicide in the majority of these cases if left untreated. Nowadays, social media is a great place for users to express themselves through text, emoticons, images, etc., which reflec...
In the last 50 years, statistics have shown that we are less happy as a people.“While our quality of life has increased dramatically over that time, and we’ve become richer, we’re in an epidemic of depression,” Seligman said.“Depression is 10 times more common now, and life ...
devices interfere (干预) with sleep.(老年人也不太可能让设备干扰睡眠。)”可知,青少年和年轻人最容易受到设备的影响,根据第二段的“Cell phones and social media(手机和社交媒体)”可以猜测出这些设备指手机和社交媒体,因此划线短语social stressors的意思是“手机和社交媒体”,即Cell phones and social media,...