Research conducted in 2017 reports that the social media usage patterns of this generation may be associated with loneliness, anxiety, and fragility, and that girls may be more affected than boys by social media. According to 2018 CDC reports, girls are disproportionately affected by the negative aspects of social media than boys. Researchers at the University of Essex analyzed data from 10,000 families, from 2010 to 2015, assessing their mental health utilizing two perspectives: Happiness and Well-being throughout social, familial, and educational perspectives. Within each family, they examined children who had grown from 10 to 15 during these years. At age 10, 10% of female subjects reported social media use, while this was only true for 7% of the male subjects. By age 15, this variation jumped to 53% for girls, and 41% for boys. This percentage influx may explain why more girls reported experiencing cyberbullying, decreased self-esteem, and emotional instability more than their male counterparts.