The sudden shift in well-being around 2012-13 suggests that the trends in adolescent time use reached a tipping point around that year, perhaps due to the market saturation of smartphones in that period, wrote the authors, Jean M. Twenge and Gabrielle Martin of San Diego State University and W. Kei