Journalism and Media Studies Centre, The University of Hong Kong, Hong Kong, China.
PLoS One. 2013;8(1):e53870. doi: 10.1371/journal.pone.0053870. Epub 2013 Jan 16.
A number of ecological studies have found a pattern of increasing suicide rates after suicides of several Asian entertainment celebrities. However, the finding may be subject to positive outcome bias where cases with no perceived impact may be routinely excluded. In this study, we deploy interrupted time-series analysis using ARIMA transfer function models to investigate systematically the impact of thirteen celebrity suicides on subsequent suicide rates in South Korea. We find that three out of eleven cases were found to be followed by a significant increase in suicide rate, while controlling for seasonality, secular trends, and unemployment rates. Such significant increases could last for nine weeks. Non-significance cases may be attributable to the small amount of media coverage, the "displacement" effect of preceding case, and the negative connotation of celebrity deaths. We therefore conclude that whether or not the impacts were detected may be largely conditioned by various contextual factors. Current evidence based on ecological studies is insufficient to draw a firm conclusion. Further studies using multiple approaches should be developed.
一些生态学研究发现,在一些亚洲娱乐明星自杀之后,自杀率呈上升趋势。然而,这一发现可能受到阳性结果偏差的影响,即没有明显影响的案例可能会被常规排除。在这项研究中,我们使用 ARIMA 传递函数模型进行中断时间序列分析,系统地调查了十三位名人自杀对韩国随后自杀率的影响。我们发现,在十一个案例中,有三个案例的自杀率明显上升,同时控制了季节性、长期趋势和失业率。这种显著的增长可能会持续九周。非显著性案例可能归因于媒体报道的数量较少、前一个案例的“转移”效应以及名人死亡的负面含义。因此,我们得出结论,是否检测到影响在很大程度上可能受到各种背景因素的影响。目前基于生态学研究的证据还不足以得出确凿的结论。应该采用多种方法进一步开展研究。