Boise State University, Human-Environment Systems, 1295 University Drive, Boise, ID, 83725, U.S.A.
Boise State University, Ecology, Evolution, and Behavior, 1910 University Drive, Boise, ID, 83725, U.S.A.
Conserv Biol. 2019 Jun;33(3):645-654. doi: 10.1111/cobi.13225. Epub 2018 Nov 27.
Natural resource and wildlife managers must balance the disparate priorities of a diversity of stakeholders. To manage these priorities, a firm understanding of topics salient to the public is needed. The media often report on issues of importance to the public; therefore, these reports may be a useful measure of public interest. However, efficient methods for distinguishing diverse topics related to a wildlife management issue reported in the media and changes in the salience of those topics have been lacking. We used latent Dirichlet allocation, a Bayesian mixture model, to quantitatively assess the salience of topics surrounding the gray wolf (Canis lupus), which was reintroduced to Idaho (U.S.A.) in 1995. We analyzed articles published from 1960 to 2015 in an Idaho newspaper. We identified 6 distinct topics associated with gray wolves: policy, hunting, biological status, implementation of management, recovery, and human-wolf conflict. The salience of topics pre- and postreintroduction of wolves (1995) and pre- and postdelisting of wolves from the U.S. Endangered Species Act (2009) differed significantly, underscoring that these events were turning points in how issues were being publicly discussed and framed. Articles written by the local reporters were more likely to report on topics regarding conflict between humans and wolves, whereas articles sourced from a national outlet reported more on topics pertaining to wolf policy and biological status. In the context of managing a contentious, far-ranging, and long-lived wildlife species, our methods can help guide the location and timing of a suite of management strategies (e.g., media relation plans and stakeholder engagement) that promote human-wildlife coexistence across different landscapes.
自然资源和野生动物管理者必须平衡各种利益相关者之间相互冲突的优先事项。为了管理这些优先事项,需要对公众关注的话题有一个坚定的理解。媒体经常报道对公众重要的问题;因此,这些报道可能是衡量公众兴趣的一个有用指标。然而,在媒体报道的野生动物管理问题中,区分相关的不同主题以及这些主题的显著性变化的有效方法一直缺乏。我们使用潜在狄利克雷分配(一种贝叶斯混合模型)来定量评估与 1995 年重新引入爱达荷州(美国)的灰狼(Canis lupus)相关的主题的显著性。我们分析了 1960 年至 2015 年在爱达荷州报纸上发表的文章。我们确定了与灰狼相关的 6 个不同主题:政策、狩猎、生物状况、管理实施、恢复和人与狼的冲突。狼重新引入(1995 年)前后以及狼从美国濒危物种法案(2009 年)中除名前后的主题显著性差异显著,这表明这些事件是如何公开讨论和阐述问题的转折点。由当地记者撰写的文章更有可能报道人类与狼之间冲突的主题,而从国家渠道获取的文章则更多地报道有关狼政策和生物状况的主题。在管理一个有争议、范围广泛和寿命长的野生动物物种的背景下,我们的方法可以帮助指导管理策略的定位和时间安排(例如,媒体关系计划和利益相关者参与),以促进不同景观中的人与野生动物共存。