School of Economics, Georgia Institute of Technology, Atlanta, GA 30332.
Resources for the Future, Washington, DC 20036.
Proc Natl Acad Sci U S A. 2024 Apr 9;121(15):e2310417121. doi: 10.1073/pnas.2310417121. Epub 2024 Apr 1.
Visitation to National Parks in the United States increased by more than 25% since 2010, rising from roughly 70 to 90 million annual visitors. Anecdotes suggest that this increase was driven by the advent of social media in the early-to-mid 2010s, generating a new form of exposure for parks, and has led to concerns about overcrowding and degradation of environmental quality. However, there is little empirical evidence on the role of social media in influencing recreation decisions. Here, I construct a dataset on social media exposure (SME) for each National Park and relate that exposure to changes in visitation over the last two decades. High SME parks see visitation increase by 16 to 22% relative to parks with less exposure, which comes with a concomitant increase in revenue. Low SME parks have no, or negative, changes in visitation. These estimates account for unobserved park heterogeneity and are based on an instrumental variables strategy that predicts exposure with a park's online popularity prior to the social media era. Additional analysis suggests that recent social media posts that include media attachments increase visitation, while posts with negative sentiment reduce visitation. These results provide insight for the National Park Service-which faces more than $22 billion in deferred maintenance costs and is considering policy options to manage demand-as well as for management of recreation on other public lands.
自 2010 年以来,美国国家公园的游客量增长了 25%以上,从每年约 7000 万增加到 9000 万。有传闻称,这种增长是由于 2010 年代初社交媒体的出现,为公园带来了一种新的曝光形式,并引发了人们对过度拥挤和环境质量恶化的担忧。然而,关于社交媒体在影响娱乐决策方面的作用,几乎没有经验证据。在这里,我为每个国家公园构建了一个关于社交媒体曝光(SME)的数据集,并将这种曝光与过去 20 年的游客量变化联系起来。高 SME 公园的游客量增长了 16%至 22%,而曝光率较低的公园游客量则相应增加了收入。低 SME 公园的游客量没有变化,或者出现负增长。这些估计考虑了未观察到的公园异质性,并基于一种工具变量策略,该策略使用社交媒体时代之前公园的在线知名度来预测曝光率。进一步的分析表明,最近包含媒体附件的社交媒体帖子可以增加游客量,而带有负面情绪的帖子则会减少游客量。这些结果为面临超过 220 亿美元递延维护成本的国家公园管理局提供了一些见解,并为其他公共土地的娱乐管理提供了一些参考。