推特上的倡导团体和媒体报道如何推动美国的枪支采购:一项因果研究
Kevin Slote1, Kevin Daley1, Rayan Succar2,3
1Department of Mathematics and Statistics, Georgia State University, P.O. Box 4110, Atlanta, Georgia 30302-410, USA.
PNAS nexus
|June 30, 2025
概括
反监管倡导团体的反监管倡导团体.
科学领域:
- 公共卫生 公共卫生
- 犯罪学 犯罪学
- 社会学 社会学 社会学
背景情况:
- 在美国,枪支伤害是导致死亡的主要原因.
- 购买枪支的原因是害怕犯罪和大规模枪击事件.
- 社交媒体宣传可能会影响购买枪支.
研究的目的:
- 调查媒体报道,倡导团体活动和枪支收购之间的因果关系.
- 探索各种因素对枪支购买的同时影响.
主要方法:
- 利用了从2012年至2020年的每日时间序列数据.
- 使用PCMCI+框架进行因果结构调查.
- 分析了媒体对法律,法规,大规模枪击和暴力犯罪的报道,以及倡导团体的Twitter活动.
主要成果:
- 反监管倡导团体的推特活动直接推动了枪支的采购.
- 媒体对枪支法律和暴力犯罪的报道影响了枪支的购买.
- 媒体对大规模枪击事件的报道和在线活动的监管并没有显示短期因果关系.
结论:
- 社交媒体上的反监管宣传显著影响了枪支的获取.
- 媒体对特定事件和法规的报道在购买枪支的决策中起着重要作用.
- 短期购买枪支主要受到反监管倡导和某些媒体报道的影响.
相关概念视频
Group Polarization
35.6K
Group polarization is the strengthening of an original group attitude following the discussion of views within a group (Teger & Pruitt, 1967). That is, if a group initially favors a viewpoint, after discussion the group consensus is likely a stronger endorsement of the viewpoint. Conversely, if the group was initially opposed to a viewpoint, group discussion would likely lead to stronger opposition.
35.6K
Framing Effects
7.5K
Information is everywhere and its presentation—such as how and when items are presented—can impact our perceptions and decisions surrounding the info. This broad concept umbrellas framing effects—influences that occur due to the way information is framed in its appearance, whether it’s purely the order or the specific wording of a message. Let’s take a look at numerous ways in which two versions of something can objectively say the same thing, yet we respond in...
7.5K
Cause and Effect
11.4K
While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
11.4K
Social Proof
28.7K
Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
28.7K
The Availability Heuristic
6.4K
A heuristic is a general problem-solving framework (Tversky & Kahneman, 1974). You can think of these as mental shortcuts that are used to solve problems. Different types of heuristics are used in different types of situations, and the impulse to use a heuristic occurs when one of five conditions is met (Pratkanis, 1989):
6.4K
Archival Research
16.5K
Some researchers gain access to large amounts of data without interacting with a single research participant. Instead, they use existing records to answer various research questions. This type of research approach is known as archival research. Archival research relies on looking at past records or data sets to look for interesting patterns or relationships. For example, a researcher might access the academic records of all individuals who enrolled in college within the past ten years and...
16.5K


