Popular Science 09月29日
猫主人比狗主人捐款更多
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一项发表在《Anthrozoös》杂志上的研究发现,猫主人比狗主人捐款更多,且更频繁,捐赠范围更广。研究分析了2013年至2022年间近6300万捐赠者和7.88亿笔交易的数据,发现猫主人平均捐赠金额比狗主人多约80美元,捐赠频率也略高。这可能与猫主人更开放或更容易焦虑的性格特质有关,但总体而言,宠物主人普遍是慈善事业的积极贡献者。

💰 研究显示,猫主人在2013年至2022年间总共捐赠了78亿美元,比狗主人多约8亿美元,且捐赠频率略高。这表明猫主人更倾向于参与慈善活动。

🐾 该研究分析了近6300万捐赠者和7.88亿笔交易的数据,涵盖了不同年龄、性别、收入和教育程度的捐赠者,确保了数据的全面性和准确性。

🧠 研究人员使用CatBoost机器学习模型分析数据,发现猫主人的捐赠行为可能与他们更开放或更容易焦虑的性格特质有关,但这些差异虽然存在,但并不巨大。

🤝 这项研究不仅揭示了猫主人和狗主人之间的捐赠差异,还表明宠物主人普遍是慈善事业的积极贡献者,为市场营销人员提供了有价值的参考数据。

It’s a battle as old as time. Or at least as old as about 26 to 35 million years ago when felines and canines first evolved. Cats and dogs duking it out for who is the best human companion. That debate has spilled over to humans, with research showing that dog owners are more often considered more social and community-oriented, while cat owners are believed to be more introverted and open-minded

However, “cat people” appear to be more generous when it comes to raising money for charity. A study recently published in the journal Anthrozoös, found that cat owners donate slightly more than dog owners, and donate more often and to a variety of causes. Despite this divide, pet owners in general do tend to donate the most.

In the study, a reasearcher from Dartmouth College studied data from cloud-computing management company Snowflake on roughly 63 million donors and 788 million transactions. In total, this added up to nearly $70 billion between 2013 and 2022. They looked at donation amounts between $20 and $100,000 and their frequency, along with the other demographics including age, gender, income, and education. 

They then imported the data into a machine learning model called CatBoost, which stands for categorical boosting, to analyze the data on donors.

Donations by Pet Ownership (2013–2022)

Pet Owner TypeTotal Donations (2013–2022)Donation Frequency (2013–2022)
No pets$1,06011
Cat owners$78015
Dog owners$70013
Both cat and dog owners$63014

The model showed that cat owners donated about $80 more than dog owners and with slightly more frequency. Prior psychological research has shown that openness is frequently correlated with higher levels of giving. If some cat owners are more open or more prone to worry than dog owners, these personality traits could explain why cat people donated more money more frequently.

“My research shows how pet ownership reflects complex personality differences, even when it comes to philanthropy,” study author and social scientist Herbert Chang said in a statement. “They’re not huge divergences, but they are meaningful and reflect everyday intuitions toward dog and cat owners.”

According to Chang, this kind of data on the differences in donation behavior could be useful for marketers trying to reach target audiences. And it gives cat owners another chance to defy stereotypes.

The post Cat owners donate more money than dog owners appeared first on Popular Science.

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猫主人 狗主人 慈善捐赠 性格特质 宠物
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