Adamczyk Amy, Liu Yu-Hsuan, Scott Jacqueline
John Jay College of Criminal Justice and The Graduate Center, City University of New York, United States.
John Jay College of Criminal Justice and The Graduate Center, City University of New York, United States.
Soc Sci Res. 2021 Nov;100:102602. doi: 10.1016/j.ssresearch.2021.102602. Epub 2021 Jul 7.
Over the last 20 years, internet usage has increased substantially, providing an inexpensive source of data that may be less prone to bias and could provide a greater number of meso and macro units. However, validating big data and their usefulness has been challenging. This study uses established sources to validate Google Trends' search interest in the "Bible" across US Designated Market Areas and "Ramadan" across nations, establishing a potential new source of religion data. We then use these measures to show that people from religiously conservative US areas and countries are more likely to disapprove of homosexuality, abortion and pornography. Conversely, Americans from conservative religious areas are also more likely to search for these topics; and cross-national interest in Islam is associated with increased interest in pornography. Our study offers insight into Google Trends' potential for social science research and a roadmap on how to use these data.
在过去20年里,互联网使用量大幅增长,提供了一种成本低廉的数据来源,这种数据可能不太容易出现偏差,并且可以提供更多的中观和宏观单位。然而,验证大数据及其有用性一直具有挑战性。本研究利用既定来源验证了谷歌趋势在美国指定市场区域对“圣经”的搜索兴趣以及在各国对“斋月”的搜索兴趣,确立了一种潜在的宗教数据新来源。然后,我们利用这些指标表明,来自美国宗教保守地区和国家的人更有可能反对同性恋、堕胎和色情内容。相反,来自宗教保守地区的美国人也更有可能搜索这些话题;而跨国界对伊斯兰教的兴趣与对色情内容的兴趣增加有关。我们的研究深入探讨了谷歌趋势在社会科学研究中的潜力以及如何使用这些数据的路线图。