利用手机检测人们的快乐指数

Researchers at Princeton University are developing ways to use mobile phones to explore how one's environment influences one's sense of well-being¹. In a study involving volunteers who agreed to provide information about their feelings and locations, the researchers found that cell phones can efficiently² capture information that is otherwise difficult to record, given today's on-the-go lifestyle. This is important, according to the researchers, because feelings recorded "in the moment" are likely to be more accurate than feelings jotted³ down after the fact.

 

To conduct the study, the team created an application for the Android operating system that documented each person's location and periodically sent the question, "How happy are you?"

 

The investigators⁴ invited people to download the app, and over a three-week period, collected information from 270 volunteers in 13 countries who were asked to rate their happiness on a scale of 0 to 5. From the information collected, the researchers created and fine-tuned methods that could lead to a better understanding of how our environments influence emotional well-being. The study was published in the June issue of Demography⁵.

 

The mobile phone method could help overcome some of the limitations that come with surveys conducted at people's homes, according to the researchers. Census⁶ measurements tie people to specific areas -- the census tracts⁷ in which they live -- that are usually not the only areas that people actually frequent.

 

"People spend a significant amount of time outside their census tracks," said John Palmer, a graduate student in the Woodrow Wilson School of Public and International Affairs and the paper's lead author. "If we want to get more precise findings of contextual measurements we need to use techniques like this."

 

Palmer teamed up with Thomas Espenshade, professor of sociology emeritus⁸, and Frederic Bartumeus, a specialist in movement ecology at the Center for Advanced Studies of Blanes in Spain, along with Princeton's Chang Chung, a statistical⁹ programmer and data archivist in the Office of Population Research; Necati Ozgencil, a former Professional Specialist at Princeton; and Kathleen Li, who earned her undergraduate degree in computer science from Princeton in 2010, to design the free, open source application for the Android platform that would record participants' locations at various intervals¹⁰ based on either GPS satellites or cellular¹¹ tower signals.

 

Though many of the volunteers lived in the United States, some were in Australia, Canada, China, France, Germany, Israel, Japan, Norway, South Korea, Spain, Sweden and the United Kingdom.

 

Palmer noted¹² that the team's focus at this stage was not on generalizable conclusions about the link between environment and happiness, but rather on learning more about the mobile phone's capabilities¹³ for data collection. "I'd be hesitant to try to extend our substantive¹⁴ findings beyond those people who volunteered." he said.

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