色情视频

Health and Wealth Connected?

By studying Google search data, researchers discovered Americans had more health concerns during the recession.

Tuesday, January 7, 2014
During the Great Recession (2008 - 2011), a greater-than-expected number of Americans searched for information on stress-related symptoms. Photo credit:  Chiew Pang/Flickr Creative Commons
During the Great Recession (2008 - 2011), a greater-than-expected number of Americans searched for information on stress-related symptoms. Photo credit: Chiew Pang/Flickr Creative Commons

We ring in the New Year with hopes of being healthy, wealthy, and wise. A new study from epidemiological researchers and long-time colleagues John W. Ayers of 色情视频 and Benjamin Althouse of the Santa Fe Institute and their colleagues suggests that health and wealth may be more strongly connected than previously thought.

The group examined Americans鈥 Google search patterns and discovered that during the recent Great Recession, people searched considerably more frequently for information about health ailments. The kinds of problems indicated by the queries weren鈥檛 life threatening, but they could keep someone in the bed a few days, like ulcers, headaches, and back pain.

In total, the team found there were more than 200 million excess queries of this kind during the Great Recession than expected.

鈥淲hile it鈥檚 impossible to uncover the motives for increased searches, they likely indicate a person being ill, and ill enough to seek out online information or remedies,鈥 Ayers said. The same group previously published a showing that queries for anxiety and depression also increased substantially during the Great Recession.

Revealing searches

In the new study, published today in the American Journal of Preventive Medicine, the team began with five root words indicative of the most common health problems: 鈥渃hest鈥, 鈥渉eadache鈥, 鈥渉eart鈥, 鈥減ain鈥, and 鈥渟tomach.鈥 Controlling for search terms that might return false positives (such as 鈥渢ool chest鈥), the researchers measured how frequently people in the United States searched for queries involving those root terms during the Great Recession, here defined as December 2008 through 2011, and came up with a list of 343 symptom queries.

Next, the team calculated what the search volume of those symptoms鈥 queries would have been if there had been no Great Recession鈥攚hat statisticians call synthetic controls)鈥攃orrecting for such variables as the growing availability of the Internet and increased usage.

Comparing those values to people鈥檚 actual search behavior revealed that certain symptoms were searched for with far more frequency during the recession. Searches for 鈥渟tomach ulcer symptoms鈥 were 228 percent higher than would be expected and 鈥渉eadache symptoms鈥 were 193 percent higher, representing about 1.48 and 1.52 million excess searches.

Aggregating the symptoms into themes, the researchers found that several broad categories of health concerns stuck out: Queries about headaches were 41 percent higher than expected; for hernias, 37 percent; for chest pain, 35 percent; and for heart arrhythmias, 32 percent. Back pain, gastric pain, joint pain and toothache also popped up with greater-than-expected frequency among the search terms.

鈥淭he Great Recession undoubtedly got inside the body via the mind,鈥 Ayers said. 鈥Job loss or losing a home touched nearly everyone, directly or indirectly. But those who got away unscathed were probably not immune to the Great Recession鈥檚 health implications, with many thinking 鈥業 could be next鈥.鈥

Superior surveillance

Althouse, the study鈥檚 lead author, said that by monitoring health-related search terms, public health officials could recognize burgeoning epidemics and direct resources to help people reduce their stress or take other precautionary measures. This technique is quicker, cheaper, and more efficient than traditional survey based methodologies, he added.

鈥淚n fact, many current approaches to public health surveillance are both slow and expensive,鈥 Althouse said. 鈥淚nternet search queries may be a significantly more precise metric, suggesting precisely when and how the population鈥檚 health could be changing.鈥

鈥淏y looking for these more-frequent-than-expected search terms and matching them up to world events, public health officials can conduct population health surveillance on a truly unprecedented scale,鈥 added Mark Dredze, a professor of computer science at Johns Hopkins University and one of the study鈥檚 coauthors.

The team pointed out that their approach could be used to immediately improve public health. For example, search engines like Google could interpret these searches and suggest links to evidence-based, Internet-based treatment options in coordination with health agencies.

鈥淭he web is a stigma-reducing and cost-reducing venue to reach patients who search for, but do not otherwise receive, treatment because they cannot afford medications or copayments,鈥 said Jon-Patrick Allem, another of the study鈥檚 coauthor and a doctoral candidate at the University of Southern California Keck School of Medicine.

Matthew Childers, study coauthor and professor of political science at the University of Georgia, added that their findings carry political implications, as well.

鈥淚f you just recently had your unemployment benefits slashed, in addition to becoming poorer, you just might end up sicker too,鈥 Childers said. 鈥淥f the more than $800 billion allocated by the stimulus package, only $9 billion was spent on health promotion, and our study shows how health can have greater salience in economic debates going forward.鈥

This project was supported by a Google.org grant from 2012, although Google.org played no role in designing or conducting this study.

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