Evidence map›Paper›PMID 22835843›Full record

ArticleJournal of affective disorders2012

Novel surveillance of psychological distress during the great recession.

John W Ayers, Benjamin M Althouse, Jon-Patrick Allem, Matthew A Childers, Waleed Zafar, Carl Latkin, Kurt M Ribisl, John S Brownstein

Open access · greenAbstract read
In one paragraph

Article in Journal of affective disorders, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 pooled it
14.9field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 68 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. "How" web searches change under stress.Scientific reports · 2024
    Article
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  16. EPA guidance on mental health and economic crises in Europe.European archives of psychiatry and clinical neuroscience · 2016
    Review
  17. Article
  18. Article
  19. Health Insurance Status and Psychological Distress among US Adults Aged 18-64 Years.Stress and health : journal of the International Society for the Investigation of Stress · 2015
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 5 institutions in 1 country.

John W AyersChildren's Hospital Informatics Program at the Harvard-MIT Division of Health Sciences and Technology, Boston, MA, USA. john.ayers@childrens.harvard.edu
Benjamin M Althouse
Jon-Patrick Allem
Matthew A Childers
Waleed Zafar
Carl Latkin
Kurt M Ribisl
John S Brownstein
Johns Hopkins University · USHarvard–MIT Division of Health Sciences and Technology · USUniversity of California, San Diego · USUniversity of North Carolina at Chapel Hill · USUniversity of Southern California · US

Funding

RESEARCH TRAINING IN PEDIATRIC EMERGENCY MEDICINET32HD040128 · NICHD · CHILDREN'S HOSPITAL BOSTON · PI Kenneth D. Mandl · 2001 to 2026
$5.0M
NICHD NIH HHS T32 HD040128
6 · The paper itself

Abstract

backgroundEconomic stressors have been retrospectively associated with net population increases in nonspecific psychological distress (PD). However, no sentinels exist to evaluate contemporaneous associations. Aggregate Internet search query surveillance was used to monitor population changes in PD around the United States' Great Recession.

methodsMonthly PD query trends were compared with unemployment, underemployment, homes in delinquency and foreclosure, median home value or sale prices, and S&P 500 trends for 2004-2010. Time series analyses, where economic indicators predicted PD one to seven months into the future, were performed in 2011.

resultPD queries surpassed 1,000,000 per month, of which 300,000 may be attributable to the Great Recession. A one percentage point increase in mortgage delinquencies and foreclosures was associated with a 16% (95%CI, 9-24) increase in PD queries one-month, and 11% (95%CI, 3-18) four months later, in reference to a pre-Great Recession mean. Unemployment and underemployment had similar associations half and one-quarter the intensity. "Anxiety disorder", "what is depression", "signs of depression", "depression symptoms", and "symptoms of depression" were the queries exhibiting the strongest associations with mortgage delinquencies and foreclosures, unemployment or underemployment. Housing prices and S&P 500 trends were not associated with PD queries. LIMITATIONS: A non-traditional measure of PD was used. It is unclear if actual clinically significant depression or anxiety increased during the Great Recession. Alternative explanations for strong associations between the Great Recession and PD queries, such as media, were explored and rejected.

conclusionsBecause the economy is constantly changing, this work not only provides a snapshot of recent associations between the economy and PD queries but also a framework and toolkit for real-time surveillance going forward. Health resources, clinician screening patterns, and policy debate may be informed by changes in PD query trends.

Indexed as

Models, EconomicAdultAnxietyDepressionDepressive DisorderEconomic RecessionEmploymentHumansMental DisordersPopulation SurveillanceRetrospective StudiesStress, PsychologicalUnemploymentUnited States

Identifiers

PMID22835843
PMCPMC4670615
OpenAlexW2171020334

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.