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Cannabis Use, Employment, and Income: Fixed-Effects Analysis of Panel Data

Overview of attention for article published in The Journal of Behavioral Health Services & Research, June 2013
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • Among the highest-scoring outputs from this source (#49 of 646)
  • High Attention Score compared to outputs of the same age (91st percentile)
  • High Attention Score compared to outputs of the same age and source (80th percentile)

Mentioned by

news
1 news outlet
policy
1 policy source
twitter
2 X users
facebook
1 Facebook page
reddit
12 Redditors
bluesky
1 Bluesky user

Readers on

mendeley
69 Mendeley
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Article details
Title
Cannabis Use, Employment, and Income: Fixed-Effects Analysis of Panel Data
Published in
The Journal of Behavioral Health Services & Research, June 2013
DOI 10.1007/s11414-013-9349-8
Pubmed ID
Authors
Abstract

Uncertainty exists regarding the direction and magnitude of the association between cannabis use and labor market outcomes. Using panel data from waves 1 and 2 of the National Epidemiological Survey of Alcohol and Related Conditions, the current paper estimates the associations between several patterns of cannabis use during the past year, current employment, and annual personal income. In the single-equation models (wave 2 data), nearly all patterns of cannabis use are significantly associated with worse labor market outcomes (p < 0.05). However, when using fixed-effects techniques to address unobserved and time-invariant individual heterogeneity, the estimates are generally smaller in magnitude and less likely to be statistically significant vis-à-vis the benchmark estimates. These findings suggest that unobserved individual heterogeneity is an important source of bias in models of cannabis use and labor market outcomes. Moreover, cannabis use may be less detrimental in the labor market than other studies have reported.

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Timeline Attention over time Attention Score history
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X Demographics

X Demographics

The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 69 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
United States 1 1%
Unknown 68 99%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Student > Ph. D. Student 10 14%
Student > Bachelor 8 12%
Student > Master 7 10%
Researcher 6 9%
Other 3 4%
Other 10 14%
Unknown 25 36%
Readers by discipline
Readers by discipline Count As %
Medicine and Dentistry 10 14%
Social Sciences 8 12%
Economics, Econometrics and Finance 7 10%
Psychology 7 10%
Business, Management and Accounting 2 3%
Other 9 13%
Unknown 26 38%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 18. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 23 February 2026.
All research outputs
#2,572,537
of 32,916,726 outputs
Outputs from The Journal of Behavioral Health Services & Research
#49
of 646 outputs
Outputs of similar age
#18,789
of 234,970 outputs
Outputs of similar age from The Journal of Behavioral Health Services & Research
#2
of 10 outputs
Altmetric has tracked 32,916,726 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 92nd percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 646 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 9.2. This one has done particularly well, scoring higher than 92% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 234,970 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 91% of its contemporaries.
We're also able to compare this research output to 10 others from the same source and published within six weeks on either side of this one. This one has scored higher than 8 of them.