Evidence map›Paper›PMID 31215972›Full record

ArticleJAMA psychiatry2019

Association Between Childhood Behaviors and Adult Employment Earnings in Canada.

Francis Vergunst, Richard E Tremblay, Daniel Nagin, Yann Algan, Elizabeth Beasley, Jungwee Park, Cedric Galera, Frank Vitaro, Sylvana M Côté

Open access · bronzeAbstract read
In one paragraph

Article in JAMA psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
17.7field-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

14 citing papers in PubMed, 48 citations in OpenAlex.

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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

9 authors at 7 institutions in 4 countries.

Francis VergunstResearch Unit on Children's Psychosocial Maladjustment, Université de Montréal, Montréal, Québec, Canada.
Richard E TremblayResearch Unit on Children's Psychosocial Maladjustment, Université de Montréal, Montréal, Québec, Canada.
Daniel NaginCarnegie Mellon University, Heinz College of Information Systems and Public Policy, Pittsburgh, Pennsylvania.
Yann AlganSciences Po, Observatoire Français des Conjonctures Economiques, Paris, France.
Elizabeth BeasleyCentre pour la Recherche Economique et Ses Applications, Paris, France.
Jungwee ParkStatistics Canada, Ottawa, Ontario, Canada.
Cedric GaleraUniversité de Bordeaux, INSERM U1219, Centre Hospitalier Perrens, Bordeaux, France.
Frank VitaroResearch Unit on Children's Psychosocial Maladjustment, Université de Montréal, Montréal, Québec, Canada.
Sylvana M CôtéResearch Unit on Children's Psychosocial Maladjustment, Université de Montréal, Montréal, Québec, Canada.
Centre Hospitalier Universitaire Sainte-Justine · CACarnegie Mellon University · USCentre Pour La Recherche Economique et ses Applications · FRInserm · FRInstitut d'Etudes Politiques de Paris · FRStatistics Canada · CAUniversité de Montréal · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Specifying the association between childhood behaviors and adult earnings can inform the development of screening tools and preventive interventions to enhance social integration and economic participation. Objective: To test the association between behaviors at age 6 years and employment earnings at age 33 to 35 years. Design, Setting, and Participants: This study obtained data from the Quebec Longitudinal Study of Kindergarten Children, a population-based sample of boys and girls (n = 3020) born in 1980 or 1981 in Quebec, Canada, and followed up from January 1, 1985, to December 31, 2015. The data included behavioral ratings by kindergarten teachers when the children were aged 5 or 6 years and 2013 to 2015 government tax returns of those same participants at age 33 to 35 years. Data were analyzed from September 2017 to December 2018. Main Outcomes and Measures: Mixed-effects linear regression models were used to test the associations between teacher-rated inattention, hyperactivity, aggression, opposition, anxiety, and prosociality at age 6 years and reported annual earnings on income tax returns at age 33 to 35 years. Participant IQ and family adversity were adjusted for in the analysis. Results: The study included 2850 participants, with a mean (SD) age of 35.9 (0.29) years, of whom 1470 (51.6%) were male and 2740 (96.2%) were white. The mean (SD) personal earnings at follow-up were US $33 300 ($27 500) for men and $19 400 ($15 200) for women. A 1-unit increase in inattention score at age 6 years (males mean [SD], 2.47 [2.42] vs females mean [SD], 1.67 [2.07]) was associated with a decrease in annual earnings of $1271.49 (95% CI, -1908.67 to -634.30) for male participants and $924.25 (95% CI, -1424.44 to -425.46) for female participants. A combined aggression-opposition score (males mean [SD] 2.22 [2.52] vs females mean [SD], 1.05 [1.73]) was associated with a reduction in earnings of $699.83 (95% CI, -1262.49 to -137.17) for males only, albeit with an effect size roughly half that of inattention. A 1-unit increase in prosociality score (males mean [SD], 6.12 [4.30] vs females mean [SD], 7.90 [4.56]) was associated with an increase in earnings of $476.75 (95% CI, 181.53-771.96) for male participants only. A 1-SD reduction in inattention score at age 6 years would theoretically restore $3077 in annual earnings for male participants and $1915 for female participants. Conclusions and Relevance: In this large population-based sample of kindergarten children, behavioral ratings at 5-6 years were associated with employment earnings 3 decades later, independent of a person's IQ and family background. Inattention and aggression-opposition were associated with lower annual employment earnings, and prosociality with higher earnings but only among male participants; inattention was the only behavioral predictor of income among girls. Early monitoring and support for children demonstrating high inattention and for boys exhibiting high aggression-opposition and low prosocial behaviors could have long-term advantages for those individuals and society.

Indexed as

AggressionChild BehaviorSocial BehaviorAdultBehavioral SymptomsChildChild, PreschoolEmploymentFemaleFollow-Up StudiesHumansIncomeMaleQuebecSex Factors

Identifiers

PMID31215972
PMCPMC6584893
OpenAlexW2953376375

What OpenQuestion holds

Textmetadata
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.