
(© Andrey Popov - stock.adobe.com)
In A Nutshell
- A Danish study of more than 110,000 children found that mothers who worked in military or defense, ground transportation, or public administration jobs were more likely to have a child diagnosed with autism.
- In some cases, the association held even when the mother had left that job years before getting pregnant.
- Researchers suggest toxic chemical exposures and chronic workplace stress as possible pathways, but neither was directly measured in this study.
- Because the study shows a statistical association rather than a proven cause, more targeted research is needed to understand what specific exposures or conditions may be involved.
When most people think about what affects a baby’s health, they picture what happens during pregnancy: diet, prenatal vitamins, stress levels. But a large new study out of Denmark is raising a more unsettling question. Could a mother’s job, even one she held years before she got pregnant, be associated with her child’s later autism diagnosis?
Researchers examined data on more than 110,000 children born in Denmark between 1973 and 2012, comparing those diagnosed with autism against those who were not. Mothers who worked in job categories that may involve toxic exposures or high stress, including military and defense roles, ground transportation, and public administration, were more likely to have a child diagnosed with autism spectrum disorder. In some cases, that association held even when the mother had left the job well before conception. More specific studies are needed to understand what’s driving it.
Autism spectrum disorder is a lifelong condition affecting how a person communicates and interacts with the world, and also involves repetitive behaviors or narrowly focused interests. In Denmark, rates climbed from roughly 19 in every 10,000 children in 2004 to 126 in every 10,000 by 2015. Scientists believe both genetics and environment contribute, but exactly which environmental factors matter most, and when they matter, remains an open question.
A Database of 110,000 Children Tracked Mothers’ Jobs Across Decades
Rather than surveying families or relying on anyone’s memory, researchers drew from several official Danish databases recording hospital diagnoses and employment histories. Published in Occupational and Environmental Medicine, the study identified 1,702 children diagnosed with autism and matched each one to up to 100 children without an autism diagnosis, more than 108,000 comparison children in total, based on sex and birth year. Mothers’ full employment records came from the Danish Pension Fund Registry, which tracks every job a person holds between ages 16 and 66.
That data was organized into 42 job categories and examined across four time windows: any time before conception through the baby’s first six months; one year before conception; during pregnancy; and during infancy. Researchers accounted for factors including the mother’s age, psychiatric history, number of previous children, and residential location.
What the Numbers Showed About Maternal Occupation and Autism Risk
Three broad job categories produced the clearest findings: ground transportation, public administration, and military or defense work.
Mothers who had worked in military or defense roles showed the highest increased odds of having a child with autism among the significant findings, and that association held across every time window studied. It also held up after researchers adjusted for additional factors like smoking, immigration status, and household income.
Mothers employed in ground transportation, drivers, logistics workers, and similar roles, also showed a meaningful increase in the odds of having a child with autism. In sex-stratified analyses, this association appeared mainly among male children, though the authors caution that some sex-specific analyses had limited sample sizes.
Public administration workers showed a similar overall association. In sex-stratified analyses, the pattern appeared stronger among female children, raising a question for future research about whether occupational exposures or stressors could relate differently to boys’ and girls’ neurodevelopment.
Several other categories, including air transportation, chemical processing, and cleaning services, showed initial associations with autism risk, but those did not survive the statistical correction researchers applied to reduce the chance of false positives.
Two Possible Explanations: Toxic Exposures and Workplace Stress
Chemical exposure is one candidate. Defense work can involve contact with lead from weapons training, exhaust fumes, and industrial solvents. Drivers and ground transportation workers may be regularly exposed to vehicle exhaust and fine particles. Prior research has linked prenatal exposure to traffic-related air pollution to developmental outcomes in young children, and this study’s findings echo those concerns.
Not all of the flagged occupations involve obvious chemical hazards. Public administration and judicial roles are associated more with stress than toxic chemicals. Researchers point to evidence that chronic workplace stress around pregnancy may affect fetal development through inflammation, hormonal disruption, and changes in how genes are expressed. Stress may be one possible biological pathway worth studying, particularly when it occurs alongside chemical exposures. This study did not measure stress levels or chemical doses directly, so these remain proposed explanations, not confirmed causes.
One notable finding involves timing. For defense occupations, many mothers had often left those jobs several years before their child was born, yet the association remained. Researchers offer one possible explanation: some fat-soluble pollutants can accumulate in body fat and later recirculate during pregnancy or breastfeeding. Because the study did not measure those compounds directly, this is a hypothesis for future research to test.
What This Study Doesn’t Prove, and Why It Still Matters
Still, more than 110,000 participants tracked across decades of registry data gives these findings unusual weight compared to smaller, earlier studies. For the millions of women in physically demanding or chemically intensive jobs, the pattern is worth taking seriously. The mechanism is still unknown.
Disclaimer: This article is based on observational research and does not establish a cause-and-effect relationship between maternal occupation and autism. Parents should not draw conclusions about individual risk based on job category alone. If you have concerns about your child’s development, consult a qualified healthcare professional.
Paper Notes
Limitations
Several important limitations apply to this research. Because the Danish registry data was only available through 2016, some children born near the end of the study window may have received an autism diagnosis after that cutoff, which researchers would not have captured. The study relied on broad industry-level job categories rather than specific tasks or measured exposure levels, meaning exposure misclassification is possible. In some occupational subcategories, the number of autism cases was very small, particularly after breaking down results by the child’s sex, which limited statistical power. Results from this Danish cohort may not generalize to other countries or populations, given that occupational exposures and autism diagnostic criteria have changed over time. Additionally, because maternity leave compensation may be documented in pension fund records without indicating the mother’s physical absence from the workplace, researchers were unable to determine precise exposure timing during specific months of pregnancy.
Funding and Disclosures
This work was supported by the National Institute of Environmental Health Sciences (grant K01ES032046; PI: Aisha S. Dickerson). Dr. Dickerson reported receiving honorariums for speaking engagements from the Autism Research Institute and Boston University. Christine Ladd-Acosta reported receiving consulting fees from the University of Iowa.
Publication Details
Authors: Aisha S. Dickerson, Yisi Liu, Christine Ladd-Acosta, Jing Wang, Diana Schendel, Marc G. Weisskopf, M. Danielle Fallin, and Johnni Hansen. Author affiliations include the Johns Hopkins Bloomberg School of Public Health (Departments of Epidemiology, Environmental Health and Engineering, and Mental Health), the AJ Drexel Autism Institute at Drexel University, the National Centre for Register-based Research at Aarhus University in Denmark, Harvard T.H. Chan School of Public Health, Emory Rollins School of Public Health, and the Institute of Cancer Epidemiology at the Danish Cancer Society. | Journal: Occupational and Environmental Medicine (BMJ Group) | Paper Title: “Associations between maternal occupational history and autism spectrum disorder diagnosis in offspring in Denmark” | DOI: 10.1136/oemed-2026-110912 | Publication Status: Published online ahead of print, May 12, 2026.







