Back

Language-Related Differences in Prenatal Depression Screening Uptake, US Midwest 2019-2024

Luff, A.; Rivelli, A.; Akaninyene, N.; Malloy, E.; Mishra, R.; Fitzpatrick, V.

2026-04-08 obstetrics and gynecology
10.64898/2026.04.07.26350332 medRxiv
Show abstract

Prenatal depression is a substantial contributor to maternal morbidity, and screening is an entry point to psychiatric assessment and treatment during pregnancy. Following updated guidelines and quality metrics for prenatal depression screening, we evaluated whether screening uptake differed by preferred language within a large U.S. healthcare system. We used electronic health record data to identify a retrospective cohort of deliveries at or beyond 20 weeks gestation in 2019-2024. We used logistic regression with a language-year interaction to estimate the adjusted marginal probabilities of screening by language preference. Among 99,526 pregnancies (82,632 individuals), screening increased substantially over time but increases differed across language groups (p<0.001). In 2019, screening probabilities were similar (English 0.50; Spanish 0.48; Another Language 0.50). By 2024, probabilities diverged (English 0.81; Spanish 0.66; Another Language 0.71). Unequal screening uptake can systematically under-identify prenatal depression among patients with non-English language preference, with implications for equitable access to psychiatric care.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
JAMA Network Open
127 papers in training set
Top 0.1%
15.1%
2
Journal of the American Medical Informatics Association
61 papers in training set
Top 0.2%
10.7%
3
PLOS Medicine
98 papers in training set
Top 0.2%
9.4%
4
PLOS ONE
4510 papers in training set
Top 27%
6.5%
5
The Lancet Digital Health
25 papers in training set
Top 0.1%
4.4%
6
Journal of Biomedical Informatics
45 papers in training set
Top 0.4%
4.1%
50% of probability mass above
7
npj Digital Medicine
97 papers in training set
Top 1%
3.1%
8
BMJ Open
554 papers in training set
Top 7%
2.8%
9
Journal of the American Heart Association
119 papers in training set
Top 2%
2.1%
10
Scientific Reports
3102 papers in training set
Top 55%
1.8%
11
BMC Pregnancy and Childbirth
20 papers in training set
Top 0.4%
1.7%
12
BMC Medicine
163 papers in training set
Top 3%
1.7%
13
Clinical Infectious Diseases
231 papers in training set
Top 3%
1.7%
14
BMJ
49 papers in training set
Top 0.6%
1.7%
15
Nature Human Behaviour
85 papers in training set
Top 2%
1.5%
16
American Journal of Psychiatry
20 papers in training set
Top 0.2%
1.5%
17
JAMIA Open
37 papers in training set
Top 1%
1.3%
18
Biological Psychiatry Global Open Science
54 papers in training set
Top 1%
1.0%
19
Human Reproduction
18 papers in training set
Top 0.3%
1.0%
20
Journal of Clinical Medicine
91 papers in training set
Top 5%
0.9%
21
British Journal of General Practice
22 papers in training set
Top 0.5%
0.9%
22
Drug and Alcohol Dependence
37 papers in training set
Top 0.5%
0.9%
23
Journal of Affective Disorders
81 papers in training set
Top 1%
0.9%
24
Canadian Medical Association Journal
15 papers in training set
Top 0.3%
0.9%
25
Healthcare
16 papers in training set
Top 2%
0.8%
26
JMIR Formative Research
32 papers in training set
Top 1%
0.8%
27
Human Genetics and Genomics Advances
70 papers in training set
Top 0.6%
0.8%
28
BMC Medical Research Methodology
43 papers in training set
Top 1%
0.8%
29
American Journal of Epidemiology
57 papers in training set
Top 1%
0.8%
30
Frontiers in Public Health
140 papers in training set
Top 7%
0.8%