Evidence map›Paper›PMID 37301723›Full record

ArticleWomen's health issues : official publication of the Jacobs Institute of Women's Health

Variation in Outpatient Postpartum Care Use in the United States: A Latent Class Analysis.

Jamie R Daw, Nina R Joyce, Erika F Werner, Katy B Kozhimannil, Maria W Steenland

Open access · greenAbstract read
In one paragraph

Article in Women's health issues : official publication of the Jacobs Institute of Women's Health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.7field-weighted citation impact, top 15% 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

3 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Pregnancy-related spontaneous coronary artery dissection: insights from the SCAD-POL registry and a literature review.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
    Article
  3. 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

5 authors at 5 institutions in 1 country.

Jamie R DawDepartment of Health Policy and Management, Columbia University Mailman School of Public Health, New York, New York. Electronic address: jrd2199@columbia.edu.
Nina R JoyceDepartment of Epidemiology, Brown School of Public Health, Providence, Rhode Island; Center for Gerontology and Health Care Research, Brown School of Public Health, Providence, Rhode Island; Population Studies and Training Center, Brown University, Providence, Rhode Island.
Erika F WernerDepartment of Obstetrics & Gynecology, Tufts University School of Medicine, Boston, Massachusetts.
Katy B KozhimannilDivision of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, Minnesota.
Maria W SteenlandPopulation Studies and Training Center, Brown University, Providence, Rhode Island.
Brown University · USColumbia University · USRhode Island Department of Health · USTufts University · USUniversity of Minnesota · US

Funding

Science/Technical CoreP2CHD041020 · NICHD · BROWN UNIVERSITY · PI Margot Jackson · 2016 to 2026
$7.6M
Spatial Analysis CoreR24HD041020 · NICHD · BROWN UNIVERSITY · PI FOSTER, ANDREW D. · 2001 to 2016
$7.4M
NICHD NIH HHS P2C HD041020NICHD NIH HHS R24 HD041020
6 · The paper itself

Abstract

introductionDespite efforts to improve postpartum health care in the United States, little is known about patterns of postpartum care beyond routine postpartum visit attendance. This study aimed to describe variation in outpatient postpartum care patterns.

methodsIn this longitudinal cohort study of national commercial claims data, we used latent class analysis to identify subgroups of patients (classes) with similar outpatient postpartum care patterns (defined by the number of preventive, problem, and emergency department outpatient visits in the 60 days after birth). We also compared classes in terms of maternal sociodemographics and clinical characteristics measured at childbirth, as well as total health spending and rates of adverse events (all-cause hospitalizations and severe maternal morbidity) measured from childbirth to the late postpartum period (61-365 days after birth).

resultsThe study cohort included 250,048 patients hospitalized for childbirth in 2016. We identified six classes with distinct outpatient postpartum care patterns in the 60 days after birth, which we classified into three broad groups: no care (class 1 [32.4% of the total sample]); preventive care only (class 2 [18.3%]); and problem care (classes 3-6 [49.3%]). The prevalence of clinical risk factors at childbirth increased progressively from class 1 to class 6; for example, 6.7% of class 1 patients had any chronic disease compared with 15.5% of class 5 patients. Severe maternal morbidity was highest among the high problem care classes (classes 5 and 6): 1.5% of class 6 patients experienced severe maternal morbidity in the postpartum period and 0.5% in the late postpartum period, compared with less than 0.1% of patients in classes 1 and 2.

conclusionsEfforts to redesign and measure postpartum care should reflect the current heterogeneity in care patterns and clinical risks in the postpartum population.

Indexed as

OutpatientsPostnatal CareFemaleHumansLatent Class AnalysisLongitudinal StudiesPostpartum PeriodPregnancyUnited States

Identifiers

PMID37301723
PMCPMC10997033
OpenAlexW4379780229

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.