Related Experiment Video
Updated: Jul 12, 2025

A Novel Method for Involving Women of Color at High Risk for Preterm Birth in Research Priority Setting
Published on: January 12, 2018
Patterns of multiple chronic conditions in pregnancy: Population-based study using latent class analysis
Hilary K Brown1,2,3,4,5, Kinwah Fung5, Eyal Cohen3,5,6,7,8
1Department of Health and Society, University of Toronto Scarborough, Toronto, Ontario, Canada.
Multiple chronic conditions (MCC) affect 16.1% of pregnancies, often involving mental health and physical conditions clustering together. Integrated care is crucial for managing these complex cases in pregnant women.
Area of Science:
- Reproductive Health
- Chronic Disease Epidemiology
- Maternal Health
Background:
- Multiple chronic conditions (MCC) are increasingly prevalent in adults but understudied in pregnancy.
- Understanding MCC in pregnancy is vital due to elevated risks of adverse health outcomes.
Purpose of the Study:
- To determine the population prevalence of MCC in pregnant women.
- To identify patterns of chronic condition clustering among pregnant women with MCC.
Main Methods:
- Population-based cohort study in Ontario, Canada (2007-2020).
- Identified 22 chronic conditions using validated algorithms.
- Employed latent class analysis to detect condition clusters.
Main Results:
- MCC prevalence was 161.2 per 1000 pregnancies.
- Identified five distinct clusters of co-occurring conditions.
- Common clusters included mood/anxiety disorders with osteoarthritis, obesity, substance use disorders, or asthma. A fifth cluster comprised obesity, asthma, chronic hypertension, and diabetes.
Conclusions:
- MCC is common in pregnancy, frequently involving co-occurring mental and physical health issues.
- Highlights the need for preconception and perinatal interventions.
- Emphasizes integrated care strategies for optimizing management of chronic conditions in pregnant women.
More Related Videos
06:52Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
07:31Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Related Concept Videos
Classification of Illness
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Longitudinal Studies
Statistical Methods for Analyzing Epidemiological Data
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...