Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Regression Toward the Mean01:52

Regression Toward the Mean

6.8K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.8K
Introduction to Stress and Lifestyle01:27

Introduction to Stress and Lifestyle

486
Stress is a multifaceted response to events perceived as challenging or threatening, highlighting physical, emotional, cognitive, and behavioral reactions. Physically, stress can lead to fatigue, sleep disruptions, and various health issues such as frequent colds, chest pains, and nausea. Emotionally, it can manifest as anxiety, depression, irritability, and anger triggered by both minor and major life events. Cognitively, it may result in difficulty in concentration, memory, and...
486
Relationship with Parents: Attachment01:28

Relationship with Parents: Attachment

206
Parent-child interactions lay the foundation for how we understand relationships throughout life. These interactions are not uniform across families; instead, they are shaped by a range of environmental, emotional, and behavioral factors unique to each caregiver-child dynamic. Social psychologists study these early relationships to understand how patterns formed in infancy influence social functioning and interpersonal behavior in adulthood.Attachment Theory and Early Relational ModelsJohn...
206

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Evaluation of temporal preservation in synthetic longitudinal patient data.

Journal of biomedical informatics·2026
Same author

Modest Longitudinal Associations Between Parent-Reported Dental Fear at Age 5 and Child-Reported Dental Fear at Age 9: A FinnBrain Birth Cohort Study.

Dentistry journal·2026
Same author

Effortful Control and Cortical Brain Structure in 5-Year-Old Children: Findings From the FinnBrain Birth Cohort Study.

The European journal of neuroscience·2026
Same author

Maternal fragmented sleep in late pregnancy is associated with higher birthweight.

European journal of obstetrics, gynecology, and reproductive biology·2026
Same author

Parents' Dental Anxiety in Early Pregnancy and Toothbrushing Stability for Parent and Child Until Age 4-A Longitudinal Study.

Dentistry journal·2026
Same author

Association between infant and toddler gut microbiota composition and later executive functioning.

Development and psychopathology·2026
Same journal

Advancing Nurse-Led Self-Regulation in Multiple Sclerosis Management: Developing an Interactive Web-Based Program through Action Research: Multiple Sclerosis Management.

Computers, informatics, nursing : CIN·2026
Same journal

Letter to the Editor.

Computers, informatics, nursing : CIN·2026
Same journal

Development and Implementation of the Health Informatics Competency Assessment (HICA): A Pilot Study.

Computers, informatics, nursing : CIN·2026
Same journal

Enhancing Patient Safety: Introducing Barcode Medication Administration (BCMA) Technology at a Cancer Center in Jordan.

Computers, informatics, nursing : CIN·2026
Same journal

Nursing Students' Knowledge, Management Skills, and Recognition of Acute Stroke Symptoms: Comparison of Virtual Patient Simulation and Case-Based Learning.

Computers, informatics, nursing : CIN·2026
Same journal

Internet-delivered Psychological Interventions for Patients with Postpartum Depression: A Scoping Review.

Computers, informatics, nursing : CIN·2026
See all related articles

Related Experiment Video

Updated: Jan 7, 2026

Using a Murine Model of Psychosocial Stress in Pregnancy as a Translationally Relevant Paradigm for Psychiatric Disorders in Mothers and Infants
06:39

Using a Murine Model of Psychosocial Stress in Pregnancy as a Translationally Relevant Paradigm for Psychiatric Disorders in Mothers and Infants

Published on: June 13, 2021

3.5K

Predicting and Explaining Parenting Stress 3 Months After Birth Using Generalized Additive Model.

Hannakaisa Niela-Vilen1, Ilkka Suuronen2,3,4, Katja Tervahartiala5,6,7

  • 1Department of Nursing Science, University of Turku.

Computers, Informatics, Nursing : CIN
|December 29, 2025
PubMed
Summary
This summary is machine-generated.

Maternal well-being and relationship satisfaction during pregnancy are key predictors of postpartum parenting stress. Addressing these factors in maternity care can help reduce stress for new mothers.

Keywords:
machine learningmidwiferynursingnursing informaticsparenting stresspostpartum periodpregnant womenpsychologicalstress

More Related Videos

Using Chronic Social Stress to Model Postpartum Depression in Lactating Rodents
07:30

Using Chronic Social Stress to Model Postpartum Depression in Lactating Rodents

Published on: June 10, 2013

25.5K
Author Spotlight: Exploring Microglial Interactions with Stress-Response Circuitry Using the Limited Bedding and Nesting Model
04:20

Author Spotlight: Exploring Microglial Interactions with Stress-Response Circuitry Using the Limited Bedding and Nesting Model

Published on: July 12, 2024

2.4K

Related Experiment Videos

Last Updated: Jan 7, 2026

Using a Murine Model of Psychosocial Stress in Pregnancy as a Translationally Relevant Paradigm for Psychiatric Disorders in Mothers and Infants
06:39

Using a Murine Model of Psychosocial Stress in Pregnancy as a Translationally Relevant Paradigm for Psychiatric Disorders in Mothers and Infants

Published on: June 13, 2021

3.5K
Using Chronic Social Stress to Model Postpartum Depression in Lactating Rodents
07:30

Using Chronic Social Stress to Model Postpartum Depression in Lactating Rodents

Published on: June 10, 2013

25.5K
Author Spotlight: Exploring Microglial Interactions with Stress-Response Circuitry Using the Limited Bedding and Nesting Model
04:20

Author Spotlight: Exploring Microglial Interactions with Stress-Response Circuitry Using the Limited Bedding and Nesting Model

Published on: July 12, 2024

2.4K

Area of Science:

  • Perinatal mental health
  • Maternal psychology
  • Family studies

Background:

  • Parenting stress is a significant challenge for new mothers.
  • Early identification of risk factors is crucial for timely intervention.
  • Pregnancy-related factors can influence postpartum adjustment.

Purpose of the Study:

  • To predict and explain parenting stress at 3 months postpartum.
  • To identify key pregnancy-related features influencing parenting stress.
  • To utilize generalized additive modeling for prediction.

Main Methods:

  • Recruited 1138 pregnant women.
  • Collected data at gestational weeks 14, 24, and 34.
  • Used Swedish Parenthood Stress Questionnaire for outcome measure.
  • Employed machine learning models for prediction and analysis.

Main Results:

  • Maternal well-being (quality of life, depressive symptoms) at week 14 predicted parenting stress.
  • Relationship factors (anxiety, satisfaction) at week 24 added predictive power.
  • Both maternal well-being and relationship satisfaction remained significant predictors throughout pregnancy.

Conclusions:

  • Maternal well-being and relationship satisfaction are critical during pregnancy for predicting postpartum parenting stress.
  • Early and ongoing assessment of these factors is vital in maternity care.
  • Interventions should address both individual maternal health and relationship dynamics.