Related Experiment Video
Updated: Jan 28, 2026

05:37
An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
2.6K
The parental co-immunization hypothesis: An observational competing risks analysis
Miguel Portela1, Paul Schweinzer2
1NIPE, Universidade do Minho, Campus de Gualtar, 4710-057, Braga, Portugal.
Scientific Reports
|February 23, 2019
Summary
Having children significantly impacts parental health and mortality. Parenthood is linked to a reduced risk of dying from cancer and heart disease in women, while marriage increases cancer and heart disease mortality risk in men.
Area of Science:
- Social Epidemiology
- Demography
- Public Health
Background:
- Parenthood and marital status are significant life events that may influence health outcomes.
- Previous research suggests potential links between having children and parental longevity, but mechanisms remain debated.
Purpose of the Study:
- To investigate the association between parenthood, marital status, and socioeconomic factors with cause-specific mortality.
- To test the hypothesis that contact with children may improve parental health and reduce mortality.
Main Methods:
- Utilized the Office for National Statistics Longitudinal Study (ONS-LS) dataset, covering 1% of England and Wales' population across five census waves (1971-2011).
- Employed competing risks analysis to examine individual characteristics and their relationship with cause of death.
Main Results:
- Females with children showed a 72.5% lower risk of cancer death and a 34% lower risk of heart disease death compared to childless females.
- Married males exhibited a 171% increased risk of cancer death and a 123% increased risk of heart disease death compared to unmarried males.
- Parenthood was associated with better survival rates than high income or house ownership.
Conclusions:
- The presence of children is strongly associated with reduced mortality risks for specific causes in women.
- Marital status shows differential impacts on mortality risk by sex, increasing risks for men.
- While associations are documented, the causal pathways linking parenthood and mortality require further investigation.
Related Concept Videos
Parental Care
12.7K
Many animals exhibit parental care behavior, including feeding, grooming, and protecting young offspring. Parental care is universal in mammals and birds, which often have young that are born relatively helpless. Several species of insects and fish, as well as some amphibians, also care for their young.
12.7K
What is a Hypothesis?
14.9K
A hypothesis can be a simple sentence or statement about a property or any phenomenon observed or predicted for a population. It is usually a claim about a property of the population. It can be stated for any field observations or experiments. A hypothesis statement cannot be said to be right or wrong as it is merely a statement. It needs to be tested through an elaborate data collection process and an appropriate statistical test. A hypothesis should be a general but not a vague...
14.9K
Parenting Styles
648
Diana Baumrind's four parenting styles — authoritarian, authoritative, neglectful, and permissive — each influence children's socio-emotional development differently.
Authoritarian Parenting
This style is strict and controlling, with little room for open dialogue. Authoritarian parents demand obedience and often enforce rules with minimal warmth. Children raised this way may lack social skills and initiative, usually comparing themselves to others unfavorably.
Authoritative...
Authoritarian Parenting
This style is strict and controlling, with little room for open dialogue. Authoritarian parents demand obedience and often enforce rules with minimal warmth. Children raised this way may lack social skills and initiative, usually comparing themselves to others unfavorably.
Authoritative...
648
Types of Hypothesis Testing
27.9K
There are three types of hypothesis tests: right-tailed, left-tailed, and two-tailed.
When the null and alternative hypotheses are stated, it is observed that the null hypothesis is a neutral statement against which the alternative hypothesis is tested. The alternative hypothesis is a claim that instead has a certain direction. If the null hypothesis claims that p = 0.5, the alternative hypothesis would be an opposing statement to this and can be put either p > 0.5, p < 0.5, or p...
When the null and alternative hypotheses are stated, it is observed that the null hypothesis is a neutral statement against which the alternative hypothesis is tested. The alternative hypothesis is a claim that instead has a certain direction. If the null hypothesis claims that p = 0.5, the alternative hypothesis would be an opposing statement to this and can be put either p > 0.5, p < 0.5, or p...
27.9K
Errors In Hypothesis Tests
6.0K
When performing a hypothesis test, there are four possible outcomes depending on the actual truth (or falseness) of the null hypothesis and the decision to reject or not.
6.0K
Relationship with Parents: Attachment
237
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...
237

