Related Experiment Video
Updated: Feb 27, 2026

19:15
Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
88.2K
Measuring birth outcomes in New York State using a multidimensional approach
1Binghamton University Decker School of Nursing, Binghamton, NY.
Nursing Forum
|June 30, 2017
Summary
Late prenatal care is a key factor impacting low birth weight (LBW) and other adverse birth outcomes across New York State (NYS) counties. Policies should support all women, addressing unique county-level needs for better birth outcomes.
Area of Science:
- Public Health
- Maternal and Child Health
- Health Services Research
Background:
- Poorer birth outcomes are a persistent public health issue in the US and NYS.
- Understanding county-level predictors is crucial for targeted interventions.
Purpose of the Study:
- To identify common and unique demographic, socioeconomic, and health services predictors of low birth weight (LBW), moderately LBW, very low birth weight (VLBW), and extremely low birth weight (ELBW) in NYS counties.
- To inform policy recommendations addressing county-specific disparities in birth outcomes.
Main Methods:
- Utilized secondary data from all 62 NYS counties.
- Employed a multidimensional approach to evaluate common and unique factors influencing various birth weight categories.
- Conducted correlation and multiple regression analyses for each outcome variable.
Main Results:
- Late initiation of prenatal care was the sole significant predictor across all measures of adverse birth outcomes.
- Other significant predictors, varying by outcome measure, included out-of-wedlock births, Medicaid Obstetrical Maternal Service providers, rural location, early prenatal care, advanced maternal age, and teen pregnancy rates.
Conclusions:
- Analysis of birth outcomes at the county level requires consideration beyond just the number of providers.
- Expanded programs supporting adolescents and women of all ages and marital statuses are essential to reduce adverse birth outcomes and their associated human and financial costs in NYS.
Related Concept Videos
Regression Toward the Mean
7.2K
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...
7.2K
Dimensions of Health and Illness
11.7K
The factors influencing the health-illness continuum can be internal or external and may or may not be under conscious control. They are related to the following eight human dimensions, and each dimension is interrelated to one other.
11.7K
Longitudinal Studies
579
Longitudinal studies are also widely used in other medical and social science fields. For instance, in cardiovascular research, they can monitor patients' health over decades to identify risk factors for heart disease, such as high cholesterol or smoking, and evaluate the long-term effectiveness of preventive measures. Similarly, in mental health studies, researchers might follow individuals from adolescence into adulthood to understand the development and progression of conditions like...
579
Longitudinal Research
13.5K
Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
13.5K
Three Developmental Domains
1.3K
Human development is typically examined across three main domains: physical, cognitive, and socio-emotional. These domains represent the significant areas of change and continuity throughout the lifespan, from infancy to late adulthood.
Physical Development
Physical processes, also known as maturation, encompass the biological changes that occur across an individual's life. These changes begin with genetic inheritance and continue through various stages, including growth in height and weight,...
Physical Development
Physical processes, also known as maturation, encompass the biological changes that occur across an individual's life. These changes begin with genetic inheritance and continue through various stages, including growth in height and weight,...
1.3K
Measures of Central Tendency
22.3K
The "center" of a data set is also a way of describing location. The two most widely used measures of the "center" of the data are the mean (average) and the median. The words "mean" and "average" are often used interchangeably. The substitution of one word for the other is common practice. The technical term is "arithmetic mean" and "average" is technically a center location. However, in practice among non-statisticians,...
22.3K

