Related Experiment Video
Updated: Sep 17, 2025

Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography
Published on: January 27, 2023
Do Medicaid Data Accurately Reflect the Expenditures and Outcomes for Extremely Premature Infants?
Elenir B C Avritscher1, Jon E Tyson1, Therese A Stukel2,3
1Institute for Clinical Research and Learning Health Care, UTHealth at Houston, Houston, TX.
Insights
Assessing Medicaid spending and survival for extremely premature infants is crucial but challenging. This study identifies key issues in using Texas Medicaid data for such assessments, offering insights for other states.
Area of Science:
- Health Economics
- Neonatal Medicine
- Public Health Policy
Background:
- Meaningful assessment of Medicaid expenditures versus survival rates for extremely premature infants is vital for improving outcomes.
- This critical area has received insufficient research attention.
- Understanding financial implications alongside survival is key for evidence-based policy.
Purpose of the Study:
- To identify and analyze the key challenges in assessing Medicaid expenditures relative to survival rates among extremely premature infants.
- To evaluate the utility of existing Medicaid data for such comprehensive outcome assessments.
- To provide a foundation for improving future analyses in this domain.
Main Methods:
- Utilized Texas Medicaid data for a retrospective analysis.
- Examined data quality and accessibility issues pertinent to expenditure and survival tracking.
- Identified specific methodological and data-related barriers.
Main Results:
- Identified significant problems hindering accurate expenditure-survival assessments in Medicaid data.
- Highlighted data limitations that impede comprehensive analysis.
- These identified issues may be common to other state Medicaid programs.
Conclusions:
- Accurate assessment of Medicaid's value in extremely premature infant care is hampered by data and methodological challenges.
- Addressing these identified problems is necessary for robust evaluation and policy development.
- Findings offer a roadmap for improving data utilization in other states.
Abstract:
The accurate and meaningful assessment of Medicaid expenditures relative to survival rates among Medicaid-eligible extremely premature infants has received little scrutiny, despite its importance for improving outcomes. We have identified key problems that hindered such assessments using Texas Medicaid data, which may also be relevant to other states.
Related Concept Videos
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Guidelines for Nursing Documentation I
Factual:
The following points emphasize the significance of upholding accurate and unbiased documentation in healthcare.
Data Reporting and Recording
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...

