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

Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

3.3K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
3.3K
Data Reporting and Recording01:24

Data Reporting and Recording

5.3K
Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
5.3K
Healthcare Agencies II01:17

Healthcare Agencies II

1.0K
There are various healthcare agencies in the United States—some of which are managed by religious institutions and others by different government branches.
Parish nursing is a growing specialty nursing profession that focuses on holistic healthcare, health promotion, and illness prevention. It blends professional nursing practice with a health ministry, focusing on health and healing within the context of a Christian community. Parish nurses serve as health educators, referral sources,...
1.0K
Secondary Healthcare System01:11

Secondary Healthcare System

2.0K
Secondary healthcare is offered by a specialist, generally in hospitals or clinics for patients referred by primary healthcare providers. It occurs when a person has an illness or injury that requires specific medical care. Secondary care is often referred to as acute care. Secondary care can range from uncomplicated care to repair a minor laceration or treat a strep throat infection to more complicated emergent care, such as treating a head injury sustained in an automobile accident. Whatever...
2.0K
Tertiary Healthcare System01:21

Tertiary Healthcare System

2.2K
Specialized care provided over an extended period is called tertiary care. Usually, a primary or secondary care physician will refer a patient to tertiary care. A patient's maximum physical and mental function is restored in tertiary care, which is caused due to the impact of a chronic illness or condition. Tertiary care aims to achieve the highest level of functioning possible while managing chronic illness. For example, a patient who falls and fractures their hip will need secondary care...
2.2K
Healthcare Agencies I01:18

Healthcare Agencies I

1.1K
Healthcare agencies provide healthcare services to people. In the United States, voluntary agencies are often non-profit centers sponsored by donations, grants, or fundraisers. One such organization is Meals on Wheels, which provides meals to the elderly and homebound. The American Heart Association and the American Lung Association are other non-profit community organizations. Doctors and nurses are frequently active members of these organizations, which offer health checks and educational...
1.1K

You might also read

Related Articles

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

Sort by
Same author

Vision Impairment, Insurance Coverage, and Out-of-Pocket Spending.

JAMA network open·2026
Same author

Prevalence and National Trends in Prenatal Wildfire Smoke Exposure Among Live Births.

American journal of preventive medicine·2026
Same author

How Medicare Advantage Enrollment Affects Spending in Traditional Medicare: Spillovers and Implications for MA Benchmarks.

Journal of health politics, policy and law·2026
Same author

Disparities in childhood human capital investments in the United States.

Nature communications·2026
Same author

Trends in Selection Into Medicare Advantage.

Health economics·2026
Same author

Assessing PM<sub>2.5</sub> pollution in the Northeastern United States from the 2023 Canadian wildfire smoke: an episodic study integrating air quality and health impact modeling with emissions and meteorological uncertainty analysis.

Environmental research letters : ERL [Web site]·2025

Related Experiment Video

Updated: Jan 20, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

4.2K

Using Data From the Healthcare Cost and Utilization Project for State Health Policy Research.

Michel Boudreaux1, Anuj Gangopadhyaya2, Sharon K Long2

  • 1School of Public Health, University of Maryland, College Park, MD.

Medical Care
|August 16, 2019
PubMed
Summary

National HCUP data (NIS) can yield misleading state-specific health policy conclusions. State Inpatient Databases (SID) are recommended for accurate state-level health services research.

More Related Videos

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
06:55

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index

Published on: January 8, 2020

15.1K
Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
05:51

Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health

Published on: February 21, 2025

1.3K

Related Experiment Videos

Last Updated: Jan 20, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

4.2K
Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
06:55

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index

Published on: January 8, 2020

15.1K
Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
05:51

Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health

Published on: February 21, 2025

1.3K

Area of Science:

  • Health Services Research
  • Health Policy Analysis
  • Biostatistics

Background:

  • The Healthcare Cost and Utilization Project (HCUP) offers comprehensive all-payer hospital care data.
  • National HCUP data (Nationwide Inpatient Samples - NIS) are frequently misused for state-specific health policy research.
  • This misuse can lead to inaccurate conclusions regarding state health trends and policies.

Purpose of the Study:

  • To evaluate the suitability of national HCUP data for state-level health policy research.
  • To highlight challenges and opportunities in utilizing HCUP data for state-specific analyses.
  • To demonstrate the consequences of inappropriately using national HCUP data in state-level studies.

Main Methods:

  • Comparative analysis of state-level health policy research using national HCUP (NIS) versus state-specific HCUP (SID) data.
  • Examined trends in cesarean delivery rates across states.
  • Conducted a difference-in-differences analysis of Connecticut's Medicaid expansion.

Main Results:

  • State-level estimates derived from the NIS demonstrated significant volatility.
  • NIS-based estimates frequently led to misleading policy conclusions when compared to SID-derived estimates.
  • The study identified substantial discrepancies between national and state-specific data analyses.

Conclusions:

  • The national HCUP Nationwide Inpatient Samples (NIS) is not appropriate for state-level health policy research.
  • State Inpatient Databases (SID) are the recommended data source for accurate state-specific health services research.
  • The Agency for Healthcare Research and Quality (AHRQ) offers resources to support state-specific studies using SID files.