Medicare Blog

what data set is used for collecting hospital data for medicare and medicaid programs

by Dr. Kristina Kemmer III Published 3 years ago Updated 2 years ago

The Uniform Hospital Discharge Data Set, which is referred to as the ‘UHDDS,’ is the core data set for inpatient admissions. The data is collected on inpatient hospital discharges for Medicare and Medicaid programs. The goal of UHDDS is to obtain uniform comparable discharge data on all inpatients.

The primary data sources for Medicaid statistical data are the Medicaid Statistical Information System (MSIS), the Medicaid Analytic eXtract (MAX) files, and the CMS-64 reports.Dec 1, 2021

Full Answer

What datasets are available for Medicare patients?

Dec 01, 2021 · Medicaid Data Sources - General Information. The primary data sources for Medicaid statistical data are the Medicaid Statistical Information System (MSIS), the …

What is a hospital data set?

Data.Medicare.gov lists official data used on the Medicare.gov Compare websites and directories. We want to make this data available in open, accessible, and machine-readable …

Which hospitals are required to collect patient data?

DEEDS is a data set used to support the uniform collection of data at hospital-based emergency departments and to reduce incompatibilities in emergency care data. It is designed to provide …

What are the primary data sources for Medicaid statistical data?

What is the Uniform Hospital Discharge Data Set? The Uniform Hospital Discharge Data Set, which is referred to as the ‘UHDDS,’ is the core data set for inpatient admissions. The data is …

Which data is collected on Medicare and Medicaid patients?

Medicare administrative data or Medicare Fee-for-Service claims (administrative) data, also known as health services utilization data, are collected by the Centers for Medicare and Medicaid Services (CMS) and derived from reimbursement information or the payment of bills.

What kind of database do hospitals use?

One of the most commonly used forms of healthcare databases are electronic health records (EHRs). Practitioners enter routine clinical and laboratory data into EHRs during usual practice as a record of the patient's care.

What are data sets in health care?

Healthcare data sets include a vast amount of medical data, various measurements, financial data, statistical data, demographics of specific populations, and insurance data, to name just a few, gathered from various healthcare data sources.

What types of data are used for making decisions in health care?

Three major types of data are used by public and private entities to market healthcare products and services: health survey data, information about general consumption patterns, and administrative data generated by the healthcare delivery system.

What is the data set for inpatient hospital data?

This dataset contains annual hospital inpatient summary data based upon the Patient's County of Residence. The summary data includes discharge disposition, expected payer, sex, Medicare Severity-Diagnosis Related Group (MS-DRG), Major Diagnostic Categories (MDC), race group, admission source, and type of care.

How is data mapping used in healthcare?

Data mapping involves "matching" between a source and a target, such as between two databases that contain the same data elements but call them by different names. This matching enables software and systems to meaningfully exchange patient information, reimbursement claims, outcomes reporting, and other data.

What are the 4 major categories of data found in health organizations?

Claims data falls into four general categories: inpatient, outpatient, pharmacy, and enrollment.Apr 19, 2022

What is the name of the data set collected by outpatient settings?

The UACDS is similar to UHDDS; however, the UHDDS includes data elements specific to ambulatory care, such as reason for the encounter with the healthcare provider, elements to describe the patient living arrangements, and marital status.

What data does healthcare collect?

Within healthcare, we use a range of data at different levels of the system:
  • Patient level—such as blood sugar, temperature, blood test results, or expressed wishes for care)
  • Service level—such as waiting times, outcomes, complaint themes, or collated feedback of patient experience.
Feb 15, 2019

How do you collect patient data?

You can collect patient data in several different ways — by conducting an interview in a clinical setting, by having the patient complete a paper form, or by having the patient fill out an online form. There are pros and cons to each method.Apr 24, 2020

Overview

Data.Medicare.gov lists official data used on the Medicare.gov Compare websites and directories. We want to make this data available in open, accessible, and machine-readable formats.

Getting started

Visit Data.Medicare.gov to see all datasets that are available and ready to use.

What are healthcare datasets and why are they important?

Healthcare analytics is based on data and data sets in particular and provides all benefits of dashboards in healthcare systems.

Examples of datasets in healthcare

The Uniform Hospital Discharge Data Set (UHDDS) was an initiative of the Department of Health, Education, and Welfare, the predecessor of today’s Department of Health and Human Services (HHS). It was first implemented in 1974 and has since undergone several revisions.

10 best healthcare datasets for data mining

There are a lot of data sources besides hospital data that can be useful for healthcare systems analytics. We have compiled a shortlist of the best healthcare data sets that can be used for statistical analysis. The list includes both free healthcare data sets and business data sets for healthcare providers.

What is HCUP database?

HCUP is a family of health care databases and tools sponsored by the Agency for Healthcare Research and Quality (AHRQ). HCUP databases, which contain data elements from inpatient and outpatient discharge records, bring together the data collection efforts of State data organizations, hospital associations, private data organizations, ...

What is MEDPAR data?

MEDPAR data sets constitute primarily an older section of the population, which tends to consume health care services more often than the population as a whole. Learn more at: Medicare Provider Analysis and Review (MEDPAR) File: ...

How to improve data collection?

To identify the next steps toward improving data collection, it is helpful to understand these opportunities and challenges in the context of current practices. In some instances, the opportunities and challenges are unique to each type of organization; in others, they are common to all organizations and include: 1 How to ask patients and enrollees questions about race, ethnicity, and language and communication needs. 2 How to train staff to elicit this information in a respectful and efficient manner. 3 How to address the discomfort of registration/admission staff (hospitals and clinics) or call center staff (health plans) about requesting this information. 4 How to address potential patient or enrollee pushback respectfully. 5 How to address system-level issues, such as changes in patient registration screens and data flow.

What is HIPAA 834?

In fact, the Health Insurance Portability and Accountability Act of 1996 (HIPAA) 834 enrollment standard 6, 7 provides for the transmittal of race and ethnicity data. However, the HIPAA Transactions Rule applies only to health plans, health care clearinghouses, and certain health care providers.

What are the questions asked in the OMB?

What:#N#Questions about the OMB race and Hispanic ethnicity categories (one- or two-question format permitted)#N#A question about granular ethnicity with locally relevant response categories selected from a national standard set#N#A question to determine English-language proficiency#N#A question about language preference needed for effective communication 1 Questions about the OMB race and Hispanic ethnicity categories (one- or two-question format permitted) 2 A question about granular ethnicity with locally relevant response categories selected from a national standard set 3 A question to determine English-language proficiency 4 A question about language preference needed for effective communication

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z 1 2 3 4 5 6 7 8 9