Related Experiment Video
Updated: May 7, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Assessing Medicare's Coverage With Evidence Development Program
Maryam Mooghali1, Osman Moneer2, Guneet Janda3
1Maryam Mooghali (maryam.mooghali@yale.edu), Yale University, New Haven, Connecticut.
Abstract:
The Centers for Medicare and Medicaid Services (CMS) coverage with evidence development (CED) program provides coverage for items and services not meeting Medicare's "reasonable and necessary" standard while requiring participation in clinical studies. As additional evidence is available, CMS may reconsider CED decisions. Of twenty-six items and services in the CED program since its 2005 inception, CMS has reconsidered coverage for ten (38 percent). Of 235 publications that CMS cited as evidence supporting reconsideration, 57 (24 percent) were CED-approved studies, and 116 (49 percent) were non-CED-approved studies. Compared with non-CED-approved studies, CED-approved studies had more robust designs (67 percent versus 13 percent randomized clinical trials), larger enrollment (median sample size of 1,000 versus 125), and more frequent inclusion of US patients (93 percent versus 44 percent). CMS's reliance on non-CED-approved studies for CED reconsiderations, despite CED-approved studies being higher quality and more representative of Medicare beneficiaries, highlights opportunities to strengthen the CED program.
More Related Videos
Related Concept Videos
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
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 III: PIE

