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

Methods of Documentation III: PIE01:21

Methods of Documentation III: PIE

1.8K
Problem-intervention-evaluation (PIE) is a systematic approach to documentation used in healthcare settings for clinical decision-making and patient care planning. It is a structured approach to organizing patient data based on problems, interventions, and evaluations. Here's a breakdown of its key features and considerations:
1.8K
Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

917
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
917
Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

1.6K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
1.6K
Integrated Healthcare System01:20

Integrated Healthcare System

2.4K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
2.4K
Nursing Clinical Information System01:27

Nursing Clinical Information System

1.3K
Nursing Clinical Information System (NCIS)
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:
1.3K
Introduction to Statistical Process Control01:15

Introduction to Statistical Process Control

815
Statistical Process Control (SPC) is a method used to monitor and control quality within processes, particularly in manufacturing and service delivery, by employing statistical methods. SPC aims to distinguish between natural (common cause) variation and variation due to specific changes or events (special cause), allowing for timely improvements and sustained quality. The control chart, a pivotal tool in SPC, visually displays data over time alongside a central line of upper and lower control...
815

You might also read

Related Articles

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

Sort by
Same author

Workforce Review of Health Information Technology Associate-Degree Graduates: 2017-2024.

Advances in health information science and practice·2026
Same author

Preparing an AI-Enabled Workforce: Results of a Needs Assessment.

Studies in health technology and informatics·2026
Same author

Simulated Emergency Room Sign-outs: What They Tell Us About Diagnostic Accuracy and Opportunities for Improvement.

Journal of patient safety·2025
Same author

Generational Health Professional Perceptions About Artificial Intelligence Impact on Clinical Work.

Studies in health technology and informatics·2025
Same author

Initial Evaluation of ICD-11's Adherence to Acceptable Terminology Practices.

Studies in health technology and informatics·2025
Same author

Federally qualified health center patients' experiences with remote patient monitoring as part of telehealth services for self-measured blood pressure monitoring.

BMC health services research·2025
Same journal

Research on Training Competent Health Information Management Professionals: Based on A Survey of Field Experts.

Perspectives in health information management·2025
Same journal

Improving Clinical Documentation with Artificial Intelligence: A Systematic Review.

Perspectives in health information management·2025
Same journal

Quality Assessment of the Road Traffic Health and Safety Apps with a Focus on the Five Rights of Information Management.

Perspectives in health information management·2023
Same journal

Medical Scribes: Symptom or Cause of Impeded Evolution of a Transformative Artificial Intelligence in the Electronic Health Record?

Perspectives in health information management·2023
Same journal

Best Practices for the Design of COVID-19 Dashboards.

Perspectives in health information management·2023
Same journal

Supporting HIM Professional Practice Experience Through Interprofessional Collaboration on Preceptor Orientation and Training.

Perspectives in health information management·2022
See all related articles

Related Experiment Video

Updated: Apr 24, 2026

Improving IV Insulin Administration in a Community Hospital
12:08

Improving IV Insulin Administration in a Community Hospital

Published on: June 11, 2012

19.7K

Preparing for ICD-10-CM/PCS implementation: impact on productivity and quality.

Mary H Stanfill1, Kang Lin Hsieh2, Kathleen Beal3

  • 1Mary H. Stanfill, MBI, RHIA, CCS, CCS-P, FAHIMA, is vice president of HIM consulting services at United Audit Systems, Inc., in Cincinnati, OH.

Perspectives in Health Information Management
|September 13, 2014
PubMed
Summary
This summary is machine-generated.

Implementing ICD-10-CM/PCS significantly reduced coding productivity, taking 69% longer per case than ICD-9-CM. Extensive training showed potential benefits for coder efficiency and quality in this transition.

Keywords:
ICD-10 implementationcoding qualityproductivity

More Related Videos

E-Patient Counseling Trial E-PACO: Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy
06:28

E-Patient Counseling Trial E-PACO: Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy

Published on: August 1, 2019

8.0K
Author Spotlight: Workflow for Integrating POCUS Data into EHR for Managing Heart Failure Patients
03:47

Author Spotlight: Workflow for Integrating POCUS Data into EHR for Managing Heart Failure Patients

Published on: July 12, 2024

1.3K

Related Experiment Videos

Last Updated: Apr 24, 2026

Improving IV Insulin Administration in a Community Hospital
12:08

Improving IV Insulin Administration in a Community Hospital

Published on: June 11, 2012

19.7K
E-Patient Counseling Trial E-PACO: Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy
06:28

E-Patient Counseling Trial E-PACO: Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy

Published on: August 1, 2019

8.0K
Author Spotlight: Workflow for Integrating POCUS Data into EHR for Managing Heart Failure Patients
03:47

Author Spotlight: Workflow for Integrating POCUS Data into EHR for Managing Heart Failure Patients

Published on: July 12, 2024

1.3K

Area of Science:

  • Health Informatics
  • Medical Coding Systems
  • Healthcare Administration

Background:

  • The transition from the International Classification of Diseases, Ninth Revision, Clinical Modification/Procedure Coding System (ICD-9-CM) to the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedure Coding System (ICD-10-CM/PCS) presented significant challenges for healthcare systems.
  • Estimates of productivity loss during this transition varied, highlighting the need for empirical data on coding efficiency and quality.

Purpose of the Study:

  • To compare coding productivity and interrater reliability between ICD-9-CM and ICD-10-CM/PCS for hospital inpatient cases.
  • To identify factors influencing coder productivity during the ICD-10-CM/PCS implementation phase.

Main Methods:

  • A comparative study analyzing coding times and interrater reliability for hospital inpatient records coded using both ICD-9-CM and ICD-10-CM/PCS.
  • Cases were matched for complexity and severity to ensure a fair comparison.
  • Statistical analysis, including two-tailed T-tests, was used to assess differences in productivity and reliability.

Main Results:

  • Coding inpatient records with ICD-10-CM/PCS took an average of 17.71 minutes (69%) longer than with ICD-9-CM (p = .001).
  • Coder experience and education level did not significantly impact productivity, but more extensive training suggested a positive return on investment.
  • Interrater reliability was substantial for ICD-9-CM but only moderate for ICD-10-CM/PCS, with increased time per case not necessarily correlating with higher quality.

Conclusions:

  • The study confirms a significant decrease in coding productivity during the ICD-10-CM/PCS transition, potentially underestimating previous projections.
  • Investments in comprehensive coder training are crucial for mitigating productivity losses and improving coding quality.
  • Guidance on time management per record is essential, as increased coding time does not automatically ensure higher accuracy or reliability.