ArticleJAMIA open2020
A narrative review of the impact of the transition to ICD-10 and ICD-10-CM/PCS.
Article in JAMIA open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
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- Understanding Mortality Data: A Step-by-Step Guide to CDC WONDER, Joinpoint Analysis, and Forecasting Models.Journal of epidemiology and global health · 2026Review
- The Impact of Social Determinants of Health on Complications and Health Care Utilization After Tibial Tubercle Osteotomy.Orthopaedic journal of sports medicine · 2026Article
- Epidemiological Burden and Hospitalization Trends of Human Metapneumovirus in Spain (2016-2023): A Retrospective Study.Infectious diseases and therapy · 2026Article
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- The Association Between Rapid Opioid Dose Tapering and Polydrug Overdose Deaths Among High-Dose, Long-Term Opioid Therapy Recipients.Journal of general internal medicine · 2025Article
- Hospital burden of pneumococcal disease in Spain (2016-2022): A retrospective study.Human vaccines & immunotherapeutics · 2025Article
- Diagnostic framework to validate clinical machine learning models locally on temporally stamped data.Communications medicine · 2025Article
- Inpatient total thyroidectomy costs and outcomes vary regionally: A nationwide study.Laryngoscope investigative otolaryngology · 2025Article
- Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text.JMIR medical informatics · 2025Article
- Characterization and prevalence of ocular comorbidities and risk of legal blindness across the United States.Eye (London, England) · 2024Article
- Assessing the impact of transitioning to 11th revision of the International Classification of Diseases (ICD-11) on comorbidity indices.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Improvements in Neoplasm Classification in the International Classification of Diseases, Eleventh Revision: Systematic Comparative Study With the Chinese Clinical Modification of the International Classification of Diseases, Tenth Revision.Interactive journal of medical research · 2024Article
- Burden of Hospitalizations Related to Pneumococcal Infection in Spain (2016-2020).Antibiotics (Basel, Switzerland) · 2023Article
- Risk of Duplicate ICD Codes for Orthopedic and Injury Related Research.Perspectives in health information managemen · 2023Article
- Trends in hospitalization and death rates among patients with head and neck cancer in Spain, 2009 to 2019.Human vaccines & immunotherapeutics · 2022Article
- Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study.JMIR medical informatics · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThe United States transitioned to the tenth version of the International Classification of Diseases (ICD) system (ICD-10) for mortality coding in 1999 and to the International Classification of Diseases, Clinical Modification and Procedure Coding System (ICD-10-CM/PCS) on October 1, 2015. The purpose of this study was to conduct a narrative literature review to better understand the impact of the implementation of ICD-10/ICD-10-CM/PCS. MATERIALS AND
methodsWe searched English-language articles in PubMed, Web of Science, and Business Source Complete and reviewed websites of relevant professional associations, government agencies, research groups, and ICD-10 news aggregators to identify literature on the impact of the ICD-10/ICD-10-CM/PCS transition. We used Google to search for additional gray literature and used handsearching of the references of the most on-target articles to help ensure comprehensiveness.
resultsImpact areas reported in the literature include: productivity and staffing, costs, reimbursement, coding accuracy, mapping between ICD versions, morbidity and mortality surveillance, and patient care. With the exception of morbidity and mortality surveillance, quantitative studies describing the actual impact of the ICD-10/ICD-10-CM/PCS implementation were limited and much of the literature was based on the ICD-10-CM/PCS transition rather than the earlier conversion to ICD-10 for mortality coding. DISCUSSION: This study revealed several gaps in the literature that limit the ability to draw reliable conclusions about the overall impact, positive or negative, of moving to ICD-10/ICD-10-CM/PCS in the United States.
conclusionThese knowledge gaps present an opportunity for future research and knowledge sharing and will be important to consider when planning for ICD-11.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.