Risk Adjustment of ICD-10-CM Coded Potential Inpatient Complications Using Administrative Data

Article Obstetrics & Gynecology

Complications of Pregnancy in Adolescents

Logan Todhunter et al.

Summary: Teenage pregnancy is a global issue with significant negative consequences, including economic hardships and health problems. Despite a declining trend in international adolescent pregnancy rates, there are still a substantial number of unplanned pregnancies among teenagers annually. Teenage pregnancy also increases the risk of obstetric complications and requires a multidisciplinary approach to care.

SEMINARS IN REPRODUCTIVE MEDICINE (2022)

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Article Medicine, General & Internal

Diagnostic Coding Intensity among a Pneumonia Inpatient Cohort Using a Risk-Adjustment Model and Claims Data: A U.S. Population-Based Study

Ruchi Mishra et al.

Summary: The study proposes a novel approach to measure coding intensity in diagnosis, which can be evaluated using administrative claims data. The approach takes into account patient-level and facility-level characteristics to adjust for risk, and identifies facility-level factors as important determinants of excess diagnostic coding.

DIAGNOSTICS (2022)

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Article Health Care Sciences & Services

Modeling Coding Intensity of Procedures in a U.S. Population-Based Hip/Knee Arthroplasty Inpatient Cohort Adjusting for Patient- and Facility-Level Characteristics

Nancy G. Rios et al.

Summary: Variations in procedure coding intensity can impact patient care quality and have implications for healthcare facilities and payors. This study proposes a risk-adjusted method to identify over- and under-coding and explores their associations with patient and facility factors. The findings reveal geographic, temporal, and facility-level variations in coding intensity.

HEALTHCARE (2022)

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Review Medicine, General & Internal

Severe covid-19 pneumonia: pathogenesis and clinical management

Amy H. Attaway et al.

Summary: Severe covid-19 pneumonia presents challenges for medical research and treatment, with specific risk factors and clinical features identified. Approaches involving high flow nasal cannula, ventilation strategies, and medication choices are important for managing severe cases. Comprehensive interdisciplinary methods are essential for the recovery of critically ill covid-19 patients.

BMJ-BRITISH MEDICAL JOURNAL (2021)

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Article Statistics & Probability