This study describes the rate that Medicaid encounter data on gender, race/ethnicity, and diagnosis matched information in the medical record, among a statewide sample of Medicaid children who received ongoing care for attention deficit hyperactivity disorder (ADHD), conduct disorder (CD), and major depression (MD) in outpatient specialty mental health clinics in 1998-1999. The match rate for gender was 99%; and for race/ethnicity it was 71.8%, 90.5%, and 89.7% for Caucasian, African American, and Hispanic children, respectively. Misidentified Caucasian children were more likely to be recorded as African American or Hispanic than misidentified minority children to be recorded as Caucasian. Diagnosis match rates were high (ADHD: 98%, CD: 89%, MD: 89%). If the California Department of Mental Health relied solely on Medicaid encounter data, misclassification of African American or Hispanic children as Caucasian could produce an underestimate of their service use.
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http://dx.doi.org/10.1007/s11414-006-9024-4 | DOI Listing |
JAMIA Open
February 2025
Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, IN 46202, United States.
Objective: Measurement of health-related social needs (HRSNs) is complex. We sought to develop and validate computable phenotypes (CPs) using structured electronic health record (EHR) data for food insecurity, housing instability, financial insecurity, transportation barriers, and a composite-type measure of these, using human-defined rule-based and machine learning (ML) classifier approaches.
Materials And Methods: We collected HRSN surveys as the reference standard and obtained EHR data from 1550 patients in 3 health systems from 2 states.
Infant Ment Health J
January 2025
Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA.
We compared referrals and connection to care between perinatal patients: 90 receiving OB/GYN care in clinics with integrated behavioral health consultants with infant mental health specialization (IMH-BHC), and 68 receiving traditional care, in the United States. Participants identified as: Native American/Alaskan native, 1.90%; Asian, .
View Article and Find Full Text PDFObstet Gynecol
January 2025
Rutgers New Jersey Medical School, Newark, New Jersey; the Department of Obstetrics and Gynecology, College of Physicians and Surgeons, Columbia University, New York, New York; and the Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Francisco, San Francisco, California.
Objective: To assess trends in risk for obstetric venous thromboembolism (VTE).
Methods: This retrospective cohort study analyzed data from the 2008-2019 Merative MarketScan Commercial Claims and Encounters and Medicaid Multi-State databases. Women aged 15-54 years with a delivery hospitalization and health care enrollment from 1 year before pregnancy to 60 days after delivery were identified.
J Am Acad Orthop Surg Glob Res Rev
October 2024
From the Campbell Clinic Department of Orthopaedic Surgery and Biomedical Engineering, University of Tennessee Health Science Center (Dr. Koolmees, Dr. White, Dr. Azar, Dr. Bettin), Memphis, TN, and the Murphy Statistical Services (Mr. Murphy), Warsaw, IN.
Background: The goal of this study was to determine changes in orthopaedic coding practices between December 2020 and January 2021 after training providers on the 2021 Current Procedural Terminology Evaluation and Management (E&M) Centers for Medicare and Medicaid Services guideline changes.
Methods: Outpatient encounters in December 2020, January 2021, December 2021, and January 2023 were grouped by provider and E&M code level. The codes used for established patients were 99211, 99212, 99213, 99214, and 99215, ordered from low to high-complexity visits.
JAMA Surg
December 2024
Department of Surgery, Stanford University School of Medicine, Stanford, California.
Importance: Surgical quality improvement efforts have largely focused on 30-day outcomes, such as readmissions and complications. Surgery may have a sustained impact on the health and quality of life of patients considered frail, yet data are lacking on the long-term health care utilization of patients with frailty following surgery.
Objective: To examine the independent association of preoperative frailty on long-term health care utilization (up to 24 months) following surgery.
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