Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing.
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DOI: 10.1055/s-0042-1742671
Abstract: BACKGROUND Numerous prediction models for readmissions are developed from hospital data whose predictor variables are based on specific data fields that are often not transferable to other settings. In contrast, routine data from statutory health… read more here.
Keywords: health; insurance claims; inappropriate prescribing; readmission ... See more keywords
Improving Data-Driven Methods to Identify and Categorize Transgender Individuals by Gender in Insurance Claims Data.
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DOI: 10.1089/lgbt.2021.0433
Abstract: Purpose: Prior algorithms enabled the identification and gender categorization of transgender people in insurance claims databases in which sex and gender are not simultaneously captured. However, these methods have been unable to categorize the gender… read more here.
Keywords: insurance claims; methods identify; transgender; claims data ... See more keywords
Geographical analysis of Antimicrobial Consumption Surveillance using the National Database of Health Insurance Claims and Specific Health Checkups of Japan (NDB JAPAN) 2011-2013
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DOI: 10.1093/ofid/ofx163.533
Abstract: 1) Department of Infection Control and Prevention, Mie University Hospital, Mie, Japan, 2) Department of Clinical Pharmacoepidemiology, Kyoto Pharmaceutical University, Kyoto, Japan, 3) Solutions Center for Health Insurance Claims, Kyoto University Hospital, Kyoto, Japan and… read more here.
Keywords: insurance claims; health insurance; university hospital; mie ... See more keywords
Concomitant Use of Psychotropic Medication With Stimulants for the Treatment of ADHD in Children and Adolescents: A Retrospective Insurance Claims Study in the United States
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DOI: 10.1177/1087054718784668
Abstract: Objective: To evaluate annual concomitant psychotropic medication use among stimulant-treated children/adolescents with ADHD. Method: Children/adolescents with ≥1 primary ADHD diagnosis who had received ≥30 days of stimulant medication were identified from insurance claims for each… read more here.
Keywords: use; medication; children adolescents; insurance claims ... See more keywords
Changes over time in prescription practices of pain medications in Switzerland between 2006 and 2013: an analysis of insurance claims
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DOI: 10.1186/s12913-017-2086-6
Abstract: BackgroundIn Europe, scant information is available about prescription practices for pain medications. The aim of this research was to assess changes in prescription rates of non-opioid, weak opioid, and strong opioid medications between 2006 and… read more here.
Keywords: 2006 2013; strong opioids; 100 000; pain medications ... See more keywords
Comparing and validating medication complexity from insurance claims against electronic health records.
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DOI: 10.18553/jmcp.2022.28.4.473
Abstract: BACKGROUND: Patient effort to comply with complex medication instructions is known to be related to nonadherence and subsequent medical complications or health care costs. A widely used Medication Regimen Complexity Index (MRCI) has been used… read more here.
Keywords: medication complexity; health; mrci; insurance claims ... See more keywords
Identifying and Characterizing People with Dementia Not Accessing the Japanese Community-Based Integrated Care System Using Health Insurance Claims Data
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DOI: 10.2169/internalmedicine.9489-22
Abstract: Objective In the Japanese Community-Based Integrated Care System (CBICS), access to formal care services is based on voluntary consultations mainly from the families of people with dementia (PWD). The problem is that some people need… read more here.
Keywords: insurance claims; claims data; insurance; care ... See more keywords
Incidence of Mumps Deafness in Japan, 2005–2017: Analysis of Japanese Insurance Claims Database
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DOI: 10.2188/jea.je20200233
Abstract: Background Mumps deafness causes serious problems, and incidence data are needed to identify its disease burden. However, such data are limited, and the reported incidence is highly variable. Nationwide studies in Japan with a large… read more here.
Keywords: insurance claims; incidence; 2005 2017; incidence mumps ... See more keywords
Machine learning-based models for outpatient prescription of Kampo formulations: an analysis of a health insurance claims database.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of epidemiology"
DOI: 10.2188/jea.je20220089
Abstract: BACKGROUND Despite the widespread practice of Japanese traditional Kampo medicine, the characteristics of patients receiving various Kampo formulations have not been documented in detail. We applied a machine learning model to a health insurance claims… read more here.
Keywords: insurance claims; machine learning; claims database; kampo formulations ... See more keywords
Incidence and prevalence of epilepsy in Japan: a retrospective analysis of insurance claims data of 9,864,278 insured persons.
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DOI: 10.2188/jea.je20220316
Abstract: INTRODUCTION The burden of epilepsy is thought to be high but is difficult to measure. Very few studies in Japan have attempted to estimate prevalence and incidence rates of epilepsy in Japan. METHODS This retrospective… read more here.
Keywords: epilepsy japan; insurance claims; incidence; prevalence ... See more keywords
A Survey on Cases of Serious and High-Risk Child Abuse with Trauma Using the Database of Health Insurance Claims
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DOI: 10.3233/shti220272
Abstract: In recent years, the annual number of child deaths due to child abuse has been around 50 per year in Japan. On the other hand, the actual situation of dangerous physical abuse cases such as… read more here.
Keywords: health; child abuse; insurance claims; high risk ... See more keywords