Search
Feedback
About UniCat 
Help
News
| Listing 1 - 3 of 3 |
Sort by
|
Book
ISBN: 3030407640 3030407632 Year: 2020 Publisher: Cham : Springer International Publishing : Imprint: Springer,
Abstract | Keywords | Export | Availability | Bookmark
Loading...Choose an application
- Reference Manager
- EndNote
- RefWorks (Direct export to RefWorks)
This brief uses California’s CURES (Controlled Substance Utilization Review and Evaluation System) 2.0 data to analyze county-level opioid prescribing rates in California from 2012 to 2017 from multiple perspectives. The book summarizes California’s county-level opioid prescribing trends, examines potential correlates of opioid prescribing rates, and assesses the association of opioid prescribing on both criminal justice and public health outcomes. Finally, the authors discuss their principal findings and the implications for policy and practice, including the significant and lasting consequences of the opioid crisis on the criminal justice system and the importance of a multi-disciplinary approach to effectively address the crisis.
Opioids. --- Opium-like agents --- Analgesics --- Narcotics --- Opium --- Criminal behavior. --- Crime prevention. --- Pain medicine. --- Criminal Behavior. --- Crime Prevention. --- Pain Medicine. --- Algiatry --- Medicine --- Crime --- Crime prevention --- Prevention of crime --- Public safety --- Criminal psychology --- Deviant behavior --- Prevention --- Government policy
Book
ISBN: 1000701255 1000700038 0429342764 Year: 2020 Publisher: Boca Raton : CRC Press, Taylor & Francis Group,
Abstract | Keywords | Export | Availability | Bookmark
Loading...Choose an application
- Reference Manager
- EndNote
- RefWorks (Direct export to RefWorks)
Health care utilization routinely generates vast amounts of data from sources ranging from electronic medical records, insurance claims, vital signs, and patient-reported outcomes. Predicting health outcomes using data modeling approaches is an emerging field that can reveal important insights into disproportionate spending patterns. This book presents data driven methods, especially machine learning, for understanding and approaching the high utilizers problem, using the example of a large public insurance program. It describes important goals for data driven approaches from different aspects of the high utilizer problem, and identifies challenges uniquely posed by this problem. Key Features: Introduces basic elements of health care data, especially for administrative claims data, including disease code, procedure codes, and drug codes Provides tailored supervised and unsupervised machine learning approaches for understanding and predicting the high utilizers Presents descriptive data driven methods for the high utilizer population Identifies a best-fitting linear and tree-based regression model to account for patients' acute and chronic condition loads and demographic characteristics
Medical care --- Machine learning. --- Utilization --- Mathematical models. --- United States
Multi
ISBN: 9783030407643 Year: 2020 Publisher: Cham Springer International Publishing :Imprint: Springer
Abstract | Keywords | Export | Availability | Bookmark
Loading...Choose an application
- Reference Manager
- EndNote
- RefWorks (Direct export to RefWorks)
This brief uses California’s CURES (Controlled Substance Utilization Review and Evaluation System) 2.0 data to analyze county-level opioid prescribing rates in California from 2012 to 2017 from multiple perspectives. The book summarizes California’s county-level opioid prescribing trends, examines potential correlates of opioid prescribing rates, and assesses the association of opioid prescribing on both criminal justice and public health outcomes. Finally, the authors discuss their principal findings and the implications for policy and practice, including the significant and lasting consequences of the opioid crisis on the criminal justice system and the importance of a multi-disciplinary approach to effectively address the crisis.
Social problems --- Criminology. Victimology --- Pharmacology. Therapy --- analgesie --- pijn --- criminaliteit
| Listing 1 - 3 of 3 |
Sort by
|