Application of Instrumental Variable Analysis in Pediatric End-of-Life Research: A Case Study
Title
Application of Instrumental Variable Analysis in Pediatric End-of-Life Research: A Case Study
Creator
Svynarenko R; Cozad MJ; Mack JW; Keim-Malpass J; Hinds PS; Lindley LC
Identifier
Publisher
Western Journal of Nursing Research
Date
2023
Subject
Hospice Care; Terminal Care; Child; Death; Humans; Palliative Care; Patient Protection and Affordable Care Act; United States
Description
Instrumental variable analysis (IVA) has been widely used in many fields, including health care, to determine the comparative effectiveness of a treatment, intervention, or policy. However, its application in pediatric end-of-life care research has been limited. This article provides a brief overview of IVA and its assumptions. It illustrates the use of IVA by investigating the comparative effectiveness of concurrent versus standard hospice care for reducing 1-day hospice enrollments. Concurrent hospice care is a relatively recent type of care enabled by the Affordable Care Act in 2010 for children enrolled in the Medicaid program and allows for receiving life-prolonging medical treatment concurrently with hospice care. The IVA was conducted using observational data from 18,152 pediatric patients enrolled in hospice between 2011 and 2013. The results indicated that enrollment in concurrent hospice care reduced 1-day enrollment by 19.3%.
Rights
Article information provided for research and reference use only. PedPalASCNET does not hold any rights over the resource listed here. All rights are retained by the journal listed under publisher and/or the creator(s).
Citation List Month
July List 2023
URL Address
Collection
Citation
Svynarenko R; Cozad MJ; Mack JW; Keim-Malpass J; Hinds PS; Lindley LC, “Application of Instrumental Variable Analysis in Pediatric End-of-Life Research: A Case Study,” Pediatric Palliative Care Library, accessed September 14, 2024, https://pedpalascnetlibrary.omeka.net/items/show/19142.