成本类型回归分析

澳大利亚脑瘫患者家庭自付费用调查数据,含按年龄和GMFCS分层的费用及财务困境回归分析。

Figshare
2023-07-20 更新
浏览 19
表格via social mediagross motor function7 &# 821147 )children15 &# 82110 &# 8211thematically analysed using460 australian dollarsfinancial distress indicatorsoverwhelming financial distressmeasure financial distresscharge financial distress
Cost type regression analyses

基本信息

模态
表格
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2023-07-20
版本
v1

资源简介

成本类型回归分析

【数据集背景】

本数据集源站标题为《Cost type regression analyses.》。源站首次发布:2023-07-20。

【数据内容】

源站原始描述:The most recent cost estimates of cerebral palsy (CP) in Australia did not include out-of-pocket costs for families. This study aimed to: 1) describe and estimate out-of-pocket costs for people with CP and their families by age and gross motor function classification system (GMFCS) level; 2) measure financial distress. A cross-sectional quantitative survey design was used with qualitative approaches to analyse open-ended questions. A CP-specific out-of-pocket costs survey was co-designed with pe…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 4.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0288865.t004。

【主题与分类】

源站学科分类:Medicine、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:via social media、gross motor function、7 &# 8211、47 ), children、15 &# 8211、0 &# 8211、thematically analysed using、460 australian dollars、financial distress indicators、overwhelming financial distress。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Cost_type_regression_analyses_/23718236

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Henry, Georgina; Webb, Annabel; Galea, Claire; Pearce, Alison; Balde, Isabelle; Garrity, Fiona; et al. (2023). Cost type regression analyses.. PLOS ONE. Dataset

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

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当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table 4.xls" "https://ndownloader.figshare.com/files/41641925"

文件清单

  • Table 4.xls(9.73 KB)

文件总体积 9.73 KB(源站 API 实测)。

数据说明

The most recent cost estimates of cerebral palsy (CP) in Australia did not include out-of-pocket costs for families. This study aimed to: 1) describe and estimate out-of-pocket costs for people with CP and their families by age and gross motor function classification system (GMFCS) level; 2) measure financial distress. A cross-sectional quantitative survey design was used with qualitative approaches to analyse open-ended questions. A CP-specific out-of-pocket costs survey was co-designed with people with lived experience. Adults with CP and carers were recruited from Australian population-based CP Registers and via social media. Sociodemographic variables were analysed descriptively and median (IQR) expenses for health, assistive technology, personal care, housing, occupation, transport, leisure, respite and holidays, by age (0–6; 7–17; 18 years +) and gross motor function [GMFCS level I-II vs III-V] were calculated. The In Charge Financial Distress/Financial Wellbeing Scale measured financial distress. Regression analyses were conducted to investigate costs and financial distress. Additional out-of-pocket costs itemised in open-ended questions were charted. Comments were thematically analysed using the framework approach. 271 surveys were completed for children 0–6 years (n = 47), children/adolescents 7–17 years (n = 124) and adults (n = 100). 94% of participants had out-of-pocket costs associated with CP, with an overall annual median of $4,460 Australian dollars (IQR $11,955). After controlling for income, private insurance and disability funding, the GMFCS III-V group had costs two times higher than the GMFCS I-II group (2.01; 95% CI 1.15–3.51). Age was not significantly associated with costs. 36% of participants had high to overwhelming financial distress; this was not associated with age or GMFCS level after controlling for financial factors. Families had several additional disability costs. Open-ended responses revealed experiences of financial concern were influenced by funding scheme experiences, reduced income, uncertainty, access to support networks and an inability to afford CP-related costs. Cost estimates and financial distress indicators should in

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0288865.t004(source: https://plos.figshare.com/articles/dataset/Cost_type_regression_analyses_/23718236)。

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