Process mining and customer journey mapping in healthcare: Enhancing patient-centred care in stroke rehabilitation

康复 冲程(发动机) 过程(计算) 介绍 医学 过程采矿 医疗保健 人口统计学的 医疗急救 物理疗法 护理部 运营管理 计算机科学 在制品 人口学 业务流程 工程类 社会学 经济 业务流程建模 操作系统 机械工程 经济增长
作者
Ingy Shafei,Jonathan Karnon,Maria Crotty
出处
期刊:Digital health [SAGE]
卷期号:10 被引量:2
标识
DOI:10.1177/20552076241249264
摘要

Background Patient-centred care and enhancing patient experience is a priority across Australia. Stroke rehabilitation has multiple consumer touchpoints that would benefit from a better understanding of customer journeys, subsequently impacting better patient-centred care, and contributing to process improvements and better patient outcomes. Customer journey mapping through process mining extracts process data from event logs in existing information systems discovering patient journeys, which can be utilized to monitor guideline compliance and uncover nonconformance. Methodology Utilizing process mining and variant analysis, customer journey maps were developed for 130 stroke rehabilitation patients from referral to discharge. In total, 168 cases from the Australasian Rehabilitation Outcomes Centre dataset were matched with 6291 cases from inpatient stroke data. Variants were explored for age, gender, outcome measures, length of stay and functional independence measure (FIM) change. Results The study illustrated the process, process variants and patient journey map in stroke rehabilitation. Process characteristics of stroke rehabilitation patients were extracted and represented utilizing process mining and results highlighted process variation, attributes, touchpoints and timestamps across stroke rehabilitation patient journeys categorized by patient demographics and outcome variables. Patients demonstrated a mean and median duration of 49.5 days and 44 days, respectively, across the patient journeys. Nine variants were discovered, with 78.46% ( n = 102) of patients following the expected sequence of activities in their stroke rehabilitation patient journey. Relationships involving age, gender, length of stay and FIM change along the patient journeys were evident, with four cases experiencing stroke rehabilitation journeys of more than 100 days, warranting further investigation. Conclusion Process mining can be utilized to visualize and analyse patient journeys and identify gaps in service quality, thus contributing to better patient-centred care and improved patient outcomes and experiences in stroke rehabilitation.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
夹心完成签到,获得积分20
1秒前
1秒前
1秒前
机械师简发布了新的文献求助30
1秒前
1秒前
小北完成签到,获得积分10
2秒前
烟花应助科研小王采纳,获得10
2秒前
2秒前
苗玉完成签到,获得积分10
2秒前
平常天与完成签到,获得积分10
3秒前
wanci应助开心超人采纳,获得10
3秒前
3秒前
好运6连发布了新的文献求助10
3秒前
3秒前
3秒前
4秒前
ss发布了新的文献求助10
4秒前
lei完成签到 ,获得积分10
4秒前
混沌发布了新的文献求助10
4秒前
27发布了新的文献求助10
4秒前
5秒前
5秒前
夹心发布了新的文献求助10
5秒前
maidang发布了新的文献求助10
5秒前
刘芋叶发布了新的文献求助10
5秒前
6秒前
6秒前
gsyg发布了新的文献求助10
6秒前
6秒前
luuu完成签到,获得积分10
7秒前
7秒前
86发布了新的文献求助10
7秒前
lin123完成签到 ,获得积分10
7秒前
ppbk发布了新的文献求助10
8秒前
斯文败类应助半个柚子采纳,获得10
8秒前
舒适虔完成签到,获得积分10
8秒前
8秒前
小北发布了新的文献求助10
8秒前
9秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Digital Twins of Advanced Materials Processing 2000
Weaponeering, Fourth Edition – Two Volume SET 2000
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 纳米技术 化学工程 生物化学 物理 计算机科学 内科学 复合材料 催化作用 物理化学 光电子学 电极 冶金 细胞生物学 基因
热门帖子
关注 科研通微信公众号,转发送积分 6016908
求助须知:如何正确求助?哪些是违规求助? 7600204
关于积分的说明 16154242
捐赠科研通 5164682
什么是DOI,文献DOI怎么找? 2764737
邀请新用户注册赠送积分活动 1745819
关于科研通互助平台的介绍 1635022