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Data-Driven Exploration of National Health Service Talking Therapies Care Pathways Using Process Mining: Retrospective Cohort Study

Data-Driven Exploration of National Health Service Talking Therapies Care Pathways Using Process Mining: Retrospective Cohort Study

In our analysis of Talking Therapies EHR data, we treated the Talking Therapies care pathway as a process, where care pathway stages form the activities in the process, while referred patients (termed “referrals” within IAPT services) are the entities who travel through the process.

Elizabeth Yardley, Alice Davis, Chris Eldridge, Christos Vasilakis

JMIR Ment Health 2024;11:e53894

Valuing Diversity and Inclusion in Health Care to Equip the Workforce: Survey Study and Pathway Analysis

Valuing Diversity and Inclusion in Health Care to Equip the Workforce: Survey Study and Pathway Analysis

The pathway model has been used in previous studies on diversity [47]. A common framework is diversity practices–pathways–performance [48]. Following this framework, we considered business and service benefits as the performance component. We examined the associations with three pathways: improving, recruiting, and collaborating. The two types of diversity practices are D&I strategy and talent strategy.

Jiban Khuntia, Xue Ning, Wayne Cascio, Rulon Stacey

JMIR Form Res 2022;6(5):e34808

Pathway-Driven Coordinated Telehealth System for Management of Patients With Single or Multiple Chronic Diseases in China: System Development and Retrospective Study

Pathway-Driven Coordinated Telehealth System for Management of Patients With Single or Multiple Chronic Diseases in China: System Development and Retrospective Study

The core of the engine is a custom ontology called Universal Care Pathway Ontology (UCPO), which represents the knowledge contained in our pathway-driven integrated care model. Given specific patient data, the engine will generate a small-scale knowledge graph based on UCPO to provide personalized decision support. The clients are represented in different forms for both care providers and patients.

Zheyu Wang, Jiye An, Hui Lin, Jiaqiang Zhou, Fang Liu, Juan Chen, Huilong Duan, Ning Deng

JMIR Med Inform 2021;9(5):e27228