ArticlePloS one2019
Validation of the Rainbow Model of Integrated Care Measurement Tools (RMIC-MTs) in renal care for patient and care providers.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 50 citations in OpenAlex.
- Measuring integrated hypertension care in community health centers: a cross-sectional study based on the Rainbow Model of Integrated Care in Chengdu, China.BMC health services research · 2026Article
- Person-Centered Integrated Kidney Care Narrative Review: A Model for Reduction of Health Care Carbon Emissions.Canadian journal of kidney health and disease · 2026Review
- Integrated care networks in multidisciplinary rehabilitation therapy services for childhood oncology close to home: lessons learned from an international environmental scan.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Review
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- Measuring person-centered integrated care for people living with mild to moderate chronic kidney disease and multimorbidity: a cross-sectional survey.Frontiers in health services · 2025Article
- Evidence-based modelling and taxonomy of hospital-based cancer care coordination nurses' roles and boundaries: an iterative multiphase convergent mixed study.BMJ oncology · 2025Article
- Development and validation of the Chinese patient-centered integrated care scale.BMC health services research · 2024Article
- Information and Communications Technologies Enabling Integrated Primary Care for Patients With Complex Care Needs: Scoping Review.Journal of medical Internet research · 2023Article
- Effectiveness of community-based multidisciplinary integrated care for older people: a protocol for a systematic review.BMJ open · 2022Article
- Information and Communication Technologies (ICTs) enabling integrated primary care for complex patients: a protocol for a scoping review.Systematic reviews · 2022Article
- Effect of Collaborative Governance on Medical and Nursing Service Combination: An Evaluation Based on Delphi and Entropy Method.Healthcare (Basel, Switzerland) · 2021Article
- Improving medical residents' utilisation of integrated mental health in primary care.BMJ open quality · 2021Article
- Assessing the Delivery of Coordinated Care to Patients with Advanced Chronic Kidney Disease in Ontario, Canada: A Survey of Patients and Healthcare Professionals.International journal of integrated care · 2021Article
- A Validation Study of the Rainbow Model of Integrated Care-Measurement Tool for Patients in China.International journal of integrated care · 2021Article
- Article
- Towards a New System for the Assessment of the Quality in Care Pathways: An Overview of Systematic Reviews.International journal of environmental research and public health · 2020Review
- Goal-Oriented Care: A Catalyst for Person-Centred System Integration.International journal of integrated care · 2020Article
- Validation of the care providers version of the Rainbow Model of Integrated Care-measurement tool in Chinese primary care systems.BMC health services research · 2020Article
- Exploring the psychometric properties of the Rainbow Model of Integrated Care measurement tool for care providers in Australia.BMJ open · 2019Article
- Validation of the Rainbow Model of Integrated Care Measurement Tools (RMIC-MTs) in renal care for patient and care providers.PloS one · 2019Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionIntegrated service delivery is considered to be an essential condition for improving the management and health outcomes of people with chronic kidney disease (CKD). However, research on the assessment of integrated care by patients and care providers is hindered by the absence of brief, reliable, and valid measurement tools.
objectiveThe aim of this study was to develop survey instruments for healthcare professionals and patients based on the Rainbow Model of Integrated Care (RMIC), and to evaluate their psychometric properties.
designThe development process was based on the US Food and Drug Administration guidelines. This included item generation from systematic reviews of existing tools and expert opinion on clarity and content validity, involving renal care providers and chronic kidney patients. A cross-sectional, multi-centre design was used to test for internal consistency and construct validity.
settingOutpatient clinics in a large renal network.
participantsA sample of 30.788 CKD patients, and 8.914 renal care providers. METHODS AND ANALYSIS: Both survey instruments were developed using previous qualitative work and published literature. A multidisciplinary expert panel assessed the face and content validity of both instruments and following a pilot study, the psychometric properties of both instruments were explored. Exploratory factor analysis with principal axis factoring and with promax rotation was used to assess the underlying dimensions of both instruments; Cronbach's alpha was used to determine the internal constancy reliability.
results17.512 patients (response rate: 56.9%) and 8.849 care providers (response rate: 69.5%) responded to the questionnaires. Factor analysis of the patient questionnaire yielded three internally consistent (Cronbach's alpha > 0.7) factors: person-centeredness, clinical coordination, and professional coordination. Factor analysis of the provider questionnaire produced eight internally consistent (Cronbach's alpha > 0.7) factors: person-centeredness, community centeredness, clinical coordination, professional coordination, organisational coordination, system coordination, technical and cultural competence. As hypothesised, care coordination patient and providers scores significantly correlated with questions about quality of care, treatment involvement, reported health, clinics' organisational readiness, and external care coordination capacity.
conclusionThis study provides evidence for the reliability and validity of the RMIC patient and provider questionnaires as generic tools to assess the experience with or perception of integrated renal care delivery. The instruments are recommended in future applications testing test-retest reliability, convergent and predictive validity, and responsiveness.
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