Extreme Consumers of Health Care: Patterns of Care Utilization in Patients with Multiple Chronic Conditions Admitted to a Novel Integrated Clinic
Received 3 August 2019
Accepted for publication 12 November 2019
Published 24 December 2019 Volume 2019:12 Pages 1075—1083
Checked for plagiarism Yes
Review by Single-blind
Peer reviewer comments 3
Editor who approved publication: Dr Scott Fraser
Muhammad Rafiq,1 George Keel,1 Pamela Mazzocato,1,2 Jonas Spaak,1,3 Christian Guttmann,1,4,5 Peter Lindgren,1 Carl Savage1
1Department of Learning, Informatics, Management and Ethics, Medical Management Centre, Karolinska Institutet, Stockholm, Sweden; 2Department for Research, Development, Education and Innovation, Södertälje Hospital, Södertälje 152 40, Sweden; 3Department of Clinical Sciences, Danderyd University Hospital, Karolinska Institutet, Stockholm 182 88, Sweden; 4Tieto Sweden AB, Stockholm 115 83, Sweden; 5Nordic Artificial Intelligence Institute, Stockholm 113 31, Sweden
Correspondence: Pamela Mazzocato
Medical Management Center (MMC), Karolinska Institutet (KI) Tomtebodavägen 18 a, Stockholm 17177, Sweden
Tel +46 766 502 843
Purpose: Patients with multiple chronic conditions (MCC) of diabetes, cardiovascular and kidney diseases; hereafter referred to as HND (heart/cardiac-, nephrology-, diabetes mellitus-) patients, are high utilizers of health care. However, the care received is often insufficiently coordinated between different specialties and health-care providers. This study aims to describe the characteristics of HND patients and to explore the initial effects of a multidisciplinary and person-centered care on total care utilization.
Patients and Methods: We conducted a sub-study of HND patients recruited in an ongoing randomized trial CareHND (NCT03362983). Descriptive statistics of patient characteristics, including diagnostic data and Charlson Comorbidity Index scores, informed a comparison of care utilization patterns between HND patient care and traditional care. Diagnostic and care utilization data were collected from a regional database. Wilcoxon signed ranked sum tests were performed to compare care utilization frequencies between the two groups.
Results: Patients included in the study were care-intensive with several diagnoses and experienced a high level of variation in care utilization and diagnoses profiles. HND patients were sicker than their counterparts in the control group. Utilization indicators were similar between the two arms. There was some indication that the HND center is beginning to perform as expected, but no results were statistically significant.
Conclusion: This study sits among many studies reporting difficulties obtaining statistically significant findings for MCC patients. However, previous research has shown that the key components of this intervention, such as integrated, multidisciplinary, inter-professional collaboration within patient-centered care have had a positive effect on health-care outcomes. More innovative methods beyond the RCT, such as machine learning should be explored to evaluate the impact of integrated care interventions on care utilization.
Keywords: integrated practice unit, health care utilization, person-centered care, multidisciplinary care
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