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The Intensity of Primary Care for Heart Failure Patients: A Determinant of Readmissions? The CarPaths Study: A French Region-Wide Analysis

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  • Claire M Duflos
  • Kamila Solecki
  • Laurence Papinaud
  • Vera Georgescu
  • François Roubille
  • Gregoire Mercier

Abstract

Background: We aimed to classify patients with heart failure (HF) by the style of primary care they receive. Methods and Results: We used the claim data (SNIIRAM: Système National d’Information Inter-Régime de l’Assurance Maladie) of patients living in a French region. We evaluated three concepts. First, baseline clinical status with age and Charlson index. Second, primary care practice style with mean delay between consultations, quantity of nursing care, and variability of diuretic dose. Third, clinical outcomes with death during follow-up, readmission for HF, and rate of unforeseen consultations. The baseline clinical status and the clinical outcomes were included to give an insight in the reasons for, and performance of, primary care practice style. Patients were classified using a hierarchical ascending classification based on principal components. A total of 2,751 patients were included in this study and were followed for a median of 22 months. The mean age was 78 y (SD: 12); 484 (18%) died, and 818 (30%) were readmitted for HF. We found three different significant groups characterized by their need for care and the intensity of practice style: group 1 (N = 734) was “low need-low intensity”; group 2 (N = 1,060) was “high need-low intensity”; and group 3 (N = 957) was “high need-high intensity”. Their readmission rates were 17%, 41% and 28%, respectively. Conclusions: This study evaluated the link between primary care, clinical status and main clinical outcomes in HF patients. In higher need patients, a low-intensity practice style was associated with poorer clinical outcomes.

Suggested Citation

  • Claire M Duflos & Kamila Solecki & Laurence Papinaud & Vera Georgescu & François Roubille & Gregoire Mercier, 2016. "The Intensity of Primary Care for Heart Failure Patients: A Determinant of Readmissions? The CarPaths Study: A French Region-Wide Analysis," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-13, October.
  • Handle: RePEc:plo:pone00:0163268
    DOI: 10.1371/journal.pone.0163268
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    References listed on IDEAS

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    1. Mousquès, Julien & Renaud, Thomas & Scemama, Olivier, 2010. "Is the "practice style" hypothesis relevant for general practitioners? An analysis of antibiotics prescription for acute rhinopharyngitis," Social Science & Medicine, Elsevier, vol. 70(8), pages 1176-1184, April.
    2. Morgenstern, H., 1982. "Uses of ecologic analysis in epidemiologic research," American Journal of Public Health, American Public Health Association, vol. 72(12), pages 1336-1344.
    3. Badri Padhukasahasram & Chandan K Reddy & Yan Li & David E Lanfear, 2015. "Joint Impact of Clinical and Behavioral Variables on the Risk of Unplanned Readmission and Death after a Heart Failure Hospitalization," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-11, June.
    4. repec:dau:papers:123456789/14982 is not listed on IDEAS
    5. Nicolas Jay & Gilles Nuemi & Maryse Gadreau & Catherine Quantin, 2013. "A data mining approach for grouping and analyzing trajectories of care using claim data: the example of breast cancer," Post-Print inserm-00917359, HAL.
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    1. Antoine Rachas & Philippe Tuppin & Laurence Meyer & Bruno Falissard & Albert Faye & Nizar Mahlaoui & Elise de La Rochebrochard & Marie Frank & Pierre Durieux & Josiane Warszawski, 2018. "Excess mortality and hospitalizations in transitional-age youths with a long-term disease: A national population-based cohort study," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-14, March.

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