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Original research article
Contribution of the long-term care insurance certificate for predicting 1-year all-cause readmission compared with validated risk scores in elderly patients with heart failure
  1. Kayo Takahashi1,2,
  2. Makoto Saito1,
  3. Shinji Inaba1,
  4. Toru Morofuji1,
  5. Hiroe Aisu1,2,
  6. Takumi Sumimoto1,
  7. Akiyoshi Ogimoto3,
  8. Shuntaro Ikeda2 and
  9. Jitsuo Higaki2
  1. 1Kitaishikai Hospital, Ozu, Japan
  2. 2Ehime University Graduate School of Medicine, Toon, Japan
  3. 3Uwajima City Hospital, Uwajima, Japan
  1. Correspondence to Dr Makoto Saito; saito0321jp{at}yahoo.co.jp

Abstract

Objectives Readmission is a common and serious problem associated with heart failure (HF). Unfortunately, conventional risk models have limited predictive value for predicting readmission. The recipients of long-term care insurance (LTCI) are frail and have mental and physical impairments. We hypothesised that adjustment of the conventional risk score with an LTCI certificate enables a more accurate appreciation of readmission for HF.

Methods We investigated 452 patients with HF who were followed up for 1 year to determine all-cause readmission. We obtained their clinical and socioeconomic data, including LTCI. The three clinical risk scores used in our evaluation were Keenan (2008), Krumholz (2000) and Charlson (1994). We used net reclassification improvement (NRI) to assess the incremental benefit.

Results Patients with LTCI were significantly older, and had a higher prevalence of cerebrovascular disease and dementia than those without LTCI. One-year all-cause readmission (n=193, 43%) was significantly associated with all risk scores, receiving LTCI and the category of LTCI. Receiving LTCI was associated with readmission independent of all risk scores (HR, 1.59 to 1.63; all p<0.01). Adding LTCI to all risk scores led to a significantly improved reclassification, which was observed in the subgroup of patients with HF with preserved ejection fraction (≥50%) but not in the subgroup with reduced ejection fraction (<50%).

Conclusions Possession of an LTCI certificate was independently associated with 1-year all-cause readmission after adjusting for validated clinical risk scores in patients with HF. Adding LTCI status significantly improved the model performance for readmission risk, particularly in patients with HF and preserved ejection fraction.

  • HEART FAILURE
  • Readmission
  • Long-term care insurance
  • Risk score

This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/

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Footnotes

  • Contributors KT extracted, cleaned and analysed the data, conducted the statistical analysis, and drafted and revised the paper. MS designed the protocol and extracted the data and revised the draft paper. SI extracted the data and revised the draft paper. TM and HA extracted the data. TS, AO, SI and JH contributed to conception of the study and revised the manuscript. All authors had full access to the data and are guarantors for the study.

  • Competing interests None declared.

  • Ethics approval The study was approved by the ethics committee of Ehime University Graduate School of Medicine (number 1512001).

  • Provenance and peer review Not commissioned; externally peer reviewed.

  • Data sharing statement No additional data are available.