Dataset Information

Assessing Heuristic Bias During Care for Patients Hospitalized for Heart Failure: Get With The Guidelines-Heart Failure.

ABSTRACT:

Background

Heuristic biases are increasingly recognized, and potentially modifiable, contributors to patient care and outcomes. Left digit bias is a cognitive bias where continuous variables are categorized by their left-most digit. The impact of this heuristic bias applied to patient age on quality of care in heart failure has not been explored.

Methods

We examined participants admitted from 2005 to 2021 in the Get With The Guidelines-Heart Failure registry. To create 2 naturally randomized groups, isolating the effect of left digit bias, we dichotomized patients into those discharged within 60 days prior to their 80th birthday (N=4238) and those discharged within 60 days after their 80th birthday (N=4329). We performed multivariable logistic regression to assess the association between discharge date relative to 80th birthday and several in-hospital quality metrics and in-hospital outcomes. Among Medicare participants (N=2759), we performed adjusted Cox regression to analyze the relationship between discharge date and risk of 1-year mortality or readmission.

Results

Among 8567 patients, 50.4% were female, 73% were non-Hispanic White, and 42.9% had an ejection fraction ≤40%. Discharge date relative to 80th birthday was not associated with numerous in-hospital quality metrics or in-hospital outcomes on unadjusted or adjusted logistic regression. Among Medicare beneficiaries, there was no association between discharge date and risk of mortality or readmission at 1-year postdischarge (hazard ratio, 1.03 [95% CI, 0.95-1.12]; P=0.52).

Conclusions

In a large registry of patients hospitalized for heart failure, we did not detect a left digit bias' with respect to age at discharge, which resulted in differential quality of care or outcomes.

SUBMITTER: Selvaraj S

PROVIDER: S-EPMC9974743 | biostudies-literature | 2023 Feb

REPOSITORIES: biostudies-literature

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Publications

Assessing Heuristic Bias During Care for Patients Hospitalized for Heart Failure: Get With The Guidelines-Heart Failure.

Selvaraj Senthil S Greene Stephen J SJ Ayodele Iyanuoluwa I Alhanti Brooke B Allen Larry A LA Lewsey Sabra C SC Adusumalli Srinath S Reza Nosheen N Hernandez Adrian F AF Yancy Clyde W CW Jena Anupam B AB Fonarow Gregg C GC Bhatt Deepak L DL

Circulation. Heart failure 20221202 2

<h4>Background</h4>Heuristic biases are increasingly recognized, and potentially modifiable, contributors to patient care and outcomes. Left digit bias is a cognitive bias where continuous variables are categorized by their left-most digit. The impact of this heuristic bias applied to patient age on quality of care in heart failure has not been explored.<h4>Methods</h4>We examined participants admitted from 2005 to 2021 in the Get With The Guidelines-Heart Failure registry. To create 2 naturally ...[more]

PMID: 36458538

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Project description:AimsEarly engagement in advance care planning (ACP) is recommended in heart failure (HF) management. We investigated the preferences of patients with HF regarding ACP and end-of-life (EOL) care, including their desired timing of ACP initiation.Methods and resultsData were collected using a 92-item questionnaire survey, which was directly distributed to hospitalized patients by dedicated physicians and nurses in a university hospital setting. One-hundred eighty-seven patients agreed to participate (response rate: 92.6%), and 171 completed the survey [valid response rate: 84.7%; men: 67.3%; median age: 73.0 (63.0-81.0) years]. Logistic regression analyses were conducted to identify the predictors of positive attitudes towards ACP. Most recognized ACP as important for their care (n = 127, 74.3%), 48.1% stated that ACP should be initiated after repeated HF hospitalizations in the past year, and 29.0% preferred ACP to begin during the first or second HF hospitalization. Only 21.7% of patients had previously engaged in ACP conversations during HF management. Positive attitudes towards ACP were associated with lower depressive symptoms [two-item Patient Health Questionnaire; odds ratio (OR): 0.75, 95% confidence interval (CI): 0.61-0.92, P-value: 0.006], marriage (OR: 2.53, 95% CI: 1.25-5.12, P-value: 0.010), and a high educational level (OR: 2.66, 95% CI: 1.28-5.56, P-value: 0.009), but not with severity of HF (represented by Seattle Heart Failure Model risk score). Regarding EOL care, while 'Saying what one wants to tell loved ones' (83.4%), 'Dying a natural death' (81.8%), and 'Being able to stay at one's favorite place' (75.6%) were the three most important factors for patients, preferences for 'Receiving sufficient treatment' (56.5%) and 'Knowing what to expect about future condition' (50.3%) were divergent.ConclusionsDespite patients' preferences for ACP conversations, there was a discrepancy between preference and engagement in ACP among patients hospitalized for HF. Patients' preferences regarding EOL care may differ; physicians need to consider the appropriate ACP approach to align with patients' care goals.

Project description:Background"Guidelines for the care of heart failure patients at home support safe and effective evidence-based practice. The aims of the present study were: [1] to identify guidelines addressing the care at home for adults with heart failure and [2] evaluate the quality of the guidelines and the extent to which they address eight components of home-based HF disease management."MethodsA systematic review was conducted of articles published between 1st of January 2000 to 17th of May 2021 using the databases of PubMed, Web of Science, Scopus, Embase, Cochrane, and nine specific websites for guideline development organisations. Clinical guidelines for HF patients with recommendations relevant to care provision at home were included. The results were reported according to the Preferred Reporting Items for Systematic Reviews (PRISMA-2020) criteria. The quality of included guidelines was evaluated using the Appraisal of Guidelines for Research and Evaluation-II (AGREE-II) by two authors independently. Guidelines were evaluated for their coverage of eight components of HF care at home, consisting of integration, multi-disciplinary care, continuity of care, optimized treatment, patient education, patient and partner participation, care plans with clear goals of care, self-care management and palliative care.ResultsTen HF guidelines, including two nursing-focused guidelines and eight general guidelines were extracted from 280 studies. After evaluation of quality by AGREE-II, two guidelines obtained the highest score: "NICE" and the "Adapting HF guideline for nursing care in home health care settings. Five guidelines addressed all eight components of care at home while the others had six or seven.ConclusionsThis systematic review identified ten guidelines addressing care at home for patients with HF. The highest quality guidelines most relevant to the care at home of patients with HF are the "NICE\" and "Adapting HF guideline for nursing care in home health care settings" and would be most appropriate for use by home healthcare nurses.

Dataset Information

Assessing Heuristic Bias During Care for Patients Hospitalized for Heart Failure: Get With The Guidelines-Heart Failure.

Background

Methods

Results

Conclusions

Publications

Assessing Heuristic Bias During Care for Patients Hospitalized for Heart Failure: Get With The Guidelines-Heart Failure.

Similar Datasets

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