Literature DB >> 23462889

Derivation of a nomogram to estimate probability of revisit in at-risk older adults discharged from the emergency department.

Glenn Arendts1, Sarah Fitzhardinge, Karren Pronk, Marani Hutton, Yusuf Nagree, Mark Donaldson.   

Abstract

Estimation of the risk of revisit to the emergency department (ED) soon after discharge in the older population may assist discharge planning and targeting of post discharge intervention in high risk patients. In this study we sought to derive a risk prediction calculator for this purpose. In a prospective observational study in two tertiary ED, we conducted a comprehensive assessment of people aged 65 and over, and followed them for a minimum of 28 days post discharge. Cox proportional hazard models relating any unplanned ED revisit in the follow up period to observed risk factors were used to compute a probability nomogram. From 1,439 patients, 189 (13.1 %) had at least one unplanned revisit within 28 days. Revisit probability was weighted towards chronic and difficult to modify risk factors such as depression, malignancy and cognitive impairment. We conclude that the risk of revisit post discharge is calculable using a probability nomogram. However, revisit is largely related to immutable factors reflecting chronic illness burden, and does not necessarily reflect poor ED care during the initial index presentation.

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Year:  2013        PMID: 23462889     DOI: 10.1007/s11739-012-0895-5

Source DB:  PubMed          Journal:  Intern Emerg Med        ISSN: 1828-0447            Impact factor:   3.397


  25 in total

1.  Return to the emergency department among elders: patterns and predictors.

Authors:  J McCusker; S Cardin; F Bellavance; E Belzile
Journal:  Acad Emerg Med       Date:  2000-03       Impact factor: 3.451

Review 2.  Do geriatric interventions reduce emergency department visits? A systematic review.

Authors:  Jane McCusker; Josée Verdon
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2006-01       Impact factor: 6.053

Review 3.  Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors.

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Journal:  Stat Med       Date:  1996-02-28       Impact factor: 2.373

4.  Predicting functional status outcomes in hospitalized patients aged 80 years and older.

Authors:  A W Wu; Y Yasui; C Alzola; A N Galanos; J Tsevat; R S Phillips; A F Connors; J M Teno; N S Wenger; J Lynn
Journal:  J Am Geriatr Soc       Date:  2000-05       Impact factor: 5.562

5.  Safety of discharge of seniors from the emergency department to the community.

Authors:  Jane McCusker; Danièle Roberge; Alain Vadeboncoeur; Josée Verdon
Journal:  Healthc Q       Date:  2009

6.  A brief risk-stratification tool to predict repeat emergency department visits and hospitalizations in older patients discharged from the emergency department.

Authors:  Stephen W Meldon; Lorraine C Mion; Robert M Palmer; Barbara L Drew; Jason T Connor; Linda J Lewicki; David M Bass; Charles L Emerman
Journal:  Acad Emerg Med       Date:  2003-03       Impact factor: 3.451

7.  Frequency and predictors of adverse health outcomes in older Medicare beneficiaries discharged from the emergency department.

Authors:  S Nicole Hastings; Eugene Z Oddone; Gerda Fillenbaum; Richard J Sloane; Kenneth E Schmader
Journal:  Med Care       Date:  2008-08       Impact factor: 2.983

8.  The geriatric emergency department.

Authors:  Ula Hwang; R Sean Morrison
Journal:  J Am Geriatr Soc       Date:  2007-10-03       Impact factor: 5.562

9.  The changing profile of patients who used emergency department services in the United States: 1996 to 2005.

Authors:  K Tom Xu; Brian K Nelson; Steven Berk
Journal:  Ann Emerg Med       Date:  2009-10-06       Impact factor: 5.721

10.  Loss of independence in activities of daily living in older adults hospitalized with medical illnesses: increased vulnerability with age.

Authors:  Kenneth E Covinsky; Robert M Palmer; Richard H Fortinsky; Steven R Counsell; Anita L Stewart; Denise Kresevic; Christopher J Burant; C Seth Landefeld
Journal:  J Am Geriatr Soc       Date:  2003-04       Impact factor: 5.562

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  6 in total

Review 1.  Risk factors of adverse health outcomes after hospital discharge modifiable by clinical pharmacist interventions: a review with a systematic approach.

Authors:  Benedict Morath; Tanja Mayer; Alexander Francesco Josef Send; Torsten Hoppe-Tichy; Walter Emil Haefeli; Hanna Marita Seidling
Journal:  Br J Clin Pharmacol       Date:  2017-06-14       Impact factor: 4.335

2.  Use of a risk nomogram to predict emergency department reattendance in older people after discharge: a validation study.

Authors:  Glenn Arendts; Christopher Etherton-Beer; Roslyn Jones; Kate Bullow; Ellen MacDonald; Sandra Dumas; Daniel Parker; Marani Hutton; Sally Burrows; Simon G A Brown; Osvaldo P Almeida
Journal:  Intern Emerg Med       Date:  2015-03-11       Impact factor: 3.397

3.  Risk prediction of emergency department revisit 30 days post discharge: a prospective study.

Authors:  Shiying Hao; Bo Jin; Andrew Young Shin; Yifan Zhao; Chunqing Zhu; Zhen Li; Zhongkai Hu; Changlin Fu; Jun Ji; Yong Wang; Yingzhen Zhao; Dorothy Dai; Devore S Culver; Shaun T Alfreds; Todd Rogow; Frank Stearns; Karl G Sylvester; Eric Widen; Xuefeng B Ling
Journal:  PLoS One       Date:  2014-11-13       Impact factor: 3.240

4.  Prospective stratification of patients at risk for emergency department revisit: resource utilization and population management strategy implications.

Authors:  Bo Jin; Yifan Zhao; Shiying Hao; Andrew Young Shin; Yue Wang; Chunqing Zhu; Zhongkai Hu; Changlin Fu; Jun Ji; Yong Wang; Yingzhen Zhao; Yunliang Jiang; Dorothy Dai; Devore S Culver; Shaun T Alfreds; Todd Rogow; Frank Stearns; Karl G Sylvester; Eric Widen; Xuefeng B Ling
Journal:  BMC Emerg Med       Date:  2016-02-03

5.  Using explainable machine learning to identify patients at risk of reattendance at discharge from emergency departments.

Authors:  F P Chmiel; D K Burns; M Azor; F Borca; M J Boniface; Z D Zlatev; N M White; T W V Daniels; M Kiuber
Journal:  Sci Rep       Date:  2021-11-02       Impact factor: 4.379

6.  Telephone follow-up to reduce unplanned hospital returns for older emergency department patients: A randomized trial.

Authors:  Merel van Loon-van Gaalen; M Christien van der Linden; Jacobijn Gussekloo; Roos C van der Mast
Journal:  J Am Geriatr Soc       Date:  2021-06-25       Impact factor: 7.538

  6 in total

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