{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T02:51:46Z","timestamp":1768791106790,"version":"3.49.0"},"reference-count":48,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[2012,2,1]],"date-time":"2012-02-01T00:00:00Z","timestamp":1328054400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2012,2,1]],"date-time":"2012-02-01T00:00:00Z","timestamp":1328054400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["australiancriticalcare.com","clinicalkey.com","clinicalkey.com.au","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Australian Critical Care"],"published-print":{"date-parts":[[2012,2]]},"DOI":"10.1016\/j.aucc.2011.07.004","type":"journal-article","created":{"date-parts":[[2011,9,2]],"date-time":"2011-09-02T15:45:43Z","timestamp":1314978343000},"page":"31-40","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":34,"title":["What are the factors in risk prediction models for rehospitalisation for adults with chronic heart failure?"],"prefix":"10.1016","volume":"25","author":[{"given":"Vasiliki","family":"Betihavas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patricia M.","family":"Davidson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Phillip J.","family":"Newton","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven A.","family":"Frost","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter S.","family":"Macdonald","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Stewart","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.aucc.2011.07.004_bib0005","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/j.ahj.2004.08.005","article-title":"Characteristics and outcomes of patients hospitalized for heart failure in the United States: rationale, design, and preliminary observations from the first 100,000 cases in the Acute Decompensated Heart Failure National Registry (ADHERE)","volume":"149","author":"Adams","year":"2005","journal-title":"Am Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0010","doi-asserted-by":"crossref","first-page":"1771","DOI":"10.1093\/oxfordjournals.eurheartj.a015172","article-title":"Trends in hospitalization and mortality for heart failure in Spain, 1980\u20131993","volume":"18","author":"Rodriguez-Artalejo","year":"1997","journal-title":"Eur Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0015","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1136\/hrt.76.5.388","article-title":"Increase in hospital admission rates for heart failure in The Netherlands, 1980\u20131993","volume":"76","author":"Reitsma","year":"1996","journal-title":"Heart"},{"key":"10.1016\/j.aucc.2011.07.004_bib0020","doi-asserted-by":"crossref","first-page":"2388","DOI":"10.1093\/eurheartj\/ehn309","volume":"29","author":"Dickstein","year":"2008","journal-title":"Eur Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0025","series-title":"Australia's Health 2008","author":"Australian Institute of Health Welfare","year":"2008"},{"key":"10.1016\/j.aucc.2011.07.004_bib0030","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1377\/hlthaff.28.1.179","article-title":"What works in chronic care management: the case of heart failure","volume":"28","author":"Sochalski","year":"2009","journal-title":"Health Aff"},{"key":"10.1016\/j.aucc.2011.07.004_bib0245","series-title":"The burden of disease and injury in Australia (2003)","author":"Begg","year":"2007"},{"key":"10.1016\/j.aucc.2011.07.004_bib0040","doi-asserted-by":"crossref","first-page":"1562","DOI":"10.1016\/S0022-5347(05)66349-5","article-title":"A catalog of prostate cancer nomograms","volume":"165","author":"Ross","year":"2001","journal-title":"J Urol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0045","doi-asserted-by":"crossref","first-page":"1262","DOI":"10.1016\/j.jclinepi.2004.01.020","article-title":"Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example","volume":"57","author":"Moons","year":"2004","journal-title":"J Clin Epidemiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0050","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1002\/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4","article-title":"Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors","volume":"15","author":"Harrell","year":"1996","journal-title":"Stat Med"},{"key":"10.1016\/j.aucc.2011.07.004_bib0055","series-title":"Clinical prediction models: a practical approach to development, validation, and updating","author":"Steyerberg","year":"2009"},{"key":"10.1016\/j.aucc.2011.07.004_bib0060","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1016\/j.annepidem.2009.05.005","article-title":"Overview of risk prediction models in cardiovascular disease research","volume":"19","author":"Cui","year":"2009","journal-title":"Ann Epidemiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0065","doi-asserted-by":"crossref","first-page":"1371","DOI":"10.1001\/archinte.168.13.1371","article-title":"Statistical models and patient predictors of readmission for heart failure: a systematic review","volume":"168","author":"Ross","year":"2008","journal-title":"Arch Intern Med"},{"key":"10.1016\/j.aucc.2011.07.004_bib0070","doi-asserted-by":"crossref","first-page":"981","DOI":"10.1097\/MLR.0b013e3181ef60d9","article-title":"An automated model to identify heart failure patients at risk for 30-day readmission or death using electronic medical record data","volume":"48","author":"Amarasingham","year":"2010","journal-title":"Med Care"},{"key":"10.1016\/j.aucc.2011.07.004_bib0075","doi-asserted-by":"crossref","first-page":"1640","DOI":"10.1016\/S0002-9149(97)00214-2","article-title":"Correlates of early hospital readmission or death in patients with congestive heart failure","volume":"79","author":"Chin","year":"1997","journal-title":"Am J Cardiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0080","doi-asserted-by":"crossref","first-page":"1560","DOI":"10.1016\/S0735-1097(99)00059-5","article-title":"Prediction of hospital readmission for heart failure: development of a simple risk score based on administrative data","volume":"33","author":"Philbin","year":"1999","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0085","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/S0002-8703(00)90311-9","article-title":"Predictors of readmission among elderly survivors of admission with heart failure","volume":"139","author":"Krumholz","year":"2000","journal-title":"Am Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0090","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1016\/j.cardfail.2004.02.011","article-title":"Risk stratification after hospitalization for decompensated heart failure","volume":"10","author":"Felker","year":"2004","journal-title":"J Card Fail"},{"key":"10.1016\/j.aucc.2011.07.004_bib0095","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1016\/j.cardfail.2006.10.002","article-title":"Prediction of rehospitalization and death in severe heart failure by physicians and nurses of the ESCAPE trial","volume":"13","author":"Yamokoski","year":"2007","journal-title":"J Card Fail"},{"key":"10.1016\/j.aucc.2011.07.004_bib0100","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1016\/S0168-8510(01)00236-6","article-title":"An international study of hospital readmissions and related utilization in Europe and the USA","volume":"61","author":"Westert","year":"2002","journal-title":"Health Policy"},{"key":"10.1016\/j.aucc.2011.07.004_bib0105","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1016\/j.cardfail.2007.02.005","article-title":"Prognostic value of blood urea nitrogen in patients hospitalized with worsening heart failure: insights from the Acute and Chronic Therapeutic Impact of a Vasopressin Antagonist in Chronic Heart Failure (ACTIV in CHF) study","volume":"13","author":"Filippatos","year":"2007","journal-title":"J Card Fail"},{"key":"10.1016\/j.aucc.2011.07.004_bib0110","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/j.cardfail.2006.03.006","article-title":"Diuretic use, progressive heart failure, and death in patients in the DIG study","volume":"12","author":"Domanski","year":"2006","journal-title":"J Card Fail"},{"key":"10.1016\/j.aucc.2011.07.004_bib0115","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1016\/j.jcrc.2005.08.002","article-title":"Health services research in critical care using administrative data","volume":"20","author":"Wunsch","year":"2005","journal-title":"J Crit Care"},{"key":"10.1016\/j.aucc.2011.07.004_bib0120","doi-asserted-by":"crossref","first-page":"512","DOI":"10.1097\/01.mlr.0000127998.89246.ef","article-title":"Chronic medical illness, depression, and use of acute medical services among Medicare beneficiaries","volume":"42","author":"Himelhoch","year":"2004","journal-title":"Med Care"},{"key":"10.1016\/j.aucc.2011.07.004_bib0125","doi-asserted-by":"crossref","first-page":"562","DOI":"10.4037\/ajcc2009388","article-title":"Marital status as an independent predictor of event-free survival of patients with heart failure","volume":"18","author":"Chung","year":"2009","journal-title":"Am J Crit Care"},{"key":"10.1016\/j.aucc.2011.07.004_bib0130","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1016\/S0195-668X(02)00823-0","article-title":"The EuroHeart failure survey programme\u2014a survey on the quality of care among patients with heart failure in Europe. Part 1: Patient characteristics and diagnosis","volume":"24","author":"Cleland","year":"2003","journal-title":"Eur Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0250","doi-asserted-by":"crossref","first-page":"2141","DOI":"10.1001\/jama.2010.748","article-title":"Trends in length of stay and short-term outcomes among Medicare patients hospitalized for heart failure, 1993-2006","volume":"303","author":"Bueno","year":"2010","journal-title":"JAMA"},{"key":"10.1016\/j.aucc.2011.07.004_bib0140","doi-asserted-by":"crossref","first-page":"1450","DOI":"10.1161\/01.CIR.0000141562.22216.00","article-title":"Randomized, controlled evaluation of short- and long-term benefits of heart failure disease management within a diverse provider network: the SPAN-CHF trial","volume":"110","author":"Kimmelstiel","year":"2004","journal-title":"Circulation"},{"key":"10.1016\/j.aucc.2011.07.004_bib0145","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1016\/S0002-9343(00)00743-9","article-title":"A systematic review of randomized trials of disease management programs in heart failure","volume":"110","author":"McAlister","year":"2001","journal-title":"Am J Med"},{"key":"10.1016\/j.aucc.2011.07.004_bib0150","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1054\/jcaf.2002.30735","article-title":"Effects of metoprolol CR\/XL on mortality and hospitalizations in patients with heart failure and history of hypertension","volume":"8","author":"Herlitz","year":"2002","journal-title":"J Card Fail"},{"key":"10.1016\/j.aucc.2011.07.004_bib0155","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/j.jacc.2004.10.032","article-title":"What resting heart rate should one aim for when treating patients with heart failure with a beta-blocker? Experiences from the Metoprolol Controlled Release\/Extended Release Randomized Intervention Trial in Chronic Heart Failure (MERIT-HF)","volume":"45","author":"Gullestad","year":"2005","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0160","doi-asserted-by":"crossref","first-page":"1585","DOI":"10.1161\/01.CIR.0000012546.20194.33","article-title":"Metoprolol CR\/XL in female patients with heart failure: analysis of the experience in Metoprolol Extended-Release Randomized Intervention Trial in Heart Failure (MERIT-HF)","volume":"105","author":"Ghali","year":"2002","journal-title":"Circulation"},{"key":"10.1016\/j.aucc.2011.07.004_bib0165","doi-asserted-by":"crossref","first-page":"2462","DOI":"10.1016\/j.jacc.2006.03.030","article-title":"Beta-blocker use and outcomes among hospitalized heart failure patients","volume":"47","author":"Butler","year":"2006","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0170","doi-asserted-by":"crossref","first-page":"1575","DOI":"10.1016\/S0140-6736(00)02212-1","article-title":"Long-term ACE-inhibitor therapy in patients with heart failure or left-ventricular dysfunction: a systematic overview of data from individual patients","volume":"355","author":"Flather","year":"2000","journal-title":"The Lancet"},{"key":"10.1016\/j.aucc.2011.07.004_bib0175","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1111\/j.1532-5415.2004.52202.x","article-title":"Transitional care of older adults hospitalized with heart failure: a randomized, controlled trial","volume":"52","author":"Naylor","year":"2004","journal-title":"J Am Geriatr Soc"},{"key":"10.1016\/j.aucc.2011.07.004_bib0180","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/j.ejheart.2005.01.009","article-title":"Health care professionals in a heart failure team","volume":"7","author":"Jaarsma","year":"2005","journal-title":"Eur J Heart Fail"},{"key":"10.1016\/j.aucc.2011.07.004_bib0185","doi-asserted-by":"crossref","first-page":"1077","DOI":"10.1016\/S0140-6736(99)03428-5","article-title":"Effects of a multidisciplinary, home-based intervention on planned readmissions and survival among patients with chronic congestive heart failure: a randomised controlled study","volume":"354","author":"Stewart","year":"1999","journal-title":"The Lancet"},{"key":"10.1016\/j.aucc.2011.07.004_bib0190","doi-asserted-by":"crossref","first-page":"1358","DOI":"10.1001\/jama.291.11.1358","article-title":"Comprehensive discharge planning with postdischarge support for older patients with congestive heart failure: a meta-analysis","volume":"291","author":"Phillips","year":"2004","journal-title":"J Am Med Assoc"},{"key":"10.1016\/j.aucc.2011.07.004_bib0195","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/S0735-1097(01)01699-0","article-title":"Randomized trial of an education and support intervention to prevent readmission of patients with heart failure","volume":"39","author":"Krumholz","year":"2002","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0200","doi-asserted-by":"crossref","first-page":"78","DOI":"10.5694\/j.1326-5377.2004.tb06178.x","article-title":"Barriers to diagnosing and managing heart failure in primary care","volume":"181","author":"Phillips","year":"2004","journal-title":"Med J Aust"},{"key":"10.1016\/j.aucc.2011.07.004_bib0205","doi-asserted-by":"crossref","first-page":"1653","DOI":"10.1093\/eurheartj\/ehi251","article-title":"Adherence to guidelines is a predictor of outcome in chronic heart failure: the MAHLER survey","volume":"26","author":"Komajda","year":"2005","journal-title":"Eur Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0210","doi-asserted-by":"crossref","first-page":"1440","DOI":"10.1093\/eurheartj\/ehl012","article-title":"The impact of new onset anaemia on morbidity and mortality in chronic heart failure: results from COMET","volume":"27","author":"Komajda","year":"2006","journal-title":"Eur Heart J"},{"key":"10.1016\/j.aucc.2011.07.004_bib0215","doi-asserted-by":"crossref","first-page":"1998","DOI":"10.1001\/archinte.167.18.1998","article-title":"Characterization and prognostic value of persistent hyponatremia in patients with severe heart failure in the ESCAPE trial","volume":"167","author":"Gheorghiade","year":"2007","journal-title":"Arch Intern Med"},{"key":"10.1016\/j.aucc.2011.07.004_bib0220","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1016\/S0735-1097(03)00947-1","article-title":"Noncardiac comorbidity increases preventable hospitalizations and mortality among Medicare beneficiaries with chronic heart failure","volume":"42","author":"Braunstein","year":"2003","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.aucc.2011.07.004_bib0225","doi-asserted-by":"crossref","first-page":"1441","DOI":"10.1056\/NEJM197112232852601","article-title":"The natural history of congestive heart failure: the Framingham study","volume":"285","author":"McKee","year":"1971","journal-title":"N Engl J Med"},{"key":"10.1016\/j.aucc.2011.07.004_bib0230","series-title":"Adherence to long-term therapies: evidence for action","author":"World Health Organization","year":"2003"},{"key":"10.1016\/j.aucc.2011.07.004_bib0235","doi-asserted-by":"crossref","first-page":"1157","DOI":"10.1592\/phco.26.8.1157","article-title":"Drug copayment and adherence in chronic heart failure: effect on cost and outcomes","volume":"26","author":"Cole","year":"2006","journal-title":"Pharmacotherapy"},{"key":"10.1016\/j.aucc.2011.07.004_bib0240","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1097\/MLR.0b013e31803d3b41","article-title":"Using automated clinical data for risk adjustment: development and validation of six disease-specific mortality predictive models for pay-for-performance","volume":"45","author":"Tabak","year":"2007","journal-title":"Med Care"}],"container-title":["Australian Critical Care"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1036731411001330?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1036731411001330?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T18:28:44Z","timestamp":1760898524000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1036731411001330"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,2]]},"references-count":48,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,2]]}},"alternative-id":["S1036731411001330"],"URL":"https:\/\/doi.org\/10.1016\/j.aucc.2011.07.004","relation":{},"ISSN":["1036-7314"],"issn-type":[{"value":"1036-7314","type":"print"}],"subject":[],"published":{"date-parts":[[2012,2]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"What are the factors in risk prediction models for rehospitalisation for adults with chronic heart failure?","name":"articletitle","label":"Article Title"},{"value":"Australian Critical Care","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.aucc.2011.07.004","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2011 Published by Elsevier Australia (a division of Reed International Books Australia Pty Ltd.","name":"copyright","label":"Copyright"}]}}