TY - JOUR AU - Zhou, H. AU - Della, P. R. AU - Roberts, P. AU - Goh, L. AU - Dhaliwal, S. S. PY - 2016 DA - 2016// TI - Utility of models to predict 28-day or 30-day unplanned hospital readmissions: an updated systematic review JO - BMJ Open VL - 6 UR - https://doi.org/10.1136/bmjopen-2016-011060 DO - 10.1136/bmjopen-2016-011060 ID - Zhou2016 ER - TY - JOUR AU - Joynt, K. E. AU - Jha, A. K. PY - 2013 DA - 2013// TI - A path forward on Medicare readmissions JO - N Engl J Med VL - 368 UR - https://doi.org/10.1056/NEJMp1300122 DO - 10.1056/NEJMp1300122 ID - Joynt2013 ER - TY - STD TI - Refining the hospital readmissions reduction program. Report to the Congress: Medicare and the Health Care Delivery System. ch. 2013;4:91–114. Medicare Payment Advisory Commission. Washington, D.C., United States of America. http://www.medpac.gov/docs/default-source/reports/jun13_ch04.pdf. UR - http://www.medpac.gov/docs/default-source/reports/jun13_ch04.pdf ID - ref3 ER - TY - STD TI - Spotlight on measurement: return to acute care following hospitalisation. Spotlight on readmissions. Sydney, NSW: BHI. July 2009 – June 2012. ID - ref4 ER - TY - JOUR AU - Joynt, K. E. AU - Jha, A. K. PY - 2012 DA - 2012// TI - Thirty-day readmissions — truth and consequences JO - N Engl J Med VL - 366 UR - https://doi.org/10.1056/NEJMp1201598 DO - 10.1056/NEJMp1201598 ID - Joynt2012 ER - TY - STD TI - ​Blunt I, Bardsley M, Grove A, Clarke, A. Classifying emergency 30-day readmissions in England using routine hospital data 2004–2010: what is the scope for reduction?. Emerg Med J. 2015;32(1):44–50. Published online 2014 Mar 25. doi:https://doi.org/10.1136/emermed-2013-202531. ID - ref6 ER - TY - STD TI - Canadian Institute for Health Information, All-Cause Readmission to Acute Care and Return to the Emergency Department (Ottawa, Ont.: CIHI, 2012). ID - ref7 ER - TY - STD TI - Silverstein MD, Qin H, Mercer SQ, Fong J, Haydar Z, editors. Risk factors for 30-day hospital readmission in patients? 65 years of age. Baylor University Medical Center Proceedings; 2008: Baylor University Medical Center. ID - ref8 ER - TY - JOUR AU - Kansagara, D. AU - Englander, H. AU - Salanitro, A. AU - Kagen, D. AU - Theobald, C. AU - Freeman, M. PY - 2011 DA - 2011// TI - Risk prediction models for hospital readmission: a systematic review JO - JAMA VL - 306 UR - https://doi.org/10.1001/jama.2011.1515 DO - 10.1001/jama.2011.1515 ID - Kansagara2011 ER - TY - JOUR AU - García-Pérez, L. AU - Linertová, R. AU - Lorenzo-Riera, A. AU - Vázquez-Díaz, J. AU - Duque-González, B. AU - Sarría-Santamera, A. PY - 2011 DA - 2011// TI - Risk factors for hospital readmissions in elderly patients: a systematic review JO - QJM VL - 104 UR - https://doi.org/10.1093/qjmed/hcr070 DO - 10.1093/qjmed/hcr070 ID - García-Pérez2011 ER - TY - BOOK AU - Nolte, E. AU - Roland, M. O. AU - Guthrie, S. AU - Brereton, L. AU - Europe, R. PY - 2010 DA - 2010// TI - Preventing emergency readmissions to hospital: a scoping review ID - Nolte2010 ER - TY - JOUR AU - Hoyer, E. H. AU - Needham, D. M. AU - Miller, J. AU - Deutschendorf, A. AU - Friedman, M. AU - Brotman, D. J. PY - 2013 DA - 2013// TI - Functional status impairment is associated with unplanned readmissions JO - Arch Phys Med Rehabil VL - 94 UR - https://doi.org/10.1016/j.apmr.2013.05.028 DO - 10.1016/j.apmr.2013.05.028 ID - Hoyer2013 ER - TY - JOUR AU - Shulan, M. AU - Gao, K. AU - Moore, C. D. PY - 2013 DA - 2013// TI - Predicting 30-day all-cause hospital readmissions JO - Health Care Manag Sci VL - 16 UR - https://doi.org/10.1007/s10729-013-9220-8 DO - 10.1007/s10729-013-9220-8 ID - Shulan2013 ER - TY - JOUR AU - Hu, J. AU - Gonsahn, M. D. AU - Nerenz, D. R. PY - 2014 DA - 2014// TI - Socioeconomic status and readmissions: evidence from an urban teaching hospital JO - Health Aff VL - 33 UR - https://doi.org/10.1377/hlthaff.2013.0816 DO - 10.1377/hlthaff.2013.0816 ID - Hu2014 ER - TY - JOUR AU - Glance, L. G. AU - Kellermann, A. L. AU - Osler, T. M. AU - Li, Y. AU - Mukamel, D. B. AU - Lustik, S. J. PY - 2014 DA - 2014// TI - Hospital readmission after noncardiac surgery: the role of major complications JO - JAMA Surg VL - 149 UR - https://doi.org/10.1001/jamasurg.2014.4 DO - 10.1001/jamasurg.2014.4 ID - Glance2014 ER - TY - JOUR AU - Leppin, A. L. AU - Gionfriddo, M. R. AU - Kessler, M. AU - Brito, J. P. AU - Mair, F. S. AU - Gallacher, K. PY - 2014 DA - 2014// TI - Preventing 30-day hospital readmissions: a systematic review and meta-analysis of randomized trials JO - JAMA Intern Med VL - 174 UR - https://doi.org/10.1001/jamainternmed.2014.1608 DO - 10.1001/jamainternmed.2014.1608 ID - Leppin2014 ER - TY - JOUR AU - Bradley, E. H. AU - Sipsma, H. AU - Horwitz, L. I. AU - Curry, L. AU - Krumholz, H. M. PY - 2014 DA - 2014// TI - Contemporary data about hospital strategies to reduce unplanned readmissions: what has changed? JO - JAMA Intern Med VL - 174 UR - https://doi.org/10.1001/jamainternmed.2013.11574 DO - 10.1001/jamainternmed.2013.11574 ID - Bradley2014 ER - TY - JOUR AU - van Walraven, C. AU - Jennings, A. AU - Taljaard, M. AU - Dhalla, I. AU - English, S. AU - Mulpuru, S. PY - 2011 DA - 2011// TI - Incidence of potentially avoidable urgent readmissions and their relation to all-cause urgent readmissions JO - Can Med Assoc J VL - 183 UR - https://doi.org/10.1503/cmaj.110400 DO - 10.1503/cmaj.110400 ID - van Walraven2011 ER - TY - STD TI - Healthwatch. Healthwatch England Special Inquiry: Safely home. http://www.healthwatch.co.uk. 2015. UR - http://www.healthwatch.co.uk ID - ref19 ER - TY - JOUR AU - van Walraven, C. AU - Dhalla, I. A. AU - Bell, C. AU - Etchells, E. AU - Stiell, I. G. AU - Zarnke, K. PY - 2010 DA - 2010// TI - Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community JO - Can Med Assoc J VL - 182 UR - https://doi.org/10.1503/cmaj.091117 DO - 10.1503/cmaj.091117 ID - van Walraven2010 ER - TY - JOUR AU - van Walraven, C. AU - Wong, J. AU - Forster, A. PY - 2012 DA - 2012// TI - LACE+ index: extension of a validated index to predict early death or urgent readmission after hospital discharge using administrative data JO - Open Med VL - 6 ID - van Walraven2012 ER - TY - JOUR AU - Bradley, E. AU - Yakusheva, O. AU - Horwitz, L. I. AU - Sipsma, H. AU - Fletcher, J. PY - 2013 DA - 2013// TI - Identifying patients at increased risk for unplanned readmission JO - Med Care VL - 51 UR - https://doi.org/10.1097/MLR.0b013e3182a0f492 DO - 10.1097/MLR.0b013e3182a0f492 ID - Bradley2013 ER - TY - JOUR AU - Donzé, J. AU - Aujesky, D. AU - Williams, D. AU - Schnipper, J. L. PY - 2013 DA - 2013// TI - Potentially avoidable 30-day hospital readmissions in medical patients: derivation and validation of a prediction model JO - JAMA Intern Med VL - 173 UR - https://doi.org/10.1001/jamainternmed.2013.3023 DO - 10.1001/jamainternmed.2013.3023 ID - Donzé2013 ER - TY - JOUR AU - Billings, J. AU - Blunt, I. AU - Steventon, A. AU - Georghiou, T. AU - Lewis, G. AU - Bardsley, M. PY - 2012 DA - 2012// TI - Development of a predictive model to identify inpatients at risk of re-admission within 30 days of discharge (PARR-30) JO - BMJ Open VL - 2 UR - https://doi.org/10.1136/bmjopen-2012-001667 DO - 10.1136/bmjopen-2012-001667 ID - Billings2012 ER - TY - JOUR AU - Shadmi, E. AU - Flaks-Manov, N. AU - Hoshen, M. AU - Goldman, O. AU - Bitterman, H. AU - Balicer, R. D. PY - 2015 DA - 2015// TI - Predicting 30-day readmissions with preadmission electronic health record data JO - Med Care VL - 53 UR - https://doi.org/10.1097/MLR.0000000000000315 DO - 10.1097/MLR.0000000000000315 ID - Shadmi2015 ER - TY - STD TI - Cai X, Perez-Concha O, Coiera E, Martin-Sanchez F, Day R, Roffe D, Gallego B. Real-time prediction of mortality, readmission, and length of stay using electronic health record data. Journal of the American Medical Informatics Association. 2015;23(3):553-61. ID - ref26 ER - TY - JOUR AU - Tabak, Y. P. AU - Sun, X. AU - Nunez, C. M. AU - Johannes, R. S. PY - 2014 DA - 2014// TI - Using electronic health record data to develop inpatient mortality predictive model: acute laboratory risk of mortality score (ALaRMS) JO - J Am Med Inform Assoc VL - 21 UR - https://doi.org/10.1136/amiajnl-2013-001790 DO - 10.1136/amiajnl-2013-001790 ID - Tabak2014 ER - TY - JOUR AU - Nguyen, O. K. AU - Halm, E. A. AU - Makam, A. N. PY - 2016 DA - 2016// TI - Further limitations of the HOSPITAL score in US hospitals JO - JAMA Intern Med VL - 176 UR - https://doi.org/10.1001/jamainternmed.2016.3816 DO - 10.1001/jamainternmed.2016.3816 ID - Nguyen2016 ER - TY - STD TI - Friedman JH. Greedy function approximation: a gradient boosting machine. Annals of statistics. 2015;29(5):1189-1232. ID - ref29 ER - TY - STD TI - Caruana R, Niculescu-Mizil A. An empirical comparison of supervised learning algorithms. Proceeding ICML '06 Proceedings of the 23rd international conference on Machine learning. Pages 161–168 2006. ID - ref30 ER - TY - JOUR AU - Lawrence, G. AU - Dinh, I. AU - Taylor, L. PY - 2008 DA - 2008// TI - The Centre for Health Record Linkage: a new resource for health services research and evaluation JO - Health Info Manag J VL - 37 ID - Lawrence2008 ER - TY - JOUR AU - Elixhauser, A. AU - Steiner, C. AU - Harris, D. R. AU - Coffey, R. M. PY - 1998 DA - 1998// TI - Comorbidity measures for use with administrative data JO - Med Care VL - 36 UR - https://doi.org/10.1097/00005650-199801000-00004 DO - 10.1097/00005650-199801000-00004 ID - Elixhauser1998 ER - TY - STD TI - Chen T, He T. xgboost: eXtreme Gradient Boosting. R package version 04–2. 2015. ID - ref33 ER - TY - JOUR AU - Gruneir, A. AU - Dhalla, I. A. AU - van Walraven, C. AU - Fischer, H. D. AU - Camacho, X. AU - Rochon, P. PY - 2011 DA - 2011// TI - Unplanned readmissions after hospital discharge among patients identified as being at high risk for readmission using a validated predictive algorithm JO - Open Med VL - 5 ID - Gruneir2011 ER - TY - JOUR AU - Swain, M. J. AU - Kharrazi, H. PY - 2015 DA - 2015// TI - Feasibility of 30-day hospital readmission prediction modeling based on health information exchange data JO - Int J Med Inform VL - 84 UR - https://doi.org/10.1016/j.ijmedinf.2015.09.003 DO - 10.1016/j.ijmedinf.2015.09.003 ID - Swain2015 ER - TY - JOUR AU - Saunders, N. D. AU - Nichols, S. D. AU - Antiporda, M. A. AU - Johnson, K. AU - Walker, K. AU - Nilsson, R. PY - 2015 DA - 2015// TI - Examination of unplanned 30-day readmissions to a comprehensive cancer hospital JO - J Oncol Pract VL - 11 UR - https://doi.org/10.1200/JOP.2014.001546 DO - 10.1200/JOP.2014.001546 ID - Saunders2015 ER - TY - JOUR AU - Manzano, J. -. G. M. AU - Gadiraju, S. AU - Hiremath, A. AU - Lin, H. Y. AU - Farroni, J. AU - Halm, J. PY - 2015 DA - 2015// TI - Unplanned 30-day readmissions in a general internal medicine hospitalist Service at a Comprehensive Cancer Center JO - J Oncol Pract VL - 11 UR - https://doi.org/10.1200/JOP.2014.003087 DO - 10.1200/JOP.2014.003087 ID - Manzano2015 ER - TY - JOUR AU - Ji, H. AU - Abushomar, H. AU - Chen, X. AU - Qian, C. AU - Gerson, D. PY - 2011 DA - 2011// TI - All-cause readmission to acute care for cancer patients JO - Healthc Q (Toronto, Ont) VL - 15 UR - https://doi.org/10.12927/hcq.2013.23044 DO - 10.12927/hcq.2013.23044 ID - Ji2011 ER - TY - STD TI - Perez-Concha O, Gallego B, Hillman K, Delaney GP, Coiera E. Do variations in hospital mortality patterns after weekend admission reflect reduced quality of care or different patient cohorts? A population-based study. BMJ Qual Saf. 2014;23(3):215–22. ID - ref39 ER - TY - JOUR AU - Halfon, P. AU - Eggli, Y. AU - Prêtre-Rohrbach, I. AU - Meylan, D. AU - Marazzi, A. AU - Burnand, B. PY - 2006 DA - 2006// TI - Validation of the potentially avoidable hospital readmission rate as a routine indicator of the quality of hospital care JO - Med Care VL - 44 UR - https://doi.org/10.1097/01.mlr.0000228002.43688.c2 DO - 10.1097/01.mlr.0000228002.43688.c2 ID - Halfon2006 ER - TY - JOUR AU - Halfon, P. AU - Eggli, Y. AU - van Melle, G. AU - Chevalier, J. AU - Wasserfallen, J. -. B. AU - Burnand, B. PY - 2002 DA - 2002// TI - Measuring potentially avoidable hospital readmissions JO - J Clin Epidemiol VL - 55 UR - https://doi.org/10.1016/S0895-4356(01)00521-2 DO - 10.1016/S0895-4356(01)00521-2 ID - Halfon2002 ER -