{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,18]],"date-time":"2026-10-18T06:29:41Z","timestamp":1792304981972,"version":"4.4.0"},"reference-count":38,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/wsc.2017.8247899","type":"proceedings-article","created":{"date-parts":[[2018,1,8]],"date-time":"2018-01-08T22:43:13Z","timestamp":1515451393000},"page":"1583-1594","source":"Crossref","is-referenced-by-count":13,"title":["A hybrid approach using forecasting and discrete-event simulation for endoscopy services"],"prefix":"10.1109","author":[{"given":"Alison","family":"Harper","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Navonil","family":"Mustafee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mark","family":"Feeney","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2015.7408280"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s12199-012-0294-6"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/S0016-5107(05)00867-9"},{"key":"ref31","article-title":"Widening Requirements Capture with Soft Methods: An Investigation of Hybrid M&S Studies in Healthcare","author":"powell","year":"2016","journal-title":"Journal of the Operational Research Society"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2008.109"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10729-014-9299-6"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s12062-015-9123-1"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2012.6465136"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.25.w141"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10433-013-0280-x"},{"key":"ref11","first-page":"181","article-title":"Evaluation of Time-Series Models for Forecasting Demand for Emergency Health Care Services","volume":"24","author":"diaz-hierro","year":"2012","journal-title":"Emergencias"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2016.7822192"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1097\/01.SLA.0000081085.98792.3d"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1177\/0037549716662533"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1057\/hs.2012.8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1023\/A:1019767900627"},{"key":"ref17","year":"2016","journal-title":"Numbers of Patients Registered at a GP Practice"},{"key":"ref18","author":"jagger","year":"0","journal-title":"2006 Compression or Expansion of Disability? Forecasting Future Disability Levels Under Changing Patterns of Diseases"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2010.20"},{"key":"ref28","year":"2014","journal-title":"Clinical Commissioning Group Mid-year Population Estimates"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10729-012-9204-0"},{"key":"ref27","year":"2015","journal-title":"Subnational Population Projections Accuracy Report"},{"key":"ref3","author":"brown","year":"2015","journal-title":"Scoping the Future An Evaluation of Endoscopy Capacity Across the NHS in England"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2010.5678942"},{"key":"ref29","year":"2013","journal-title":"Mid-2002 to Mid-2010 Population Estimates for Clinical Commissioning Groups (CCGs) in England by Single Age and Sex Based on the Results of the 2011 Census"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.jors.2602270"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.joca.2014.12.022"},{"key":"ref7","first-page":"54","article-title":"Four Methodologies to Improve Healthcare Demand Forecasting","volume":"55","author":"cote","year":"2001","journal-title":"Healthcare financial Management"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1057\/jos200910"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1057\/hs.2016.1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bjps.2014.10.011"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"574","DOI":"10.5694\/j.1326-5377.2011.tb03107.x","article-title":"The Challenges of Population Ageing: Accelerating Demand for Emergency Ambulance Services by Older Patients, 1995–2015","volume":"194","author":"lowthian","year":"2011","journal-title":"Medical Journal of Australia"},{"key":"ref22","first-page":"2","article-title":"Using Simulation to Forecast the Demand for Hospital Emergency Services at the Regional Level","author":"mielczarek","year":"2012","journal-title":"Proceedings of the 2012 Winter Simulation Conference"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2013.6721613"},{"key":"ref24","article-title":"Suspected Cancer: Recognition and Referral","year":"2015","journal-title":"NICE Guidelines"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2016.7822204"},{"key":"ref26","year":"2016","journal-title":"National Population Projections 2014-based Statistical Bulletin"},{"key":"ref25","year":"2016","journal-title":"Subnational Population Projections Clinical Commissioning Groups in England Z2"}],"event":{"name":"2017 Winter Simulation Conference (WSC)","location":"Las Vegas, NV","start":{"date-parts":[[2017,12,3]]},"end":{"date-parts":[[2017,12,6]]}},"container-title":["2017 Winter Simulation Conference (WSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8232982\/8247314\/08247899.pdf?arnumber=8247899","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T04:13:35Z","timestamp":1570594415000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8247899\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/wsc.2017.8247899","relation":{},"subject":[],"published":{"date-parts":[[2017,12]]}}}