Chemotherapy scheduling template development using an optimization approach
Purpose The purpose of this paper is to develop a chemotherapy scheduling template that accounts for nurse resource availability and patient treatment needs to alleviate the mid-day patient load and provide quality services for patients. Design/methodology/approach Owing to treatment complexity in c...
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Veröffentlicht in: | International journal of health care quality assurance 2019-02, Vol.32 (1), p.59-70 |
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creator | Huang, Yu-Li Bach, Sarah M. Looker, Sherry A. |
description | Purpose
The purpose of this paper is to develop a chemotherapy scheduling template that accounts for nurse resource availability and patient treatment needs to alleviate the mid-day patient load and provide quality services for patients.
Design/methodology/approach
Owing to treatment complexity in chemotherapy administration, nurses are required at the beginning, end and during treatment. When nurses are not available to continue treatment, the service is compromised, and the resource constraint is violated, which leads to inevitable delay that risks service quality. Consequently, an optimization method is used to create a scheduling template that minimizes the violation between resource assignment and treatment requirements, while leveling patient load throughout a day. A case study from a typical clinic day is presented to understand current scheduling issues, describe nursing resource constraints, and develop a constraint-based optimization model and leveling algorithm for the final template.
Findings
The approach is expected to reduce the variation in the system by 24 percent and result in five fewer chemo chairs used during peak hours. Adjusting staffing levels could further reduce resource constraint violations and more savings on chair occupancy. The actual implementation results indicate a 33 percent reduction on resource constraint violations and positive feedback from nursing staff for workload.
Research limitations/implications
Other delays, including laboratory test, physician visit and treatment assignment, are potential research areas.
Originality/value
The study demonstrates significant improvement in mid-day patient load and meeting treatment needs using optimization with a unique objective. |
doi_str_mv | 10.1108/IJHCQA-10-2017-0187 |
format | Article |
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The purpose of this paper is to develop a chemotherapy scheduling template that accounts for nurse resource availability and patient treatment needs to alleviate the mid-day patient load and provide quality services for patients.
Design/methodology/approach
Owing to treatment complexity in chemotherapy administration, nurses are required at the beginning, end and during treatment. When nurses are not available to continue treatment, the service is compromised, and the resource constraint is violated, which leads to inevitable delay that risks service quality. Consequently, an optimization method is used to create a scheduling template that minimizes the violation between resource assignment and treatment requirements, while leveling patient load throughout a day. A case study from a typical clinic day is presented to understand current scheduling issues, describe nursing resource constraints, and develop a constraint-based optimization model and leveling algorithm for the final template.
Findings
The approach is expected to reduce the variation in the system by 24 percent and result in five fewer chemo chairs used during peak hours. Adjusting staffing levels could further reduce resource constraint violations and more savings on chair occupancy. The actual implementation results indicate a 33 percent reduction on resource constraint violations and positive feedback from nursing staff for workload.
Research limitations/implications
Other delays, including laboratory test, physician visit and treatment assignment, are potential research areas.
Originality/value
The study demonstrates significant improvement in mid-day patient load and meeting treatment needs using optimization with a unique objective.</description><identifier>ISSN: 0952-6862</identifier><identifier>EISSN: 1758-6542</identifier><identifier>DOI: 10.1108/IJHCQA-10-2017-0187</identifier><identifier>PMID: 30859880</identifier><language>eng</language><publisher>England: Emerald Publishing Limited</publisher><subject>Algorithms ; Approaches ; Chemotherapy ; Feedback ; Nurses ; Nursing ; Occupancy ; Optimization ; Patient satisfaction ; Quality of care ; Quality of service ; Savings ; Schedules ; Scheduling ; Staffing ; Treatment needs ; Violations ; Workforce planning ; Workloads</subject><ispartof>International journal of health care quality assurance, 2019-02, Vol.32 (1), p.59-70</ispartof><rights>Emerald Publishing Limited</rights><rights>Emerald Publishing Limited 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c376t-5e7c86ae096592b9ca00f5336e6326505f11f954f7b82dcf20a5e430cbb397ab3</citedby><cites>FETCH-LOGICAL-c376t-5e7c86ae096592b9ca00f5336e6326505f11f954f7b82dcf20a5e430cbb397ab3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/IJHCQA-10-2017-0187/full/html$$EHTML$$P50$$Gemerald$$H</linktohtml><link.rule.ids>314,777,781,962,11616,12827,27905,27906,30980,52670</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30859880$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Huang, Yu-Li</creatorcontrib><creatorcontrib>Bach, Sarah M.</creatorcontrib><creatorcontrib>Looker, Sherry A.</creatorcontrib><title>Chemotherapy scheduling template development using an optimization approach</title><title>International journal of health care quality assurance</title><addtitle>Int J Health Care Qual Assur</addtitle><description>Purpose
The purpose of this paper is to develop a chemotherapy scheduling template that accounts for nurse resource availability and patient treatment needs to alleviate the mid-day patient load and provide quality services for patients.
Design/methodology/approach
Owing to treatment complexity in chemotherapy administration, nurses are required at the beginning, end and during treatment. When nurses are not available to continue treatment, the service is compromised, and the resource constraint is violated, which leads to inevitable delay that risks service quality. Consequently, an optimization method is used to create a scheduling template that minimizes the violation between resource assignment and treatment requirements, while leveling patient load throughout a day. A case study from a typical clinic day is presented to understand current scheduling issues, describe nursing resource constraints, and develop a constraint-based optimization model and leveling algorithm for the final template.
Findings
The approach is expected to reduce the variation in the system by 24 percent and result in five fewer chemo chairs used during peak hours. Adjusting staffing levels could further reduce resource constraint violations and more savings on chair occupancy. The actual implementation results indicate a 33 percent reduction on resource constraint violations and positive feedback from nursing staff for workload.
Research limitations/implications
Other delays, including laboratory test, physician visit and treatment assignment, are potential research areas.
Originality/value
The study demonstrates significant improvement in mid-day patient load and meeting treatment needs using optimization with a unique objective.</description><subject>Algorithms</subject><subject>Approaches</subject><subject>Chemotherapy</subject><subject>Feedback</subject><subject>Nurses</subject><subject>Nursing</subject><subject>Occupancy</subject><subject>Optimization</subject><subject>Patient satisfaction</subject><subject>Quality of care</subject><subject>Quality of service</subject><subject>Savings</subject><subject>Schedules</subject><subject>Scheduling</subject><subject>Staffing</subject><subject>Treatment needs</subject><subject>Violations</subject><subject>Workforce planning</subject><subject>Workloads</subject><issn>0952-6862</issn><issn>1758-6542</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp1kU1Lw0AQhhdRbK3-AkECXrxEZ3ezHzmWorYqiKDnsNlMbEq-zCZC_fUmpgoKnoZlnnlneJaQUwqXlIK-Wt0tF09zn4LPgCofqFZ7ZEqV0L4UAdsnUwgF86WWbEKOnNsAAOdCHZIJBy1CrWFK7hdrLKp2jY2pt56za0y6PCtfvRaLOjctegm-Y17VBZat17mhZUqvqtusyD5Mm1WlZ-q6qYxdH5OD1OQOT3Z1Rl5urp8XS__h8Xa1mD_4livZ-gKV1dIghFKELA6tAUgF5xIlZ1KASClNQxGkKtYssSkDIzDgYOOYh8rEfEYuxtx-7VuHro2KzFnMc1Ni1bmI0RACzQOue_T8D7qpuqbsr_uioN-maE_xkbJN5VyDaVQ3WWGabUQhGlxHo-vhObiOBtf91Nkuu4sLTH5mvuX2ABsBLHq9efJP6q8f5J8tbYkb</recordid><startdate>20190211</startdate><enddate>20190211</enddate><creator>Huang, Yu-Li</creator><creator>Bach, Sarah M.</creator><creator>Looker, Sherry A.</creator><general>Emerald Publishing Limited</general><general>Emerald Group Publishing Limited</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>0-V</scope><scope>0U~</scope><scope>1-H</scope><scope>3V.</scope><scope>7QJ</scope><scope>7WY</scope><scope>7WZ</scope><scope>7X7</scope><scope>7XB</scope><scope>8AO</scope><scope>8FI</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>AN0</scope><scope>ASE</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FPQ</scope><scope>FYUFA</scope><scope>F~G</scope><scope>HEHIP</scope><scope>K6X</scope><scope>K6~</scope><scope>L.-</scope><scope>L.0</scope><scope>M0C</scope><scope>M0T</scope><scope>M1P</scope><scope>M2S</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope></search><sort><creationdate>20190211</creationdate><title>Chemotherapy scheduling template development using an optimization approach</title><author>Huang, Yu-Li ; Bach, Sarah M. ; Looker, Sherry A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c376t-5e7c86ae096592b9ca00f5336e6326505f11f954f7b82dcf20a5e430cbb397ab3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Algorithms</topic><topic>Approaches</topic><topic>Chemotherapy</topic><topic>Feedback</topic><topic>Nurses</topic><topic>Nursing</topic><topic>Occupancy</topic><topic>Optimization</topic><topic>Patient satisfaction</topic><topic>Quality of care</topic><topic>Quality of service</topic><topic>Savings</topic><topic>Schedules</topic><topic>Scheduling</topic><topic>Staffing</topic><topic>Treatment needs</topic><topic>Violations</topic><topic>Workforce planning</topic><topic>Workloads</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Yu-Li</creatorcontrib><creatorcontrib>Bach, Sarah M.</creatorcontrib><creatorcontrib>Looker, Sherry A.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection</collection><collection>Global News & ABI/Inform Professional</collection><collection>Trade PRO</collection><collection>ProQuest Central (Corporate)</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Social Science Premium Collection</collection><collection>British Nursing Database</collection><collection>British Nursing Index</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>British Nursing Index (BNI) (1985 to Present)</collection><collection>Health Research Premium Collection</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>Sociology Collection</collection><collection>British Nursing Index</collection><collection>ProQuest Business Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Professional Standard</collection><collection>ABI/INFORM Global</collection><collection>Healthcare Administration Database</collection><collection>Medical Database</collection><collection>Sociology Database</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>International journal of health care quality assurance</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Yu-Li</au><au>Bach, Sarah M.</au><au>Looker, Sherry A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Chemotherapy scheduling template development using an optimization approach</atitle><jtitle>International journal of health care quality assurance</jtitle><addtitle>Int J Health Care Qual Assur</addtitle><date>2019-02-11</date><risdate>2019</risdate><volume>32</volume><issue>1</issue><spage>59</spage><epage>70</epage><pages>59-70</pages><issn>0952-6862</issn><eissn>1758-6542</eissn><abstract>Purpose
The purpose of this paper is to develop a chemotherapy scheduling template that accounts for nurse resource availability and patient treatment needs to alleviate the mid-day patient load and provide quality services for patients.
Design/methodology/approach
Owing to treatment complexity in chemotherapy administration, nurses are required at the beginning, end and during treatment. When nurses are not available to continue treatment, the service is compromised, and the resource constraint is violated, which leads to inevitable delay that risks service quality. Consequently, an optimization method is used to create a scheduling template that minimizes the violation between resource assignment and treatment requirements, while leveling patient load throughout a day. A case study from a typical clinic day is presented to understand current scheduling issues, describe nursing resource constraints, and develop a constraint-based optimization model and leveling algorithm for the final template.
Findings
The approach is expected to reduce the variation in the system by 24 percent and result in five fewer chemo chairs used during peak hours. Adjusting staffing levels could further reduce resource constraint violations and more savings on chair occupancy. The actual implementation results indicate a 33 percent reduction on resource constraint violations and positive feedback from nursing staff for workload.
Research limitations/implications
Other delays, including laboratory test, physician visit and treatment assignment, are potential research areas.
Originality/value
The study demonstrates significant improvement in mid-day patient load and meeting treatment needs using optimization with a unique objective.</abstract><cop>England</cop><pub>Emerald Publishing Limited</pub><pmid>30859880</pmid><doi>10.1108/IJHCQA-10-2017-0187</doi><tpages>12</tpages></addata></record> |
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source | Applied Social Sciences Index & Abstracts (ASSIA); Emerald Journals |
subjects | Algorithms Approaches Chemotherapy Feedback Nurses Nursing Occupancy Optimization Patient satisfaction Quality of care Quality of service Savings Schedules Scheduling Staffing Treatment needs Violations Workforce planning Workloads |
title | Chemotherapy scheduling template development using an optimization approach |
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