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Methods for estimating the cost of treat‐and‐release emergency department visits
Objective To evaluate and compare approaches to estimating the service delivery cost of emergency department (ED) visits from total charge data only. Data Sources The 2013–2017 Healthcare Cost and Utilization Project's (HCUP) State Emergency Department Databases (SEDD) and the Centers for Medic...
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Published in: | Health services research 2021-10, Vol.56 (5), p.953-961 |
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creator | Pickens, Gary T. Moore, Brian Smith, Mark W. McDermott, Kimberly W. Mummert, Amanda Karaca, Zeynal |
description | Objective
To evaluate and compare approaches to estimating the service delivery cost of emergency department (ED) visits from total charge data only.
Data Sources
The 2013–2017 Healthcare Cost and Utilization Project's (HCUP) State Emergency Department Databases (SEDD) and the Centers for Medicare and Medicaid Services Healthcare Cost Report Information System (HCRIS) public use files.
Study Design
Compare a baseline approach (requiring cost‐center‐level charge detail) and four alternative methods (relying on total charges only) for estimating ED visit costs. Estimation errors are calculated after applying each method to a sample of ED visits, treating estimates from the baseline approach as the “true” cost. Performance metrics are calculated at the visit and hospital levels.
Data Collection/Extraction Methods
The charges, revenue center codes, and patient/hospital characteristics were extracted from the SEDD. Detailed costs and charges were extracted from HCRIS public use files.
Principal Findings
Baseline (“true”) ED visit costs increased from $383 to $420 per visit between 2013 and 2017. Three methods performed comparatively well estimating mean cost per visit. The method using an overall cost‐to‐charge ratio (CCR) for all ancillary cost centers without regression adjustment (ANC‐CCR) performed the worst, overestimating “true” costs by $63–$113 per visit. The other three methods, which used CCRs computed from selected cost centers, exhibited much smaller bias, with two of the methods yielding estimates within $2 of the “true” cost in 2017. Compared with ANC‐CCR, the other three methods had more compact estimation error distributions. The estimated mean visit costs from all four methods have relatively small statistical variance, with 95% confidence intervals for mean cost in a hospital with 25,000 ED visits ranging between $4 and $7.
Conclusions
When cost‐center‐level charge detail for ED visits is unavailable, alternative methods relying on total ED charges can estimate ED service costs for patient and hospital segments. |
doi_str_mv | 10.1111/1475-6773.13709 |
format | article |
fullrecord | <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8522566</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A687466418</galeid><sourcerecordid>A687466418</sourcerecordid><originalsourceid>FETCH-LOGICAL-c7139-4af7896794f5e82cfbbe0c4d9c3dffab4c850f733e4481f9dc3bcf6833c6cb9c3</originalsourceid><addsrcrecordid>eNqFkt-K1DAUxoso7rh67Z0UBFGws2mTNumNsAzrrjCyoOt1SNOTNkvbjEm6Onc-gs_ok5hxxnEqg6aQQPI7X8-fL4qepmiehnWWEponBaV4nmKKynvRbH9zP5ohlNKkTDNyEj1y7hYhxDAjD6MTTHCOclbOopv34FtTu1gZG4PzuhdeD03sW4ilcT42KvYWhP_x7bsY6rBb6EA4iKEH28Ag13ENK2F9D4OP77TT3j2OHijROXiyO0-jT28vbhZXyfL68t3ifJlImuIyIUJRVha0JCoHlklVVYAkqUuJa6VERSTLkaIYAyEsVWUtcSVVwTCWhawCdRq92equxqqHWoYMrOj4yoYq7Jobofn0ZdAtb8wdZ3mW5UURBF7uBKz5PIbyea-dhK4TA5jR8SzPGckJwRv0-V_orRntEMoLFMtoaHNe_qEa0QHXgzLhv3Ijys8LRklRkJQFKjlChWZCSNIMoHS4nvDzI3z4aui1PBrwahIQGA9ffSNG5zi7XP4rmR0rTddBAzwMbHE95V8c8C2IzrfOdKPXZnBT8PUBWI1OD-DC5nTTerfNZYKfbXFpjXMW1H6OKeIbs_ONtfnG2vyX2UPEs8Px7_nf7g5AsQW-hP6s_6fHry4-ftgq_wQk_Aia</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2582791259</pqid></control><display><type>article</type><title>Methods for estimating the cost of treat‐and‐release emergency department visits</title><source>Applied Social Sciences Index & Abstracts (ASSIA)</source><source>Wiley-Blackwell Read & Publish Collection</source><source>PubMed Central</source><creator>Pickens, Gary T. ; Moore, Brian ; Smith, Mark W. ; McDermott, Kimberly W. ; Mummert, Amanda ; Karaca, Zeynal</creator><creatorcontrib>Pickens, Gary T. ; Moore, Brian ; Smith, Mark W. ; McDermott, Kimberly W. ; Mummert, Amanda ; Karaca, Zeynal</creatorcontrib><description>Objective
To evaluate and compare approaches to estimating the service delivery cost of emergency department (ED) visits from total charge data only.
Data Sources
The 2013–2017 Healthcare Cost and Utilization Project's (HCUP) State Emergency Department Databases (SEDD) and the Centers for Medicare and Medicaid Services Healthcare Cost Report Information System (HCRIS) public use files.
Study Design
Compare a baseline approach (requiring cost‐center‐level charge detail) and four alternative methods (relying on total charges only) for estimating ED visit costs. Estimation errors are calculated after applying each method to a sample of ED visits, treating estimates from the baseline approach as the “true” cost. Performance metrics are calculated at the visit and hospital levels.
Data Collection/Extraction Methods
The charges, revenue center codes, and patient/hospital characteristics were extracted from the SEDD. Detailed costs and charges were extracted from HCRIS public use files.
Principal Findings
Baseline (“true”) ED visit costs increased from $383 to $420 per visit between 2013 and 2017. Three methods performed comparatively well estimating mean cost per visit. The method using an overall cost‐to‐charge ratio (CCR) for all ancillary cost centers without regression adjustment (ANC‐CCR) performed the worst, overestimating “true” costs by $63–$113 per visit. The other three methods, which used CCRs computed from selected cost centers, exhibited much smaller bias, with two of the methods yielding estimates within $2 of the “true” cost in 2017. Compared with ANC‐CCR, the other three methods had more compact estimation error distributions. The estimated mean visit costs from all four methods have relatively small statistical variance, with 95% confidence intervals for mean cost in a hospital with 25,000 ED visits ranging between $4 and $7.
Conclusions
When cost‐center‐level charge detail for ED visits is unavailable, alternative methods relying on total ED charges can estimate ED service costs for patient and hospital segments.</description><identifier>ISSN: 0017-9124</identifier><identifier>EISSN: 1475-6773</identifier><identifier>DOI: 10.1111/1475-6773.13709</identifier><identifier>PMID: 34350589</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Publishing Ltd</publisher><subject>Centers for Medicare and Medicaid Services, U.S ; Confidence intervals ; Costs ; costs and cost analysis ; Data collection ; direct service costs ; Emergency medical care ; Emergency medical services ; Emergency service ; Emergency Service, Hospital - economics ; Emergency services ; Estimates ; Estimation ; Evaluation ; Extraction ; fees and charges ; Government programs ; Health care ; Health care costs ; Health care expenditures ; Health services utilization ; hospital charges ; Hospital Charges - statistics & numerical data ; hospital costs ; Hospital Costs - statistics & numerical data ; Hospital emergency services ; Hospitalization ; Hospitals ; Humans ; Mathematical analysis ; Mean ; Medicaid ; Medical care, Cost of ; Medicare ; Methods ; Methods Corner ; Models, Economic ; Patients ; Performance measurement ; Public use ; Research Design ; Statistical analysis ; Statistical methods ; United States ; Visits</subject><ispartof>Health services research, 2021-10, Vol.56 (5), p.953-961</ispartof><rights>2021 Health Research and Educational Trust. This article has been contributed to by US Government employees and their work is in the public domain in the USA</rights><rights>2021 Health Research and Educational Trust. This article has been contributed to by US Government employees and their work is in the public domain in the USA.</rights><rights>COPYRIGHT 2021 Health Research and Educational Trust</rights><rights>2021 Health Research and Educational Trust</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c7139-4af7896794f5e82cfbbe0c4d9c3dffab4c850f733e4481f9dc3bcf6833c6cb9c3</citedby><cites>FETCH-LOGICAL-c7139-4af7896794f5e82cfbbe0c4d9c3dffab4c850f733e4481f9dc3bcf6833c6cb9c3</cites><orcidid>0000-0003-4689-185X ; 0000-0001-7744-4476</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8522566/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8522566/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,30998,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34350589$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pickens, Gary T.</creatorcontrib><creatorcontrib>Moore, Brian</creatorcontrib><creatorcontrib>Smith, Mark W.</creatorcontrib><creatorcontrib>McDermott, Kimberly W.</creatorcontrib><creatorcontrib>Mummert, Amanda</creatorcontrib><creatorcontrib>Karaca, Zeynal</creatorcontrib><title>Methods for estimating the cost of treat‐and‐release emergency department visits</title><title>Health services research</title><addtitle>Health Serv Res</addtitle><description>Objective
To evaluate and compare approaches to estimating the service delivery cost of emergency department (ED) visits from total charge data only.
Data Sources
The 2013–2017 Healthcare Cost and Utilization Project's (HCUP) State Emergency Department Databases (SEDD) and the Centers for Medicare and Medicaid Services Healthcare Cost Report Information System (HCRIS) public use files.
Study Design
Compare a baseline approach (requiring cost‐center‐level charge detail) and four alternative methods (relying on total charges only) for estimating ED visit costs. Estimation errors are calculated after applying each method to a sample of ED visits, treating estimates from the baseline approach as the “true” cost. Performance metrics are calculated at the visit and hospital levels.
Data Collection/Extraction Methods
The charges, revenue center codes, and patient/hospital characteristics were extracted from the SEDD. Detailed costs and charges were extracted from HCRIS public use files.
Principal Findings
Baseline (“true”) ED visit costs increased from $383 to $420 per visit between 2013 and 2017. Three methods performed comparatively well estimating mean cost per visit. The method using an overall cost‐to‐charge ratio (CCR) for all ancillary cost centers without regression adjustment (ANC‐CCR) performed the worst, overestimating “true” costs by $63–$113 per visit. The other three methods, which used CCRs computed from selected cost centers, exhibited much smaller bias, with two of the methods yielding estimates within $2 of the “true” cost in 2017. Compared with ANC‐CCR, the other three methods had more compact estimation error distributions. The estimated mean visit costs from all four methods have relatively small statistical variance, with 95% confidence intervals for mean cost in a hospital with 25,000 ED visits ranging between $4 and $7.
Conclusions
When cost‐center‐level charge detail for ED visits is unavailable, alternative methods relying on total ED charges can estimate ED service costs for patient and hospital segments.</description><subject>Centers for Medicare and Medicaid Services, U.S</subject><subject>Confidence intervals</subject><subject>Costs</subject><subject>costs and cost analysis</subject><subject>Data collection</subject><subject>direct service costs</subject><subject>Emergency medical care</subject><subject>Emergency medical services</subject><subject>Emergency service</subject><subject>Emergency Service, Hospital - economics</subject><subject>Emergency services</subject><subject>Estimates</subject><subject>Estimation</subject><subject>Evaluation</subject><subject>Extraction</subject><subject>fees and charges</subject><subject>Government programs</subject><subject>Health care</subject><subject>Health care costs</subject><subject>Health care expenditures</subject><subject>Health services utilization</subject><subject>hospital charges</subject><subject>Hospital Charges - statistics & numerical data</subject><subject>hospital costs</subject><subject>Hospital Costs - statistics & numerical data</subject><subject>Hospital emergency services</subject><subject>Hospitalization</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Mathematical analysis</subject><subject>Mean</subject><subject>Medicaid</subject><subject>Medical care, Cost of</subject><subject>Medicare</subject><subject>Methods</subject><subject>Methods Corner</subject><subject>Models, Economic</subject><subject>Patients</subject><subject>Performance measurement</subject><subject>Public use</subject><subject>Research Design</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>United States</subject><subject>Visits</subject><issn>0017-9124</issn><issn>1475-6773</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><recordid>eNqFkt-K1DAUxoso7rh67Z0UBFGws2mTNumNsAzrrjCyoOt1SNOTNkvbjEm6Onc-gs_ok5hxxnEqg6aQQPI7X8-fL4qepmiehnWWEponBaV4nmKKynvRbH9zP5ohlNKkTDNyEj1y7hYhxDAjD6MTTHCOclbOopv34FtTu1gZG4PzuhdeD03sW4ilcT42KvYWhP_x7bsY6rBb6EA4iKEH28Ag13ENK2F9D4OP77TT3j2OHijROXiyO0-jT28vbhZXyfL68t3ifJlImuIyIUJRVha0JCoHlklVVYAkqUuJa6VERSTLkaIYAyEsVWUtcSVVwTCWhawCdRq92equxqqHWoYMrOj4yoYq7Jobofn0ZdAtb8wdZ3mW5UURBF7uBKz5PIbyea-dhK4TA5jR8SzPGckJwRv0-V_orRntEMoLFMtoaHNe_qEa0QHXgzLhv3Ijys8LRklRkJQFKjlChWZCSNIMoHS4nvDzI3z4aui1PBrwahIQGA9ffSNG5zi7XP4rmR0rTddBAzwMbHE95V8c8C2IzrfOdKPXZnBT8PUBWI1OD-DC5nTTerfNZYKfbXFpjXMW1H6OKeIbs_ONtfnG2vyX2UPEs8Px7_nf7g5AsQW-hP6s_6fHry4-ftgq_wQk_Aia</recordid><startdate>202110</startdate><enddate>202110</enddate><creator>Pickens, Gary T.</creator><creator>Moore, Brian</creator><creator>Smith, Mark W.</creator><creator>McDermott, Kimberly W.</creator><creator>Mummert, Amanda</creator><creator>Karaca, Zeynal</creator><general>Blackwell Publishing Ltd</general><general>Health Research and Educational Trust</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>N95</scope><scope>XI7</scope><scope>8GL</scope><scope>7QJ</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4689-185X</orcidid><orcidid>https://orcid.org/0000-0001-7744-4476</orcidid></search><sort><creationdate>202110</creationdate><title>Methods for estimating the cost of treat‐and‐release emergency department visits</title><author>Pickens, Gary T. ; Moore, Brian ; Smith, Mark W. ; McDermott, Kimberly W. ; Mummert, Amanda ; Karaca, Zeynal</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c7139-4af7896794f5e82cfbbe0c4d9c3dffab4c850f733e4481f9dc3bcf6833c6cb9c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Centers for Medicare and Medicaid Services, U.S</topic><topic>Confidence intervals</topic><topic>Costs</topic><topic>costs and cost analysis</topic><topic>Data collection</topic><topic>direct service costs</topic><topic>Emergency medical care</topic><topic>Emergency medical services</topic><topic>Emergency service</topic><topic>Emergency Service, Hospital - economics</topic><topic>Emergency services</topic><topic>Estimates</topic><topic>Estimation</topic><topic>Evaluation</topic><topic>Extraction</topic><topic>fees and charges</topic><topic>Government programs</topic><topic>Health care</topic><topic>Health care costs</topic><topic>Health care expenditures</topic><topic>Health services utilization</topic><topic>hospital charges</topic><topic>Hospital Charges - statistics & numerical data</topic><topic>hospital costs</topic><topic>Hospital Costs - statistics & numerical data</topic><topic>Hospital emergency services</topic><topic>Hospitalization</topic><topic>Hospitals</topic><topic>Humans</topic><topic>Mathematical analysis</topic><topic>Mean</topic><topic>Medicaid</topic><topic>Medical care, Cost of</topic><topic>Medicare</topic><topic>Methods</topic><topic>Methods Corner</topic><topic>Models, Economic</topic><topic>Patients</topic><topic>Performance measurement</topic><topic>Public use</topic><topic>Research Design</topic><topic>Statistical analysis</topic><topic>Statistical methods</topic><topic>United States</topic><topic>Visits</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pickens, Gary T.</creatorcontrib><creatorcontrib>Moore, Brian</creatorcontrib><creatorcontrib>Smith, Mark W.</creatorcontrib><creatorcontrib>McDermott, Kimberly W.</creatorcontrib><creatorcontrib>Mummert, Amanda</creatorcontrib><creatorcontrib>Karaca, Zeynal</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale Business: Insights</collection><collection>Business Insights: Essentials</collection><collection>Gale In Context: High School</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Health services research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pickens, Gary T.</au><au>Moore, Brian</au><au>Smith, Mark W.</au><au>McDermott, Kimberly W.</au><au>Mummert, Amanda</au><au>Karaca, Zeynal</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Methods for estimating the cost of treat‐and‐release emergency department visits</atitle><jtitle>Health services research</jtitle><addtitle>Health Serv Res</addtitle><date>2021-10</date><risdate>2021</risdate><volume>56</volume><issue>5</issue><spage>953</spage><epage>961</epage><pages>953-961</pages><issn>0017-9124</issn><eissn>1475-6773</eissn><abstract>Objective
To evaluate and compare approaches to estimating the service delivery cost of emergency department (ED) visits from total charge data only.
Data Sources
The 2013–2017 Healthcare Cost and Utilization Project's (HCUP) State Emergency Department Databases (SEDD) and the Centers for Medicare and Medicaid Services Healthcare Cost Report Information System (HCRIS) public use files.
Study Design
Compare a baseline approach (requiring cost‐center‐level charge detail) and four alternative methods (relying on total charges only) for estimating ED visit costs. Estimation errors are calculated after applying each method to a sample of ED visits, treating estimates from the baseline approach as the “true” cost. Performance metrics are calculated at the visit and hospital levels.
Data Collection/Extraction Methods
The charges, revenue center codes, and patient/hospital characteristics were extracted from the SEDD. Detailed costs and charges were extracted from HCRIS public use files.
Principal Findings
Baseline (“true”) ED visit costs increased from $383 to $420 per visit between 2013 and 2017. Three methods performed comparatively well estimating mean cost per visit. The method using an overall cost‐to‐charge ratio (CCR) for all ancillary cost centers without regression adjustment (ANC‐CCR) performed the worst, overestimating “true” costs by $63–$113 per visit. The other three methods, which used CCRs computed from selected cost centers, exhibited much smaller bias, with two of the methods yielding estimates within $2 of the “true” cost in 2017. Compared with ANC‐CCR, the other three methods had more compact estimation error distributions. The estimated mean visit costs from all four methods have relatively small statistical variance, with 95% confidence intervals for mean cost in a hospital with 25,000 ED visits ranging between $4 and $7.
Conclusions
When cost‐center‐level charge detail for ED visits is unavailable, alternative methods relying on total ED charges can estimate ED service costs for patient and hospital segments.</abstract><cop>Oxford, UK</cop><pub>Blackwell Publishing Ltd</pub><pmid>34350589</pmid><doi>10.1111/1475-6773.13709</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-4689-185X</orcidid><orcidid>https://orcid.org/0000-0001-7744-4476</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Centers for Medicare and Medicaid Services, U.S Confidence intervals Costs costs and cost analysis Data collection direct service costs Emergency medical care Emergency medical services Emergency service Emergency Service, Hospital - economics Emergency services Estimates Estimation Evaluation Extraction fees and charges Government programs Health care Health care costs Health care expenditures Health services utilization hospital charges Hospital Charges - statistics & numerical data hospital costs Hospital Costs - statistics & numerical data Hospital emergency services Hospitalization Hospitals Humans Mathematical analysis Mean Medicaid Medical care, Cost of Medicare Methods Methods Corner Models, Economic Patients Performance measurement Public use Research Design Statistical analysis Statistical methods United States Visits |
title | Methods for estimating the cost of treat‐and‐release emergency department visits |
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