Predictors of inappropriate emergency department utilization following elective thoracolumbar spine surgery
Background: The incidence of spine surgery continues to rise, representing a significant patient population and a material percentage of healthcare expenditure. While spine surgeries yield a high success rate, recent research indicates that a large number of patients visit the emergency department (...
Gespeichert in:
Veröffentlicht in: | Canadian Journal of Surgery 2015-06, Vol.58, p.S53-S53 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | S53 |
---|---|
container_issue | |
container_start_page | S53 |
container_title | Canadian Journal of Surgery |
container_volume | 58 |
creator | Flood, Meghan Abraham, Edward Green, Alana Manson, Neil |
description | Background: The incidence of spine surgery continues to rise, representing a significant patient population and a material percentage of healthcare expenditure. While spine surgeries yield a high success rate, recent research indicates that a large number of patients visit the emergency department (ED) postoperatively. This poses a burden to the patient and the healthcare system alike. This study aimed to identify and predict inappropriate ED visits within 6 months after elective thoracolumbar spine surgery. Methods: We identified 987 consecutive patients receiving surgery from 2008 to 2013. Patients with previous spine surgery, malignancy, worker's compensation or spine-related litigation (n = 388) were excluded. Through regional electronic medical record review, we identified 98 ED visits. Comprehensive chart reviews were then conducted for these visits, and 2 fellowshiptrained orthopedic spine surgeons split patients into groups: those who engaged in an inappropriate surgery-related ED visit (n = 80) and those who did not (n = 519). Eighteen visits were determined to be appropriate and/or unrelated. These patients were included in the 519 "no inappropriate visit" group. Age, body mass index (BMI), SF-36 physican and mental summary scores, Oswestry Disability Index (ODI) scores, Numeric Rating Scale back pain and leg pain scores, Charlson Comorbidity Score, levels of intervention, sex, surgeon, marital status, living arrangement, education, work status, smoking, drug and alcohol use, exercise, primary pathology, primary symptom, surgery type (fusion/nonfusion), approach (open/MIS), perioperative adverse events, and family doctor status (yes/no) were measured. We performed t tests on continuous variables and x2 tests on categorical variables. A logistic regression model was then built based on these results and previous research. Results: During the exploratory phase, BMI (t589 = 2.487, p = 0.01) and marital status (x22 = 8.24, p = 0.02, n = 555) were the only 2 significant predictors of an inappropriate visit. The regression model was not statistically significant (p = 0.54). Upon further investigation, marital status was sex-mediated, with divorced/separated women significantly more likely to engage in an inappropriate visit than single or married/engaged/common-law women (x22 = 9.48, p < 0.01, n = 555); there was no effect for men (p = 0.76). Conclusion: While there were 2 significant factors in this model, the R2 values were very low. This, in combina |
format | Article |
fullrecord | <record><control><sourceid>proquest</sourceid><recordid>TN_cdi_proquest_journals_2654410750</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2654410750</sourcerecordid><originalsourceid>FETCH-proquest_journals_26544107503</originalsourceid><addsrcrecordid>eNqNjbtOAzEQRa0IJJbHP4xEvZLX2QRTIyJKCgq6yGxmwwSvxxmPicLXswUfQHWLc3TuwjRd733rlp29MI211re98-9X5rqUg7XOrf1jY75eBXc0KEsBHoFSyFk4CwVFwAllj2k4ww5zEJ0wKVSlSD9BiROMHCOfKO0BIw5K3wj6yRIGjnX6CAIlU0Iodc7I-dZcjiEWvPvbG3O_eX57emnnx2PFotsDV0kz2rr1qu87-7Cyy_9Zv-R6TL4</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2654410750</pqid></control><display><type>article</type><title>Predictors of inappropriate emergency department utilization following elective thoracolumbar spine surgery</title><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><creator>Flood, Meghan ; Abraham, Edward ; Green, Alana ; Manson, Neil</creator><creatorcontrib>Flood, Meghan ; Abraham, Edward ; Green, Alana ; Manson, Neil</creatorcontrib><description>Background: The incidence of spine surgery continues to rise, representing a significant patient population and a material percentage of healthcare expenditure. While spine surgeries yield a high success rate, recent research indicates that a large number of patients visit the emergency department (ED) postoperatively. This poses a burden to the patient and the healthcare system alike. This study aimed to identify and predict inappropriate ED visits within 6 months after elective thoracolumbar spine surgery. Methods: We identified 987 consecutive patients receiving surgery from 2008 to 2013. Patients with previous spine surgery, malignancy, worker's compensation or spine-related litigation (n = 388) were excluded. Through regional electronic medical record review, we identified 98 ED visits. Comprehensive chart reviews were then conducted for these visits, and 2 fellowshiptrained orthopedic spine surgeons split patients into groups: those who engaged in an inappropriate surgery-related ED visit (n = 80) and those who did not (n = 519). Eighteen visits were determined to be appropriate and/or unrelated. These patients were included in the 519 "no inappropriate visit" group. Age, body mass index (BMI), SF-36 physican and mental summary scores, Oswestry Disability Index (ODI) scores, Numeric Rating Scale back pain and leg pain scores, Charlson Comorbidity Score, levels of intervention, sex, surgeon, marital status, living arrangement, education, work status, smoking, drug and alcohol use, exercise, primary pathology, primary symptom, surgery type (fusion/nonfusion), approach (open/MIS), perioperative adverse events, and family doctor status (yes/no) were measured. We performed t tests on continuous variables and x2 tests on categorical variables. A logistic regression model was then built based on these results and previous research. Results: During the exploratory phase, BMI (t589 = 2.487, p = 0.01) and marital status (x22 = 8.24, p = 0.02, n = 555) were the only 2 significant predictors of an inappropriate visit. The regression model was not statistically significant (p = 0.54). Upon further investigation, marital status was sex-mediated, with divorced/separated women significantly more likely to engage in an inappropriate visit than single or married/engaged/common-law women (x22 = 9.48, p < 0.01, n = 555); there was no effect for men (p = 0.76). Conclusion: While there were 2 significant factors in this model, the R2 values were very low. This, in combination with the high frequency of inappropriate ED visits, indicates that a wide range of patients would benefit from further education surrounding postoperative complications.</description><identifier>ISSN: 0008-428X</identifier><identifier>EISSN: 1488-2310</identifier><language>eng</language><publisher>Ottawa: CMA Impact, Inc</publisher><subject>Back surgery ; Body mass index ; Patients</subject><ispartof>Canadian Journal of Surgery, 2015-06, Vol.58, p.S53-S53</ispartof><rights>Copyright Joule Inc Jun 2015</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784</link.rule.ids></links><search><creatorcontrib>Flood, Meghan</creatorcontrib><creatorcontrib>Abraham, Edward</creatorcontrib><creatorcontrib>Green, Alana</creatorcontrib><creatorcontrib>Manson, Neil</creatorcontrib><title>Predictors of inappropriate emergency department utilization following elective thoracolumbar spine surgery</title><title>Canadian Journal of Surgery</title><description>Background: The incidence of spine surgery continues to rise, representing a significant patient population and a material percentage of healthcare expenditure. While spine surgeries yield a high success rate, recent research indicates that a large number of patients visit the emergency department (ED) postoperatively. This poses a burden to the patient and the healthcare system alike. This study aimed to identify and predict inappropriate ED visits within 6 months after elective thoracolumbar spine surgery. Methods: We identified 987 consecutive patients receiving surgery from 2008 to 2013. Patients with previous spine surgery, malignancy, worker's compensation or spine-related litigation (n = 388) were excluded. Through regional electronic medical record review, we identified 98 ED visits. Comprehensive chart reviews were then conducted for these visits, and 2 fellowshiptrained orthopedic spine surgeons split patients into groups: those who engaged in an inappropriate surgery-related ED visit (n = 80) and those who did not (n = 519). Eighteen visits were determined to be appropriate and/or unrelated. These patients were included in the 519 "no inappropriate visit" group. Age, body mass index (BMI), SF-36 physican and mental summary scores, Oswestry Disability Index (ODI) scores, Numeric Rating Scale back pain and leg pain scores, Charlson Comorbidity Score, levels of intervention, sex, surgeon, marital status, living arrangement, education, work status, smoking, drug and alcohol use, exercise, primary pathology, primary symptom, surgery type (fusion/nonfusion), approach (open/MIS), perioperative adverse events, and family doctor status (yes/no) were measured. We performed t tests on continuous variables and x2 tests on categorical variables. A logistic regression model was then built based on these results and previous research. Results: During the exploratory phase, BMI (t589 = 2.487, p = 0.01) and marital status (x22 = 8.24, p = 0.02, n = 555) were the only 2 significant predictors of an inappropriate visit. The regression model was not statistically significant (p = 0.54). Upon further investigation, marital status was sex-mediated, with divorced/separated women significantly more likely to engage in an inappropriate visit than single or married/engaged/common-law women (x22 = 9.48, p < 0.01, n = 555); there was no effect for men (p = 0.76). Conclusion: While there were 2 significant factors in this model, the R2 values were very low. This, in combination with the high frequency of inappropriate ED visits, indicates that a wide range of patients would benefit from further education surrounding postoperative complications.</description><subject>Back surgery</subject><subject>Body mass index</subject><subject>Patients</subject><issn>0008-428X</issn><issn>1488-2310</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNqNjbtOAzEQRa0IJJbHP4xEvZLX2QRTIyJKCgq6yGxmwwSvxxmPicLXswUfQHWLc3TuwjRd733rlp29MI211re98-9X5rqUg7XOrf1jY75eBXc0KEsBHoFSyFk4CwVFwAllj2k4ww5zEJ0wKVSlSD9BiROMHCOfKO0BIw5K3wj6yRIGjnX6CAIlU0Iodc7I-dZcjiEWvPvbG3O_eX57emnnx2PFotsDV0kz2rr1qu87-7Cyy_9Zv-R6TL4</recordid><startdate>20150601</startdate><enddate>20150601</enddate><creator>Flood, Meghan</creator><creator>Abraham, Edward</creator><creator>Green, Alana</creator><creator>Manson, Neil</creator><general>CMA Impact, Inc</general><scope>3V.</scope><scope>4T-</scope><scope>4U-</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8FQ</scope><scope>8FV</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AN0</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9-</scope><scope>K9.</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>M3G</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope></search><sort><creationdate>20150601</creationdate><title>Predictors of inappropriate emergency department utilization following elective thoracolumbar spine surgery</title><author>Flood, Meghan ; Abraham, Edward ; Green, Alana ; Manson, Neil</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_26544107503</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Back surgery</topic><topic>Body mass index</topic><topic>Patients</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Flood, Meghan</creatorcontrib><creatorcontrib>Abraham, Edward</creatorcontrib><creatorcontrib>Green, Alana</creatorcontrib><creatorcontrib>Manson, Neil</creatorcontrib><collection>ProQuest Central (Corporate)</collection><collection>Docstoc</collection><collection>University Readers</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Canadian Business & Current Affairs Database</collection><collection>Canadian Business & Current Affairs Database (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>British Nursing Database</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>CBCA Reference & Current Events</collection><collection>Nursing & Allied Health Premium</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><jtitle>Canadian Journal of Surgery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Flood, Meghan</au><au>Abraham, Edward</au><au>Green, Alana</au><au>Manson, Neil</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors of inappropriate emergency department utilization following elective thoracolumbar spine surgery</atitle><jtitle>Canadian Journal of Surgery</jtitle><date>2015-06-01</date><risdate>2015</risdate><volume>58</volume><spage>S53</spage><epage>S53</epage><pages>S53-S53</pages><issn>0008-428X</issn><eissn>1488-2310</eissn><abstract>Background: The incidence of spine surgery continues to rise, representing a significant patient population and a material percentage of healthcare expenditure. While spine surgeries yield a high success rate, recent research indicates that a large number of patients visit the emergency department (ED) postoperatively. This poses a burden to the patient and the healthcare system alike. This study aimed to identify and predict inappropriate ED visits within 6 months after elective thoracolumbar spine surgery. Methods: We identified 987 consecutive patients receiving surgery from 2008 to 2013. Patients with previous spine surgery, malignancy, worker's compensation or spine-related litigation (n = 388) were excluded. Through regional electronic medical record review, we identified 98 ED visits. Comprehensive chart reviews were then conducted for these visits, and 2 fellowshiptrained orthopedic spine surgeons split patients into groups: those who engaged in an inappropriate surgery-related ED visit (n = 80) and those who did not (n = 519). Eighteen visits were determined to be appropriate and/or unrelated. These patients were included in the 519 "no inappropriate visit" group. Age, body mass index (BMI), SF-36 physican and mental summary scores, Oswestry Disability Index (ODI) scores, Numeric Rating Scale back pain and leg pain scores, Charlson Comorbidity Score, levels of intervention, sex, surgeon, marital status, living arrangement, education, work status, smoking, drug and alcohol use, exercise, primary pathology, primary symptom, surgery type (fusion/nonfusion), approach (open/MIS), perioperative adverse events, and family doctor status (yes/no) were measured. We performed t tests on continuous variables and x2 tests on categorical variables. A logistic regression model was then built based on these results and previous research. Results: During the exploratory phase, BMI (t589 = 2.487, p = 0.01) and marital status (x22 = 8.24, p = 0.02, n = 555) were the only 2 significant predictors of an inappropriate visit. The regression model was not statistically significant (p = 0.54). Upon further investigation, marital status was sex-mediated, with divorced/separated women significantly more likely to engage in an inappropriate visit than single or married/engaged/common-law women (x22 = 9.48, p < 0.01, n = 555); there was no effect for men (p = 0.76). Conclusion: While there were 2 significant factors in this model, the R2 values were very low. This, in combination with the high frequency of inappropriate ED visits, indicates that a wide range of patients would benefit from further education surrounding postoperative complications.</abstract><cop>Ottawa</cop><pub>CMA Impact, Inc</pub></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0008-428X |
ispartof | Canadian Journal of Surgery, 2015-06, Vol.58, p.S53-S53 |
issn | 0008-428X 1488-2310 |
language | eng |
recordid | cdi_proquest_journals_2654410750 |
source | EZB-FREE-00999 freely available EZB journals; PubMed Central |
subjects | Back surgery Body mass index Patients |
title | Predictors of inappropriate emergency department utilization following elective thoracolumbar spine surgery |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T10%3A10%3A34IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Predictors%20of%20inappropriate%20emergency%20department%20utilization%20following%20elective%20thoracolumbar%20spine%20surgery&rft.jtitle=Canadian%20Journal%20of%20Surgery&rft.au=Flood,%20Meghan&rft.date=2015-06-01&rft.volume=58&rft.spage=S53&rft.epage=S53&rft.pages=S53-S53&rft.issn=0008-428X&rft.eissn=1488-2310&rft_id=info:doi/&rft_dat=%3Cproquest%3E2654410750%3C/proquest%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2654410750&rft_id=info:pmid/&rfr_iscdi=true |