Exploring the feasibility of integrating barcode scanning technology into vaccine inventory recording in seasonal influenza vaccination clinics.
Identifieur interne : 000445 ( Main/Exploration ); précédent : 000444; suivant : 000446Exploring the feasibility of integrating barcode scanning technology into vaccine inventory recording in seasonal influenza vaccination clinics.
Auteurs : Jennifer A. Pereira [Canada] ; Susan Quach ; Jemila S. Hamid ; Christine L. Heidebrecht ; Sherman D. Quan ; Jane Nassif ; Amanda Jane Diniz ; Robert Van Exan ; Jeffrey Malawski ; Adrian Gentry ; Michael Finkelstein ; Maryse Guay ; David L. Buckeridge ; Julie A. Bettinger ; Donna Kalailieff ; Jeffrey C. KwongSource :
- Vaccine [ 1873-2518 ] ; 2012.
Descripteurs français
- KwdFr :
- MESH :
- administration et posologie : Vaccins antigrippaux.
- normes : Stockage de médicament, Vaccination.
- Humains, Ontario, Personnel de santé, Satisfaction personnelle, Stockage de médicament, Équipement et fournitures.
English descriptors
- KwdEn :
- MESH :
- chemical , administration & dosage : Influenza Vaccines.
- geographic : Ontario.
- methods : Drug Storage.
- standards : Drug Storage, Vaccination.
- Equipment and Supplies, Health Personnel, Humans, Personal Satisfaction.
Abstract
BACKGROUND
In response to the need for improved quality of vaccine inventory and client immunization records, barcodes containing a unique identifier and lot number will be placed on all vaccine vials in Canada. We conducted feasibility studies to examine integration of barcode scanning into inventory recording workflow for mass immunization clinics.
METHODS
During the 2010-2011 seasonal influenza vaccination campaign, Ontario public health units (PHUs) using an electronic immunization system were randomized to record clinic inventory data (including vaccine lot number and expiry date) through: (i) barcode scanning of vials; or (ii) drop-down menus. A third group of PHUs recording vaccine inventory on paper served as an observation arm. We visited a sample of clinics within each PHU to assess barcode readability, method efficiency and data quality. Clinic staff completed a survey examining method perceptions.
RESULTS
We observed 20 clinics using barcode scanning to record inventory data (eight PHUs), 20 using drop-down menus (eight PHUs), and 21 using paper forms (five PHUs). Mean time spent recording data per vial was 4.3s using barcode scanners with 1.3 scan attempts per vial, 0.5s using drop-down menus, and 1.7s using paper. Few errors were observed. Sixty-four perception surveys were completed by inventory staff; barcode scanning users indicated fairly strong overall satisfaction with the method (74%), and the majority agreed that barcode scanning improved client safety (84%) and inventory record accuracy (77%). However, 38% of barcode scanning users felt that individually scanning vials took longer than the other approaches and 26% indicated that this increased time would discourage them from adopting the method.
CONCLUSIONS
Our study demonstrated good readability of barcodes but scanning individual vials for high-volume clinics was time-consuming; modifying the process will improve feasibility to facilitate adoption in Canada, while serving as an example for other countries considering this technology.
DOI: 10.1016/j.vaccine.2011.11.043
PubMed: 22119585
Affiliations:
Links toward previous steps (curation, corpus...)
Le document en format XML
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Pereira</name><affiliation wicri:level="1"><nlm:affiliation>Department of Surveillance and Epidemiology, Public Health Ontario, Toronto, Canada. jennifer.pereira@oahpp.ca</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Department of Surveillance and Epidemiology, Public Health Ontario, Toronto</wicri:regionArea><wicri:noRegion>Toronto</wicri:noRegion></affiliation></author><author><name sortKey="Quach, Susan" sort="Quach, Susan" uniqKey="Quach S" first="Susan" last="Quach">Susan Quach</name></author><author><name sortKey="Hamid, Jemila S" sort="Hamid, Jemila S" uniqKey="Hamid J" first="Jemila S" last="Hamid">Jemila S. Hamid</name></author><author><name sortKey="Heidebrecht, Christine L" sort="Heidebrecht, Christine L" uniqKey="Heidebrecht C" first="Christine L" last="Heidebrecht">Christine L. Heidebrecht</name></author><author><name sortKey="Quan, Sherman D" sort="Quan, Sherman D" uniqKey="Quan S" first="Sherman D" last="Quan">Sherman D. 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Pereira</name><affiliation wicri:level="1"><nlm:affiliation>Department of Surveillance and Epidemiology, Public Health Ontario, Toronto, Canada. jennifer.pereira@oahpp.ca</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Department of Surveillance and Epidemiology, Public Health Ontario, Toronto</wicri:regionArea><wicri:noRegion>Toronto</wicri:noRegion></affiliation></author><author><name sortKey="Quach, Susan" sort="Quach, Susan" uniqKey="Quach S" first="Susan" last="Quach">Susan Quach</name></author><author><name sortKey="Hamid, Jemila S" sort="Hamid, Jemila S" uniqKey="Hamid J" first="Jemila S" last="Hamid">Jemila S. Hamid</name></author><author><name sortKey="Heidebrecht, Christine L" sort="Heidebrecht, Christine L" uniqKey="Heidebrecht C" first="Christine L" last="Heidebrecht">Christine L. Heidebrecht</name></author><author><name sortKey="Quan, Sherman D" sort="Quan, Sherman D" uniqKey="Quan S" first="Sherman D" last="Quan">Sherman D. Quan</name></author><author><name sortKey="Nassif, Jane" sort="Nassif, Jane" uniqKey="Nassif J" first="Jane" last="Nassif">Jane Nassif</name></author><author><name sortKey="Diniz, Amanda Jane" sort="Diniz, Amanda Jane" uniqKey="Diniz A" first="Amanda Jane" last="Diniz">Amanda Jane Diniz</name></author><author><name sortKey="Van Exan, Robert" sort="Van Exan, Robert" uniqKey="Van Exan R" first="Robert" last="Van Exan">Robert Van Exan</name></author><author><name sortKey="Malawski, Jeffrey" sort="Malawski, Jeffrey" uniqKey="Malawski J" first="Jeffrey" last="Malawski">Jeffrey Malawski</name></author><author><name sortKey="Gentry, Adrian" sort="Gentry, Adrian" uniqKey="Gentry A" first="Adrian" last="Gentry">Adrian Gentry</name></author><author><name sortKey="Finkelstein, Michael" sort="Finkelstein, Michael" uniqKey="Finkelstein M" first="Michael" last="Finkelstein">Michael Finkelstein</name></author><author><name sortKey="Guay, Maryse" sort="Guay, Maryse" uniqKey="Guay M" first="Maryse" last="Guay">Maryse Guay</name></author><author><name sortKey="Buckeridge, David L" sort="Buckeridge, David L" uniqKey="Buckeridge D" first="David L" last="Buckeridge">David L. Buckeridge</name></author><author><name sortKey="Bettinger, Julie A" sort="Bettinger, Julie A" uniqKey="Bettinger J" first="Julie A" last="Bettinger">Julie A. Bettinger</name></author><author><name sortKey="Kalailieff, Donna" sort="Kalailieff, Donna" uniqKey="Kalailieff D" first="Donna" last="Kalailieff">Donna Kalailieff</name></author><author><name sortKey="Kwong, Jeffrey C" sort="Kwong, Jeffrey C" uniqKey="Kwong J" first="Jeffrey C" last="Kwong">Jeffrey C. Kwong</name></author></analytic><series><title level="j">Vaccine</title><idno type="eISSN">1873-2518</idno><imprint><date when="2012" type="published">2012</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Drug Storage (methods)</term><term>Drug Storage (standards)</term><term>Equipment and Supplies</term><term>Health Personnel</term><term>Humans</term><term>Influenza Vaccines (administration & dosage)</term><term>Ontario</term><term>Personal Satisfaction</term><term>Vaccination (standards)</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Humains</term><term>Ontario</term><term>Personnel de santé</term><term>Satisfaction personnelle</term><term>Stockage de médicament ()</term><term>Stockage de médicament (normes)</term><term>Vaccination (normes)</term><term>Vaccins antigrippaux (administration et posologie)</term><term>Équipement et fournitures</term></keywords><keywords scheme="MESH" type="chemical" qualifier="administration & dosage" xml:lang="en"><term>Influenza Vaccines</term></keywords><keywords scheme="MESH" type="geographic" xml:lang="en"><term>Ontario</term></keywords><keywords scheme="MESH" qualifier="administration et posologie" xml:lang="fr"><term>Vaccins antigrippaux</term></keywords><keywords scheme="MESH" qualifier="methods" xml:lang="en"><term>Drug Storage</term></keywords><keywords scheme="MESH" qualifier="normes" xml:lang="fr"><term>Stockage de médicament</term><term>Vaccination</term></keywords><keywords scheme="MESH" qualifier="standards" xml:lang="en"><term>Drug Storage</term><term>Vaccination</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Equipment and Supplies</term><term>Health Personnel</term><term>Humans</term><term>Personal Satisfaction</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Humains</term><term>Ontario</term><term>Personnel de santé</term><term>Satisfaction personnelle</term><term>Stockage de médicament</term><term>Équipement et fournitures</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p><b>BACKGROUND</b></p><p>In response to the need for improved quality of vaccine inventory and client immunization records, barcodes containing a unique identifier and lot number will be placed on all vaccine vials in Canada. We conducted feasibility studies to examine integration of barcode scanning into inventory recording workflow for mass immunization clinics.</p></div><div type="abstract" xml:lang="en"><p><b>METHODS</b></p><p>During the 2010-2011 seasonal influenza vaccination campaign, Ontario public health units (PHUs) using an electronic immunization system were randomized to record clinic inventory data (including vaccine lot number and expiry date) through: (i) barcode scanning of vials; or (ii) drop-down menus. A third group of PHUs recording vaccine inventory on paper served as an observation arm. We visited a sample of clinics within each PHU to assess barcode readability, method efficiency and data quality. Clinic staff completed a survey examining method perceptions.</p></div><div type="abstract" xml:lang="en"><p><b>RESULTS</b></p><p>We observed 20 clinics using barcode scanning to record inventory data (eight PHUs), 20 using drop-down menus (eight PHUs), and 21 using paper forms (five PHUs). Mean time spent recording data per vial was 4.3s using barcode scanners with 1.3 scan attempts per vial, 0.5s using drop-down menus, and 1.7s using paper. Few errors were observed. Sixty-four perception surveys were completed by inventory staff; barcode scanning users indicated fairly strong overall satisfaction with the method (74%), and the majority agreed that barcode scanning improved client safety (84%) and inventory record accuracy (77%). However, 38% of barcode scanning users felt that individually scanning vials took longer than the other approaches and 26% indicated that this increased time would discourage them from adopting the method.</p></div><div type="abstract" xml:lang="en"><p><b>CONCLUSIONS</b></p><p>Our study demonstrated good readability of barcodes but scanning individual vials for high-volume clinics was time-consuming; modifying the process will improve feasibility to facilitate adoption in Canada, while serving as an example for other countries considering this technology.</p></div></front></TEI><pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">22119585</PMID><DateCompleted><Year>2012</Year><Month>05</Month><Day>02</Day></DateCompleted><DateRevised><Year>2019</Year><Month>12</Month><Day>10</Day></DateRevised><Article PubModel="Print-Electronic"><Journal><ISSN IssnType="Electronic">1873-2518</ISSN><JournalIssue CitedMedium="Internet"><Volume>30</Volume><Issue>4</Issue><PubDate><Year>2012</Year><Month>Jan</Month><Day>17</Day></PubDate></JournalIssue><Title>Vaccine</Title><ISOAbbreviation>Vaccine</ISOAbbreviation></Journal><ArticleTitle>Exploring the feasibility of integrating barcode scanning technology into vaccine inventory recording in seasonal influenza vaccination clinics.</ArticleTitle><Pagination><MedlinePgn>794-802</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.1016/j.vaccine.2011.11.043</ELocationID><Abstract><AbstractText Label="BACKGROUND" NlmCategory="BACKGROUND">In response to the need for improved quality of vaccine inventory and client immunization records, barcodes containing a unique identifier and lot number will be placed on all vaccine vials in Canada. We conducted feasibility studies to examine integration of barcode scanning into inventory recording workflow for mass immunization clinics.</AbstractText><AbstractText Label="METHODS" NlmCategory="METHODS">During the 2010-2011 seasonal influenza vaccination campaign, Ontario public health units (PHUs) using an electronic immunization system were randomized to record clinic inventory data (including vaccine lot number and expiry date) through: (i) barcode scanning of vials; or (ii) drop-down menus. A third group of PHUs recording vaccine inventory on paper served as an observation arm. We visited a sample of clinics within each PHU to assess barcode readability, method efficiency and data quality. Clinic staff completed a survey examining method perceptions.</AbstractText><AbstractText Label="RESULTS" NlmCategory="RESULTS">We observed 20 clinics using barcode scanning to record inventory data (eight PHUs), 20 using drop-down menus (eight PHUs), and 21 using paper forms (five PHUs). Mean time spent recording data per vial was 4.3s using barcode scanners with 1.3 scan attempts per vial, 0.5s using drop-down menus, and 1.7s using paper. Few errors were observed. Sixty-four perception surveys were completed by inventory staff; barcode scanning users indicated fairly strong overall satisfaction with the method (74%), and the majority agreed that barcode scanning improved client safety (84%) and inventory record accuracy (77%). However, 38% of barcode scanning users felt that individually scanning vials took longer than the other approaches and 26% indicated that this increased time would discourage them from adopting the method.</AbstractText><AbstractText Label="CONCLUSIONS" NlmCategory="CONCLUSIONS">Our study demonstrated good readability of barcodes but scanning individual vials for high-volume clinics was time-consuming; modifying the process will improve feasibility to facilitate adoption in Canada, while serving as an example for other countries considering this technology.</AbstractText><CopyrightInformation>Copyright © 2011 Elsevier Ltd. All rights reserved.</CopyrightInformation></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Pereira</LastName><ForeName>Jennifer A</ForeName><Initials>JA</Initials><AffiliationInfo><Affiliation>Department of Surveillance and Epidemiology, Public Health Ontario, Toronto, Canada. jennifer.pereira@oahpp.ca</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Quach</LastName><ForeName>Susan</ForeName><Initials>S</Initials></Author><Author ValidYN="Y"><LastName>Hamid</LastName><ForeName>Jemila S</ForeName><Initials>JS</Initials></Author><Author ValidYN="Y"><LastName>Heidebrecht</LastName><ForeName>Christine L</ForeName><Initials>CL</Initials></Author><Author ValidYN="Y"><LastName>Quan</LastName><ForeName>Sherman D</ForeName><Initials>SD</Initials></Author><Author ValidYN="Y"><LastName>Nassif</LastName><ForeName>Jane</ForeName><Initials>J</Initials></Author><Author ValidYN="Y"><LastName>Diniz</LastName><ForeName>Amanda Jane</ForeName><Initials>AJ</Initials></Author><Author ValidYN="Y"><LastName>Van Exan</LastName><ForeName>Robert</ForeName><Initials>R</Initials></Author><Author ValidYN="Y"><LastName>Malawski</LastName><ForeName>Jeffrey</ForeName><Initials>J</Initials></Author><Author ValidYN="Y"><LastName>Gentry</LastName><ForeName>Adrian</ForeName><Initials>A</Initials></Author><Author ValidYN="Y"><LastName>Finkelstein</LastName><ForeName>Michael</ForeName><Initials>M</Initials></Author><Author ValidYN="Y"><LastName>Guay</LastName><ForeName>Maryse</ForeName><Initials>M</Initials></Author><Author ValidYN="Y"><LastName>Buckeridge</LastName><ForeName>David L</ForeName><Initials>DL</Initials></Author><Author ValidYN="Y"><LastName>Bettinger</LastName><ForeName>Julie A</ForeName><Initials>JA</Initials></Author><Author ValidYN="Y"><LastName>Kalailieff</LastName><ForeName>Donna</ForeName><Initials>D</Initials></Author><Author ValidYN="Y"><LastName>Kwong</LastName><ForeName>Jeffrey C</ForeName><Initials>JC</Initials></Author><Author ValidYN="Y"><CollectiveName>Public Health Agency of Canada/Canadian Institutes of Health Research Influenza Research Network (PCIRN) Vaccine Coverage Theme Group</CollectiveName></Author></AuthorList><Language>eng</Language><GrantList CompleteYN="Y"><Grant><GrantID>IRR - 96974</GrantID><Agency>Canadian Institutes of Health Research</Agency><Country>Canada</Country></Grant></GrantList><PublicationTypeList><PublicationType UI="D023362">Evaluation Study</PublicationType><PublicationType UI="D016428">Journal Article</PublicationType><PublicationType UI="D013485">Research Support, Non-U.S. Gov't</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2011</Year><Month>11</Month><Day>23</Day></ArticleDate></Article><MedlineJournalInfo><Country>Netherlands</Country><MedlineTA>Vaccine</MedlineTA><NlmUniqueID>8406899</NlmUniqueID><ISSNLinking>0264-410X</ISSNLinking></MedlineJournalInfo><ChemicalList><Chemical><RegistryNumber>0</RegistryNumber><NameOfSubstance UI="D007252">Influenza Vaccines</NameOfSubstance></Chemical></ChemicalList><CitationSubset>IM</CitationSubset><MeshHeadingList><MeshHeading><DescriptorName UI="D004356" MajorTopicYN="N">Drug Storage</DescriptorName><QualifierName UI="Q000379" MajorTopicYN="Y">methods</QualifierName><QualifierName UI="Q000592" MajorTopicYN="Y">standards</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D004864" MajorTopicYN="Y">Equipment and Supplies</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D006282" MajorTopicYN="N">Health Personnel</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D006801" MajorTopicYN="N">Humans</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D007252" MajorTopicYN="N">Influenza Vaccines</DescriptorName><QualifierName UI="Q000008" MajorTopicYN="Y">administration & dosage</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D009864" MajorTopicYN="N" Type="Geographic">Ontario</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D010549" MajorTopicYN="N">Personal Satisfaction</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D014611" MajorTopicYN="N">Vaccination</DescriptorName><QualifierName UI="Q000592" MajorTopicYN="Y">standards</QualifierName></MeshHeading></MeshHeadingList><InvestigatorList><Investigator ValidYN="Y"><LastName>Allison</LastName><ForeName>David</ForeName><Initials>D</Initials></Investigator><Investigator ValidYN="Y"><LastName>Bettinger</LastName><ForeName>Julie</ForeName><Initials>J</Initials></Investigator><Investigator ValidYN="Y"><LastName>Boulianne</LastName><ForeName>Nicole</ForeName><Initials>N</Initials></Investigator><Investigator ValidYN="Y"><LastName>Brien</LastName><ForeName>Stephanie</ForeName><Initials>S</Initials></Investigator><Investigator ValidYN="Y"><LastName>Buckeridge</LastName><ForeName>David</ForeName><Initials>D</Initials></Investigator><Investigator ValidYN="Y"><LastName>Chambers</LastName><ForeName>Larry</ForeName><Initials>L</Initials></Investigator><Investigator ValidYN="Y"><LastName>Crowcroft</LastName><ForeName>Natasha</ForeName><Initials>N</Initials></Investigator><Investigator ValidYN="Y"><LastName>Deeks</LastName><ForeName>Shelley</ForeName><Initials>S</Initials></Investigator><Investigator ValidYN="Y"><LastName>Finkelstein</LastName><ForeName>Michael</ForeName><Initials>M</Initials></Investigator><Investigator ValidYN="Y"><LastName>Foisy</LastName><ForeName>Julie</ForeName><Initials>J</Initials></Investigator><Investigator ValidYN="Y"><LastName>Guay</LastName><ForeName>Maryse</ForeName><Initials>M</Initials></Investigator><Investigator ValidYN="Y"><LastName>Gournis</LastName><ForeName>Effie</ForeName><Initials>E</Initials></Investigator><Investigator ValidYN="Y"><LastName>Hamid</LastName><ForeName>Jemila</ForeName><Initials>J</Initials></Investigator><Investigator ValidYN="Y"><LastName>Heidebrecht</LastName><ForeName>Christine</ForeName><Initials>C</Initials></Investigator><Investigator ValidYN="Y"><LastName>Kalailieff</LastName><ForeName>Donna</ForeName><Initials>D</Initials></Investigator><Investigator ValidYN="Y"><LastName>Kolbe</LastName><ForeName>Faron</ForeName><Initials>F</Initials></Investigator><Investigator ValidYN="Y"><LastName>Kwong</LastName><ForeName>Jeff</ForeName><Initials>J</Initials></Investigator><Investigator ValidYN="Y"><LastName>McGeer</LastName><ForeName>Allison</ForeName><Initials>A</Initials></Investigator><Investigator ValidYN="Y"><LastName>Nassif</LastName><ForeName>Jane</ForeName><Initials>J</Initials></Investigator><Investigator ValidYN="Y"><LastName>Pereira</LastName><ForeName>Jennifer</ForeName><Initials>J</Initials></Investigator><Investigator ValidYN="Y"><LastName>Quach</LastName><ForeName>Susan</ForeName><Initials>S</Initials></Investigator><Investigator ValidYN="Y"><LastName>Quan</LastName><ForeName>Sherman</ForeName><Initials>S</Initials></Investigator><Investigator ValidYN="Y"><LastName>Sander</LastName><ForeName>Beate</ForeName><Initials>B</Initials></Investigator><Investigator ValidYN="Y"><LastName>Sikora</LastName><ForeName>Chris</ForeName><Initials>C</Initials></Investigator><Investigator ValidYN="Y"><LastName>Willison</LastName><ForeName>Don</ForeName><Initials>D</Initials></Investigator></InvestigatorList></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2011</Year><Month>05</Month><Day>12</Day></PubMedPubDate><PubMedPubDate PubStatus="revised"><Year>2011</Year><Month>11</Month><Day>10</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2011</Year><Month>11</Month><Day>11</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2011</Year><Month>11</Month><Day>29</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2011</Year><Month>11</Month><Day>29</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2012</Year><Month>5</Month><Day>4</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>ppublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">22119585</ArticleId><ArticleId IdType="pii">S0264-410X(11)01828-7</ArticleId><ArticleId IdType="doi">10.1016/j.vaccine.2011.11.043</ArticleId></ArticleIdList></PubmedData></pubmed><affiliations><list><country><li>Canada</li></country></list><tree><noCountry><name sortKey="Bettinger, Julie A" sort="Bettinger, Julie A" 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Bettinger</name><name sortKey="Buckeridge, David L" sort="Buckeridge, David L" uniqKey="Buckeridge D" first="David L" last="Buckeridge">David L. Buckeridge</name><name sortKey="Diniz, Amanda Jane" sort="Diniz, Amanda Jane" uniqKey="Diniz A" first="Amanda Jane" last="Diniz">Amanda Jane Diniz</name><name sortKey="Finkelstein, Michael" sort="Finkelstein, Michael" uniqKey="Finkelstein M" first="Michael" last="Finkelstein">Michael Finkelstein</name><name sortKey="Gentry, Adrian" sort="Gentry, Adrian" uniqKey="Gentry A" first="Adrian" last="Gentry">Adrian Gentry</name><name sortKey="Guay, Maryse" sort="Guay, Maryse" uniqKey="Guay M" first="Maryse" last="Guay">Maryse Guay</name><name sortKey="Hamid, Jemila S" sort="Hamid, Jemila S" uniqKey="Hamid J" first="Jemila S" last="Hamid">Jemila S. Hamid</name><name sortKey="Heidebrecht, Christine L" sort="Heidebrecht, Christine L" uniqKey="Heidebrecht C" first="Christine L" last="Heidebrecht">Christine L. Heidebrecht</name><name sortKey="Kalailieff, Donna" sort="Kalailieff, Donna" uniqKey="Kalailieff D" first="Donna" last="Kalailieff">Donna Kalailieff</name><name sortKey="Kwong, Jeffrey C" sort="Kwong, Jeffrey C" uniqKey="Kwong J" first="Jeffrey C" last="Kwong">Jeffrey C. Kwong</name><name sortKey="Malawski, Jeffrey" sort="Malawski, Jeffrey" uniqKey="Malawski J" first="Jeffrey" last="Malawski">Jeffrey Malawski</name><name sortKey="Nassif, Jane" sort="Nassif, Jane" uniqKey="Nassif J" first="Jane" last="Nassif">Jane Nassif</name><name sortKey="Quach, Susan" sort="Quach, Susan" uniqKey="Quach S" first="Susan" last="Quach">Susan Quach</name><name sortKey="Quan, Sherman D" sort="Quan, Sherman D" uniqKey="Quan S" first="Sherman D" last="Quan">Sherman D. Quan</name><name sortKey="Van Exan, Robert" sort="Van Exan, Robert" uniqKey="Van Exan R" first="Robert" last="Van Exan">Robert Van Exan</name></noCountry><country name="Canada"><noRegion><name sortKey="Pereira, Jennifer A" sort="Pereira, Jennifer A" uniqKey="Pereira J" first="Jennifer A" last="Pereira">Jennifer A. Pereira</name></noRegion></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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