Loading…

New approaches to pharmacosurveillance for monitoring prescription frequency, diversity, and co-prescription in a large sentinel network of companion animal veterinary practices in the United Kingdom, 2014–2016

Pharmaceutical agents (PAs) are commonly prescribed in companion animal practice in the United Kingdom. However, little is known about PA prescription on a population-level, particularly with respect to PAs authorised for human use alone prescribed via the veterinary cascade; this raises important q...

Full description

Saved in:
Bibliographic Details
Published in:Preventive veterinary medicine 2018-11, Vol.159, p.153-161
Main Authors: Singleton, D.A, Sánchez-Vizcaíno, F., Arsevska, E., Dawson, S., Jones, P.H., Noble, P.J.M., Pinchbeck, G.L., Williams, N.J., Radford, A.D.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3
cites cdi_FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3
container_end_page 161
container_issue
container_start_page 153
container_title Preventive veterinary medicine
container_volume 159
creator Singleton, D.A
Sánchez-Vizcaíno, F.
Arsevska, E.
Dawson, S.
Jones, P.H.
Noble, P.J.M.
Pinchbeck, G.L.
Williams, N.J.
Radford, A.D.
description Pharmaceutical agents (PAs) are commonly prescribed in companion animal practice in the United Kingdom. However, little is known about PA prescription on a population-level, particularly with respect to PAs authorised for human use alone prescribed via the veterinary cascade; this raises important questions regarding the efficacy and safety of PAs prescribed to companion animals. This study explored new approaches for describing PA prescription, diversity and co-prescription in dogs, cats and rabbits utilising electronic health records (EHRs) from a sentinel network of 457 companion animal-treating veterinary sites throughout the UK over a 2-year period (2014–2016). A novel text mining-based identification and classification methodology was utilised to semi-automatically map practitioner-defined product descriptions recorded in 918,333 EHRs from 413,870 dogs encompassing 1,242,270 prescriptions; 352,730 EHRs from 200,541 cats encompassing 491,554 prescriptions, and 22,526 EHRS from 13,398 rabbits encompassing 18,490 prescriptions respectively. PA prescription as a percentage of booked consultations was 65.4% (95% confidence interval, CI, 64.6–66.3) in dogs; in cats it was 69.1% (95% CI, 67.9–70.2) and in rabbits, 56.3% (95% CI, 54.7–57.8). Vaccines were the most commonly prescribed PAs in all three species, with antibiotics, antimycotics, and parasiticides also commonly prescribed. PA prescription utilising products authorised for human use only (hence, ‘human-authorised’) comprised 5.1% (95% CI, 4.7–5.5) of total canine prescription events; in cats it was 2.8% (95% CI, 2.6–3.0), and in rabbits, 7.8% (95% CI, 6.5–9.0). The most commonly prescribed human-authorised PA in dogs was metronidazole (antibiotic); in cats and rabbits it was ranitidine (H2 histamine receptor antagonist). Using a new approach utilising the Simpson’s Diversity Index (an ecological measure of relative animal, plant etc. species abundance), we identified differences in prescription based on presenting complaint and species, with rabbits generally exposed to a less diverse range of PAs than dogs or cats, potentially reflecting the paucity of authorised PAs for use in rabbits. Finally, through a novel application of network analysis, we demonstrated the existence of three major co-prescription groups (preventive health; treatment of disease, and euthanasia); a trend commonly observed in practice. This study represents the first time PA prescription has been described across all pharmaceu
doi_str_mv 10.1016/j.prevetmed.2018.09.004
format article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6193134</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0167587717308334</els_id><sourcerecordid>2119921240</sourcerecordid><originalsourceid>FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3</originalsourceid><addsrcrecordid>eNqFUsuO1DAQjBCIHRZ-AXzksAl2nJcvSKvV8hAruLBny7E7Mx4SO9ierObGP_BrfAFfQo9mGbEnLm5LLndVV1eWvWK0YJQ1b7bFHGCBNIEpSsq6goqC0upRtmJdy3PWsuZxtkJkm9dd255lz2LcUkqbpqufZmeccla1bbfKfn2GO6LmOXilNxBJ8mTeqDAp7eMuLGDHUTkNZPCBTN7Z5IN1a4LsUQc7J-sdGQJ834HT-wti7AIh2oRX5QzRPn-AtI4oMqqwBhLBJetgJA7SnQ_fiB8QPs3KHYB4TmokOCEgnwp7ZFQ6WY0SsUnaALlFMWDIJ5Rj_HRB0Ibq94-fWJrn2ZNBjRFe3Nfz7Pbd9derD_nNl_cfry5vcl1TlvJuEP2gVF2CroShRvUtUzVtWMOZHkouGs2bTvftIJgwDHQv-lJwWqOJXFSGn2dvj33nXY-b0DhSUKOcA4oPe-mVlQ9fnN3ItV9kwwRnvMIGr-8bBI8WxiQnGzUcPAe_i7JkTIiSlRVFaHuE6uBjDDCcaBiVh0zIrTxlQh4yIamQmAn8-fJflad_f0OAgMsjANCrxUKQUVvcJxgbQCdpvP0vyR8zZdSI</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2119921240</pqid></control><display><type>article</type><title>New approaches to pharmacosurveillance for monitoring prescription frequency, diversity, and co-prescription in a large sentinel network of companion animal veterinary practices in the United Kingdom, 2014–2016</title><source>Elsevier</source><creator>Singleton, D.A ; Sánchez-Vizcaíno, F. ; Arsevska, E. ; Dawson, S. ; Jones, P.H. ; Noble, P.J.M. ; Pinchbeck, G.L. ; Williams, N.J. ; Radford, A.D.</creator><creatorcontrib>Singleton, D.A ; Sánchez-Vizcaíno, F. ; Arsevska, E. ; Dawson, S. ; Jones, P.H. ; Noble, P.J.M. ; Pinchbeck, G.L. ; Williams, N.J. ; Radford, A.D.</creatorcontrib><description>Pharmaceutical agents (PAs) are commonly prescribed in companion animal practice in the United Kingdom. However, little is known about PA prescription on a population-level, particularly with respect to PAs authorised for human use alone prescribed via the veterinary cascade; this raises important questions regarding the efficacy and safety of PAs prescribed to companion animals. This study explored new approaches for describing PA prescription, diversity and co-prescription in dogs, cats and rabbits utilising electronic health records (EHRs) from a sentinel network of 457 companion animal-treating veterinary sites throughout the UK over a 2-year period (2014–2016). A novel text mining-based identification and classification methodology was utilised to semi-automatically map practitioner-defined product descriptions recorded in 918,333 EHRs from 413,870 dogs encompassing 1,242,270 prescriptions; 352,730 EHRs from 200,541 cats encompassing 491,554 prescriptions, and 22,526 EHRS from 13,398 rabbits encompassing 18,490 prescriptions respectively. PA prescription as a percentage of booked consultations was 65.4% (95% confidence interval, CI, 64.6–66.3) in dogs; in cats it was 69.1% (95% CI, 67.9–70.2) and in rabbits, 56.3% (95% CI, 54.7–57.8). Vaccines were the most commonly prescribed PAs in all three species, with antibiotics, antimycotics, and parasiticides also commonly prescribed. PA prescription utilising products authorised for human use only (hence, ‘human-authorised’) comprised 5.1% (95% CI, 4.7–5.5) of total canine prescription events; in cats it was 2.8% (95% CI, 2.6–3.0), and in rabbits, 7.8% (95% CI, 6.5–9.0). The most commonly prescribed human-authorised PA in dogs was metronidazole (antibiotic); in cats and rabbits it was ranitidine (H2 histamine receptor antagonist). Using a new approach utilising the Simpson’s Diversity Index (an ecological measure of relative animal, plant etc. species abundance), we identified differences in prescription based on presenting complaint and species, with rabbits generally exposed to a less diverse range of PAs than dogs or cats, potentially reflecting the paucity of authorised PAs for use in rabbits. Finally, through a novel application of network analysis, we demonstrated the existence of three major co-prescription groups (preventive health; treatment of disease, and euthanasia); a trend commonly observed in practice. This study represents the first time PA prescription has been described across all pharmaceutical families in a large population of companion animals, encompassing PAs authorised for both veterinary and human-only use. These data form a baseline against which future studies could be compared, and provides some useful tools for understanding PA comparative efficacy and risks when prescribed in the varied setting of clinical practice.</description><identifier>ISSN: 0167-5877</identifier><identifier>EISSN: 1873-1716</identifier><identifier>DOI: 10.1016/j.prevetmed.2018.09.004</identifier><identifier>PMID: 30314778</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Animals ; Anti-Bacterial Agents - administration &amp; dosage ; Cat Diseases - drug therapy ; Cats ; Co-prescription ; Companion animal ; Data Mining ; Dog Diseases - drug therapy ; Dogs ; Electronic Health Records - statistics &amp; numerical data ; Pharmacosurveillance ; Practice Patterns, Physicians' - statistics &amp; numerical data ; Prescription ; Rabbits ; Small animal ; Surveillance ; United Kingdom</subject><ispartof>Preventive veterinary medicine, 2018-11, Vol.159, p.153-161</ispartof><rights>2018 The Authors</rights><rights>Copyright © 2018 The Authors. Published by Elsevier B.V. All rights reserved.</rights><rights>2018 The Authors 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3</citedby><cites>FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3</cites><orcidid>0000-0002-1980-5410 ; 0000-0002-1655-8290 ; 0000-0002-4590-1334</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30314778$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Singleton, D.A</creatorcontrib><creatorcontrib>Sánchez-Vizcaíno, F.</creatorcontrib><creatorcontrib>Arsevska, E.</creatorcontrib><creatorcontrib>Dawson, S.</creatorcontrib><creatorcontrib>Jones, P.H.</creatorcontrib><creatorcontrib>Noble, P.J.M.</creatorcontrib><creatorcontrib>Pinchbeck, G.L.</creatorcontrib><creatorcontrib>Williams, N.J.</creatorcontrib><creatorcontrib>Radford, A.D.</creatorcontrib><title>New approaches to pharmacosurveillance for monitoring prescription frequency, diversity, and co-prescription in a large sentinel network of companion animal veterinary practices in the United Kingdom, 2014–2016</title><title>Preventive veterinary medicine</title><addtitle>Prev Vet Med</addtitle><description>Pharmaceutical agents (PAs) are commonly prescribed in companion animal practice in the United Kingdom. However, little is known about PA prescription on a population-level, particularly with respect to PAs authorised for human use alone prescribed via the veterinary cascade; this raises important questions regarding the efficacy and safety of PAs prescribed to companion animals. This study explored new approaches for describing PA prescription, diversity and co-prescription in dogs, cats and rabbits utilising electronic health records (EHRs) from a sentinel network of 457 companion animal-treating veterinary sites throughout the UK over a 2-year period (2014–2016). A novel text mining-based identification and classification methodology was utilised to semi-automatically map practitioner-defined product descriptions recorded in 918,333 EHRs from 413,870 dogs encompassing 1,242,270 prescriptions; 352,730 EHRs from 200,541 cats encompassing 491,554 prescriptions, and 22,526 EHRS from 13,398 rabbits encompassing 18,490 prescriptions respectively. PA prescription as a percentage of booked consultations was 65.4% (95% confidence interval, CI, 64.6–66.3) in dogs; in cats it was 69.1% (95% CI, 67.9–70.2) and in rabbits, 56.3% (95% CI, 54.7–57.8). Vaccines were the most commonly prescribed PAs in all three species, with antibiotics, antimycotics, and parasiticides also commonly prescribed. PA prescription utilising products authorised for human use only (hence, ‘human-authorised’) comprised 5.1% (95% CI, 4.7–5.5) of total canine prescription events; in cats it was 2.8% (95% CI, 2.6–3.0), and in rabbits, 7.8% (95% CI, 6.5–9.0). The most commonly prescribed human-authorised PA in dogs was metronidazole (antibiotic); in cats and rabbits it was ranitidine (H2 histamine receptor antagonist). Using a new approach utilising the Simpson’s Diversity Index (an ecological measure of relative animal, plant etc. species abundance), we identified differences in prescription based on presenting complaint and species, with rabbits generally exposed to a less diverse range of PAs than dogs or cats, potentially reflecting the paucity of authorised PAs for use in rabbits. Finally, through a novel application of network analysis, we demonstrated the existence of three major co-prescription groups (preventive health; treatment of disease, and euthanasia); a trend commonly observed in practice. This study represents the first time PA prescription has been described across all pharmaceutical families in a large population of companion animals, encompassing PAs authorised for both veterinary and human-only use. These data form a baseline against which future studies could be compared, and provides some useful tools for understanding PA comparative efficacy and risks when prescribed in the varied setting of clinical practice.</description><subject>Animals</subject><subject>Anti-Bacterial Agents - administration &amp; dosage</subject><subject>Cat Diseases - drug therapy</subject><subject>Cats</subject><subject>Co-prescription</subject><subject>Companion animal</subject><subject>Data Mining</subject><subject>Dog Diseases - drug therapy</subject><subject>Dogs</subject><subject>Electronic Health Records - statistics &amp; numerical data</subject><subject>Pharmacosurveillance</subject><subject>Practice Patterns, Physicians' - statistics &amp; numerical data</subject><subject>Prescription</subject><subject>Rabbits</subject><subject>Small animal</subject><subject>Surveillance</subject><subject>United Kingdom</subject><issn>0167-5877</issn><issn>1873-1716</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFUsuO1DAQjBCIHRZ-AXzksAl2nJcvSKvV8hAruLBny7E7Mx4SO9ierObGP_BrfAFfQo9mGbEnLm5LLndVV1eWvWK0YJQ1b7bFHGCBNIEpSsq6goqC0upRtmJdy3PWsuZxtkJkm9dd255lz2LcUkqbpqufZmeccla1bbfKfn2GO6LmOXilNxBJ8mTeqDAp7eMuLGDHUTkNZPCBTN7Z5IN1a4LsUQc7J-sdGQJ834HT-wti7AIh2oRX5QzRPn-AtI4oMqqwBhLBJetgJA7SnQ_fiB8QPs3KHYB4TmokOCEgnwp7ZFQ6WY0SsUnaALlFMWDIJ5Rj_HRB0Ibq94-fWJrn2ZNBjRFe3Nfz7Pbd9derD_nNl_cfry5vcl1TlvJuEP2gVF2CroShRvUtUzVtWMOZHkouGs2bTvftIJgwDHQv-lJwWqOJXFSGn2dvj33nXY-b0DhSUKOcA4oPe-mVlQ9fnN3ItV9kwwRnvMIGr-8bBI8WxiQnGzUcPAe_i7JkTIiSlRVFaHuE6uBjDDCcaBiVh0zIrTxlQh4yIamQmAn8-fJflad_f0OAgMsjANCrxUKQUVvcJxgbQCdpvP0vyR8zZdSI</recordid><startdate>20181101</startdate><enddate>20181101</enddate><creator>Singleton, D.A</creator><creator>Sánchez-Vizcaíno, F.</creator><creator>Arsevska, E.</creator><creator>Dawson, S.</creator><creator>Jones, P.H.</creator><creator>Noble, P.J.M.</creator><creator>Pinchbeck, G.L.</creator><creator>Williams, N.J.</creator><creator>Radford, A.D.</creator><general>Elsevier B.V</general><general>Elsevier Scientific Publishing</general><scope>6I.</scope><scope>AAFTH</scope><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>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1980-5410</orcidid><orcidid>https://orcid.org/0000-0002-1655-8290</orcidid><orcidid>https://orcid.org/0000-0002-4590-1334</orcidid></search><sort><creationdate>20181101</creationdate><title>New approaches to pharmacosurveillance for monitoring prescription frequency, diversity, and co-prescription in a large sentinel network of companion animal veterinary practices in the United Kingdom, 2014–2016</title><author>Singleton, D.A ; Sánchez-Vizcaíno, F. ; Arsevska, E. ; Dawson, S. ; Jones, P.H. ; Noble, P.J.M. ; Pinchbeck, G.L. ; Williams, N.J. ; Radford, A.D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Animals</topic><topic>Anti-Bacterial Agents - administration &amp; dosage</topic><topic>Cat Diseases - drug therapy</topic><topic>Cats</topic><topic>Co-prescription</topic><topic>Companion animal</topic><topic>Data Mining</topic><topic>Dog Diseases - drug therapy</topic><topic>Dogs</topic><topic>Electronic Health Records - statistics &amp; numerical data</topic><topic>Pharmacosurveillance</topic><topic>Practice Patterns, Physicians' - statistics &amp; numerical data</topic><topic>Prescription</topic><topic>Rabbits</topic><topic>Small animal</topic><topic>Surveillance</topic><topic>United Kingdom</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Singleton, D.A</creatorcontrib><creatorcontrib>Sánchez-Vizcaíno, F.</creatorcontrib><creatorcontrib>Arsevska, E.</creatorcontrib><creatorcontrib>Dawson, S.</creatorcontrib><creatorcontrib>Jones, P.H.</creatorcontrib><creatorcontrib>Noble, P.J.M.</creatorcontrib><creatorcontrib>Pinchbeck, G.L.</creatorcontrib><creatorcontrib>Williams, N.J.</creatorcontrib><creatorcontrib>Radford, A.D.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Preventive veterinary medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Singleton, D.A</au><au>Sánchez-Vizcaíno, F.</au><au>Arsevska, E.</au><au>Dawson, S.</au><au>Jones, P.H.</au><au>Noble, P.J.M.</au><au>Pinchbeck, G.L.</au><au>Williams, N.J.</au><au>Radford, A.D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>New approaches to pharmacosurveillance for monitoring prescription frequency, diversity, and co-prescription in a large sentinel network of companion animal veterinary practices in the United Kingdom, 2014–2016</atitle><jtitle>Preventive veterinary medicine</jtitle><addtitle>Prev Vet Med</addtitle><date>2018-11-01</date><risdate>2018</risdate><volume>159</volume><spage>153</spage><epage>161</epage><pages>153-161</pages><issn>0167-5877</issn><eissn>1873-1716</eissn><abstract>Pharmaceutical agents (PAs) are commonly prescribed in companion animal practice in the United Kingdom. However, little is known about PA prescription on a population-level, particularly with respect to PAs authorised for human use alone prescribed via the veterinary cascade; this raises important questions regarding the efficacy and safety of PAs prescribed to companion animals. This study explored new approaches for describing PA prescription, diversity and co-prescription in dogs, cats and rabbits utilising electronic health records (EHRs) from a sentinel network of 457 companion animal-treating veterinary sites throughout the UK over a 2-year period (2014–2016). A novel text mining-based identification and classification methodology was utilised to semi-automatically map practitioner-defined product descriptions recorded in 918,333 EHRs from 413,870 dogs encompassing 1,242,270 prescriptions; 352,730 EHRs from 200,541 cats encompassing 491,554 prescriptions, and 22,526 EHRS from 13,398 rabbits encompassing 18,490 prescriptions respectively. PA prescription as a percentage of booked consultations was 65.4% (95% confidence interval, CI, 64.6–66.3) in dogs; in cats it was 69.1% (95% CI, 67.9–70.2) and in rabbits, 56.3% (95% CI, 54.7–57.8). Vaccines were the most commonly prescribed PAs in all three species, with antibiotics, antimycotics, and parasiticides also commonly prescribed. PA prescription utilising products authorised for human use only (hence, ‘human-authorised’) comprised 5.1% (95% CI, 4.7–5.5) of total canine prescription events; in cats it was 2.8% (95% CI, 2.6–3.0), and in rabbits, 7.8% (95% CI, 6.5–9.0). The most commonly prescribed human-authorised PA in dogs was metronidazole (antibiotic); in cats and rabbits it was ranitidine (H2 histamine receptor antagonist). Using a new approach utilising the Simpson’s Diversity Index (an ecological measure of relative animal, plant etc. species abundance), we identified differences in prescription based on presenting complaint and species, with rabbits generally exposed to a less diverse range of PAs than dogs or cats, potentially reflecting the paucity of authorised PAs for use in rabbits. Finally, through a novel application of network analysis, we demonstrated the existence of three major co-prescription groups (preventive health; treatment of disease, and euthanasia); a trend commonly observed in practice. This study represents the first time PA prescription has been described across all pharmaceutical families in a large population of companion animals, encompassing PAs authorised for both veterinary and human-only use. These data form a baseline against which future studies could be compared, and provides some useful tools for understanding PA comparative efficacy and risks when prescribed in the varied setting of clinical practice.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>30314778</pmid><doi>10.1016/j.prevetmed.2018.09.004</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-1980-5410</orcidid><orcidid>https://orcid.org/0000-0002-1655-8290</orcidid><orcidid>https://orcid.org/0000-0002-4590-1334</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0167-5877
ispartof Preventive veterinary medicine, 2018-11, Vol.159, p.153-161
issn 0167-5877
1873-1716
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6193134
source Elsevier
subjects Animals
Anti-Bacterial Agents - administration & dosage
Cat Diseases - drug therapy
Cats
Co-prescription
Companion animal
Data Mining
Dog Diseases - drug therapy
Dogs
Electronic Health Records - statistics & numerical data
Pharmacosurveillance
Practice Patterns, Physicians' - statistics & numerical data
Prescription
Rabbits
Small animal
Surveillance
United Kingdom
title New approaches to pharmacosurveillance for monitoring prescription frequency, diversity, and co-prescription in a large sentinel network of companion animal veterinary practices in the United Kingdom, 2014–2016
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T23%3A00%3A46IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=New%20approaches%20to%20pharmacosurveillance%20for%20monitoring%20prescription%20frequency,%20diversity,%20and%20co-prescription%20in%20a%20large%20sentinel%20network%20of%20companion%20animal%20veterinary%20practices%20in%20the%20United%20Kingdom,%202014%E2%80%932016&rft.jtitle=Preventive%20veterinary%20medicine&rft.au=Singleton,%20D.A&rft.date=2018-11-01&rft.volume=159&rft.spage=153&rft.epage=161&rft.pages=153-161&rft.issn=0167-5877&rft.eissn=1873-1716&rft_id=info:doi/10.1016/j.prevetmed.2018.09.004&rft_dat=%3Cproquest_pubme%3E2119921240%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c501t-8f9bfaa52ec49d0dab71a5061631cf2396c368cb7f919d1ecb9b29305685394d3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2119921240&rft_id=info:pmid/30314778&rfr_iscdi=true