Loading…

Clinical Implications of Numeracy: Theory and Practice

Background Low numeracy is pervasive and constrains informed patient choice, reduces medication compliance, limits access to treatments, impairs risk communication, and affects medical outcomes; therefore, it is incumbent upon providers to minimize its adverse effects. Purpose We provide an overview...

Full description

Saved in:
Bibliographic Details
Published in:Annals of behavioral medicine 2008-06, Vol.35 (3), p.261-274
Main Authors: Nelson, Wendy, Reyna, Valerie F., Fagerlin, Angela, Lipkus, Isaac, Peters, Ellen
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-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713
cites cdi_FETCH-LOGICAL-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713
container_end_page 274
container_issue 3
container_start_page 261
container_title Annals of behavioral medicine
container_volume 35
creator Nelson, Wendy
Reyna, Valerie F.
Fagerlin, Angela
Lipkus, Isaac
Peters, Ellen
description Background Low numeracy is pervasive and constrains informed patient choice, reduces medication compliance, limits access to treatments, impairs risk communication, and affects medical outcomes; therefore, it is incumbent upon providers to minimize its adverse effects. Purpose We provide an overview of research on health numeracy and discuss its implications in clinical contexts. Conclusions Low numeracy cannot be reliably inferred on the basis of patients’ education, intelligence, or other observable characteristics. Objective and subjective assessments of numeracy are available in short forms and could be used to tailor health communication. Low scorers on these assessments are subject to cognitive biases, irrelevant cues (e.g., mood), and sharper temporal discounting. Because prevention of the leading causes of death (e.g., cancer and cardiovascular disease) depends on taking action now to prevent serious consequences later, those low in numeracy are likely to require more explanation of risk to engage in prevention behaviors. Visual displays can be used to make numerical relations more transparent, and different types of displays have different effects (e.g., greater risk avoidance). Ironically, superior quantitative processing seems to be achieved by focusing on qualitative gist and affective meaning, which has important implications for empowering patients to take advantage of the evidence in evidence-based medicine.
doi_str_mv 10.1007/s12160-008-9037-8
format article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3694344</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>69432509</sourcerecordid><originalsourceid>FETCH-LOGICAL-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713</originalsourceid><addsrcrecordid>eNp1kU1Lw0AQhhdRbK3-AC8SPHiL7vduPAhS_CgU9VDPy3a7aVOSbN1NhP57N6RYFTzNMPPMOzO8AJwjeI0gFDcBYcRhCqFMM0hEKg_AEDGCUyoyfgiGUEqSco7wAJyEsIYQEor4MRggyYWgDA8BH5dFXRhdJpNqU8akKVwdEpcnL21lvTbb22S2ss5vE10vkrdYaQpjT8FRrstgz3ZxBN4fH2bj53T6-jQZ309TwwhpUoI5pJJCJERX0EJDwsVCopzluZ5rwbHUwlCMMSPMsDybZ1gKs5DEaiIQGYG7XnfTziu7MLZuvC7VxheV9lvldKF-d-pipZbuUxGeUUJpFLjaCXj30drQqKoIxpalrq1rg-owzGAWwcs_4Nq1vo7PKSxoPIVjEiHUQ8a7ELzNvy9BUHWWqN4SFS1RnSVKxpmLny_sJ3YeRAD3QIitemn9fvP_ql-bIJVO</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>274713623</pqid></control><display><type>article</type><title>Clinical Implications of Numeracy: Theory and Practice</title><source>Oxford Journals Online</source><creator>Nelson, Wendy ; Reyna, Valerie F. ; Fagerlin, Angela ; Lipkus, Isaac ; Peters, Ellen</creator><creatorcontrib>Nelson, Wendy ; Reyna, Valerie F. ; Fagerlin, Angela ; Lipkus, Isaac ; Peters, Ellen</creatorcontrib><description>Background Low numeracy is pervasive and constrains informed patient choice, reduces medication compliance, limits access to treatments, impairs risk communication, and affects medical outcomes; therefore, it is incumbent upon providers to minimize its adverse effects. Purpose We provide an overview of research on health numeracy and discuss its implications in clinical contexts. Conclusions Low numeracy cannot be reliably inferred on the basis of patients’ education, intelligence, or other observable characteristics. Objective and subjective assessments of numeracy are available in short forms and could be used to tailor health communication. Low scorers on these assessments are subject to cognitive biases, irrelevant cues (e.g., mood), and sharper temporal discounting. Because prevention of the leading causes of death (e.g., cancer and cardiovascular disease) depends on taking action now to prevent serious consequences later, those low in numeracy are likely to require more explanation of risk to engage in prevention behaviors. Visual displays can be used to make numerical relations more transparent, and different types of displays have different effects (e.g., greater risk avoidance). Ironically, superior quantitative processing seems to be achieved by focusing on qualitative gist and affective meaning, which has important implications for empowering patients to take advantage of the evidence in evidence-based medicine.</description><identifier>ISSN: 0883-6612</identifier><identifier>EISSN: 1532-4796</identifier><identifier>DOI: 10.1007/s12160-008-9037-8</identifier><identifier>PMID: 18677452</identifier><identifier>CODEN: AMBEEH</identifier><language>eng</language><publisher>New York: Springer-Verlag</publisher><subject>Communication ; Comprehension ; Decision Making ; Educational Status ; Family Medicine ; General Practice ; Health Psychology ; Humans ; Mathematics ; Medicine ; Medicine &amp; Public Health ; Original Article ; Patient Compliance ; Risk Assessment - statistics &amp; numerical data ; Studies</subject><ispartof>Annals of behavioral medicine, 2008-06, Vol.35 (3), p.261-274</ispartof><rights>Springer-Verlag 2008</rights><rights>The Society of Behavioral Medicine 2008</rights><rights>The Society of Behavioral Medicine 2008 2008</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713</citedby><cites>FETCH-LOGICAL-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713</cites></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/18677452$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nelson, Wendy</creatorcontrib><creatorcontrib>Reyna, Valerie F.</creatorcontrib><creatorcontrib>Fagerlin, Angela</creatorcontrib><creatorcontrib>Lipkus, Isaac</creatorcontrib><creatorcontrib>Peters, Ellen</creatorcontrib><title>Clinical Implications of Numeracy: Theory and Practice</title><title>Annals of behavioral medicine</title><addtitle>ann. behav. med</addtitle><addtitle>Ann Behav Med</addtitle><description>Background Low numeracy is pervasive and constrains informed patient choice, reduces medication compliance, limits access to treatments, impairs risk communication, and affects medical outcomes; therefore, it is incumbent upon providers to minimize its adverse effects. Purpose We provide an overview of research on health numeracy and discuss its implications in clinical contexts. Conclusions Low numeracy cannot be reliably inferred on the basis of patients’ education, intelligence, or other observable characteristics. Objective and subjective assessments of numeracy are available in short forms and could be used to tailor health communication. Low scorers on these assessments are subject to cognitive biases, irrelevant cues (e.g., mood), and sharper temporal discounting. Because prevention of the leading causes of death (e.g., cancer and cardiovascular disease) depends on taking action now to prevent serious consequences later, those low in numeracy are likely to require more explanation of risk to engage in prevention behaviors. Visual displays can be used to make numerical relations more transparent, and different types of displays have different effects (e.g., greater risk avoidance). Ironically, superior quantitative processing seems to be achieved by focusing on qualitative gist and affective meaning, which has important implications for empowering patients to take advantage of the evidence in evidence-based medicine.</description><subject>Communication</subject><subject>Comprehension</subject><subject>Decision Making</subject><subject>Educational Status</subject><subject>Family Medicine</subject><subject>General Practice</subject><subject>Health Psychology</subject><subject>Humans</subject><subject>Mathematics</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Original Article</subject><subject>Patient Compliance</subject><subject>Risk Assessment - statistics &amp; numerical data</subject><subject>Studies</subject><issn>0883-6612</issn><issn>1532-4796</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><recordid>eNp1kU1Lw0AQhhdRbK3-AC8SPHiL7vduPAhS_CgU9VDPy3a7aVOSbN1NhP57N6RYFTzNMPPMOzO8AJwjeI0gFDcBYcRhCqFMM0hEKg_AEDGCUyoyfgiGUEqSco7wAJyEsIYQEor4MRggyYWgDA8BH5dFXRhdJpNqU8akKVwdEpcnL21lvTbb22S2ss5vE10vkrdYaQpjT8FRrstgz3ZxBN4fH2bj53T6-jQZ309TwwhpUoI5pJJCJERX0EJDwsVCopzluZ5rwbHUwlCMMSPMsDybZ1gKs5DEaiIQGYG7XnfTziu7MLZuvC7VxheV9lvldKF-d-pipZbuUxGeUUJpFLjaCXj30drQqKoIxpalrq1rg-owzGAWwcs_4Nq1vo7PKSxoPIVjEiHUQ8a7ELzNvy9BUHWWqN4SFS1RnSVKxpmLny_sJ3YeRAD3QIitemn9fvP_ql-bIJVO</recordid><startdate>20080601</startdate><enddate>20080601</enddate><creator>Nelson, Wendy</creator><creator>Reyna, Valerie F.</creator><creator>Fagerlin, Angela</creator><creator>Lipkus, Isaac</creator><creator>Peters, Ellen</creator><general>Springer-Verlag</general><general>Oxford University Press</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20080601</creationdate><title>Clinical Implications of Numeracy: Theory and Practice</title><author>Nelson, Wendy ; Reyna, Valerie F. ; Fagerlin, Angela ; Lipkus, Isaac ; Peters, Ellen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Communication</topic><topic>Comprehension</topic><topic>Decision Making</topic><topic>Educational Status</topic><topic>Family Medicine</topic><topic>General Practice</topic><topic>Health Psychology</topic><topic>Humans</topic><topic>Mathematics</topic><topic>Medicine</topic><topic>Medicine &amp; Public Health</topic><topic>Original Article</topic><topic>Patient Compliance</topic><topic>Risk Assessment - statistics &amp; numerical data</topic><topic>Studies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nelson, Wendy</creatorcontrib><creatorcontrib>Reyna, Valerie F.</creatorcontrib><creatorcontrib>Fagerlin, Angela</creatorcontrib><creatorcontrib>Lipkus, Isaac</creatorcontrib><creatorcontrib>Peters, Ellen</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</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>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Psychology Database</collection><collection>ProQuest research library</collection><collection>Research Library (Corporate)</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 One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Annals of behavioral medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nelson, Wendy</au><au>Reyna, Valerie F.</au><au>Fagerlin, Angela</au><au>Lipkus, Isaac</au><au>Peters, Ellen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Clinical Implications of Numeracy: Theory and Practice</atitle><jtitle>Annals of behavioral medicine</jtitle><stitle>ann. behav. med</stitle><addtitle>Ann Behav Med</addtitle><date>2008-06-01</date><risdate>2008</risdate><volume>35</volume><issue>3</issue><spage>261</spage><epage>274</epage><pages>261-274</pages><issn>0883-6612</issn><eissn>1532-4796</eissn><coden>AMBEEH</coden><abstract>Background Low numeracy is pervasive and constrains informed patient choice, reduces medication compliance, limits access to treatments, impairs risk communication, and affects medical outcomes; therefore, it is incumbent upon providers to minimize its adverse effects. Purpose We provide an overview of research on health numeracy and discuss its implications in clinical contexts. Conclusions Low numeracy cannot be reliably inferred on the basis of patients’ education, intelligence, or other observable characteristics. Objective and subjective assessments of numeracy are available in short forms and could be used to tailor health communication. Low scorers on these assessments are subject to cognitive biases, irrelevant cues (e.g., mood), and sharper temporal discounting. Because prevention of the leading causes of death (e.g., cancer and cardiovascular disease) depends on taking action now to prevent serious consequences later, those low in numeracy are likely to require more explanation of risk to engage in prevention behaviors. Visual displays can be used to make numerical relations more transparent, and different types of displays have different effects (e.g., greater risk avoidance). Ironically, superior quantitative processing seems to be achieved by focusing on qualitative gist and affective meaning, which has important implications for empowering patients to take advantage of the evidence in evidence-based medicine.</abstract><cop>New York</cop><pub>Springer-Verlag</pub><pmid>18677452</pmid><doi>10.1007/s12160-008-9037-8</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0883-6612
ispartof Annals of behavioral medicine, 2008-06, Vol.35 (3), p.261-274
issn 0883-6612
1532-4796
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3694344
source Oxford Journals Online
subjects Communication
Comprehension
Decision Making
Educational Status
Family Medicine
General Practice
Health Psychology
Humans
Mathematics
Medicine
Medicine & Public Health
Original Article
Patient Compliance
Risk Assessment - statistics & numerical data
Studies
title Clinical Implications of Numeracy: Theory and Practice
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T22%3A46%3A03IST&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=Clinical%20Implications%20of%20Numeracy:%20Theory%20and%20Practice&rft.jtitle=Annals%20of%20behavioral%20medicine&rft.au=Nelson,%20Wendy&rft.date=2008-06-01&rft.volume=35&rft.issue=3&rft.spage=261&rft.epage=274&rft.pages=261-274&rft.issn=0883-6612&rft.eissn=1532-4796&rft.coden=AMBEEH&rft_id=info:doi/10.1007/s12160-008-9037-8&rft_dat=%3Cproquest_pubme%3E69432509%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c533t-32604840177c533a7a0367d81f5ffaba7628a7c4222535c5f9b9287cd83ea3713%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=274713623&rft_id=info:pmid/18677452&rfr_iscdi=true