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eHEALS: The eHealth Literacy Scale
Electronic health resources are helpful only when people are able to use them, yet there remain few tools available to assess consumers' capacity for engaging in eHealth. Over 40% of US and Canadian adults have low basic literacy levels, suggesting that eHealth resources are likely to be inacce...
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Published in: | Journal of medical Internet research 2006-11, Vol.8 (4), p.e27-e27 |
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description | Electronic health resources are helpful only when people are able to use them, yet there remain few tools available to assess consumers' capacity for engaging in eHealth. Over 40% of US and Canadian adults have low basic literacy levels, suggesting that eHealth resources are likely to be inaccessible to large segments of the population. Using information technology for health requires eHealth literacy-the ability to read, use computers, search for information, understand health information, and put it into context. The eHealth Literacy Scale (eHEALS) was designed (1) to assess consumers' perceived skills at using information technology for health and (2) to aid in determining the fit between eHealth programs and consumers.
The eHEALS is an 8-item measure of eHealth literacy developed to measure consumers' combined knowledge, comfort, and perceived skills at finding, evaluating, and applying electronic health information to health problems. The objective of the study was to psychometrically evaluate the properties of the eHEALS within a population context. A youth population was chosen as the focus for the initial development primarily because they have high levels of eHealth use and familiarity with information technology tools.
Data were collected at baseline, post-intervention, and 3- and 6-month follow-up using control group data as part of a single session, randomized intervention trial evaluating Web-based eHealth programs. Scale reliability was tested using item analysis for internal consistency (coefficient alpha) and test-retest reliability estimates. Principal components factor analysis was used to determine the theoretical fit of the measures with the data.
A total of 664 participants (370 boys; 294 girls) aged 13 to 21 (mean = 14.95; SD = 1.24) completed the eHEALS at four time points over 6 months. Item analysis was performed on the 8-item scale at baseline, producing a tight fitting scale with alpha = .88. Item-scale correlations ranged from r = .51 to .76. Test-retest reliability showed modest stability over time from baseline to 6-month follow-up (r = .68 to .40). Principal components analysis produced a single factor solution (56% of variance). Factor loadings ranged from .60 to .84 among the 8 items.
The eHEALS reliably and consistently captures the eHealth literacy concept in repeated administrations, showing promise as tool for assessing consumer comfort and skill in using information technology for health. Within a clinical environment, |
doi_str_mv | 10.2196/jmir.8.4.e27 |
format | article |
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The eHEALS is an 8-item measure of eHealth literacy developed to measure consumers' combined knowledge, comfort, and perceived skills at finding, evaluating, and applying electronic health information to health problems. The objective of the study was to psychometrically evaluate the properties of the eHEALS within a population context. A youth population was chosen as the focus for the initial development primarily because they have high levels of eHealth use and familiarity with information technology tools.
Data were collected at baseline, post-intervention, and 3- and 6-month follow-up using control group data as part of a single session, randomized intervention trial evaluating Web-based eHealth programs. Scale reliability was tested using item analysis for internal consistency (coefficient alpha) and test-retest reliability estimates. Principal components factor analysis was used to determine the theoretical fit of the measures with the data.
A total of 664 participants (370 boys; 294 girls) aged 13 to 21 (mean = 14.95; SD = 1.24) completed the eHEALS at four time points over 6 months. Item analysis was performed on the 8-item scale at baseline, producing a tight fitting scale with alpha = .88. Item-scale correlations ranged from r = .51 to .76. Test-retest reliability showed modest stability over time from baseline to 6-month follow-up (r = .68 to .40). Principal components analysis produced a single factor solution (56% of variance). Factor loadings ranged from .60 to .84 among the 8 items.
The eHEALS reliably and consistently captures the eHealth literacy concept in repeated administrations, showing promise as tool for assessing consumer comfort and skill in using information technology for health. Within a clinical environment, the eHEALS has the potential to serve as a means of identifying those who may or may not benefit from referrals to an eHealth intervention or resource. Further research needs to examine the applicability of the eHEALS to other populations and settings while exploring the relationship between eHealth literacy and health care outcomes.</description><identifier>ISSN: 1438-8871</identifier><identifier>EISSN: 1438-8871</identifier><identifier>DOI: 10.2196/jmir.8.4.e27</identifier><identifier>PMID: 17213046</identifier><language>eng</language><publisher>Canada: Gunther Eysenbach</publisher><subject>Adolescent ; Adolescent Health Services - organization & administration ; Adult ; Canada ; Computer Literacy ; Consumer Behavior - statistics & numerical data ; eHEALS ; Factor Analysis, Statistical ; Female ; Health care ; Health Education - methods ; Health Knowledge, Attitudes, Practice ; Health Promotion - methods ; Humans ; Information Dissemination ; Literacy ; Male ; Medical informatics ; Original Paper ; Pilot Projects ; Psychometrics ; Reproducibility of Results ; Surveys and Questionnaires</subject><ispartof>Journal of medical Internet research, 2006-11, Vol.8 (4), p.e27-e27</ispartof><rights>Cameron D. Norman, Harvey A. Skinner. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 14.11.2006. Except where otherwise noted, articles published in the Journal of Medical Internet Research are distributed under the terms of the Creative Commons Attribution License (http://www.creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited, including full bibliographic details and the URL (see "please cite as" above), and this statement is included. 2006</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c413t-7d6f596596d614257428237f72b1712d6d4bf6d9e6c3de55789a2babe13469823</citedby><cites>FETCH-LOGICAL-c413t-7d6f596596d614257428237f72b1712d6d4bf6d9e6c3de55789a2babe13469823</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC1794004/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC1794004/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,33612,33907,34136,37013,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/17213046$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Norman, Cameron D</creatorcontrib><creatorcontrib>Skinner, Harvey A</creatorcontrib><title>eHEALS: The eHealth Literacy Scale</title><title>Journal of medical Internet research</title><addtitle>J Med Internet Res</addtitle><description>Electronic health resources are helpful only when people are able to use them, yet there remain few tools available to assess consumers' capacity for engaging in eHealth. Over 40% of US and Canadian adults have low basic literacy levels, suggesting that eHealth resources are likely to be inaccessible to large segments of the population. Using information technology for health requires eHealth literacy-the ability to read, use computers, search for information, understand health information, and put it into context. The eHealth Literacy Scale (eHEALS) was designed (1) to assess consumers' perceived skills at using information technology for health and (2) to aid in determining the fit between eHealth programs and consumers.
The eHEALS is an 8-item measure of eHealth literacy developed to measure consumers' combined knowledge, comfort, and perceived skills at finding, evaluating, and applying electronic health information to health problems. The objective of the study was to psychometrically evaluate the properties of the eHEALS within a population context. A youth population was chosen as the focus for the initial development primarily because they have high levels of eHealth use and familiarity with information technology tools.
Data were collected at baseline, post-intervention, and 3- and 6-month follow-up using control group data as part of a single session, randomized intervention trial evaluating Web-based eHealth programs. Scale reliability was tested using item analysis for internal consistency (coefficient alpha) and test-retest reliability estimates. Principal components factor analysis was used to determine the theoretical fit of the measures with the data.
A total of 664 participants (370 boys; 294 girls) aged 13 to 21 (mean = 14.95; SD = 1.24) completed the eHEALS at four time points over 6 months. Item analysis was performed on the 8-item scale at baseline, producing a tight fitting scale with alpha = .88. Item-scale correlations ranged from r = .51 to .76. Test-retest reliability showed modest stability over time from baseline to 6-month follow-up (r = .68 to .40). Principal components analysis produced a single factor solution (56% of variance). Factor loadings ranged from .60 to .84 among the 8 items.
The eHEALS reliably and consistently captures the eHealth literacy concept in repeated administrations, showing promise as tool for assessing consumer comfort and skill in using information technology for health. Within a clinical environment, the eHEALS has the potential to serve as a means of identifying those who may or may not benefit from referrals to an eHealth intervention or resource. Further research needs to examine the applicability of the eHEALS to other populations and settings while exploring the relationship between eHealth literacy and health care outcomes.</description><subject>Adolescent</subject><subject>Adolescent Health Services - organization & administration</subject><subject>Adult</subject><subject>Canada</subject><subject>Computer Literacy</subject><subject>Consumer Behavior - statistics & numerical data</subject><subject>eHEALS</subject><subject>Factor Analysis, Statistical</subject><subject>Female</subject><subject>Health care</subject><subject>Health Education - methods</subject><subject>Health Knowledge, Attitudes, Practice</subject><subject>Health Promotion - methods</subject><subject>Humans</subject><subject>Information Dissemination</subject><subject>Literacy</subject><subject>Male</subject><subject>Medical informatics</subject><subject>Original Paper</subject><subject>Pilot Projects</subject><subject>Psychometrics</subject><subject>Reproducibility of Results</subject><subject>Surveys and Questionnaires</subject><issn>1438-8871</issn><issn>1438-8871</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><sourceid>F2A</sourceid><recordid>eNqFkE1Lw0AQhhdRbK3ePEvx4MnEnc1mPzwIpVQrBDy0npdNMrEpSVN3U6H_3pQWrSdhYAbm4WXmIeQaaMhAi4dlXbpQhTxEJk9IH3ikAqUknB7NPXLh_ZJSRrmGc9IDySCiXPTJLU4no2T2OJwvcIhTtFW7GCZli85m2-EssxVekrPCVh6vDn1A3p8n8_E0SN5eXsejJMg4RG0gc1HEWnSVC-AslpwpFslCshQksFzkPC1ErlFkUY5xLJW2LLUpQsSF7tABedrnrjdpjXmGq9bZyqxdWVu3NY0tzd_NqlyYj-bLgNScUt4F3B0CXPO5Qd-auvQZVpVdYbPxRiimgUvxLxhLobkQtAPv92DmGu8dFj_XADU7-2Zn3yjDTWe_w2-OP_iFD7qjb41lfsw</recordid><startdate>20061114</startdate><enddate>20061114</enddate><creator>Norman, Cameron D</creator><creator>Skinner, Harvey A</creator><general>Gunther Eysenbach</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>E3H</scope><scope>F2A</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20061114</creationdate><title>eHEALS: The eHealth Literacy Scale</title><author>Norman, Cameron D ; Skinner, Harvey A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c413t-7d6f596596d614257428237f72b1712d6d4bf6d9e6c3de55789a2babe13469823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Adolescent</topic><topic>Adolescent Health Services - organization & administration</topic><topic>Adult</topic><topic>Canada</topic><topic>Computer Literacy</topic><topic>Consumer Behavior - statistics & numerical data</topic><topic>eHEALS</topic><topic>Factor Analysis, Statistical</topic><topic>Female</topic><topic>Health care</topic><topic>Health Education - methods</topic><topic>Health Knowledge, Attitudes, Practice</topic><topic>Health Promotion - methods</topic><topic>Humans</topic><topic>Information Dissemination</topic><topic>Literacy</topic><topic>Male</topic><topic>Medical informatics</topic><topic>Original Paper</topic><topic>Pilot Projects</topic><topic>Psychometrics</topic><topic>Reproducibility of Results</topic><topic>Surveys and Questionnaires</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Norman, Cameron D</creatorcontrib><creatorcontrib>Skinner, Harvey A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Library & Information Sciences Abstracts (LISA)</collection><collection>Library & Information Science Abstracts (LISA)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of medical Internet research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Norman, Cameron D</au><au>Skinner, Harvey A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>eHEALS: The eHealth Literacy Scale</atitle><jtitle>Journal of medical Internet research</jtitle><addtitle>J Med Internet Res</addtitle><date>2006-11-14</date><risdate>2006</risdate><volume>8</volume><issue>4</issue><spage>e27</spage><epage>e27</epage><pages>e27-e27</pages><issn>1438-8871</issn><eissn>1438-8871</eissn><abstract>Electronic health resources are helpful only when people are able to use them, yet there remain few tools available to assess consumers' capacity for engaging in eHealth. Over 40% of US and Canadian adults have low basic literacy levels, suggesting that eHealth resources are likely to be inaccessible to large segments of the population. Using information technology for health requires eHealth literacy-the ability to read, use computers, search for information, understand health information, and put it into context. The eHealth Literacy Scale (eHEALS) was designed (1) to assess consumers' perceived skills at using information technology for health and (2) to aid in determining the fit between eHealth programs and consumers.
The eHEALS is an 8-item measure of eHealth literacy developed to measure consumers' combined knowledge, comfort, and perceived skills at finding, evaluating, and applying electronic health information to health problems. The objective of the study was to psychometrically evaluate the properties of the eHEALS within a population context. A youth population was chosen as the focus for the initial development primarily because they have high levels of eHealth use and familiarity with information technology tools.
Data were collected at baseline, post-intervention, and 3- and 6-month follow-up using control group data as part of a single session, randomized intervention trial evaluating Web-based eHealth programs. Scale reliability was tested using item analysis for internal consistency (coefficient alpha) and test-retest reliability estimates. Principal components factor analysis was used to determine the theoretical fit of the measures with the data.
A total of 664 participants (370 boys; 294 girls) aged 13 to 21 (mean = 14.95; SD = 1.24) completed the eHEALS at four time points over 6 months. Item analysis was performed on the 8-item scale at baseline, producing a tight fitting scale with alpha = .88. Item-scale correlations ranged from r = .51 to .76. Test-retest reliability showed modest stability over time from baseline to 6-month follow-up (r = .68 to .40). Principal components analysis produced a single factor solution (56% of variance). Factor loadings ranged from .60 to .84 among the 8 items.
The eHEALS reliably and consistently captures the eHealth literacy concept in repeated administrations, showing promise as tool for assessing consumer comfort and skill in using information technology for health. Within a clinical environment, the eHEALS has the potential to serve as a means of identifying those who may or may not benefit from referrals to an eHealth intervention or resource. Further research needs to examine the applicability of the eHEALS to other populations and settings while exploring the relationship between eHealth literacy and health care outcomes.</abstract><cop>Canada</cop><pub>Gunther Eysenbach</pub><pmid>17213046</pmid><doi>10.2196/jmir.8.4.e27</doi><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adolescent Health Services - organization & administration Adult Canada Computer Literacy Consumer Behavior - statistics & numerical data eHEALS Factor Analysis, Statistical Female Health care Health Education - methods Health Knowledge, Attitudes, Practice Health Promotion - methods Humans Information Dissemination Literacy Male Medical informatics Original Paper Pilot Projects Psychometrics Reproducibility of Results Surveys and Questionnaires |
title | eHEALS: The eHealth Literacy Scale |
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