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Educational Attainment and Childhood-Onset Type 1 Diabetes
Diabetes Care, Volume: 45, Issue: 12, Pages: 2852 - 2861
Swansea University Author:
Jim Rafferty
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DOI (Published version): 10.2337/dc21-0693
Abstract
OBJECTIVETo quantify associations of educational outcomes with type 1 diabetes status and glycemic management (HbA1c).RESEARCH DESIGN AND METHODSThis was a record linkage study of schools and higher (college) education data sets linked to national diabetes audits. The population includes all Welsh c...
Published in: | Diabetes Care |
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ISSN: | 0149-5992 1935-5548 |
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American Diabetes Association
2022
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URI: | https://cronfa.swan.ac.uk/Record/cronfa62129 |
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<?xml version="1.0"?><rfc1807><datestamp>2023-01-09T10:53:01.1492097</datestamp><bib-version>v2</bib-version><id>62129</id><entry>2022-12-06</entry><title>Educational Attainment and Childhood-Onset Type 1 Diabetes</title><swanseaauthors><author><sid>52effe759a718bd36eb12cdd10fe1a09</sid><ORCID>0000-0002-1667-7265</ORCID><firstname>Jim</firstname><surname>Rafferty</surname><name>Jim Rafferty</name><active>true</active><ethesisStudent>false</ethesisStudent></author></swanseaauthors><date>2022-12-06</date><deptcode>HDAT</deptcode><abstract>OBJECTIVETo quantify associations of educational outcomes with type 1 diabetes status and glycemic management (HbA1c).RESEARCH DESIGN AND METHODSThis was a record linkage study of schools and higher (college) education data sets linked to national diabetes audits. The population includes all Welsh children attending school between 2009 and 2016, yielding eight academic cohorts with attainment data, including 263,426 children without diabetes and 1,212 children diagnosed with type 1 diabetes. Outcomes include standardized educational attainment for those aged 16 years, higher education participation for those aged ≥18 years, and school absences among those aged 6–16 years.RESULTSComparison between children with type 1 diabetes and children without diabetes showed no strong evidence of associations for student attainment (0.001 SD, 95% CI −0.047 to 0.049, P < 0.96, n = 1,212 vs. 263,426) or higher education entry rates (odds ratio 1.067, 95% CI 0.919–1.239, P < 0.39, n = 965 vs. 217,191), despite nine more sessions of absence from school annually (P < 0.0001). However, attainment in children in the most optimal HbA1c quintile was substantially better than for children without diabetes (0.267 SD, 95% CI 0.160–0.374, P < 0.001) while being worse than for children without diabetes in the least optimal quintile (−0.395 SD, 95% CI −0.504 to −0.287, P < 0.001). Attainment did not differ by duration of “exposure” to diabetes based on age at diagnosis.CONCLUSIONSDespite more school absences, diabetes diagnosis is not associated with educational attainment or entry into higher education, although attainment does vary by HbA1c level, which may be explained in part (or wholly) by unobserved shared personal, family, or socioeconomic characteristics associated with both success in education and effective glycemic self-management.</abstract><type>Journal Article</type><journal>Diabetes Care</journal><volume>45</volume><journalNumber>12</journalNumber><paginationStart>2852</paginationStart><paginationEnd>2861</paginationEnd><publisher>American Diabetes Association</publisher><placeOfPublication/><isbnPrint/><isbnElectronic/><issnPrint>0149-5992</issnPrint><issnElectronic>1935-5548</issnElectronic><keywords/><publishedDay>1</publishedDay><publishedMonth>12</publishedMonth><publishedYear>2022</publishedYear><publishedDate>2022-12-01</publishedDate><doi>10.2337/dc21-0693</doi><url/><notes/><college>COLLEGE NANME</college><department>Health Data Science</department><CollegeCode>COLLEGE CODE</CollegeCode><DepartmentCode>HDAT</DepartmentCode><institution>Swansea University</institution><apcterm/><funders>This study was funded by the U.K. Medical Research Council MR/N015428/1 and the U.K. Economic and Social Research Council (ES/V017314/1).</funders><projectreference/><lastEdited>2023-01-09T10:53:01.1492097</lastEdited><Created>2022-12-06T14:07:13.3136135</Created><path><level id="1">Faculty of Medicine, Health and Life Sciences</level><level id="2">Swansea University Medical School - Medicine</level></path><authors><author><firstname>Robert</firstname><surname>French</surname><orcid>0000-0002-9064-9721</orcid><order>1</order></author><author><firstname>Dylan</firstname><surname>Kneale</surname><order>2</order></author><author><firstname>Justin T.</firstname><surname>Warner</surname><order>3</order></author><author><firstname>Holly</firstname><surname>Robinson</surname><order>4</order></author><author><firstname>Jim</firstname><surname>Rafferty</surname><orcid>0000-0002-1667-7265</orcid><order>5</order></author><author><firstname>Adrian</firstname><surname>Sayers</surname><order>6</order></author><author><firstname>Peter</firstname><surname>Taylor</surname><order>7</order></author><author><firstname>John W.</firstname><surname>Gregory</surname><order>8</order></author><author><firstname>Colin M.</firstname><surname>Dayan</surname><order>9</order></author></authors><documents><document><filename>62129__26213__26261766b8b149908bdc9c6056ea5ef4.pdf</filename><originalFilename>62129.pdf</originalFilename><uploaded>2023-01-09T10:50:22.1608656</uploaded><type>Output</type><contentLength>770767</contentLength><contentType>application/pdf</contentType><version>Version of Record</version><cronfaStatus>true</cronfaStatus><documentNotes>This is an open access article distributed under the terms of the Creative Commons CC BY license</documentNotes><copyrightCorrect>true</copyrightCorrect><language>eng</language><licence>https://creativecommons.org/licenses/</licence></document></documents><OutputDurs/></rfc1807> |
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2023-01-09T10:53:01.1492097 v2 62129 2022-12-06 Educational Attainment and Childhood-Onset Type 1 Diabetes 52effe759a718bd36eb12cdd10fe1a09 0000-0002-1667-7265 Jim Rafferty Jim Rafferty true false 2022-12-06 HDAT OBJECTIVETo quantify associations of educational outcomes with type 1 diabetes status and glycemic management (HbA1c).RESEARCH DESIGN AND METHODSThis was a record linkage study of schools and higher (college) education data sets linked to national diabetes audits. The population includes all Welsh children attending school between 2009 and 2016, yielding eight academic cohorts with attainment data, including 263,426 children without diabetes and 1,212 children diagnosed with type 1 diabetes. Outcomes include standardized educational attainment for those aged 16 years, higher education participation for those aged ≥18 years, and school absences among those aged 6–16 years.RESULTSComparison between children with type 1 diabetes and children without diabetes showed no strong evidence of associations for student attainment (0.001 SD, 95% CI −0.047 to 0.049, P < 0.96, n = 1,212 vs. 263,426) or higher education entry rates (odds ratio 1.067, 95% CI 0.919–1.239, P < 0.39, n = 965 vs. 217,191), despite nine more sessions of absence from school annually (P < 0.0001). However, attainment in children in the most optimal HbA1c quintile was substantially better than for children without diabetes (0.267 SD, 95% CI 0.160–0.374, P < 0.001) while being worse than for children without diabetes in the least optimal quintile (−0.395 SD, 95% CI −0.504 to −0.287, P < 0.001). Attainment did not differ by duration of “exposure” to diabetes based on age at diagnosis.CONCLUSIONSDespite more school absences, diabetes diagnosis is not associated with educational attainment or entry into higher education, although attainment does vary by HbA1c level, which may be explained in part (or wholly) by unobserved shared personal, family, or socioeconomic characteristics associated with both success in education and effective glycemic self-management. Journal Article Diabetes Care 45 12 2852 2861 American Diabetes Association 0149-5992 1935-5548 1 12 2022 2022-12-01 10.2337/dc21-0693 COLLEGE NANME Health Data Science COLLEGE CODE HDAT Swansea University This study was funded by the U.K. Medical Research Council MR/N015428/1 and the U.K. Economic and Social Research Council (ES/V017314/1). 2023-01-09T10:53:01.1492097 2022-12-06T14:07:13.3136135 Faculty of Medicine, Health and Life Sciences Swansea University Medical School - Medicine Robert French 0000-0002-9064-9721 1 Dylan Kneale 2 Justin T. Warner 3 Holly Robinson 4 Jim Rafferty 0000-0002-1667-7265 5 Adrian Sayers 6 Peter Taylor 7 John W. Gregory 8 Colin M. Dayan 9 62129__26213__26261766b8b149908bdc9c6056ea5ef4.pdf 62129.pdf 2023-01-09T10:50:22.1608656 Output 770767 application/pdf Version of Record true This is an open access article distributed under the terms of the Creative Commons CC BY license true eng https://creativecommons.org/licenses/ |
title |
Educational Attainment and Childhood-Onset Type 1 Diabetes |
spellingShingle |
Educational Attainment and Childhood-Onset Type 1 Diabetes Jim Rafferty |
title_short |
Educational Attainment and Childhood-Onset Type 1 Diabetes |
title_full |
Educational Attainment and Childhood-Onset Type 1 Diabetes |
title_fullStr |
Educational Attainment and Childhood-Onset Type 1 Diabetes |
title_full_unstemmed |
Educational Attainment and Childhood-Onset Type 1 Diabetes |
title_sort |
Educational Attainment and Childhood-Onset Type 1 Diabetes |
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52effe759a718bd36eb12cdd10fe1a09 |
author_id_fullname_str_mv |
52effe759a718bd36eb12cdd10fe1a09_***_Jim Rafferty |
author |
Jim Rafferty |
author2 |
Robert French Dylan Kneale Justin T. Warner Holly Robinson Jim Rafferty Adrian Sayers Peter Taylor John W. Gregory Colin M. Dayan |
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Journal article |
container_title |
Diabetes Care |
container_volume |
45 |
container_issue |
12 |
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2852 |
publishDate |
2022 |
institution |
Swansea University |
issn |
0149-5992 1935-5548 |
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10.2337/dc21-0693 |
publisher |
American Diabetes Association |
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Faculty of Medicine, Health and Life Sciences |
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Faculty of Medicine, Health and Life Sciences |
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Swansea University Medical School - Medicine{{{_:::_}}}Faculty of Medicine, Health and Life Sciences{{{_:::_}}}Swansea University Medical School - Medicine |
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description |
OBJECTIVETo quantify associations of educational outcomes with type 1 diabetes status and glycemic management (HbA1c).RESEARCH DESIGN AND METHODSThis was a record linkage study of schools and higher (college) education data sets linked to national diabetes audits. The population includes all Welsh children attending school between 2009 and 2016, yielding eight academic cohorts with attainment data, including 263,426 children without diabetes and 1,212 children diagnosed with type 1 diabetes. Outcomes include standardized educational attainment for those aged 16 years, higher education participation for those aged ≥18 years, and school absences among those aged 6–16 years.RESULTSComparison between children with type 1 diabetes and children without diabetes showed no strong evidence of associations for student attainment (0.001 SD, 95% CI −0.047 to 0.049, P < 0.96, n = 1,212 vs. 263,426) or higher education entry rates (odds ratio 1.067, 95% CI 0.919–1.239, P < 0.39, n = 965 vs. 217,191), despite nine more sessions of absence from school annually (P < 0.0001). However, attainment in children in the most optimal HbA1c quintile was substantially better than for children without diabetes (0.267 SD, 95% CI 0.160–0.374, P < 0.001) while being worse than for children without diabetes in the least optimal quintile (−0.395 SD, 95% CI −0.504 to −0.287, P < 0.001). Attainment did not differ by duration of “exposure” to diabetes based on age at diagnosis.CONCLUSIONSDespite more school absences, diabetes diagnosis is not associated with educational attainment or entry into higher education, although attainment does vary by HbA1c level, which may be explained in part (or wholly) by unobserved shared personal, family, or socioeconomic characteristics associated with both success in education and effective glycemic self-management. |
published_date |
2022-12-01T04:21:31Z |
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1763754420264239104 |
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11.012678 |