{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T09:06:29Z","timestamp":1784624789534,"version":"3.55.0"},"reference-count":53,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Form Res"],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Burns are common childhood injuries, which can lead to serious physical and psychological outcomes. Appropriate first aid is essential in managing the pain and severity of these injuries; hence, parents who need timely access to such information often seek it from the web. In particular, social media allow them to reach other parents, hence these conversations may provide insight to aid the design and evaluation of burn first aid interventions for parents.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This study aims to determine the feasibility of finding, accessing, and analyzing parent burn first aid conversations on social media to inform intervention research.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>The initial choice of the relevant social media was made based on the results of a parent focus group and survey. We considered Facebook (Meta Platforms, Inc), Mumsnet (Mumsnet Limited), Netmums (Aufeminin Group), Twitter (subsequently rebranded as \u201cX\u201d; X Corp), Reddit (Reddit, Inc), and YouTube (Google LLC). To locate the relevant data on these platforms, we collated a taxonomy of search terms and designed a search strategy. A combination of natural language processing and manual inspection was used to filter out irrelevant data. The remaining data were analyzed manually to determine the length of conversations, the number of participants, the purpose of the initial post (eg, asking for or offering advice), burn types, and distribution of relevant keywords.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Facebook parenting groups were not accessed due to privacy, and public influencer pages yielded scant data. No relevant data were found on Reddit. Data were collected from Mumsnet, Netmums, YouTube, and Twitter. The amount of available data varied across these platforms and through time. Sunburn was identified as a topic across all 4 platforms. Conversations on the parenting forums Mumsnet and Netmums were started predominantly to seek advice (112\/116, 96.6% and 25\/25, 100%, respectively). Conversely, YouTube and Twitter were used mainly to provide advice (362\/328, 94.8% and 126\/197, 64%, respectively). Contact burns and sunburn were the most frequent burn types discussed on Mumsnet (30\/94, 32% and 23\/94, 25%, respectively) and Netmums (2\/25, 8% and 14\/26, 56%, respectively).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>This study provides a suite of bespoke search strategies, tailored to a range of social media platforms, for the extraction and analysis of burn first aid conversation data. Our methodology provides a template for other topics not readily accessible via a specific search term or hashtag. YouTube and Twitter show potential utility in measuring advice offered before and after interventions and extending the reach of messaging. Mumsnet and Netmums present the best opportunity for informing burn first aid intervention design via an in-depth qualitative investigation into parents\u2019 knowledge, attitudes, and behaviors.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/48695","type":"journal-article","created":{"date-parts":[[2024,7,6]],"date-time":"2024-07-06T00:46:36Z","timestamp":1720226796000},"page":"e48695","source":"Crossref","is-referenced-by-count":2,"title":["Assessing the Feasibility of Using Parents\u2019 Social Media Conversations to Inform Burn First Aid Interventions: Mixed Methods Study"],"prefix":"10.2196","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9311-4124","authenticated-orcid":false,"given":"Verity","family":"Bennett","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8132-3885","authenticated-orcid":false,"given":"Irena","family":"Spasi\u0107","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3144-9252","authenticated-orcid":false,"given":"Maxim","family":"Filimonov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9715-2953","authenticated-orcid":false,"given":"Vigneshwaran","family":"Muralidaran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1359-7948","authenticated-orcid":false,"given":"Alison Mary","family":"Kemp","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1776-7489","authenticated-orcid":false,"given":"Stuart","family":"Allen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3262-6588","authenticated-orcid":false,"given":"William John","family":"Watkins","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2024,9,26]]},"reference":[{"key":"ref1","unstructured":"BurnsWorld Health Organization20182023-01-03https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/burns"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2165\/00128071-200304040-00004"},{"issue":"3","key":"ref3","first-page":"155","volume":"23","author":"de Sousa, A","year":"2010","journal-title":"Ann Burns Fire Disasters"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1097\/bcr.0000000000000549"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s12889-021-12296-1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1001\/jama.283.1.69"},{"issue":"1","key":"ref7","first-page":"37","volume":"27","author":"Atiyeh, B","year":"2014","journal-title":"Ann Burns Fire Disasters"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1097\/bcr.0b013e3181e4ca62"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1097\/BCR.0000000000000257"},{"issue":"1163","key":"ref10","first-page":"U199","volume":"115","author":"Skinner, A","year":"2002","journal-title":"N Z Med J"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2011.08.016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2012.12.015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1136\/injuryprev-2017-042650"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2018.09.003"},{"key":"ref15","unstructured":"VarleyASarginsonJYoungABritish burn association first aid position statementBritish Burn Association20182023-01-03https:\/\/www.britishburnassociation.org\/wp-content\/uploads\/2017\/06\/BBA-First-Aid-Guideline-24.9.18.pdf"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2008.10.011"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/s0305-4179(00)00012-7"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s12887-018-1315-4"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.2196\/14289"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.acap.2019.09.009"},{"key":"ref21","first-page":"55","author":"Setyastuti, Y","year":"2019","journal-title":"Libr Philos Pract"},{"key":"ref22","unstructured":"Meet the Millennial ParentsCrowdtap20152023-01-03https:\/\/paradatecnologica.files.wordpress.com\/2016\/02\/millennial_re port_1-22.pdf"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1186\/s12884-016-0971-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2012.10.017"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2013.06.012"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2016.09.017"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1093\/jbcr\/iraa024.325"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2393-14-216"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.7753"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.srhc.2018.05.003"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2196\/14355"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2196\/11344"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.wombi.2018.05.008"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1186\/s13584-016-0093-4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.2196\/13456"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1080\/10410236.2020.1712037"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1080\/10810730.2020.1737761"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.2196\/16427"},{"key":"ref39","unstructured":"Data protection act 2018Government of UK20182023-01-03https:\/\/www.legislation.gov.uk\/ukpga\/2018\/12\/contents\/enacted"},{"key":"ref40","unstructured":"DugganMSmithA6% of online adults are reddit usersPew Internet & American Life Project20132023-01-03https:\/\/www.pewresearch.org\/internet\/2013\/07\/03\/6-of-online-adults-are-reddit-users\/"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2017.08.018"},{"key":"ref42","unstructured":"NCaptureNVivo2024-04-29https:\/\/help-nv.qsrinternational.com\/20\/win\/Content\/ncapture\/ncapture.htm"},{"key":"ref43","unstructured":"NVivo (Version 12 plus)QSR International2024-04-29https:\/\/help-nv.qsrinternational.com\/12\/win\/v12.1.115-d3ea61\/Content\/about-nvivo\/product-editions.htm"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00051"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1301.3781"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.13140\/2.1.2393.1847"},{"key":"ref47","first-page":"993","volume":"3","author":"Blei, DM","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2196\/21252"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/w14-3110"},{"key":"ref50","unstructured":"R Core TeamR: a language and environment for statistical computingR Foundation for Statistical Computing2024-04-29https:\/\/www.gbif.org\/tool\/81287\/r-a-language-and-environment-for-statistical-computing"},{"key":"ref51","unstructured":"DugganMLenhartALampeCEllisonNBParents and social mediaPew Research Center2023-01-03https:\/\/www.pewre search.org\/internet\/2015\/07\/16\/parents-and-social-media\/"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s10826-017-0716-6"},{"key":"ref53","unstructured":"AuxierBAndersonMSocial media use in 2021Pew Research Center2023-01-03https:\/\/www.pewresearch.org\/internet\/2021\/04\/07\/social-media-use-in-2021\/"}],"container-title":["JMIR Formative Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/formative.jmir.org\/2024\/1\/e48695","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T17:29:37Z","timestamp":1782840577000},"score":1,"resource":{"primary":{"URL":"https:\/\/formative.jmir.org\/2024\/1\/e48695"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,26]]},"references-count":53,"URL":"https:\/\/doi.org\/10.2196\/48695","relation":{"has-preprint":[{"id-type":"doi","id":"10.2196\/preprints.48695","asserted-by":"object"}]},"ISSN":["2561-326X"],"issn-type":[{"value":"2561-326X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9,26]]}}}