{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,13]],"date-time":"2026-10-13T21:21:21Z","timestamp":1791926481322,"version":"4.3.4"},"reference-count":59,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T00:00:00Z","timestamp":1771891200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T00:00:00Z","timestamp":1771891200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100010269","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["225945\/Z\/22\/Z"],"award-info":[{"award-number":["225945\/Z\/22\/Z"]}],"id":[{"id":"10.13039\/100010269","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100019418","name":"NIHR Maudsley Biomedical Research Centre","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100019418","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009362","name":"South London and Maudsley NHS Foundation Trust","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009362","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009360","name":"King's College London","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009360","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003803","name":"University of Hong Kong","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003803","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Journal of Sleep Research"],"published-print":{"date-parts":[[2026,8]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>\n                    Cognitive models propose that insomnia is maintained in part by selective attention to sleep\u2010related information, yet reaction\u2010time indices alone offer limited mechanistic specificity. We investigated sleep\u2010related attentional bias in adolescents and young adults with insomnia disorder (\n                    <jats:italic>n<\/jats:italic>\n                    \u2009=\u2009201; aged 15\u201324\u2009years; DSM\u20105) using a sleep\u2010related dot\u2010probe task with sleep\u2010related and neutral Cantonese Chinese word pairs. Trial\u2010level responses were analysed with Hierarchical Drift Diffusion Modelling (HDDM) to estimate drift rate (\n                    <jats:italic>v<\/jats:italic>\n                    ), the speed of evidence accumulation for probe response choices and to examine moderation by anxiety symptoms. Drift rates were higher on congruent than incongruent trials (\n                    <jats:italic>q<\/jats:italic>\n                    \u2009=\u20090.036), indicating faster evidence accumulation when the probe appeared in the location of sleep\u2010related words, consistent with sleep\u2010related attentional bias indexed indirectly via probe responses. Higher anxiety was associated with faster drift rates across both trial types (\n                    <jats:italic>q<\/jats:italic>\n                    \u2009=\u20090.023 and\n                    <jats:italic>q<\/jats:italic>\n                    \u2009=\u20090.024), consistent with generalised hyperarousal rather than selective enhancement of sleep\u2010related bias. The congruency\u2009\u00d7\u2009anxiety interaction was not significant (95% HDI [\u22120.10, 0.31]). These findings provide computational evidence consistent with sleep\u2010related attentional bias in young people with insomnia and suggest that comorbid anxiety is associated with broadly increased evidence accumulation rather than cue\u2010specific amplification.\n                  <\/jats:p>","DOI":"10.1111\/jsr.70315","type":"journal-article","created":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T17:22:52Z","timestamp":1772990572000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Sleep\u2010Related Attentional Bias in Insomnia: A Drift Diffusion Model Approach"],"prefix":"10.1111","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1001-7581","authenticated-orcid":false,"given":"Isla Tsz Kwan","family":"Hui","sequence":"first","affiliation":[{"name":"Department of Psychology The University of Hong Kong  Hong Kong Special Administrative Region Hong Kong"},{"name":"Sleep and Brain Plasticity Centre, Department of Neuroimaging Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4887-3081","authenticated-orcid":false,"given":"Tommy Ho\u2010Fung","family":"Chung","sequence":"additional","affiliation":[{"name":"Department of Psychology The University of Hong Kong  Hong Kong Special Administrative Region Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sing\u2010Hang","family":"Cheung","sequence":"additional","affiliation":[{"name":"Department of Psychology The University of Hong Kong  Hong Kong Special Administrative Region Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nazanin","family":"Biabani","sequence":"additional","affiliation":[{"name":"Sleep and Brain Plasticity Centre, Department of Neuroimaging Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Panagis","family":"Drakatos","sequence":"additional","affiliation":[{"name":"Sleep Disorders Centre, Guy's and St Thomas' NHS Foundation Trust  London UK"},{"name":"School of Basic and Medical Biosciences, Faculty of Life Science and Medicine King's College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Romola S.","family":"Bucks","sequence":"additional","affiliation":[{"name":"School of Psychological Science The University of Western Australia  Crawley Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sharon L.","family":"Naismith","sequence":"additional","affiliation":[{"name":"Healthy Brain Ageing Program, the Brain and Mind Centre University of Sydney  Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"O'Regan","sequence":"additional","affiliation":[{"name":"Sleep Disorders Centre, Guy's and St Thomas' NHS Foundation Trust  London UK"},{"name":"School of Basic and Medical Biosciences, Faculty of Life Science and Medicine King's College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Veena","family":"Kumari","sequence":"additional","affiliation":[{"name":"Sleep and Brain Plasticity Centre, Department of Neuroimaging Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London  London UK"},{"name":"Centre for Cognitive and Clinical Neuroscience (CCN) College of Health, Medicine and Life Sciences, Brunel University of London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1968-6220","authenticated-orcid":false,"given":"Dieter","family":"Riemann","sequence":"additional","affiliation":[{"name":"Department of Psychiatry and Psychotherapy, Medical Faculty Freiburg University Medical Center, University of Freiburg  Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Toby","family":"Wise","sequence":"additional","affiliation":[{"name":"Department of Neuroimaging, Institute of Psychiatry Psychology and Neuroscience (IoPPN), King's College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shirley Xin","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Psychology The University of Hong Kong  Hong Kong Special Administrative Region Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ivana","family":"Rosenzweig","sequence":"additional","affiliation":[{"name":"Sleep and Brain Plasticity Centre, Department of Neuroimaging Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London  London UK"},{"name":"Sleep Disorders Centre, Guy's and St Thomas' NHS Foundation Trust  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,2,24]]},"reference":[{"key":"e_1_2_12_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2022.101713"},{"key":"e_1_2_12_3_1","volume-title":"International Classification of Sleep Disorders\u2014Third Edition (ICSD\u20103)","author":"American Academy of Sleep M","year":"2014"},{"key":"e_1_2_12_4_1","doi-asserted-by":"publisher","DOI":"10.1176\/appi.books.9780890425596"},{"key":"e_1_2_12_5_1","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.4240"},{"key":"e_1_2_12_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2022.101738"},{"key":"e_1_2_12_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/0006\u20103223(95)00188\u20103"},{"key":"e_1_2_12_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsmc.2019.10.002"},{"key":"e_1_2_12_9_1","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4101"},{"key":"e_1_2_12_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11136-010-9645-1"},{"key":"e_1_2_12_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2010.09.019"},{"key":"e_1_2_12_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.117678"},{"key":"e_1_2_12_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11682-019-00064-0"},{"key":"e_1_2_12_14_1","doi-asserted-by":"publisher","DOI":"10.1111\/jsr.13928"},{"key":"e_1_2_12_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.celrep.2024.114500"},{"key":"e_1_2_12_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2006.03.002"},{"key":"e_1_2_12_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpsychores.2010.05.005"},{"key":"e_1_2_12_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2011.03.008"},{"key":"e_1_2_12_19_1","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.4172"},{"key":"e_1_2_12_20_1","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1177011136"},{"key":"e_1_2_12_21_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnbeh.2021.613025"},{"key":"e_1_2_12_22_1","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2013.10"},{"key":"e_1_2_12_23_1","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3524"},{"key":"e_1_2_12_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpr.2015.08.001"},{"key":"e_1_2_12_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0005\u20107967(01)00061\u20104"},{"key":"e_1_2_12_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2011.03.029"},{"key":"e_1_2_12_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41386\u2010021\u201001109\u2010z"},{"key":"e_1_2_12_28_1","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2016.1"},{"key":"e_1_2_12_29_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13063\u2010024\u201008090\u20100"},{"key":"e_1_2_12_30_1","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsab072.581"},{"issue":"1","key":"e_1_2_12_31_1","first-page":"8","article-title":"Reliability and Validity of Chinese Version of the Mini International Neuropsychiatric Interview for Children and Adolescents (Child Version)","volume":"25","author":"Liu Y.\u2010X.","year":"2011","journal-title":"Chinese Mental Health Journal"},{"key":"e_1_2_12_32_1","first-page":"312","article-title":"The Hong Kong Cantonese Corpus: Design and Uses","volume":"25","author":"Luke K. K.","year":"2015","journal-title":"Journal of Chinese Linguistics Monograph Series"},{"key":"e_1_2_12_33_1","doi-asserted-by":"publisher","DOI":"10.1037\/0021\u2010843X.95.1.15"},{"key":"e_1_2_12_34_1","doi-asserted-by":"crossref","unstructured":"MacMahon K. M. N. M.Broomfield andC. A.Espie.2006.\u201cAttention Bias for Sleep\u2010Related Stimuli in Primary Insomnia and Delayed Sleep Phase Syndrome Using the Dot\u2010Probe Task\u201d.","DOI":"10.1093\/sleep\/29.11.1420"},{"key":"e_1_2_12_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2013.10.011"},{"issue":"2","key":"e_1_2_12_36_1","first-page":"2","article-title":"Docker: Lightweight Linux Containers for Consistent Development and Deployment","volume":"239","author":"Merkel D.","year":"2014","journal-title":"Linux J"},{"key":"e_1_2_12_37_1","doi-asserted-by":"publisher","DOI":"10.1038\/nrdp.2015.26"},{"key":"e_1_2_12_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsmc.2022.03.003"},{"key":"e_1_2_12_39_1","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/30.7.873"},{"key":"e_1_2_12_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11940\u2010025\u201000847\u20105"},{"key":"e_1_2_12_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nsa.2024.103936"},{"key":"e_1_2_12_42_1","volume-title":"dockerHDDM: A User\u2010Friendly Environment for Bayesian Hierarchical Drift\u2010Diffusion Modeling","author":"Pan W.","year":"2022"},{"key":"e_1_2_12_43_1","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365\u20102869.1997.00045.x"},{"key":"e_1_2_12_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/B0-72-160797-7\/50067-7"},{"key":"e_1_2_12_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2018.09.022"},{"key":"e_1_2_12_46_1","volume-title":"R: A Language and Environment for Statistical Computing","author":"R Core Team","year":"2024"},{"key":"e_1_2_12_47_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.12\u201006\u2010420"},{"key":"e_1_2_12_48_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033\u2010295X.111.2.333"},{"key":"e_1_2_12_49_1","doi-asserted-by":"publisher","DOI":"10.1053\/smrv.1999.0074"},{"key":"e_1_2_12_50_1","doi-asserted-by":"publisher","DOI":"10.1111\/jsr.13604"},{"key":"e_1_2_12_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2009.04.002"},{"key":"e_1_2_12_52_1","first-page":"245","volume-title":"Sleep and Cognition","author":"Rosenzweig I.","year":"2022"},{"key":"e_1_2_12_53_1","volume-title":"E\u2010prime (version 2.0). Computer Software and Manual","author":"Schneider W.","year":"2002"},{"key":"e_1_2_12_54_1","doi-asserted-by":"publisher","DOI":"10.3390\/biom11060823"},{"key":"e_1_2_12_55_1","doi-asserted-by":"publisher","DOI":"10.1152\/physrev.00046.2019"},{"key":"e_1_2_12_56_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2021.12.003"},{"key":"e_1_2_12_57_1","first-page":"111","volume-title":"Progress in Brain Research","author":"Whitney P.","year":"2019"},{"key":"e_1_2_12_58_1","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2013.00014"},{"key":"e_1_2_12_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2011.11.015"},{"key":"e_1_2_12_60_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-0447.1983.tb09716.x"}],"container-title":["Journal of Sleep Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/jsr.70315","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1111\/jsr.70315","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/jsr.70315","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T03:37:22Z","timestamp":1783913842000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jsr.70315"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,24]]},"references-count":59,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2026,8]]}},"alternative-id":["10.1111\/jsr.70315"],"URL":"https:\/\/doi.org\/10.1111\/jsr.70315","archive":["Portico"],"relation":{},"ISSN":["0962-1105","1365-2869"],"issn-type":[{"value":"0962-1105","type":"print"},{"value":"1365-2869","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,24]]},"assertion":[{"value":"2025-08-15","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-02-08","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-02-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70315"}}