{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:44:10Z","timestamp":1785545050608,"version":"3.56.0"},"reference-count":49,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Res Protoc"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Insomnia during pregnancy is a modifiable risk factor for depression. Research in nonpregnant populations and preliminary findings in a pregnant population suggest that targeting insomnia with digital cognitive behavioral therapy for insomnia (CBT-I) may prevent depression.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This study aims to evaluate the efficacy of digital CBT-I for the prevention of depression through 12 months post partum compared to that of a credible, clinically relevant comparator intervention, sleep hygiene education (SHE). This project will also provide valuable information about how and for whom CBT-I prevents perinatal depression.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      The Perinatal Research for Improving Sleep and Mental Health study is a fully remote, 2-arm parallel-group randomized controlled trial designed to test the superiority of digital CBT-I versus SHE for the prevention of perinatal depression. We aimed to randomize a target sample of at least 443 pregnant participants with insomnia disorder to digital CBT-I or SHE at a 1:1 ratio. Participants randomized to digital CBT-I received SleepioRx (Big Health, Inc), which uses sleep consolidation, stimulus control, cognitive therapy, relaxation techniques, and SHE in 6 interactive modules (5\u201015 min each). Participants randomized to SHE received information about sleep hygiene, the impact of sleep on performance, healthy sleep habits, lifestyle influences on sleep, and creating a sleep-friendly bedroom in 6 weekly digital handouts. Data are collected at baseline, 5 weeks after randomization, 10 weeks after randomization, 36 weeks\u2019 gestation, and 3, 6, 9, and 12 months post partum. The primary outcome is depression incidence, measured using the Structured Clinical Interview for\n                      <jats:italic>DSM-5<\/jats:italic>\n                      (\n                      <jats:italic>Diagnostic and Statistical Manual of Mental Disorders<\/jats:italic>\n                      [Fifth Edition]) Disorders, Research Version. Other outcome measures include the Edinburgh Postnatal Depression Scale, Patient Health Questionnaire-9, Columbia Suicide Severity Rating Scale, Generalized Anxiety Disorder Scale, and a birth outcomes questionnaire. Mediator measures include the Insomnia Severity Index, Consensus Sleep Diary, Structured Clinical Interview for Sleep Disorders, Perseverative Thinking Questionnaire, Dysfunctional Beliefs about Sleep Scale, Pre-sleep Arousal Scale, and Difficulties in Emotion Regulation-Short Form.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Data collection began in November 2022 and is projected to end in December 2026.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>If study hypotheses are supported, then this project will provide a new, scalable approach for preventing perinatal depression.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/90969","type":"journal-article","created":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T09:50:07Z","timestamp":1774864207000},"page":"e90969-e90969","source":"Crossref","is-referenced-by-count":0,"title":["Digital Cognitive Behavioral Therapy for Insomnia Versus Sleep Hygiene Education for Prevention of Perinatal Depression: Protocol for a Randomized Clinical Trial"],"prefix":"10.2196","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4598-7836","authenticated-orcid":false,"given":"Jennifer N","family":"Felder","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2422-3471","authenticated-orcid":false,"given":"Patricia J","family":"Moran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0046-1774","authenticated-orcid":false,"given":"Bernadette","family":"McClelland","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5146-5934","authenticated-orcid":false,"given":"Richelle","family":"Mah","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2557-9973","authenticated-orcid":false,"given":"Candance","family":"Sorensen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5074-736X","authenticated-orcid":false,"given":"Carolyn","family":"Ponting","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2856-3185","authenticated-orcid":false,"given":"Nasim C","family":"Sobhani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0998-4352","authenticated-orcid":false,"given":"John","family":"Neuhaus","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6702-781X","authenticated-orcid":false,"given":"Andrew","family":"Krystal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2829-8892","authenticated-orcid":false,"given":"Rachel","family":"Manber","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,5,26]]},"reference":[{"issue":"5 Pt 1","key":"R1","doi-asserted-by":"publisher","first-page":"1071","DOI":"10.1097\/01.AOG.0000183597.31630.db","article-title":"Perinatal depression: a systematic review of prevalence and incidence","volume":"106","author":"Gavin","journal-title":"Obstet Gynecol"},{"issue":"3","key":"R2","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/S2215-0366(16)00003-1","article-title":"Suicide in perinatal and non-perinatal women in contact with psychiatric services: 15 year findings from a UK national inquiry","volume":"3","author":"Khalifeh","journal-title":"Lancet Psychiatry"},{"issue":"9956","key":"R3","doi-asserted-by":"publisher","first-page":"1800","DOI":"10.1016\/S0140-6736(14)61277-0","article-title":"Effects of perinatal mental disorders on the fetus and child","volume":"384","author":"Stein","journal-title":"Lancet"},{"key":"R4","unstructured":"Luca DL Garlow N Staatz C Margiotta C Zivin K . Societal costs of untreated perinatal mood and anxiety disorders in the United States. Mathematica Policy Research; 2019. URL: https:\/\/policycentermmh.org\/app\/uploads\/2024\/05\/IBNationalSocietalCostsUntreatedPMAD.pdf [Accessed 20-04-2026]"},{"issue":"6","key":"R5","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1001\/jama.2018.20865","article-title":"Interventions to prevent perinatal depression: evidence report and systematic review for the US Preventive Services Task Force","volume":"321","author":"O\u2019Connor","journal-title":"JAMA"},{"issue":"1-3","key":"R6","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.jad.2011.01.011","article-title":"Insomnia as a predictor of depression: a meta-analytic evaluation of longitudinal epidemiological studies","volume":"135","author":"Baglioni","journal-title":"J Affect Disord"},{"issue":"6","key":"R7","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1080\/15402002.2016.1266488","article-title":"Poor sleep quality, psychological distress, and the buffering effect of mindfulness training during pregnancy","volume":"16","author":"Felder","journal-title":"Behav Sleep Med"},{"issue":"8","key":"R8","doi-asserted-by":"publisher","first-page":"1237","DOI":"10.5665\/sleep.4900","article-title":"Trajectories of sleep quality and associations with mood during the perinatal period","volume":"38","author":"Tomfohr","journal-title":"Sleep"},{"issue":"8","key":"R9","doi-asserted-by":"publisher","first-page":"1110","DOI":"10.4088\/JCP.15m10427","article-title":"Prospective longitudinal study of predictors of postpartum-onset depression in women with a history of major depressive disorder","volume":"78","author":"Suri","journal-title":"J Clin Psychiatry"},{"issue":"5","key":"R10","doi-asserted-by":"publisher","first-page":"484","DOI":"10.1001\/jamapsychiatry.2019.4491","article-title":"Efficacy of digital cognitive behavioral therapy for the treatment of insomnia symptoms among pregnant women: a randomized clinical trial","volume":"77","author":"Felder","journal-title":"JAMA Psychiatry"},{"issue":"5","key":"R11","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1097\/AOG.0000000000003216","article-title":"Cognitive behavioral therapy for prenatal insomnia: a randomized controlled trial","volume":"133","author":"Manber","journal-title":"Obstet Gynecol"},{"key":"R12","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2020.03.016","article-title":"A randomized controlled trial of digital cognitive behavioral therapy for insomnia in pregnant women","volume":"72","author":"Kalmbach","journal-title":"Sleep Med"},{"issue":"2","key":"R13","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsab280","article-title":"Randomized controlled trial of digital cognitive behavior therapy for prenatal insomnia symptoms: effects on postpartum insomnia and mental health","volume":"45","author":"Felder","journal-title":"Sleep"},{"issue":"10","key":"R14","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsz150","article-title":"Depression prevention via digital cognitive behavioral therapy for insomnia: a randomized controlled trial","volume":"42","author":"Cheng","journal-title":"Sleep"},{"key":"R15","unstructured":"Prendeville W . Epidemiology of miscarriage. In: Grudzinskas JG O\u2019Brien PMS , editors. Problems in Early Pregnancy: Advances in Diagnosis and Management. RCOG Press; 1998. ISBN: 978-1900364010"},{"key":"R16","unstructured":"Anderson M . Mobile technology and home broadband 2019. Pew Research Center; Jun 2019. URL: https:\/\/www.pewresearch.org\/internet\/wp-content\/uploads\/sites\/9\/2019\/06\/PI_2019.06.13_Mobile-Technology-and-Home-Broadband_FINAL2.pdf [Accessed 20-04-2026]"},{"issue":"5","key":"R17","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1093\/sleep\/34.5.601","article-title":"The Insomnia Severity Index: psychometric indicators to detect insomnia cases and evaluate treatment response","volume":"34","author":"Morin","journal-title":"Sleep"},{"issue":"2","key":"R18","doi-asserted-by":"publisher","first-page":"125","DOI":"10.7326\/M15-2175","article-title":"Management of chronic insomnia disorder in adults: a clinical practice guideline from the American College of Physicians","volume":"165","author":"Qaseem","journal-title":"Ann Intern Med"},{"issue":"1","key":"R19","doi-asserted-by":"publisher","DOI":"10.1093\/sleepadvances\/zpac006","article-title":"DSM-5 insomnia disorder in pregnancy: associations with depression, suicidal ideation, and cognitive and somatic arousal, and identifying clinical cutoffs for detection","volume":"3","author":"Kalmbach","journal-title":"Sleep Adv"},{"issue":"3","key":"R20","doi-asserted-by":"publisher","first-page":"459","DOI":"10.5664\/jcsm.7000","article-title":"Reliability of the structured clinical interview for DSM-5 sleep disorders module","volume":"14","author":"Taylor","journal-title":"J Clin Sleep Med"},{"key":"R21","unstructured":"First MB JbW W Karg RS Spitzer RL . Structured Clinical Interview for DSM-5\u2014Research Version (SCID-5 for DSM-5, Research Version; SCID-5-RV). American Psychiatric Association; 2015."},{"issue":"4","key":"R22","doi-asserted-by":"publisher","first-page":"389","DOI":"10.5664\/jcsm.2030","article-title":"Development of a pregnancy-specific screening tool for sleep apnea","volume":"8","author":"Facco","journal-title":"J Clin Sleep Med"},{"issue":"4","key":"R23","first-page":"76","volume":"36","author":"Moss","journal-title":"Behav Ther (N Y N Y)"},{"issue":"6","key":"R24","doi-asserted-by":"publisher","first-page":"787","DOI":"10.1080\/15402002.2019.1688153","article-title":"Pregnant patient perceptions of provider detection and treatment of insomnia","volume":"18","author":"Felder","journal-title":"Behav Sleep Med"},{"issue":"4","key":"R25","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsx019","article-title":"Cognitive behavioral insomnia therapy for those with insomnia and depression: a randomized controlled clinical trial","volume":"40","author":"Carney","journal-title":"Sleep"},{"issue":"5","key":"R26","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1001\/jama.2025.4486","article-title":"SPIRIT 2025 statement: updated guideline for protocols of randomized trials","volume":"334","author":"Chan","journal-title":"JAMA"},{"key":"R27","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.150.6.782","article-title":"Detection of postnatal depression. Development of the 10-item Edinburgh Postnatal Depression Scale","volume":"150","author":"Cox","journal-title":"Br J Psychiatry"},{"issue":"6","key":"R28","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1007\/s00737-006-0152-x","article-title":"Variability in use of cut-off scores and formats on the Edinburgh Postnatal Depression Scale: implications for clinical and research practice","volume":"9","author":"Matthey","journal-title":"Arch Womens Ment Health"},{"issue":"2","key":"R29","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1080\/02646839008403615","article-title":"Screening for depression during pregnancy with the Edinburgh Depression Scale (EDDS)","volume":"8","author":"Murray","journal-title":"J Reprod Infant Psychol"},{"issue":"95-105","key":"R30","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.jad.2015.01.044","article-title":"Validation studies of the Edinburgh Postnatal Depression Scale for the antenatal period","volume":"176","author":"Kozinszky","journal-title":"J Affect Disord"},{"issue":"9","key":"R31","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1046\/j.1525-1497.2001.016009606.x","article-title":"The PHQ-9: validity of a brief depression severity measure","volume":"16","author":"Kroenke","journal-title":"J Gen Intern Med"},{"issue":"195-200","key":"R32","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/j.jad.2016.11.020","article-title":"Poor sleep quality, antepartum depression and suicidal ideation among pregnant women","volume":"209","author":"Gelaye","journal-title":"J Affect Disord"},{"key":"R33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2019.01.027","article-title":"Insomnia late in pregnancy is associated with perinatal anxiety: a longitudinal cohort study","volume":"248","author":"Osnes","journal-title":"J Affect Disord"},{"key":"R34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2019.02.064","article-title":"Biological and psychosocial predictors of anxiety worsening in the postpartum period: a longitudinal study","volume":"250","author":"Furtado","journal-title":"J Affect Disord"},{"issue":"12","key":"R35","doi-asserted-by":"publisher","first-page":"1266","DOI":"10.1176\/appi.ajp.2011.10111704","article-title":"The Columbia-Suicide Severity Rating Scale: initial validity and internal consistency findings from three multisite studies with adolescents and adults","volume":"168","author":"Posner","journal-title":"Am J Psychiatry"},{"issue":"10","key":"R36","doi-asserted-by":"publisher","first-page":"1092","DOI":"10.1001\/archinte.166.10.1092","article-title":"A brief measure for assessing generalized anxiety disorder: the GAD-7","volume":"166","author":"Spitzer","journal-title":"Arch Intern Med"},{"issue":"8","key":"R37","doi-asserted-by":"publisher","first-page":"434","DOI":"10.1177\/070674371405900806","article-title":"Comparative efficacy of the generalized anxiety disorder 7-item scale and the Edinburgh Postnatal Depression Scale as screening tools for generalized anxiety disorder in pregnancy and the postpartum period","volume":"59","author":"Simpson","journal-title":"Can J Psychiatry"},{"issue":"4","key":"R38","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/s1389-9457(00)00065-4","article-title":"Validation of the Insomnia Severity Index as an outcome measure for insomnia research","volume":"2","author":"Bastien","journal-title":"Sleep Med"},{"issue":"2","key":"R39","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1080\/15402002.2016.1173556","article-title":"Psychometric properties of the consensus sleep diary in those with insomnia disorder","volume":"16","author":"Maich","journal-title":"Behav Sleep Med"},{"key":"R40","unstructured":"Cohen J . Statistical Power Analysis for the Behavior Sciences. 2nd ed. Lawrence Erlbaum Associates; 1988. ISBN: 0-8058-0283-5"},{"key":"R41","doi-asserted-by":"crossref","unstructured":"Diggle PJ Heagerty PJ Liang KY Zeger SL . Analysis of Longitudinal Data. Second edition ed. Oxford University Press; 2002. ISBN: 9780198524847","DOI":"10.1093\/oso\/9780198524847.001.0001"},{"issue":"4","key":"R42","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1002\/sim.3491","article-title":"Sample size calculations for evaluating mediation","volume":"28","author":"Vittinghoff","journal-title":"Stat Med"},{"issue":"1","key":"R43","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1002\/sim.2980","article-title":"Sample size and optimal design for logistic regression with binary interaction","volume":"27","author":"Demidenko","journal-title":"Stat Med"},{"issue":"4","key":"R44","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1093\/her\/cyg139","article-title":"Innovative techniques to address retention in a behavioral weight-loss trial","volume":"20","author":"Goldberg","journal-title":"Health Educ Res"},{"key":"R45","doi-asserted-by":"publisher","DOI":"10.1016\/j.cct.2023.107425","article-title":"Viewpoint: challenges and strategies for engaging participants in videoconferencing appointments","volume":"137","author":"McClelland","journal-title":"Contemp Clin Trials"},{"key":"R46","unstructured":"McCulloch CE Models M Neuhaus JM . Generalized, Linear, and Mixed Models. Second ed. Wiley; 2008. ISBN: 978-0-470-07371-1"},{"key":"R47","doi-asserted-by":"crossref","unstructured":"Vittinghoff E Glidden DV Shiboski SC McCulloch CE . Regression Models in Biostatistics. Second Edition ed. Springer; 2012. ISBN: 978-1-4614-1352-3","DOI":"10.1007\/978-1-4614-1353-0_1"},{"issue":"5","key":"R48","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1111\/j.1467-9868.2006.00570.x","article-title":"Separating between- and within-cluster covariate effects by using conditional and partitioning methods","volume":"68","author":"Neuhaus","journal-title":"J R Stat Soc Series B Stat Methodol"},{"issue":"4","key":"R49","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1001\/jamainternmed.2018.7729","article-title":"Implementing the USPSTF recommendations on prevention of perinatal depression-opportunities and challenges","volume":"179","author":"Felder","journal-title":"JAMA Intern Med"}],"container-title":["JMIR Research Protocols"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.researchprotocols.org\/2026\/1\/e90969","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T22:24:16Z","timestamp":1785536656000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.researchprotocols.org\/2026\/1\/e90969"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,26]]},"references-count":49,"URL":"https:\/\/doi.org\/10.2196\/90969","relation":{},"ISSN":["1929-0748"],"issn-type":[{"value":"1929-0748","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,26]]},"article-number":"v15i5 Pt 1e90969"}}