Anthes, 2016, Mental health: there's an app for that, Nature, 532, 20, 10.1038/532020a
Behar, 2013, A review of current sleep screening applications for smartphones, Physiol. Meas., 34, R29, 10.1088/0967-3334/34/7/R29
Benedetti, 2008, A length polymorphism in the circadian clock gene Per3 influences age at onset of bipolar disorder, Neurosci. Lett., 445, 184, 10.1016/j.neulet.2008.09.002
Bidargaddi, 2017, Digital footprints: facilitating large-scale environmental psychiatric research in naturalistic settings through data from everyday technologies, Mol. Psychiatr., 22, 164, 10.1038/mp.2016.224
Brainard, 1988, Dose-Response relationship between light irradiance and the suppression of plasma melatonin in human volunteers, Brain Res., 454, 212, 10.1016/0006-8993(88)90820-7
Cajochen, 2011, Evening exposure to a light-emitting diodes (LED)-backlit computer screen affects circadian physiology and cognitive performance, J. Appl. Physiol., 110, 1432, 10.1152/japplphysiol.00165.2011
Carter, 2016, Association between portable screen-based media device access or use and sleep outcomes a systematic review and meta-analysis, JAMA Pediatr., 170, 1202, 10.1001/jamapediatrics.2016.2341
Chang, 2015, Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness, Proc. Natl. Acad. Sci., 112, 1232, 10.1073/pnas.1418490112
Chen, 2013, Unobtrusive sleep monitoring using smartphones, 145
Costa, 2010, Shift work and cancer - considerations on rationale, mechanisms, and epidemiology, Scand. J. Work. Environ. Health, 36, 163, 10.5271/sjweh.2899
Czeisler, 2013, Perspective: casting light on sleep deficiency, Nature, 497, S13, 10.1038/497S13a
De Souza, 2014, The midpoint of sleep on working days: a measure for chronodisruption and its association to individuals' well-being, Chronobiol. Int., 32, 341, 10.3109/07420528.2014.979941
Dijk, 2013, Why do we sleep so late?, J. Sleep Res., 22, 605, 10.1111/jsr.12111
Erren, 2010, Shift work, cancer and "white-box" epidemiology: association and causation, Epidemiol. Perspect. Innovat., 7, 11, 10.1186/1742-5573-7-11
Eugenia, 2014, Disruption of circadian rhythmicity – an exploratory study in Poland, Pers. Indiv. Differ., 66, 098, 10.1016/j.paid.2014.03.007
Frank, 2000, Interpersonal and social rhythm therapy: managing the chaos of bipolar disorder, Biol. Psychiatry, 48, 593, 10.1016/S0006-3223(00)00969-0
Hale, 2015, Screen time and sleep among school-aged children and adolescents: a systematic literature review, Sleep Med. Rev., 21, 50, 10.1016/j.smrv.2014.07.007
Hao, 2013, iSleep: unobtrusive sleep quality monitoring using smartphones, 01
Horne, 1976, A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms, Int. J. Chronobiol., 4, 097
Insel, 2017, Digital phenotyping: technology for a new science of behavior, J. Am. Med. Assoc., 318, 1215, 10.1001/jama.2017.11295
Jain, 2015, The digital phenotype, Nat. Biotechnol., 33, 462, 10.1038/nbt.3223
Jankowski, 2017, Social jet lag: sleep-corrected formula, Chronobiol. Int., 34, 531, 10.1080/07420528.2017.1299162
Kantermann, 2015, Comparing the morningness-eveningness questionnaire and Munich ChronoType questionnaire to the dim light melatonin onset, J. Biol. Rhythm., 30, 449, 10.1177/0748730415597520
Khalsa, 2003, A phase response curve to single bright light pulses in human subjects, J. Physiol., 549, 945, 10.1113/jphysiol.2003.040477
Koskenvuo, 2007, Heritability of diurnal type: a nationwide study of 8753 adult twin pairs, J. Sleep Res., 16, 156, 10.1111/j.1365-2869.2007.00580.x
Krystal, 2012, Eszopiclone treatment for insomnia: effect size comparisons in patients with primary insomnia and insomnia with medical and psychiatric comorbidity, Prim. Care Companion CNS Disord., 14
Lin, 2017, Parametric mediational g-formula approach to mediation analysis with time-varying exposures, mediators, and confounders, Epidemiology, 28, 266, 10.1097/EDE.0000000000000609
Lin, 2017, Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders, Stat. Med., 36, 4153, 10.1002/sim.7426
Lin, 2013, Association between morningness-eveningness and the severity of compulsive Internet use: the moderating role of gender and parenting style, Sleep Med., 14, 1398, 10.1016/j.sleep.2013.06.015
Lin, 2017, Incorporation of mobile application (app) measures into the diagnosis of smartphone addiction, J. Clin. Psychiatr., 78, 866, 10.4088/JCP.15m10310
Lin, 2015, Time distortion associated with smartphone addiction: identifying smartphone addiction via a mobile application (App), J. Psychiatr. Res., 65, 139, 10.1016/j.jpsychires.2015.04.003
Lin, 2017, To use or not to use? Compulsive behavior and its role in smartphone addiction, Transl. Psychiatry, 7, 10.1038/tp.2017.1
Markowetz, 2014, Psycho-informatics: big Data shaping modern psychometrics, Med. Hypotheses, 82, 405, 10.1016/j.mehy.2013.11.030
Mcintyre, 1989, Human melatonin suppression by light is intensity dependent, J. Pineal Res., 6, 149, 10.1111/j.1600-079X.1989.tb00412.x
Montag, 2016, Toward psychoinformatics: computer science meets psychology, Comput. Math. Methods Med., 2016, 10, 10.1155/2016/2983685
Montag, 2015, The importance of analogue zeitgebers to reduce digital addictive tendencies in the 21st century, 23
Naismith, 2014, Delayed circadian phase is linked to glutamatergic functions in young people with affective disorders: a proton magnetic resonance spectroscopy study, BMC Psychiatry, 14, 345, 10.1186/s12888-014-0345-1
Nimrod, 2015, Early birds and night owls: differences in media preferences, usages, and environments, Int. J. Commun., 9, 133
Onnela, 2016, Harnessing smartphone-based digital phenotyping to enhance behavioral and mental health, Neuropsychopharmacology, 41, 1691, 10.1038/npp.2016.7
Paine, 2006, The epidemiology of morningness/eveningness: influence of age, gender, ethnicity, and socioeconomic factors in adults (30-49 years), J. Biol. Rhythm., 21, 68, 10.1177/0748730405283154
Peirson, 2015, Sleep and circadian rhythm disruption in psychosis
Roenneberg, 2007, Epidemiology of the human circadian clock, Sleep Med. Rev., 11, 429, 10.1016/j.smrv.2007.07.005
Roenneberg, 2003, Life between clocks: daily temporal patterns of human chronotypes, J. Biol. Rhythm., 18, 80, 10.1177/0748730402239679
Straif, 2007, Carcinogenicity of shift-work, painting, and fire-fighting, Lancet Oncol., 8, 1065, 10.1016/S1470-2045(07)70373-X
Touitou, 2013, Adolescent sleep misalignment: a chronic jet lag and a matter of public health, J. Physiol. Paris, 107, 323, 10.1016/j.jphysparis.2013.03.008
VanderWeele, 2017, Mediation analysis with time varying exposures and mediators, J. Roy. Stat. Soc. B Stat. Methodol., 79, 917, 10.1111/rssb.12194
Wittmann, 2006, Social jetlag: misalignment of biological and social time, Chronobiol. Int., 23, 497, 10.1080/07420520500545979
Yarkoni, 2012, Psychoinformatics: new horizons at the interface of the psychological and computing sciences, Curr. Dir. Psychol. Sci., 21, 391, 10.1177/0963721412457362
Zavada, 2005, Comparison of the Munich chronotype questionnaire with the horne-ostberg's morningness-eveningness score, Chronobiol. Int., 22, 267, 10.1081/CBI-200053536
Zeitzer, 2000, Sensitivity of the human circadian pacemaker to nocturnal light: melatonin phase resetting and suppression, J. Physiol., 526 Pt 3, 695, 10.1111/j.1469-7793.2000.00695.x
Zheng, 2017