Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness.
Open accessAbstract
In the past 50 y, there has been a decline in average sleep duration and quality, with adverse consequences on general health. A representative survey of 1,508 American adults recently revealed that 90% of Americans used some type of electronics at least a few nights per week within 1 h before bedtime. Mounting evidence from countries around the world shows the negative impact of such technology use on sleep. This negative impact on sleep may be due to the short-wavelength-enriched light emitted by these electronic devices, given that artificial-light exposure has been shown experimentally to produce alerting effects, suppress melatonin, and phase-shift the biological clock. A few reports have shown that these devices suppress melatonin levels, but little is known about the effects on circadian phase or the following sleep episode, exposing a substantial gap in our knowledge of how this increasingly popular technology affects sleep. Here we compare the biological effects of reading an electronic book on a light-emitting device (LE-eBook) with reading a printed book in the hours before bedtime. Participants reading an LE-eBook took longer to fall asleep and had reduced evening sleepiness, reduced melatonin secretion, later timing of their circadian clock, and reduced next-morning alertness than when reading a printed book. These results demonstrate that evening exposure to an LE-eBook phase-delays the circadian clock, acutely suppresses melatonin, and has important implications for understanding the impact of such technologies on sleep, performance, health, and safety.
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Claims the paper makes
18 of 46 cited sources checked · 10 supported · 0 flagged · accuracy not yet measured
- Interpretationcitation§ Discussion · p. 3
The spectral composition of the LE-eBook light may explain why the melatonin-suppressing and phase-shifting response was greater than predicted for this moderately low light level.
“The spectral composition of the light emitted by the LE-eBook may explain why the magnitude of the melatonin-suppressing and phase-shifting response observed was greater than would be predicted for this moderately low level of light (3).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [3] Zeitzer JM, Dijk DJ, Kronauer R, Brown E, Czeisler C (2000) Sensitivity of the human circadian pacemaker to nocturnal light: Melatonin phase resetting and suppression. J Physiol 526(Pt 3):695 -702. source
- Premisecitation§ Discussion · p. 3
The 4-h evening reading sessions are likely within the range of screen time exposure experienced by millions of Americans each evening, given that the average U.S. teenager spends 7.5 h per day on recreational media plus homework involving light-emitting screens.
“the 4-h exposure interval used in this study is likely in the range of screen time exposure experienced by millions of Americans each evening.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [36] Gradisar M, et al. (2013) The sleep and technology use of Americans: Findings from the National Sleep Foundation ' s 2011 Sleep in America poll. J Clin Sleep Med 9(12): 1291 -1299. source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Interpretationcitation§ Discussion · p. 2
Such circadian misalignment is likely to lead to chronic sleep deficiency.
“Induction of such misalignment of circadian phase is likely to lead to chronic sleep deficiency (1).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [1] Czeisler CA (2013) Perspective: Casting light on sleep deficiency. Nature 497(7450): S13. source
- Premisecitation§ Discussion · p. 3
In humans, evening exposure to short-wavelength monochromatic light induces greater circadian and alerting responses than the same number of photons of longer-wavelength monochromatic light, even when the shorter-wavelength light has lower photopic lux.
“In humans, exposure to short-wavelength monochromatic light in the evening has been shown to induce greater circadian and alerting responses than exposure to the same number of photons of longer-wavelength monochromatic light (17 -19, 28 -34), even though the shorter-wavelength light may have a much lower illuminance level when measured in photopic lux (35).”
Quote in the paperSubstantial claim3 of 10 sources checked- cites [17] Chellappa SL, et al. (2011) Non-visual effects of light on melatonin, alertness and cognitive performance: Can blue-enriched light keep us alert? PLoS ONE 6(1):e16429. source
The Introduction and Discussion report stronger circadian and alerting effects from shorter-wavelength light in humans. But the Methods (Lighting settings; no page given) describe a comparison of polychromatic lamps at approximately equal photopic illuminance, not monochromatic lights with equal photon counts and lower photopic lux for the shorter wavelength. The paper therefore supports the wavelength-dependent response, but not the specific comparison or illuminance claim attributed to it. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [18] Cajochen C, et al. (2011) Evening exposure to a light-emitting diodes (LED)-backlit computer screen affects circadian physiology and cognitive performance. J Appl Physiol (1985) 110(5):1432 -1438. source
- cites [19] Cajochen C, et al. (2005) High sensitivity of human melatonin, alertness, thermoregulation, and heart rate to short wavelength light. J Clin Endocrinol Metab 90(3): 1311 -1316. source
- cites [28] Wood B, Rea MS, Plitnick B, Figueiro MG (2013) Light level and duration of exposure determine the impact of self-luminous tablets on melatonin suppression. Appl Ergon 44(2):237 -240. source
- cites [29] Brainard GC, et al. (2001) Action spectrum for melatonin regulation in humans: Evidence for a novel circadian photoreceptor. J Neurosci 21(16):6405 -6412. sourceExperimental — accuracy not yet measured
- cites [30] Thapan K, Arendt J, Skene DJ (2001) An action spectrum for melatonin suppression: Evidence for a novel non-rod, non-cone photoreceptor system in humans. J Physiol 535(Pt 1):261 -267. source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [31] Lockley SW, Brainard GC, Czeisler CA (2003) High sensitivity of the human circadian melatonin rhythm to resetting by short wavelength light. J Clin Endocrinol Metab 88(9):4502 -4505. source
- cites [32] Lockley SW, et al. (2006) Short-wavelength sensitivity for the direct effects of light on alertness, vigilance, and the waking electroencephalogram in humans. Sleep 29(2): 161 -168. source
- cites [33] Münch M, et al. (2006) Wavelength-dependent effects of evening light exposure on sleep architecture and sleep EEG power density in men. Am J Physiol Regul Integr Comp Physiol 290(5):R1421 -R1428. source
- cites [34] Santhi N, et al. (2012) The spectral composition of evening light and individual differences in the suppression of melatonin and delay of sleep in humans. J Pineal Res 53(1):47 -59. source
- Interpretationcitation§ Discussion · p. 2
Melatonin suppression by evening light may be a mechanism by which light acutely increases alertness, as seen in this study and previous reports.
“Suppression of melatonin by exposure to evening light may be an underlying mechanism by which light acutely increases alertness, as seen in the present study and in previous reports (14 -19).”
Quote in the paperSubstantial claim3 of 6 sources checked- cites [14] Perrin F, et al. (2004) Nonvisual responses to light exposure in the human brain during the circadian night. Curr Biol 14(20):1842 -1846. source
- cites [15] Figueiro MG, Bullough JD, Bierman A, Fay CR, Rea MS (2007) On light as an alerting stimulus at night. Acta Neurobiol Exp (Wars) 67(2):171 -178. source
- cites [16] Revell VL, Barrett DC, Schlangen LJ, Skene DJ (2010) Predicting human nocturnal nonvisual responses to monochromatic and polychromatic light with a melanopsin photosensitivity function. Chronobiol Int 27(9 -10):1762 -1777. source
The Abstract (p. 4) reports that subjective alertness increased during nocturnal light exposure and that the study measured melatonin suppression. It does not establish that melatonin suppression mediates the alerting effect; the Abstract (p. 4) and Discussion (p. 16) instead note differences between the two responses across light conditions. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [17] Chellappa SL, et al. (2011) Non-visual effects of light on melatonin, alertness and cognitive performance: Can blue-enriched light keep us alert? PLoS ONE 6(1):e16429. source
- cites [18] Cajochen C, et al. (2011) Evening exposure to a light-emitting diodes (LED)-backlit computer screen affects circadian physiology and cognitive performance. J Appl Physiol (1985) 110(5):1432 -1438. source
- cites [19] Cajochen C, et al. (2005) High sensitivity of human melatonin, alertness, thermoregulation, and heart rate to short wavelength light. J Clin Endocrinol Metab 90(3): 1311 -1316. source
- Findingown data§ Significance · p. 2
The following morning, self-reported sleepiness was reversed: participants felt sleepier after the LE-eBook condition than after the print-book condition (P < 0.001).
“The following morning, however, the results for self-reported sleepiness were reversed, with participants feeling sleepier the morning after reading an LE-eBook the prior evening ( P < 0.001; Fig. 3 D ).”
Quote in the paperSubstantial claim - Findingown data§ Significance · p. 2
Participants had significantly less REM sleep after the LE-eBook condition than after the print-book condition (109.04 ± 26.25 min vs. 120.86 ± 25.32 min; P = 0.03).
“Participants also had significantly less rapid eye movement (REM) sleep following the LE-eBook condition (109.04 ± 26.25 min vs. 120.86 ± 25.32 min in the print-book condition; P = 0.03; Fig. 3 B and C ), reflecting a lower average rate of accumulation of REM sleep during sleep (Fig. 3 B ).”
Quote in the paperSubstantial claim - Findingown data§ Significance · p. 2
In the LE-eBook condition, participants took nearly 10 min longer to fall asleep than in the print-book condition (25.65 ± 18.78 min vs. 15.75 ± 13.09 min; P = 0.009).
“In the LE-eBook condition, participants averaged nearly 10 min longer to fall asleep than in the print-book condition (mean ± SD, 25.65 ± 18.78 min vs. 15.75 ± 13.09 min; P = 0.009; mixed model; Fig. 3 A ).”
Quote in the paperSubstantial claim - Findingown data§ Significance · p. 2
It took participants hours longer to fully wake up and reach the same alertness level after the LE-eBook condition than after the printed book condition.
“Furthermore, not only did they awaken feeling sleepier, it took them hours longer to fully ' wake up ' and attain the same level of alertness than in the printed book condition.”
Quote in the paperSubstantial claim - Findingown data§ Significance · p. 2
Dim light melatonin onset was more than 1.5 h later after the LE-eBook condition (22:31 ± 0:42) than after the print-book condition (21:01 ± 0:49; P < 0.001).
“Dim light melatonin onset was > 1.5 h later on the day following the LE-eBook condition (22:31 ± 0:42) than in the print-book condition (21:01 ± 0:49; P < 0.001; Fig. 2 C and D ).”
Quote in the paperSubstantial claim - Findingown data§ Discussion · p. 4
In this study, sleep latency was 10 minutes shorter after reading a printed book than after reading an LE-eBook.
“The 10-min-shorter sleep latency after the print-book condition compared with sleep latency after the LE-eBook condition is similar to the effect size of eszopiclone treatment on sleep latency in patients with primary insomnia (37).”
Quote in the paperSubstantial claim - Premisecitation§ Discussion · p. 3
Most spontaneous awakenings occur out of REM sleep.
“Because most spontaneous awakenings occur out of REM sleep (26, 27), this reduction in REM sleep in the LE-eBook condition may have also impacted sleepiness upon awakening.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [26] Czeisler CA, Weitzman Ed, Moore-Ede MC, Zimmerman JC, Knauer RS (1980) Human sleep: Its duration and organization depend on its circadian phase. Science 210(4475): 1264 -1267. source
- cites [27] Weitzman ED, Czeisler CA, Zimmerman JC, Ronda JM (1980) The timing of REM sleep and its relation to spontaneous awakening during temporal isolation in man. Sleep Res 9:280.
Not checked in the free run.
- Interpretationreasoning§ Discussion · p. 3
The effects of the LE-eBook on next-morning sleepiness cannot be due to the acute effects of light from the previous evening.
“The effects of the LE-eBook on sleepiness the following morning, however, cannot be due to the acute effects of light observed the previous evening.”
Quote in the paperSubstantial claim - Premisecitation§ Discussion · p. 3
The majority of REM sleep occurs in the latter portion of the sleep episode, closer to wake time.
“Given that the majority of REM sleep occurs in the latter portion of the sleep episode (25) (i.e., closer to wake time), participants had significantly less REM sleep in the LE-eBook condition.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Czeisler CA, Zimmerman JC, Ronda JM, Moore-Ede MC, Weitzman ED (1980) Timing of REM sleep is coupled to the circadian rhythm of body temperature in man. Sleep 2(3):329 -346. source
- Interpretationown data§ Discussion · p. 2
The circadian-phase delay, marked by the endogenous melatonin rhythm, probably also contributed to the delayed sleep onset after LE-eBook reading.
“The circadian-phase delay, as marked by the endogenous melatonin rhythm, probably also contributed to the delay of sleep onset that occurred after study participants were reading the LE-eBook.”
Quote in the paperSubstantial claim - Interpretationreasoning§ Discussion · p. 3
The difference in REM sleep between conditions may have contributed to the difference in morning sleepiness ratings.
“The difference in REM sleep between the conditions may have contributed to the difference in morning sleepiness ratings.”
Quote in the paperNot a substantial claim - Interpretationcitation§ Discussion · p. 3
Because most spontaneous awakenings occur out of REM sleep, the reduction in REM sleep in the LE-eBook condition may have also affected sleepiness upon awakening.
“Because most spontaneous awakenings occur out of REM sleep (26, 27), this reduction in REM sleep in the LE-eBook condition may have also impacted sleepiness upon awakening.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [26] Czeisler CA, Weitzman Ed, Moore-Ede MC, Zimmerman JC, Knauer RS (1980) Human sleep: Its duration and organization depend on its circadian phase. Science 210(4475): 1264 -1267. source
- cites [27] Weitzman ED, Czeisler CA, Zimmerman JC, Ronda JM (1980) The timing of REM sleep and its relation to spontaneous awakening during temporal isolation in man. Sleep Res 9:280.
Not checked in the free run.
- Interpretationreasoning§ Discussion · p. 2
Because the scheduled bedtime was fixed at 10:00 PM to ensure an 8-h sleep opportunity, the results likely underestimate the impact of pre-bedtime device use on self-selected sleep timing and duration.
“Thus, these results likely underestimate the impact that use of these devices in the hours before bedtime has on self-selected sleep timing and duration.”
Quote in the paperSubstantial claim - Study design and conductnone given§ Discussion · p. 3
The light levels in the morning were identical for both reading conditions.
“Individuals were sleepier the morning after reading in the LE-eBook condition than after reading a printed book the evening before; however, the light levels in the morning were identical for both reading conditions.”
Quote in the paperSubstantial claim - Interpretationown data§ Discussion · p. 2
Reading an LE-eBook before bedtime likely has unintended biological consequences that may adversely affect performance, health, and safety.
“These results indicate that reading an LE-eBook in the hours before bedtime likely has unintended biological consequences that may adversely impact performance, health, and safety.”
Quote in the paperSubstantial claim - Premisecitation§ Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness · p. 1
Light exposure in the biological evening or night acutely increases alertness.
“Light exposure in the biological evening/night also acutely increases alertness (7, 8), but not much is known about its impact on alertness the following day.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [7] Cajochen C, Zeitzer JM, Czeisler CA, Dijk DJ (2000) Dose-response relationship for light intensity and ocular and electroencephalographic correlates of human alertness. Behav Brain Res 115(1):75 -83. source
- cites [8] Cajochen C (2007) Alerting effects of light. Sleep Med Rev 11(6):453 -464. source
- Interpretationcitation§ Discussion · p. 4
The 10-minute difference in sleep latency between the print-book and LE-eBook conditions is similar in size to the effect of eszopiclone on sleep latency in patients with primary insomnia.
“The 10-min-shorter sleep latency after the print-book condition compared with sleep latency after the LE-eBook condition is similar to the effect size of eszopiclone treatment on sleep latency in patients with primary insomnia (37).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Krystal AD, et al. (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(4). source
- Rests on an assumption: The effect size of eszopiclone on sleep latency in patients with primary insomnia is comparable to the effect of LE-eBook versus print book on sleep latency in young healthy adults.
- Interpretationreasoning§ Discussion · p. 4
The study's findings indicate that electric light exposure between dusk and bedtime has profound biological effects.
“Our findings provide evidence that the electric light to which we are exposed between dusk and bedtime has profound biological effects.”
Quote in the paperSubstantial claim- Rests on an assumption: The light exposure from the LE-eBook at maximum brightness in the study is representative of typical evening use of light-emitting electronic devices.
- Interpretationreasoning§ Discussion · p. 3
The difference in sleep latency is unlikely to account for the effect on alertness observed 8 h later.
“Indeed, it did take longer for participants to fall asleep after the LE-eBook condition, but there was no difference in average sleep duration and the magnitude of the difference in sleep latency is unlikely to account for the effect on alertness observed 8 h later.”
Quote in the paperSubstantial claim - Interpretationown data§ Discussion · p. 4
Using a light-emitting electronic device before bedtime can significantly affect sleep, alertness, and the circadian clock.
“This study demonstrates that use of a light-emitting electronic device in the hours before bedtime can have significant impact on sleep, alertness, and the circadian clock.”
Quote in the paperSubstantial claim- Rests on an assumption: The light exposure from the LE-eBook at maximum brightness in the study is representative of typical evening use of light-emitting electronic devices.
- May combine two claims. 21
- Classified as probably not a substantial claim. 18
- The quote only partly states this claim. 3
May combine two claims.
Premisecitation§ Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness · p. 1In humans, evening and early-night light exposure, even at low intensity, suppresses melatonin release and shifts the circadian clock later, making it harder to fall asleep at night.
“In humans, exposure to light in the evening and early part of the night, even at low intensity, suppresses the release of the sleep-facilitating hormone melatonin (3 -5) and shifts the circadian clock to a later time (3, 6), both of which make it more difficult to fall asleep at night.”
Quote in the paperSubstantial claim2 of 4 sources checked- cites [3] Zeitzer JM, Dijk DJ, Kronauer R, Brown E, Czeisler C (2000) Sensitivity of the human circadian pacemaker to nocturnal light: Melatonin phase resetting and suppression. J Physiol 526(Pt 3):695 -702. source
- cites [4] McIntyre IM, Norman TR, Burrows GD, Armstrong SM (1989) Human melatonin suppression by light is intensity dependent. J Pineal Res 6(2):149 -156. source
- cites [5] Brainard GC, et al. (1988) Dose-response relationship between light irradiance and the suppression of plasma melatonin in human volunteers. Brain Res 454(1-2):212 -218. source
- cites [6] Khalsa SBS, Jewett ME, Cajochen C, Czeisler CA (2003) A phase response curve to single bright light pulses in human subjects. J Physiol 549(Pt 3):945 -952. source
The Abstract and Results (pages not provided) report that bright-light exposure caused phase delays when timed before the core body temperature minimum; the Discussion also suggests small phase-shifting effects of dim light. The paper does not establish that low-intensity evening light suppresses melatonin release or makes it harder to fall asleep. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Discussion · p. 3Lux is an inappropriate measure for estimating light's impact on melatonin suppression, circadian-phase shifting, and other non-image-forming retinal effects.
“For this reason, it has recently been proposed that lux is an inappropriate measure for estimation of the impact of light on melatonin suppression, circadian-phase shifting, and other non -imageforming effects of retinal light exposure (35).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [35] Lucas RJ, et al. (2014) Measuring and using light in the melanopsin age. Trends Neurosci 37(1):1 -9. source
May combine two claims.
Premisecitation§ Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness · p. 1Using light-emitting devices just before bedtime is a concern because light is the strongest environmental signal affecting the human circadian clock and may help perpetuate insufficient sleep.
“The use of light-emitting devices immediately before bedtime is a concern because light is the most potent environmental signal that impacts the human circadian clock and may therefore play a role in perpetuating sleep deficiency (1).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [1] Czeisler CA (2013) Perspective: Casting light on sleep deficiency. Nature 497(7450): S13. source
Classified as probably not a substantial claim.
Premisecitation§ Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness · p. 1The circadian-timing system synchronizes many internal physiological and biochemical processes, including the daily rhythm of sleep propensity, to external environmental time cues.
“The circadian-timing system synchronizes numerous internal physiological and biochemical processes, including the daily rhythm of sleep propensity (2), to external environmental time cues.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [2] Dijk DJ, Czeisler CA (1995) Contribution of the circadian pacemaker and the sleep homeostat to sleep propensity, sleep structure, electroencephalographic slow waves, and sleep spindle activity in humans. J Neurosci 15(5 Pt 1):3526 -3538. source
May combine two claims.
Premisecitation§ Discussion · p. 2Recent evidence links chronic melatonin suppression by nocturnal light exposure to increased risk of breast, colorectal, and advanced prostate cancer associated with night-shift work, which WHO has classified as a probable carcinogen.
“The results of this study are of particular concern, given recent evidence linking chronic suppression of melatonin secretion by nocturnal light exposure with the increased risk of breast, colorectal, and advanced prostate cancer associated with night-shift work (for review, see ref. 10), which has now been classified as a probable carcinogen by the World Health Organization (11, 12).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [10] Costa G, Haus E, Stevens R (2010) Shift work and cancer - considerations on rationale, mechanisms, and epidemiology. Scand J Work Environ Health 36(2):163 -179. source
The “Shift work and cancer” section reports moderately increased breast-cancer risk after prolonged shift work, more limited observations for colorectal and prostate cancers, and IARC’s classification of shift work involving circadian disruption as probably carcinogenic (page unavailable). “Concluding remarks” links light-at-night melatonin suppression to breast cancer and possibly prostate cancer, but the copy does not establish that mechanism for colorectal cancer or specify advanced prostate cancer. The WHO-classification clause has separate citations in the citing sentence. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [11] Straif K, et al. (2007) Carcinogenicity of shift-work, painting, and fire-fighting. Lancet Oncol 8(12):1065 -1066. source
- cites [12] Erren TC (2010) Shift work, cancer and ' white-box ' epidemiology: Association and causation. Epidemiol Perspect Innov 7:11. source
The Discussion (pages not provided) describes nocturnal light as suppressing melatonin and reports increased breast-cancer risk in shift workers and findings compatible with increased prostate-cancer risk. It does not report a colorectal-cancer association or distinguish advanced prostate cancer, and it cautions that the observed risks may not reflect a real association with chronodisruption. The probable-carcinogen classification is attributed to other references in the citing sentence. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitation§ Materials and Methods · p. 5The Karolinska Sleepiness Scale is a 9-point Likert scale with valid point values, where odd numbers have descriptions from 1 (extremely alert) to 9 (extremely sleepy).
“The KSS is a 9-point Likert scale with all numbers having valid point values, but only the odd numbers have descriptions: 1 representing ' extremely alert, ' 3 representing ' alert, ' 5 representing ' neither alert nor sleepy, ' and 9 representing ' extremely sleepy ' (9, 41).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [9] Åkerstedt T, Gillberg M (1990) Subjective and objective sleepiness in the active individual. Int J Neurosci 52(1 -2):29 -37. source
- cites [41] Gillberg M, Kecklund G, Åkerstedt T (1994) Relations between performance and subjective ratings of sleepiness during a night awake. Sleep 17(3):236 -241. source
The Methods (p. 2) describe the KSS as a nine-point scale from 1 (“very alert”) to 9 (“very sleepy, fighting sleep, an effort to keep awake”), with verbal descriptions at every second point. Our copy does not give the descriptions for points 3 and 5, so those specific labels in the citing sentence are not verified. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Discussion · p. 2Other studies have not found a relationship between alertness and melatonin levels during light exposure, or have shown light-induced alertness changes during the day when melatonin is low or undetectable.
“Other studies, however, have not found a relationship between alertness and melatonin levels during light exposure (20, 21) or have shown changes in alertness induced by light exposure during the day, when melatonin levels are at low or undetectable levels (22 -24).”
Quote in the paperNot a substantial claim1 of 5 sources checked- cites [20] Dollins AB, Lynch HJ, Wurtman RJ, Deng MH, Lieberman HR (1993) Effects of illumination on human nocturnal serum melatonin levels and performance. Physiol Behav 53(1):153 -160. source
- cites [21] Chang AM, Scheer FA, Czeisler CA, Aeschbach D (2013) Direct effects of light on alertness, vigilance, and the waking electroencephalogram in humans depend on prior light history. Sleep 36(8):1239 -1246. source
- cites [22] Phipps-Nelson J, Redman JR, Dijk DJ, Rajaratnam SM (2003) Daytime exposure to bright light, as compared to dim light, decreases sleepiness and improves psychomotor vigilance performance. Sleep 26(6):695 -700. source
- cites [23] Rüger M, Gordijn MC, Beersma DG, de Vries B, Daan S (2006) Time-of-day-dependent effects of bright light exposure on human psychophysiology: Comparison of daytime and nighttime exposure. AmJPhysiol Regul Integr Comp Physiol 290(5):R1413 -R1420. source
- cites [24] Vandewalle G, et al. (2006) Daytime light exposure dynamically enhances brain responses. Curr Biol 16(16):1616 -1621. source
May combine two claims.
Findingown data§ Significance · p. 2The LE-eBook condition suppressed evening melatonin by 55.12 ± 20.12%, while the print-book condition showed no suppression (-18.77 ± 39.57%) on the fifth night (P < 0.001).
“The LE-e-book condition suppressed evening levels of melatonin by 55.12 ± 20.12%, whereas the print-book condition showed no suppression ( -18.77 ± 39.57%) as measured during the fifth night ( P < 0.001; Fig. 2 A and B ).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Significance · p. 2Reading the LE-eBook was associated with decreased evening sleepiness; an hour before bedtime, participants rated themselves less sleepy (P < 0.01) and had less EEG delta/theta power (1.0-7.5 Hz) in the LE-eBook condition.
“Reading the LE-eBook was associated with decreased sleepiness in the evening. An hour before bedtime, study participants rated themselves as less sleepy ( P < 0.01; Fig. 3 D ), and their EEG showed less power within the delta/theta frequency range (1.0 -7.5 Hz; Fig. 3 D and E ) in the LE-eBook condition.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown data§ Significance · p. 2Measurements from several other light-emitting devices are also enriched for short-wavelength light.
“As shown in Table S1, measurements from several other lightemitting devices are also enriched for short-wavelength light.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Significance · p. 2There was no difference between the LE-eBook and print-book conditions in total sleep time, sleep efficiency, or duration of non-REM sleep (stages 1-3).
“There was no difference between conditions in TST, sleep efficiency, or the duration of non-REM sleep (stages 1 -3; Fig. 3 C ) in the sleep episode, which were scheduled for eight hours each.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Significance · p. 2Light from the LE-eBook is short-wavelength-enriched, peaking at 452 nm in the blue range, compared with broad-spectrum white light peaking at 612 nm.
“Light from the LE-eBook is short-wavelength -enriched, with a peak at 452 nm in the blue light range, compared with broad-spectrum light (white light), with a peak at 612 nm.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone given§ Materials and Methods · p. 4Twelve young healthy adults (six women, six men; mean age 24.92 ± 2.87 years) completed the 14-day in-patient protocol.
“Twelve young healthy adults completed the 14-d in-patient study protocol (six females and six males; mean age ± SD: 24.92 ± 2.87).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Materials and Methods · p. 4The LE-eBook's peak irradiance is about 450 nm, while the reflected light from the printed book peaks at 612 nm.
“The peak irradiance for the LE-eBook eReader is ∼ 450 nm and for the reflected light is 612 nm.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown data§ Materials and Methods · p. 5Under dim room light, the LE-eBook at maximum brightness produced much higher photopic and melanopic illuminance than the printed book.
“LE-eBook | 31.73 | 31.64 | 31.03 | 31.68 | 31.84 | 30.69”
- Also stated in: § Materials and Methods · p. 5 · plain
“Print book* | 0.91 | 0.45 | 0.65 | 0.68 | 0.81 | 0.92”
Quote in the paperSubstantial claim- Also stated in: § Materials and Methods · p. 5 · plain
May combine two claims.
Interpretationown data§ Discussion · p. 2The decreased evening sleepiness and longer sleep latency in the LE-eBook condition are likely due to both an acute alerting effect of light and a circadian timing delay.
“The decreased sleepiness before bedtime and longer sleep latency we observed in the LE-eBook condition is likely due to both an acute alerting effect of light and a delay of the circadian timing system.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductreasoning§ Discussion · p. 4The study did not include a longer-wavelength light-emitting device for comparison, so the findings may be due to differences in irradiance rather than spectral composition.
“Lastly, although the short-wavelength light from the LEeBook may have been responsible for the effects reported here, this study did not include a light-emitting device with longer wavelength for comparison, so our findings may be due to the difference in irradiance level rather than spectral composition.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationcitation§ Discussion · p. 3The change in REM sleep timing likely represents a delay in the circadian rhythm of REM sleep propensity, which coincides temporally with the sleep propensity rhythm.
“The change in the timing of REM sleep likely represents a delay in the circadian rhythm of REM sleep propensity, which is temporally coincident with the sleep propensity rhythm (25).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [25] Czeisler CA, Zimmerman JC, Ronda JM, Moore-Ede MC, Weitzman ED (1980) Timing of REM sleep is coupled to the circadian rhythm of body temperature in man. Sleep 2(3):329 -346. source
May combine two claims.
Interpretationreasoning§ Discussion · p. 3The difference in morning sleepiness between conditions is most likely due to differences in the prior sleep episode and/or the circadian-phase delay.
“Therefore, the difference in morning sleepiness between the conditions is most likely due to differences in the prior sleep episode and/or the circadian-phase delay.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone given§ Results · p. 1All participants completed both reading conditions but were randomized to the order.
“All participants completed both reading conditions but were randomized to the order.”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Study design and conductreasoning§ Discussion · p. 3Melatonin suppression was assessed on the fifth and final evening of each condition; using the shifted AUC from the following evening should control for any phase shift, so the greater suppression was not due to a delayed phase in the LE-eBook condition.
“Therefore, the greater suppression seen was not due to an effect of a delayed phase in the LE-eBook condition.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoning§ Discussion · p. 4The LE-eBook reader was held at a fixed distance (30-45 cm) from the eye, which is farther than many people might choose, reducing retinal light exposure, especially for users of smaller devices held closer.
“Moreover, in this study, the LE-eBook reader was held at a fixed distance (30 -45 cm) from the eye, further from the eye than many people might have chosen (therefore reducing retinal light exposure), particularly for users of smaller devices who may hold the smaller screens closer to the eyes.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone given§ Materials and Methods · p. 4Participants' abstinence from medications, drugs, alcohol, nicotine, and caffeine for three weeks before admission was confirmed by toxicological testing.
“Participants were instructed to refrain from use of medications, drugs, alcohol, nicotine, or caffeinated products for 3 wk before admission, which was verified by toxicological testing upon admission to the laboratory.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ Materials and Methods · p. 5The Karolinska Drowsiness Test provided standardized and reproducible conditions for waking EEG recording with minimized movement artifacts.
“The KDT allowed for waking EEG recording under standardized and reproducible conditions where artifacts from movement were minimized.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Åkerstedt T, Gillberg M (1990) Subjective and objective sleepiness in the active individual. Int J Neurosci 52(1 -2):29 -37. source
Classified as probably not a substantial claim.
Study design and conductown data§ Materials and Methods · p. 6Sleep and circadian measures were compared between reading conditions using a mixed model with condition, order, and condition×order as factors.
“We compared sleep and circadian measures between reading conditions using a mixed model analysis with factors Condition (LE-eBook or printed book), Order , and their Interaction ( Condition X Order ).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ Materials and Methods · p. 5Participants were randomized to the order of the reading conditions.
“Participants were randomized to the order of reading condition.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown data§ Materials and Methods · p. 6KSS scores and EEG power were compared using a mixed model with condition, order, time, and condition×time as factors.
“Mixed model was also used for comparing KSS score and EEG power with factors Condition , Order , Time (repeated measures in the first hour after awakening), and the Interaction ( Condition X Time ).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone given§ Materials and Methods · p. 5A technician was present at all reading sessions to ensure compliance and to collect light measurements.
“A technician was present for all reading sessions to coordinate and administer the reading session, ensure compliance of the participants, and collect and record the light measurements.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. The quote only partly states this claim.
Study design and conductown data§ Materials and Methods · p. 4Participants maintained a fixed 8-hour sleep schedule (10 PM to 6 AM) for three weeks before admission, verified by wrist actigraphy.
“Participants were also required to maintain a fixed 8-h sleep schedule (10:00 PM to 6:00 AM), to complete a daily sleep/wake log, and to call in their bedtimes and wake times every day during this 3-wk interval. This sleep schedule was verified by wrist actigraphy (Actiwatch-L; Philips/Respironics) during the week before admission.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone given§ Materials and Methods · p. 5The melatonin radioimmunoassay used had a functional sensitivity of 0.9 pg/mL, analytical sensitivity of 0.3 pg/mL, intraassay precision of 7.9-8.2%, and interassay precision of 11.7%.
“Plasma melatonin samples were assayed (SolidPhase Inc., Portland, ME) using the BÜHLMANN Melatonin Radio-immunoassay (ALPCO Diagnostics, Salem, NH), which has a functional sensitivity of 0.9 pg/mL and an analytical sensitivity of 0.3 pg/mL, an intraassay precision of 7.9 -8.2%, and interassay precision of 11.7%.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoning§ Materials and Methods · p. 5Melatonin suppression and phase were each determined in 11 participants because one participant was excluded from each analysis due to missing blood samples.
“Because of missing blood samples during the fifth night of one reading session, one study participant was excluded from analysis of melatonin suppression. Another participant was excluded from analysis of DLMO timing due to missing blood samples during one of the CPs. Therefore, melatonin suppression and phase were each determined in 11 participants.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown data§ Materials and Methods · p. 4The study used a randomized crossover design with two conditions: reading an LE-eBook versus reading a printed book.
“The randomized, crossover protocol design consisted of two conditions: ( i ) reading an LE-eBook (iPad; Apple Inc., Cupertino, CA) in otherwise very dim room light for ∼ 4 h before bedtime for five consecutive evenings, and ( ii ) reading printed books in the same very dim room light for ∼ 4 h before bedtime for five consecutive evenings (Fig. 1).”
Quote in the paperSubstantial claim
The paper relies on this without support.
Little was known about the effects of light-emitting devices on circadian phase or the subsequent sleep episode.
“A few reports have shown that these devices suppress melatonin levels, but little is known about the effects on circadian phase or the following sleep episode, exposing a substantial gap in our knowledge of how this increasingly popular technology affects sleep.”
The paper relies on this without support.
For optimal sleep duration and quality, sleep timing must be aligned with the circadian clock.
“For optimal sleep duration and quality, the timing of the sleep episode must be appropriately aligned with the timing of the circadian clock.”
The paper relies on this without support.
Newer models of light-emitting devices are brighter than the one used in the study.
“However, a number of newer models of light-emitting devices are even brighter than those used in this study.”
The paper relies on this without support.
Many people hold light-emitting devices closer to the eyes than the 30-45 cm fixed distance used in the study.
“Moreover, in this study, the LE-eBook reader was held at a fixed distance (30 -45 cm) from the eye, further from the eye than many people might have chosen (therefore reducing retinal light exposure), particularly for users of smaller devices who may hold the smaller screens closer to the eyes.”
The paper relies on this without support.
Little was known about how evening light exposure affects alertness the following day.
“Light exposure in the biological evening/night also acutely increases alertness (7, 8), but not much is known about its impact on alertness the following day.”
The paper relies on this without support.
The effect size of eszopiclone on sleep latency in patients with primary insomnia is comparable to the effect of LE-eBook versus print book on sleep latency in young healthy adults.
“The 10-min-shorter sleep latency after the print-book condition compared with sleep latency after the LE-eBook condition is similar to the effect size of eszopiclone treatment on sleep latency in patients with primary insomnia (37).”
The paper relies on this without support.
The light exposure from the LE-eBook at maximum brightness in the study is representative of typical evening use of light-emitting electronic devices.
“This study demonstrates that use of a light-emitting electronic device in the hours before bedtime can have significant impact on sleep, alertness, and the circadian clock.”
“The LE-eBook was set to the maximum brightness setting.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Sleep onset latency partly mediated the associations between SNS use and depressive and anxiety symptoms, possibly explained by puberty-related circadian delay, psychological and physiological arousal from emotionally salient content before sleep, and melatonin suppression caused by screen light emission at bedtime.
“We found that SOL partly mediated the associations between SNS use and depressive and anxiety symptoms, possibly explained by puberty-related circadian delay, psychological and physiological arousal from emotionally salient content before sleep, as well as melatonin suppression caused by screen light emission at bedtime [45–47].”
From Social networking site use, depressive and anxiety symptoms in adolescents: evidence from a longitudinal cohort study (SCAMP) (2026) · cites this paper as [47]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredShort-wavelength light on the preceding evening reduced next-morning alertness because its alerting effects in the evening may have interfered with the subsequent sleep.
“Thus, short-wavelength light on the preceding evening reduced next-morning alertness because its alerting effects in the evening may have interfered with the subsequent sleep.”
From Preliminary Results: The Impact of Smartphone Use and Short-Wavelength Light during the Evening on Circadian Rhythm, Sleep and Alertness (2021) · cites this paper as [11]
The Discussion (p. 2) links reduced evening sleepiness and longer sleep latency during eReader use partly to an acute alerting effect of light. The Discussion (p. 3) reports greater next-morning sleepiness, but attributes it to differences in the prior sleep episode and/or a circadian-phase delay; it says the longer sleep latency was unlikely to account for the effect eight hours later. The proposed pathway through evening alerting and disrupted sleep is therefore not established by this study, which compared eReader use with a printed book rather than isolating short-wavelength light. (LLM, conf=0.85)
Experimental — accuracy not yet measuredIn individuals reading e-books before bed-time, their circadian clock was delayed, assessed by delayed and reduced phase of rapid eye movement sleep; melatonin blood concentration levels were suppressed and alertness on the next morning was reduced; use of the light emitting e-books immediately before bed time also increased alertness at that time.
“In individuals reading e‐books before bed‐time, their circadian clock was delayed, assessed by delayed and reduced phase of rapid eye movement sleep. Melatonin blood concentration levels were suppressed and alertness on the next morning was reduced. Use of the light emitting e‐books immediately before bed time also increased alertness at that time.”
From The inner clock-Blue light sets the human rhythm (2019) · cites this paper as [73]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredLight at night disturbs sleep in humans.
“Light at night disturb sleep in humans (Esaki et al., 2019;Obayashi et al., 2014), possibly due to its inhibitory effect on melatonin secretion (Chang et al., 2015).”
From Sex-specific association of the lunar cycle with sleep (2022) · cites this paper as Chang et al., 2015
Lighting from interaction with mobile phones or emailing late at night could disturb the biological circadian clock and increase alertness, both of which can influence sleep patterns.
“Second, lighting from the interaction with mobile phones or emailing late at night could disturb the biological circadian clock and increase alertness, both of which can influence sleep patterns [27,28].”
Reading a book from an e-reader for four hours before sleep delayed the timing of the biological clock.
“Chang and colleagues [26] for example found that reading a book from an e‑reader for four hours before sleep increased sleep onset latency, reduced evening sleepiness, melatonin secretion as well as next-morning alertness, and delayed the timing of the biological clock, which is also in line with other findings [72, 107].”
From Effects of light on human circadian rhythms, sleep and mood (2019) · cites this paper as [26]
Reading a book from an e-reader for four hours before sleep reduced next-morning alertness.
“Chang and colleagues [26] for example found that reading a book from an e‑reader for four hours before sleep increased sleep onset latency, reduced evening sleepiness, melatonin secretion as well as next-morning alertness, and delayed the timing of the biological clock, which is also in line with other findings [72, 107].”
From Effects of light on human circadian rhythms, sleep and mood (2019) · cites this paper as [26]
Reading a book from an e-reader for four hours before sleep increased sleep onset latency.
“Chang and colleagues [26] for example found that reading a book from an e‑reader for four hours before sleep increased sleep onset latency, reduced evening sleepiness, melatonin secretion as well as next-morning alertness, and delayed the timing of the biological clock, which is also in line with other findings [72, 107].”
From Effects of light on human circadian rhythms, sleep and mood (2019) · cites this paper as [26]
Reading a book from an e-reader for four hours before sleep reduced melatonin secretion.
“Chang and colleagues [26] for example found that reading a book from an e‑reader for four hours before sleep increased sleep onset latency, reduced evening sleepiness, melatonin secretion as well as next-morning alertness, and delayed the timing of the biological clock, which is also in line with other findings [72, 107].”
From Effects of light on human circadian rhythms, sleep and mood (2019) · cites this paper as [26]
Reading a book from an e-reader for four hours before sleep reduced evening sleepiness.
“Chang and colleagues [26] for example found that reading a book from an e‑reader for four hours before sleep increased sleep onset latency, reduced evening sleepiness, melatonin secretion as well as next-morning alertness, and delayed the timing of the biological clock, which is also in line with other findings [72, 107].”
From Effects of light on human circadian rhythms, sleep and mood (2019) · cites this paper as [26]
Improper timing of exposure to bright light of electronic devices can disrupt circadian rhythms, resulting in insomnia.
“Second, improper timing of exposure to the bright light of electronic devices can disrupt circadian rhythms, resulting in insomnia [24].”
From A serial mediation model of social media addiction and college students' academic engagement: the role of sleep quality and fatigue (2023) · cites this paper as [24]
Our findings for objective alertness 30 min after awakening are in line with previous studies investigating subjective sleepiness.
“Nevertheless, our findings for objective alertness 30 min after awakening are in line with these previous studies investigating subjective sleepiness.”
From Preliminary Results: The Impact of Smartphone Use and Short-Wavelength Light during the Evening on Circadian Rhythm, Sleep and Alertness (2021) · cites this paper as [11]
Previous research showed opposite results regarding subjective sleepiness after printed material reading.
“However, the finding that subjective sleepiness was higher during these first minutes after awakening when printed material was used for reading in the preceding evening was unexpected since previous research showed opposite results [9,11,42].”
From Preliminary Results: The Impact of Smartphone Use and Short-Wavelength Light during the Evening on Circadian Rhythm, Sleep and Alertness (2021) · cites this paper as [11]
Reading a light emitting e-book before sleep, as compared with printed book, increased the time to fall asleep in young adults (25 ± 3 years old).
“Reading a light emitting e‐book before sleep, as compared with printed book, increased the time to fall asleep 73 in young adults (25 ± 3 years old).”
From The inner clock-Blue light sets the human rhythm (2019) · cites this paper as [73]
Use of electronics during the night can unintentionally phase shift the circadian rhythm, leaving it decoupled from the natural environmental light-dark cycle.
“For example, the use of electronics during the night can unintentionally phase shift the circadian rhythm, leaving it decoupled from the natural environmental light–dark cycle45, with potentially dysregulated physiology and behavior.”
From Circadian rhythm disruption and mental health (2020) · cites this paper as [45]
Screen light may delay circadian rhythms and sleep.
“plus screen light potentially delaying circadian rhythms and sleep [31]”
From Understanding Links Between Social Media Use, Sleep and Mental Health: Recent Progress and Current Challenges (2019) · cites this paper as [31]
Bright light from social media devices may delay circadian rhythms.
“Third, bright light emitted by SM devices may delay circadian rhythms.36”
From The association between social media use and sleep disturbance among young adults (2016) · cites this paper as [36]
Light emitted by electronic devices can interfere with sleep.
“This finding is supported by other work that shows that not only is electronic media use near bedtime prevalent246 but also the light emitted by the devices247 as well as the mental engagement248 can interfere with sleep.”
From Sleep, Health, and Society (2017) · cites this paper as [247]
Exposure to ambient light at night from ereaders promotes lateness.
“For example, increasing light exposure in the natural environment shifts sleep timing earlier [91], while exposure to ambient light at night either from ereaders [92] or urban lighting [93] promotes “lateness.””
From Smoking, screen-based sedentary behavior, and diet associated with habitual sleep duration and chronotype: data from the UK Biobank (2016) · cites this paper as [92]
Cites
(2007) · Cited by 6,530 · see citing works
Subjective and objective sleepiness in the active individual
Åkerstedt, T., & Gillberg, M. (1990) · International Journal of Neuroscience · doi:10.3109/00207459008994241 · Cited by 3,088 · cited 6× · see citing works
“Mixed model was also used for comparing KSS score and EEG power with factors Condition, Order, Time (repeated measures in the first hour after awakening), and the Interaction (Condition X Time).”
BackgroundMethodInfluentialAction Spectrum for Melatonin Regulation in Humans: Evidence for a Novel Circadian Photoreceptor
Brainard, G. C., Hanifin, J. P., Greeson, J. M., Byrne, B., Glickman, G., Gerner, E., & Rollag, M. D. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-16-06405.2001 · Cited by 1,930 · see citing works
Dijk, D., & Czeisler, C. (1995) · The Journal of Neuroscience · doi:10.1523/jneurosci.15-05-03526.1995 · Cited by 1,356 · cited 4× · see citing works
“The significant phase delay after the LE-eBook condition suggests that the evening light from the LE-eBook phase delayed the circadian clock, delaying the nadir of the circadian rhythm of sleep propensity (2) and thereby resulting in a robust, albeit indirect, effect on morning sleepiness.”
BackgroundInfluentialSelf-citationThapan, K., Arendt, J., & Skene, D. J. (2001) · The Journal of Physiology · doi:10.1111/j.1469-7793.2001.t01-1-00261.x · Cited by 1,320 · see citing works
Measuring and using light in the melanopsin age
Lucas, R. J., Peirson, S. N., Berson, D. M., Brown, T. M., Cooper, H. M., Czeisler, C. A., Figueiro, M. G., Gamlin, P. D., Lockley, S. W., O’Hagan, J. B., et al. (2014) · Trends in Neurosciences · doi:10.1016/j.tins.2013.10.004 · Cited by 1,278 · cited 3× · see citing works
“In humans, exposure to short-wavelength monochromatic light in the evening has been shown to induce greater circadian and alerting responses than exposure to the same number of photons of longer-wavelength monochromatic light (17–19, 28–34), even though the shorter-wavelength light may have a much lower illuminance le…”
BackgroundMethodInfluentialSelf-citationZeitzer, J. M., Dijk, D., Kronauer, R. E., Brown, E. N., & Czeisler, C. A. (2000) · The Journal of Physiology · doi:10.1111/j.1469-7793.2000.00695.x · Cited by 1,175 · cited 2× · see citing works
“In humans, exposure to light in the evening and early part of the night, even at low intensity, suppresses the release of the sleep-facilitating hormone melatonin (3–5) and shifts the circadian clock to a later time (3, 6), both of which make it more difficult to fall asleep at night.”
BackgroundSelf-citationCarcinogenicity of shift-work, painting, and fire-fighting
Straif, K., Baan, R., Grosse, Y., Secretan, B., Ghissassi, F. E., Bouvard, V., Altieri, A., Benbrahim-Tallaa, L., & Cogliano, V. (2007) · The Lancet Oncology · doi:10.1016/s1470-2045(07)70373-x · Cited by 1,082 · cited 1× · see citing works
“10), which has now been classified as a probable carcinogen by the World Health Organization (11, 12).”
BackgroundA Phase Response Curve to Single Bright Light Pulses in Human Subjects
Khalsa, S. B. S., Jewett, M. E., Cajochen, C., & Czeisler, C. A. (2003) · The Journal of Physiology · doi:10.1113/jphysiol.2003.040477 · Cited by 1,040 · cited 2× · see citing works
“In humans, exposure to light in the evening and early part of the night, even at low intensity, suppresses the release of the sleep-facilitating hormone melatonin (3–5) and shifts the circadian clock to a later time (3, 6), both of which make it more difficult to fall asleep at night.”
BackgroundSelf-citationCajochen, C., Münch, M., Kobialka, S., Kräuchi, K., Steiner, R., Oelhafen, P., Orgül, S., & Wirz-Justice, A. (2005) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2004-0957 · Cited by 939 · see citing works
Human Sleep: Its Duration and Organization Depend on Its Circadian Phase
Czeisler, C. A., Weitzman, E. D., Moore-Ede, M. C., Zimmerman, J. C., & Knauer, R. S. (1980) · Science · doi:10.1126/science.7434029 · Cited by 903 · see citing works
Self-citationHigh Sensitivity of the Human Circadian Melatonin Rhythm to Resetting by Short Wavelength Light
Lockley, S. W., Brainard, G. C., & Czeisler, C. A. (2003) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2003-030570 · Cited by 782 · see citing works
Self-citationCajochen, C., Frey, S., Anders, D., Späti, J., Bues, M., Pross, A., Mager, R., Wirz-Justice, A., & Stefani, O. (2011) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00165.2011 · Cited by 730 · see citing works
Cajochen, C., Zeitzer, J. M., Czeisler, C. A., & Dijk, D.-J. (2000) · Behavioural Brain Research · doi:10.1016/s0166-4328(00)00236-9 · Cited by 653 · cited 1× · see citing works
“Light exposure in the biological evening/night also acutely increases alertness (7, 8), but not much is known about its impact on alertness the following day.”
BackgroundSelf-citationCajochen, C. (2007) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2007.07.009 · Cited by 652 · cited 1× · see citing works
“Light exposure in the biological evening/night also acutely increases alertness (7, 8), but not much is known about its impact on alertness the following day.”
Background(2006) · Sleep · doi:10.1093/sleep/29.2.161 · Cited by 626 · see citing works
Self-citationChellappa, S. L., Steiner, R., Blattner, P., Oelhafen, P., Götz, T., & Cajochen, C. (2011) · PLoS ONE · doi:10.1371/journal.pone.0016429 · Cited by 546 · see citing works
Gradisar, M., Wolfson, A. R., Harvey, A. G., Hale, L., Rosenberg, R., & Czeisler, C. A. (2013) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.3272 · Cited by 498 · cited 2× · see citing works
“Because technology use in the hours before bedtime is most prevalent in children and adolescents (36), physiological studies on the impact of such light exposure on both learning and development are needed.”
BackgroundSelf-citationWood, B., Rea, M. S., Plitnick, B., & Figueiro, M. G. (2013) · Applied Ergonomics · doi:10.1016/j.apergo.2012.07.008 · Cited by 428 · see citing works
Relations Between Performance and Subjective Ratings of Sleepiness During a Night Awake
Gillberg, M., Kecklund, G., & Åkerstedt, T. (1994) · Sleep · doi:10.1093/sleep/17.3.236 · Cited by 423 · cited 1× · see citing works
“The KSS is a 9-point Likert scalewith all numbers havingvalid point values, butonly the oddnumbers have descriptions: 1 representing “extremely alert,” 3 representing “alert,” 5 representing “neither alert nor sleepy,” and 9 representing “extremely sleepy” (9, 41).”
BackgroundPhipps-Nelson, J., Redman, J. R., Dijk, D.-J., & Rajaratnam, S. M. W. (2003) · Sleep · doi:10.1093/sleep/26.6.695 · Cited by 394 · see citing works
Human Melatonin Suppression by Light is Intensity Dependent
Mclntyre, I. M., Norman, T. R., Burrows, G. D., & Armstrong, S. M. (1989) · Journal of Pineal Research · doi:10.1111/j.1600-079x.1989.tb00412.x · Cited by 389 · see citing works
Timing of REM Sleep is Coupled to the Circadian Rhythm of Body Temperature in Man
Charles, A. C., Janet, C. Z., Joseph, M. R., Martin, C. M.-E., & Elliot, D. W. (1980) · Sleep · doi:10.1093/sleep/2.3.329 · Cited by 362 · see citing works
Comparisons of the Variability of Three Markers of the Human Circadian Pacemaker
Klerman, E. B., Gershengorn, H. B., Duffy, J. F., & Kronauer, R. E. (2002) · Journal of Biological Rhythms · doi:10.1177/074873002129002474 · Cited by 350 · cited 1× · see citing works
“Circadian phase of the dim lightmelatonin onset (DLMO)was calculated as the time atwhich levels of melatonin rose above 25% of the peak-to-trough amplitude of a threeharmonic waveform fitted to the 24-h melatonin data from the CP (38, 39).”
MethodSelf-citationDaytime Light Exposure Dynamically Enhances Brain Responses
Vandewalle, G., Balteau, E., Phillips, C., Degueldre, C., Moreau, V., Sterpenich, V., Albouy, G., Darsaud, A., Desseilles, M., Dang-Vu, T. T., et al. (2006) · Current Biology · doi:10.1016/j.cub.2006.06.031 · Cited by 313 · see citing works
Rüger, M., Gordijn, M. C. M., Beersma, D. G. M., de Vries, B., & Daan, S. (2006) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00121.2005 · Cited by 286 · see citing works
Perspective: Casting light on sleep deficiency
Czeisler, C. A. (2013) · Nature · doi:10.1038/497s13a · Cited by 243 · cited 3× · see citing works
“cognitive performance: Can blue-enriched light keep us alert? PLoS ONE 6(1):e16429.”
BackgroundInfluentialSelf-citationShift work and cancer – considerations on rationale, mechanisms, and epidemiology
Costa, G., Haus, E., & Stevens, R. (2010) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.2899 · Cited by 241 · see citing works
Brainard, G. C., Lewy, A. J., Menaker, M., Fredrickson, R. H., Miller, L. S., Weleber, R. G., Cassone, V., & Hudson, D. (1988) · Brain Research · doi:10.1016/0006-8993(88)90820-7 · Cited by 233 · cited 2× · see citing works
“Am J Physiol Regul Integr Comp Physiol 290(5):R1421–R1428.”
BackgroundSanthi, N., Thorne, H. C., van der Veen, D. R., Johnsen, S., Mills, S. L., Hommes, V., Schlangen, L. J. M., Archer, S. N., & Dijk, D. (2012) · Journal of Pineal Research · doi:10.1111/j.1600-079x.2011.00970.x · Cited by 219 · see citing works
EFFECT OF LIGHT WAVELENGTH ON SUPPRESSION AND PHASE DELAY OF THE MELATONIN RHYTHM
Wright, H. R., & Lack, L. C. (2001) · Chronobiology International · doi:10.1081/cbi-100107515 · Cited by 210 · cited 1× · see citing works
“Circadian phase of the dim lightmelatonin onset (DLMO)was calculated as the time atwhich levels of melatonin rose above 25% of the peak-to-trough amplitude of a threeharmonic waveform fitted to the 24-h melatonin data from the CP (38, 39).”
MethodMünch, M., Kobialka, S., Steiner, R., Oelhafen, P., Wirz-Justice, A., & Cajochen, C. (2006) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00478.2005 · Cited by 202 · see citing works
Nonvisual Responses to Light Exposure in the Human Brain during the Circadian Night
Perrin, F., Peigneux, P., Fuchs, S., Verhaeghe, S., Laureys, S., Middleton, B., Degueldre, C., Del Fiore, G., Vandewalle, G., Balteau, E., et al. (2004) · Current Biology · doi:10.1016/j.cub.2004.09.082 · Cited by 144 · see citing works
Chang, A.-M., Scheer, F. A. J. L., Czeisler, C. A., & Aeschbach, D. (2013) · Sleep · doi:10.5665/sleep.2894 · Cited by 131 · cited 1× · see citing works
“Other studies, however, have not found a relationship between alertness and melatonin levels during light exposure (20, 21) or have shown changes in alertness induced by light exposure during the day, when melatonin levels are at low Fig.”
BackgroundSelf-citationTiming of REM and Stages 3 + 4 Sleep During Temporal Isolation in Man
Elliot, D. W., Charles, A. C., Janet, C. Z., & Joseph, M. R. (1980) · SLEEP · doi:10.1093/sleep/2.4.391 · Cited by 102 · see citing works
Effects of illumination on human nocturnal serum melatonin levels and performance
Dollins, A. B., Lynch, H. J., Wurtman, R. J., Deng, M. H., & Lieberman, H. R. (1993) · Physiology & Behavior · doi:10.1016/0031-9384(93)90024-a · Cited by 72 · cited 1× · see citing works
“Other studies, however, have not found a relationship between alertness and melatonin levels during light exposure (20, 21) or have shown changes in alertness induced by light exposure during the day, when melatonin levels are at low Fig.”
BackgroundRevell, V. L., Barrett, D. C. G., Schlangen, L. J. M., & Skene, D. J. (2010) · Chronobiology International · doi:10.3109/07420528.2010.516048 · Cited by 57 · see citing works
On light as an alerting stimulus at night
Figueiro, M., Bullough, J., Bierman, A., Fay, C., & Rea, A. (2007) · Acta Neurobiologiae Experimentalis · doi:10.55782/ane-2007-1645 · Cited by 53 · see citing works
Shift work, cancer and "white-box" epidemiology: Association and causation
Erren, T. C. (2010) · Epidemiologic Perspectives & Innovations · doi:10.1186/1742-5573-7-11 · Cited by 30 · cited 1× · see citing works
“10), which has now been classified as a probable carcinogen by the World Health Organization (11, 12).”
BackgroundKrystal, A. D., McCall, W. V., Fava, M., Joffe, H., Soares, C. N., Huang, H., Grinell, T., Zummo, J., Spalding, W., & Marshall, R. (2012) · The Primary Care Companion For CNS Disorders · doi:10.4088/pcc.11m01296 · Cited by 21 · cited 1× · see citing works
“The 10-min-shorter sleep latency after the print-book condition compared with sleep latency after the LE-eBook condition is similar to the effect size of eszopiclone treatment on sleep latency in patients with primary insomnia (37).”
ResultDijk, D. (2013) · Journal of Sleep Research · doi:10.1111/jsr.12111 · Cited by 7 · cited 1× · see citing works
“5 h later when reading an LE-eBook compared with reading from a printed book suggests that using a lightemitting device in the hours before bedtime is likely to increase the risk of delayed sleep-phase disorder and sleep onset insomnia (13), especially among individuals living in society who self-select their bedtimes…”
Method
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Research works printed but not linked: 1
- ED Weitzman, CA Czeisler, JC Zimmerman, JM Ronda, The timing of REM sleep and its relation to spontaneous awakening during temporal isolation in man. Sleep Res 9, 280 (1980).
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Sorted by citations
Twenge, J. M., Cooper, A. B., Joiner, T. E., Duffy, M. E., & Binau, S. G. (2019) · Journal of Abnormal Psychology · doi:10.1037/abn0000410 · Cited by 1,469 · see citing works
Molecular mechanisms and physiological importance of circadian rhythms
Patke, A., Young, M. W., & Axelrod, S. (2020) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-019-0179-2 · Cited by 1,388 · see citing works
Circadian rhythm disruption and mental health
Walker, W. H., Walton, J. C., DeVries, A. C., & Nelson, R. J. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-0694-0 · Cited by 1,030 · see citing works
Neural Circuitry of Wakefulness and Sleep
Scammell, T. E., Arrigoni, E., & Lipton, J. O. (2017) · Neuron · doi:10.1016/j.neuron.2017.01.014 · Cited by 966 · see citing works
Touitou, Y., Reinberg, A., & Touitou, D. (2017) · Life Sciences · doi:10.1016/j.lfs.2017.02.008 · Cited by 738 · see citing works
“Even low intensity light, as emitted by recent technologies such as LEDs, computer screens or televisions, mobile phones, and tablets is capable of acting on the clock, thus leading to a phase delay and a slowing of melatonin secretion [21].”
BackgroundCircadian clocks and insulin resistance
Stenvers, D. J., Scheer, F. A. J. L., Schrauwen, P., la Fleur, S. E., & Kalsbeek, A. (2019) · Nature Reviews Endocrinology · doi:10.1038/s41574-018-0122-1 · Cited by 733 · see citing works
Carter, B., Rees, P., Hale, L., Bhattacharjee, D., & Paradkar, M. S. (2016) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2016.2341 · Cited by 718 · see citing works
Circadian Rhythm and Sleep Disruption: Causes, Metabolic Consequences, and Countermeasures
Potter, G. D., Skene, D. J., Arendt, J., Cade, J. E., Grant, P. J., & Hardie, L. J. (2016) · Endocrine Reviews · doi:10.1210/er.2016-1083 · Cited by 729 · see citing works
“cadian rhythm and sleep disruption (227).”
Grandner, M. A. (2017) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2016.10.012 · Cited by 720 · see citing works
Effects of light on human circadian rhythms, sleep and mood
Blume, C., Garbazza, C., & Spitschan, M. (2019) · Somnologie · doi:10.1007/s11818-019-00215-x · Cited by 695 · see citing works
“Chang and colleagues [26] for example found that reading a book from an e-reader for four hours before sleep increased sleep onset latency, reduced evening sleepiness, melatonin secretion aswell asnext-morningalertness, anddelayed the timing of the biological clock, which is also in line with other findings [72, 107].”
ResultPhillips, A. J. K., Clerx, W. M., O’Brien, C. S., Sano, A., Barger, L. K., Picard, R. W., Lockley, S. W., Klerman, E. B., & Czeisler, C. A. (2017) · Scientific Reports · doi:10.1038/s41598-017-03171-4 · Cited by 647 · see citing works
Self-citationSmartphones, social media use and youth mental health
Abi-Jaoude, E., Naylor, K. T., & Pignatiello, A. (2020) · Canadian Medical Association Journal · doi:10.1503/cmaj.190434 · Cited by 627 · see citing works
Sleep deficiency and chronic pain: potential underlying mechanisms and clinical implications
Haack, M., Simpson, N. S., Sethna, N. F., Kaur, S., & Mullington, J. M. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0439-z · Cited by 665 · see citing works
Why Sleep Matters—The Economic Costs of Insufficient Sleep: A Cross-Country Comparative Analysis
Hafner, M., Štěpánek, M., Taylor, J., Troxel, W., & Stolk, C. V. (2016) · Rand health quarterly · doi:10.7249/rhq-06-04-11 · Cited by 624 · see citing works
Circadian time signatures of fitness and disease
Bass, J. T., & Lazar, M. A. (2016) · Science · doi:10.1126/science.aah4965 · Cited by 616 · see citing works
Circadian Mechanisms in Medicine
Allada, R., & Bass, J. (2021) · New England Journal of Medicine · doi:10.1056/nejmra1802337 · Cited by 519 · see citing works
Chronotypes in the US–influence of age and sex
Fischer, D., Lombardi, D. A., Marucci-Wellman, H., & Roenneberg, T. (2017) · PLOS ONE · doi:10.1371/journal.pone.0178782 · Cited by 502 · see citing works
Effects of blue light on the circadian system and eye physiology
Tosini, G., Ferguson, I., & Tsubota, K. (2016) · Molecular Vision · doi:10.63500/mv_v22_61 · Cited by 517 · see citing works
Systematic review of light exposure impact on human circadian rhythm
Tähkämö, L., Partonen, T., & Pesonen, A.-K. (2019) · Chronobiology International · doi:10.1080/07420528.2018.1527773 · Cited by 480 · see citing works
Sleep Health: An Opportunity for Public Health to Address Health Equity
Hale, L. E., Troxel, W., & Buysse, D. J. (2020) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-040119-094412 · Cited by 499 · see citing works
“With the pervasive use of mobile digital technology, exposure to media content and melatonin-suppressing light from screens before bedtime may be particularly disruptive to sleep onset, quality, and duration (22, 26).”
BackgroundBeale, A. D., Pedrazzoli, M., Gonçalves, B. D. S. B., Beijamini, F., Duarte, N. E., Egan, K. J., Knutson, K. L., von Schantz, M., & Roden, L. C. (2017) · Scientific Reports · doi:10.1038/s41598-017-05712-3 · Cited by 467 · see citing works
The association between social media use and sleep disturbance among young adults
Levenson, J. C., Shensa, A., Sidani, J. E., Colditz, J. B., & Primack, B. A. (2016) · Preventive Medicine · doi:10.1016/j.ypmed.2016.01.001 · Cited by 447 · see citing works
“Third, bright light emitted by SM devices may delay circadian rhythms (Chang et al., 2015).”
BackgroundPhillips, A. J. K., Vidafar, P., Burns, A. C., McGlashan, E. M., Anderson, C., Rajaratnam, S. M. W., Lockley, S. W., & Cain, S. W. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1901824116 · Cited by 430 · see citing works
“Exposure to electric light after sunset in this range is extremely common in industrialized countries (9, 12–14), and the increasing use of light-emitting devices is a further source of evening light that is potentially disruptive to the circadian system (15, 16).”
BackgroundLater circadian timing of food intake is associated with increased body fat
McHill, A. W., Phillips, A. J., Czeisler, C. A., Keating, L., Yee, K., Barger, L. K., Garaulet, M., Scheer, F. A., & Klerman, E. B. (2017) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.117.161588 · Cited by 414 · see citing works
Self-citationWhy artificial light at night should be a focus for global change research in the 21st century
Davies, T. W., & Smyth, T. (2017) · Global Change Biology · doi:10.1111/gcb.13927 · Cited by 397 · see citing works
“Late evening exposure to LED light from handheld devices has been linked to circadian disruption of sleep wake cycles and alertness and cognitive performance during the day (Cajochen et al., 2011; Chang et al., 2014).”
BackgroundFatigue and its management in the workplace
Caldwell, J. A., Caldwell, J. L., Thompson, L., & Lieberman, H. R. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.10.024 · Cited by 408 · see citing works
“Conversely, Chang et al. (2015) found evening light exposure from reading certain light-emitting ebooks (which emitted short-wavelength–enriched light peaking at 452 nm – in the blue light range) reduced sleepiness, prolonged sleep latency, delayed the circadian clock, and impaired next-morning…”
Digital Media and Sleep in Childhood and Adolescence
LeBourgeois, M. K., Hale, L., Chang, A.-M., Akacem, L. D., Montgomery-Downs, H. E., & Buxton, O. M. (2017) · Pediatrics · doi:10.1542/peds.2016-1758j · Cited by 383 · see citing works
Self-citationTiming of light exposure affects mood and brain circuits
Bedrosian, T. A., & Nelson, R. J. (2017) · Translational Psychiatry · doi:10.1038/tp.2016.262 · Cited by 356 · see citing works
Duffy, J. F., Zitting, K.-M., & Chinoy, E. D. (2015) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2015.08.002 · Cited by 367 · see citing works
Self-citationMedicine in the Fourth Dimension
Cederroth, C. R., Albrecht, U., Bass, J. T., Brown, S. A., Dyhrfjeld‐Johnsen, J., Gachon, F., Green, C. B., Hastings, M. H., Helfrich‐Förster, C., Hogenesch, J. B., et al. (2019) · Cell Metabolism · doi:10.1016/j.cmet.2019.06.019 · Cited by 363 · see citing works
“Similarly, staying up late at night and/or reading with blue light-emitting screens may desynchronize intrinsic circadian cycles with the natural light-dark cycle (Chang et al., 2015; Chinoy et al., 2018).”
BackgroundSano, A., Taylor, S., McHill, A. W., Phillips, A. J., Barger, L. K., Klerman, E., & Picard, R. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9410 · Cited by 333 · see citing works
“Second, lighting from the interaction with mobile phones or emailing late at night could disturb the biological circadian clock and increase alertness, both of which can influence sleep patterns [27,28].”
BackgroundCircadian rhythms and disorders of the timing of sleep
Meyer, N., Harvey, A. G., Lockley, S. W., & Dijk, D.-J. (2022) · The Lancet · doi:10.1016/s0140-6736(22)00877-7 · Cited by 346 · see citing works
Twenge, J. M. (2019) · Current Directions in Psychological Science · doi:10.1177/0963721419838244 · Cited by 339 · see citing works
Circadian rhythm dysregulation and restoration: the role of melatonin
Vasey, C., McBride, J., & Penta, K. (2021) · Nutrients · doi:10.3390/nu13103480 · Cited by 351 · see citing works
“As LAN research continued, many studies concluded that LAN is involved in suppression of pineal melatonin production [23,24].”
BackgroundDirect Measurements of Smartphone Screen-Time: Relationships with Demographics and Sleep
Christensen, M. A., Bettencourt, L., Kaye, L., Moturu, S. T., Nguyen, K. T., Olgin, J. E., Pletcher, M. J., & Marcus, G. M. (2016) · PLOS ONE · doi:10.1371/journal.pone.0165331 · Cited by 327 · see citing works
Thomée, S. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15122692 · Cited by 340 · see citing works
Sheehan, C., Frochen, S., Walsemann, K. M., & Ailshire, J. (2018) · SLEEP · doi:10.1093/sleep/zsy221 · Cited by 321 · see citing works
Twenge, J. (2020) · Psychiatric Research and Clinical Practice · doi:10.1176/appi.prcp.20190015 · Cited by 255 · see citing works
“Randomized controlled trials (56) also show shorter and compromised sleep after digital media use.”
BackgroundThe impact of daytime light exposures on sleep and mood in office workers
Figueiro, M. G., Steverson, B., Heerwagen, J., Kampschroer, K., Hunter, C. M., Gonzales, K., Plitnick, B., & Rea, M. S. (2017) · Sleep Health · doi:10.1016/j.sleh.2017.03.005 · Cited by 308 · see citing works
Youth Screen Media Habits and Sleep
Hale, L., Kirschen, G. W., LeBourgeois, M. K., Gradisar, M., Garrison, M. M., Montgomery-Downs, H., Kirschen, H., McHale, S. M., Chang, A.-M., & Buxton, O. M. (2018) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2017.11.014 · Cited by 312 · see citing works
“Few studies have directly measured the effects of light from screens on polysomnographic measures of sleep.(72,74,75) One such study in young adults found that exposure to light-emitting devices before bedtime caused a phase delay of melatonin release and modestly increased the time to fall asleep and reduced the dura…”
InfluentialSelf-citationImpacts of Artificial Light at Night on Biological Timings
Gaston, K. J., Davies, T. W., Nedelec, S. L., & Holt, L. (2017) · Annual Review of Ecology Evolution and Systematics · doi:10.1146/annurev-ecolsys-110316-022745 · Cited by 305 · see citing works
Twenge, J. M., Krizan, Z., & Hisler, G. (2017) · Sleep Medicine · doi:10.1016/j.sleep.2017.08.013 · Cited by 303 · see citing works
The inner clock-Blue light sets the human rhythm
Wahl, S., Engelhardt, M., Schaupp, P., Lappe, C., & Ivanov, I. V. (2019) · Journal of Biophotonics · doi:10.1002/jbio.201900102 · Cited by 293 · see citing works
Touitou, Y., Touitou, D., & Reinberg, A. (2016) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2017.05.001 · Cited by 297 · see citing works
Janssen, X., Martin, A., Hughes, A. R., Hill, C. M., Kotronoulas, G., & Hesketh, K. R. (2020) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2019.101226 · Cited by 290 · see citing works
Sleep, circadian rhythms and health
Foster, R. G. (2020) · Interface Focus · doi:10.1098/rsfs.2019.0098 · Cited by 286 · see citing works
Light and Cognition: Roles for Circadian Rhythms, Sleep, and Arousal
Fisk, A. S., Tam, S. K. E., Brown, L. A., Vyazovskiy, V. V., Bannerman, D. M., & Peirson, S. N. (2018) · Frontiers in Neurology · doi:10.3389/fneur.2018.00056 · Cited by 278 · see citing works
“These findings are consistent with recent studies on the effects of light-emitting devices on subjective alertness, EEG and sleep latency (113).”
ResultCheung, C. H. M., Bedford, R., Saez De Urabain, I. R., Karmiloff-Smith, A., & Smith, T. J. (2017) · Scientific Reports · doi:10.1038/srep46104 · Cited by 264 · see citing works
George, M. J., & Odgers, C. L. (2015) · Perspectives on Psychological Science · doi:10.1177/1745691615596788 · Cited by 266 · see citing works
“…many researchers have relied on self-reported sleep duration and quality (for a review, see Cain & Gradisar, 2010), experimental studies in which researchers manipulate pre-bedtime exposure to new technologies and capture sleep via more objective measures are now emerging (Chang et al., 2014).”
BackgroundSleep Hygiene for Optimizing Recovery in Athletes: Review and Recommendations
Vitale, K. C., Owens, R., Hopkins, S. R., & Malhotra, A. (2019) · International Journal of Sports Medicine · doi:10.1055/a-0905-3103 · Cited by 264 · see citing works
“The ever-growing prevalence of smartphones and other electronic devices can further disrupt sleep [11, 12]; professional and amateur athletes communicate frequently via social media, post messages, comment on their event/match.”
BackgroundIncreased Sensitivity of the Circadian System to Light in Early/Mid-Puberty
Crowley, S. J., Cain, S. W., Burns, A. C., Acebo, C., & Carskadon, M. A. (2015) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2015-2775 · Cited by 248 · see citing works
Sano, A., Phillips, A. J., Yu, A. Z., McHill, A. W., Taylor, S., Jaques, N., Czeisler, C. A., Klerman, E. B., & Picard, R. W. (2015) · 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) · doi:10.1109/bsn.2015.7299420 · Cited by 236 · see citing works
“We collected phone and email usage for two main reasons: First, lighting from the interaction with mobile phones or emailing late at night could disturb the biological circadian clock and increase alertness, both of which can influence sleep patterns [31, 32].”
BackgroundSelf-citationA global quantification of “normal” sleep schedules using smartphone data
Walch, O., Cochran, A. L., & Forger, D. B. (2016) · Science Advances · doi:10.1126/sciadv.1501705 · Cited by 228 · see citing works
“Recent work hashighlightedhowactivitiesbeforebedtime,forexample,usingeReaders, canaffectsleep( 15 ).”
Violet Light Exposure Can Be a Preventive Strategy Against Myopia Progression
Torii, H., Kurihara, T., Seko, Y., Negishi, K., Ohnuma, K., Inaba, T., Kawashima, M., Jiang, X., Kondo, S., Miyauchi, M., et al. (2016) · EBioMedicine · doi:10.1016/j.ebiom.2016.12.007 · Cited by 233 · see citing works
“Several studies have linked increased sleep disorders with too low blue light exposure during daytime and too much blue light at nighttime due to LED lighting (Chang et al., 2015; Czeisler, 2013).”
BackgroundRoberts, S., Teo, W.-P., & Warmington, S. (2018) · British Journal of Sports Medicine · doi:10.1136/bjsports-2018-099322 · Cited by 198 · see citing works
Meléndez-Fernández, O. H., Liu, J. A., & Nelson, R. J. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24043392 · Cited by 227 · see citing works
Vetter, C., Pattison, P. M., Houser, K. W., Herf, M., Phillips, A. J. K., Wright, K. P., Skene, D. J., Brainard, G. C., Boivin, D. B., & Glickman, G. L. (2021) · LEUKOS The Journal of the Illuminating Engineering Society of North America · doi:10.1080/15502724.2021.1872383 · Cited by 226 · see citing works
“…phone, tablet and computer use can shift circadian rhythms, suppress melatonin, and lead to shortened and/or disrupted sleep (Cajochen et al. 2011; Chang et al. 2015; Chinoy et al. 2018; Gooley et al. 2011), even if the light source is attenuated in the short-wavelength region of the spectrum…”
BackgroundLight Pollution, Circadian Photoreception, and Melatonin in Vertebrates
Grubisić, M., Haim, A., Bhusal, P., Dominoni, D. M., Gabriel, K. M. A., Jechow, A., Kupprat, F., Lerner, A., Marchant, P., Riley, W. D., et al. (2019) · Sustainability · doi:10.3390/su11226400 · Cited by 224 · see citing works
“More than one light source was used in several studies [122,123,126,139,147].”
BackgroundMethodInfluentialHatori, M., Gronfier, C., Van Gelder, R. N., Bernstein, P. S., Carreras, J., Panda, S., Marks, F., Sliney, D., Hunt, C. E., Hirota, T., et al. (2017) · npj Aging and Mechanisms of Disease · doi:10.1038/s41514-017-0010-2 · Cited by 212 · see citing works
“According to a recently published study, using a tablet (ereader) at night just before sleeping while in bed induces circadian phase delay and melatonin suppression, alters sleep quality, and reduces cognitive performance in the subsequent morning.(19) It is proposed that exposure to bright light during the day can co…”
Impact of the COVID-19 lockdown on digital device-related ocular health
Bahkir, F., & Grandee, S. (2020) · Indian Journal of Ophthalmology · doi:10.4103/ijo.ijo_2306_20 · Cited by 213 · see citing works
“[1] Prolonged usage of these devices is not only a stressor on the visual system but also causes musculoskeletal strain[2-4] and circadian disturbances,[2,5,6] and these make up the umbrella diagnosis of computer vision syndrome (though the terms digital eye strain and computer vision syndrome are often used interchan…”
BackgroundBlocking nocturnal blue light for insomnia: A randomized controlled trial
Shechter, A., Kim, E. W., St-Onge, M.-P., & Westwood, A. J. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2017.10.015 · Cited by 204 · see citing works
“Evening light exposure from normal ambient room lighting (Gooley et al., 2011), eBooks (Chang et al., 2015), and light-emitting diode (LED)-backlit computer screens (Cajochen et al., 2011) causes reductions and delays in melatonin secretion.”
InfluentialDigital media use and sleep in late adolescence and young adulthood: A systematic review
Brautsch, L. A., Lund, L., Andersen, M. M., Jennum, P. J., Folker, A. P., & Andersen, S. (2023) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101742 · Cited by 218 · see citing works
Scott, H., Biello, S. M., & Woods, H. C. (2019) · BMJ Open · doi:10.1136/bmjopen-2019-031161 · Cited by 221 · see citing works
“9 17 Social media use may also impact on the quality of sleep via increased arousal, not simply through light exposure, 18 but particularly via cognitive and social activity.”
BackgroundGarcía-Saenz, A., de Miguel, A. S., Espinosa, A., Valentín, A., Aragonés, N., Llorca, J., Amiano, P., Martín, V., Guevara, M., Capelo, R., et al. (2018) · Environmental Health Perspectives · doi:10.1289/ehp1837 · Cited by 206 · see citing works
“For example, subjects reading light-emitting devices (e.g., eBook) before sleeping compared with a printed book, took longer to fall asleep, had reduced evening sleepiness, reduced melatonin secretion, later timing of their circadian clock, and reduced next-morning alertness (Chang et al. 2015).”
Circadian rhythms: influence on physiology, pharmacology, and therapeutic interventions
Ayyar, V. S., & Sukumaran, S. (2021) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-021-09751-2 · Cited by 207 · see citing works
“Just like the impact of disruption in circadian rhythms in shift workers, the ubiquitous use of light-emitting electronic devices could pose an increased risk for several circadian related disorders to a much larger segment of the population [54].”
BackgroundThe Impact of a Randomized Sleep Education Intervention for College Students
Hershner, S. D., & O'Brien, L. M. (2018) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.6974 · Cited by 199 · see citing works
The influence of blue light on sleep, performance and wellbeing in young adults: A systematic review
Silvani, M. I., Werder, R., & Perret, C. (2022) · Frontiers in Physiology · doi:10.3389/fphys.2022.943108 · Cited by 226 · see citing works
A review of the environmental parameters necessary for an optimal sleep environment
Caddick, Z. A., Gregory, K. B., Arsintescu, L., & Flynn‐Evans, E. E. (2018) · Building and Environment · doi:10.1016/j.buildenv.2018.01.020 · Cited by 204 · see citing works
“Lighting Condition Change in Sleep Sleep Measure Source Pre-bedtime exposure to an e-reader compared to reading a book Increased sleep latency, reduced REM EEG [18] Pre-bedtime exposure to 685 nm light for 30min compared to placebo Improved PSQI score, increased sleep quality, increased sleep duration, shorter sleep l…”
BackgroundInfluentialCedernaes, J., Osler, M. E., Voisin, S., Broman, J.-E., Vogel, H., Dickson, S. L., Zierath, J. R., Schiöth, H. B., & Benedict, C. (2015) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2015-2284 · Cited by 188 · see citing works
“Ambient light can influence circadian rhythms (37).”
Tan, X. W., Chapman, C. D., Cedernaes, J., & Benedict, C. (2017) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2017.11.001 · Cited by 194 · see citing works
Night-time screen-based media device use and adolescents' sleep and health-related quality of life.
Mireku, M., Barker, M. M., Mutz, J., Dumontheil, I., Thomas, M. S. C., Roosli, M., Elliott, P., & Toledano, M. (2019) · Environment International · doi:10.1016/j.envint.2018.11.069 · Cited by 174 · see citing works
Rattenborg, N. C., de la Iglesia, H. O., Kempenaers, B., Lesku, J. A., Meerlo, P., & Scriba, M. F. (2017) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0251 · Cited by 184 · see citing works
“Other field (questionnaire-based) and laboratory studies revealed that light [152] and social demands [153] have a large, even detrimental effect, on sleep in people living in industrialized societies [154].”
Is Melatonin the Cornucopia of the 21st Century?
Ferlazzo, N., Andolina, G., Cannata, A., Costanzo, M. G., Rizzo, V., Currò, M., Ientile, R., & Caccamo, D. (2020) · Antioxidants · doi:10.3390/antiox9111088 · Cited by 189 · see citing works
Melatonin suppression is exquisitely sensitive to light and primarily driven by melanopsin in humans
Prayag, A. S., Najjar, R. P., & Gronfier, C. (2019) · Journal of Pineal Research · doi:10.1111/jpi.12562 · Cited by 182 · see citing works
Hu, R., Jiang, X., Hegadoren, K., & Zhang, Y. (2015) · Critical Care · doi:10.1186/s13054-015-0855-3 · Cited by 177 · see citing works
“found that light levels of the range of approximately 30 to 50 lux in the angle of gaze delayed the circadian clock, acutely suppressed melatonin and disrupted sleep [19].”
BackgroundRudolf, K., Bickmann, P., Froböse, I., Tholl, C., Wechsler, K., & Grieben, C. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17061870 · Cited by 185 · see citing works
Levenson, J. C., Shensa, A., Sidani, J. E., Colditz, J. B., & Primack, B. A. (2017) · Sleep · doi:10.1093/sleep/zsx113 · Cited by 177 · see citing works
Melanopsin Regulates Both Sleep-Promoting and Arousal-Promoting Responses to Light
Pilorz, V., Tam, S. K. E., Hughes, S., Pothecary, C. A., Jagannath, A., Hankins, M. W., Bannerman, D. M., Lightman, S. L., Vyazovskiy, V. V., Nolan, P. M., et al. (2016) · PLoS Biology · doi:10.1371/journal.pbio.1002482 · Cited by 172 · see citing works
“These findings are consistent with recent studies on the effects of light-emitting devices on both melatonin rhythms and sleep latency [50].”
ResultFu, S., Chen, X.-Y., & Zheng, H. (2020) · Behavior and Information Technology · doi:10.1080/0144929x.2020.1716848 · Cited by 140 · see citing works
“Smartphone overuse was measured via two dimensions – one is the frequency of smartphone use in class for non-class purposes, and the other is phone usage before sleep (Chang et al. 2015; Christensen et al. 2016; McCoy 2016).”
BackgroundMethodArble, D. M., Bass, J., Behn, C. D., Butler, M. P., Challet, E., Czeisler, C., Depner, C. M., Elmquist, J., Franken, P., Grandner, M. A., et al. (2015) · Sleep · doi:10.5665/sleep.5226 · Cited by 173 · see citing works
Self-citationBarnes, C. M., & Drake, C. L. (2015) · Perspectives on Psychological Science · doi:10.1177/1745691615598509 · Cited by 171 · see citing works
Endocrine Effects of Circadian Disruption
Bedrosian, T. A., Fonken, L. K., & Nelson, R. J. (2016) · Annual Review of Physiology · doi:10.1146/annurev-physiol-021115-105102 · Cited by 170 · see citing works
“that 90% of adults use some form of electronic device within 1 h of bedtime (15).”
BackgroundGrandner, M. A. (2022) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2022.03.001 · Cited by 179 · see citing works
Association of Exposure to Artificial Light at Night While Sleeping With Risk of Obesity in Women
Park, Y., White, A. J., Jackson, C. L., Weinberg, C. R., & Sandler, D. P. (2019) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2019.0571 · Cited by 164 · see citing works
Circadian Photoentrainment in Mice and Humans
Foster, F., Hughes, S., & Peirson, S. N. (2020) · Biology · doi:10.3390/biology9070180 · Cited by 163 · see citing works
Individual differences in light sensitivity affect sleep and circadian rhythms
Chellappa, S. L. (2021) · Sleep · doi:10.1093/sleep/zsaa214 · Cited by 163 · see citing works
“longer sleep latency, altered slow-wave activity dynamics) [35, 43, 44].”
BackgroundTwenge, J. M., Hisler, G. C., & Krizan, Z. (2019) · Sleep Medicine · doi:10.1016/j.sleep.2018.11.009 · Cited by 162 · see citing works
Rosen, L., Carrier, L. M., Miller, A., Rokkum, J., & Ruiz, A. (2016) · Sleep Health · doi:10.1016/j.sleh.2015.11.003 · Cited by 157 · see citing works
Green, A., Cohen-Zion, M., Haim, A., & Dagan, Y. (2017) · Chronobiology International · doi:10.1080/07420528.2017.1324878 · Cited by 158 · see citing works
“Our results are consistent with previous reports on the effects of screen illumination on sleep which revealed prolonged sleep latency (Chang et al., 2015; Higuchi et al., 2005).”
BackgroundResultInfluentialde la Iglesia, H. O., Fernández-Duque, E., Golombek, D. A., Lanza, N., Duffy, J. F., Czeisler, C. A., & Valeggia, C. R. (2015) · Journal of Biological Rhythms · doi:10.1177/0748730415590702 · Cited by 156 · see citing works
“Importantly, the Toba/ Qom community with access to electricity that we studied has remarkably less access to brightly artificially lit environments, appliances, eReaders, and sources of mass media than typical communities in industrialized societies (Chang et al., 2015); thus, the reduction of sleep we report likely…”
BackgroundSelf-citationThe Lighting Environment, Its Metrology, and Non-visual Responses
Schlangen, L. J. M., & Price, L. (2021) · Frontiers in Neurology · doi:10.3389/fneur.2021.624861 · Cited by 159 · see citing works
“There is some concern about the effects on sleep of using display screen equipment before bedtime, including the use of mobile phones and tablets in bed, because of the light they emit (45, 99, 100), so the data we present here will provide a relevant and helpful example to place the α-opic quantities in context.”
BackgroundResultIntrinsically photosensitive retinal ganglion cells of the human retina
Mure, L. S. (2021) · Frontiers in Neurology · doi:10.3389/fneur.2021.636330 · Cited by 151 · see citing works
“Even low-level light exposure from light-emitting devices, smartphones, or tablets may disrupt sleep (5, 6).”
BackgroundSmolensky, M. H., Sackett-Lundeen, L. L., & Portaluppi, F. (2015) · Chronobiology International · doi:10.3109/07420528.2015.1072002 · Cited by 153 · see citing works
“, 2006), and on altered sleepassociated degradation of cognitive performance, neurodevelopmental, certain cancers, and other health conditions of children and adolescents (Arora et al., 2014; Cajochen et al., 2011; Chahal et al., 2013; Chang et al., 2015; Chen et al., 2012; Erren, 2005; Falbe et al., 2015; Gamble et a…”
BackgroundInfluentialSCN VIP Neurons Are Essential for Normal Light-Mediated Resetting of the Circadian System
Jones, J. R., Simon, T., Lones, L., et al. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.1322-18.2018 · Cited by 149 · see citing works
“Importantly, chronic nocturnal light exposure disrupts circadian rhythms in the SCN and behavior (Granados-Fuentes et al., 2004; Ohta et al., 2005) and is associated with an increased risk of disease (Fonken et al., 2010; LeGates et al., 2012; Chang et al., 2015; Lucassen et al., 2016).”
BackgroundCircadian misalignment affects sleep and medication use before and during spaceflight
Flynn-Evans, E. E., Barger, L. K., Kubey, A. A., Sullivan, J. P., & Czeisler, C. A. (2016) · npj Microgravity · doi:10.1038/npjmgrav.2015.19 · Cited by 148 · see citing works
Self-citationLinking Light Exposure and Subsequent Sleep: A Field Polysomnography Study in Humans
Wams, E. J., Woelders, T., Marring, I., van Rosmalen, L., Beersma, D. G. M., Gordijn, M. C. M., & Hut, R. A. (2017) · Sleep · doi:10.1093/sleep/zsx165 · Cited by 143 · see citing works
Patterson, F., Malone, S. K., Lozano, A., Grandner, M. A., & Hanlon, A. L. (2016) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9797-5 · Cited by 144 · see citing works
“For example, increasing light exposure in the natural environment shifts sleep timing earlier [91], while exposure to ambient light at night either from ereaders [92] or urban lighting [93] promotes “lateness.”
BackgroundThe role of sleep deprivation and circadian rhythm disruption as risk factors of Alzheimer’s disease
Wu, H., Dunnett, S. L., Ho, J. Y. S., & Chang, R. C. (2019) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2019.100764 · Cited by 151 · see citing works
Transcriptional Control of Circadian Rhythms and Metabolism: A Matter of Time and Space
Kim, Y. H., & Lazar, M. A. (2020) · Endocrine Reviews · doi:10.1210/endrev/bnaa014 · Cited by 146 · see citing works
Kitazawa, M., Yoshimura, M., Murata, M., Sato‐Fujimoto, Y., Hitokoto, H., Mimura, M., Tsubota, K., & Kishimoto, T. (2018) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12662 · Cited by 143 · see citing works
“In addition, based on recent studies on melatonin, the blue light emitted from a display such as a smartphone may play some role in sleep disturbance by altering melatonin.(62) Moreover, we found that smartphones, when used in bed, are placed closer to subjects’ faces compared to other times of use, so any effects cau…”
Background
- Authors
- Chang, A.-M., Aeschbach, D., Duffy, J. F., & Czeisler, C. A.
- Affiliations
- Brigham and Women's Hospital (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2014-12-22
- Volume
- 112
- Issue
- 4
- Pages
- 1232-1237
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC4313820
- OpenAlex
- W2103257619
- Cited by
- 1,430
- References
- 41
- Citations by year
- 2026: 182 · 2025: 170 · 2024: 139 · 2023: 127 · 2022: 119 · 2021: 116 · 2020: 113 · 2019: 127 · 2018: 121 · 2017: 88 · 2016: 67 · 2015: 58 · 2014: 1 · 2013: 1
- FWCI
- 34.71
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- elib (German Aerospace Center) (acceptedVersion)
- Funders
- HHS | NIH | National Heart, Lung, and Blood Institute (R01HL77453, K01HL115458)
- Topics
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Keywords
- sleep, circadian rhythm, melatonin suppression, circadian phase delay, alertness, evening light exposure, printed books, bedtime, sleep latency, sleepiness
- MeSH terms
- Adult, Circadian Rhythm, Female, Humans, Lighting, Male, Melatonin, Reading, Sleep, Sleep Wake Disorders
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-30.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-30.
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