Europe PMC

This website requires cookies, and the limited processing of your personal data in order to function. By using the site you are agreeing to this as outlined in our privacy notice and cookie policy.

Abstract 


Purpose of review

We reviewed current evidence on the impact of coronavirus disease 2019 (COVID-19) pandemic on sleep of different populations.

Recent findings

Several studies demonstrated that sleep deprivation may cause immune system dysregulation, which deteriorates the course of COVID-19. The increased prevalence of sleep disorders among COVID-19 patients has been associated with more severe disease and worse clinical outcomes. Healthcare workers who were subjected to atypical workload and more nightshifts developed sleep disorders which associated with work-related errors and COVID-19 infection susceptibility. In general population, circadian misalignment and excessive stressors impaired sleep quality. Sleep dysfunction has been recorded due to the pandemic. It is essential to implement interventions in order to alleviate pandemic-related sleep disorders. Telemedicine, cognitive behavioral therapy, and sleep hygiene practices appear to be helpful. Psychotropic medication should be cautiously administered, while other pharmacological agents, such as melatonin, have shown promising results.

Free full text 


Logo of phenaturepgLink to Publisher's site
Curr Psychiatry Rep. 2022; 24(11): 635–643.
Published online 2022 Oct 4. https://doi.org/10.1007/s11920-022-01371-y
PMCID: PMC9529333
PMID: 36192579

Sleep During the COVID-19 Pandemic

Abstract

Purpose of Review

We reviewed current evidence on the impact of coronavirus disease 2019 (COVID-19) pandemic on sleep of different populations.

Recent Findings

Several studies demonstrated that sleep deprivation may cause immune system dysregulation, which deteriorates the course of COVID-19. The increased prevalence of sleep disorders among COVID-19 patients has been associated with more severe disease and worse clinical outcomes. Healthcare workers who were subjected to atypical workload and more nightshifts developed sleep disorders which associated with work-related errors and COVID-19 infection susceptibility. In general population, circadian misalignment and excessive stressors impaired sleep quality.

Summary

Sleep dysfunction has been recorded due to the pandemic. It is essential to implement interventions in order to alleviate pandemic-related sleep disorders. Telemedicine, cognitive behavioral therapy, and sleep hygiene practices appear to be helpful. Psychotropic medication should be cautiously administered, while other pharmacological agents, such as melatonin, have shown promising results.

Keywords: COVID-19, Sleep, Patients, Healthcare workers, General population

Introduction

In December 2019, a new coronavirus, which causes respiratory infection in humans (severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)), was reported in Wuhan, China [1]. The virus was spread worldwide, leading to the coronavirus disease 2019 (COVID-19). On March 11, 2020, the World Health Organization (WHO) declared COVID-19 a global pandemic, and until July 2022, over 547 million confirmed cases and over 6 million deaths have been reported worldwide [2, 3]. Due to the initial absence of vaccines and specific treatment, measures such as use of masks, social distancing, quarantine, and isolation were imposed to prevent virus transmission [4]. As a consequence, this public health issue had a serious impact on several daily life aspects.

Sleep is a vital physiological process, associated with essential functions, required for maintaining physical and mental health [5, 6]. Sleep plays an important role in homeostasis, immune system, cognitive function, neural plasticity, memory, energy maintenance, macromolecular biosynthesis, and metabolism regulation [7, 8], while sleep deprivation leads to impaired physical and mental performance and has been associated with obesity, diabetes, hypertension, and cardiovascular disease [9].

Previous studies have shown that COVID-19 has a negative impact on public mental health, as it is linked to fear, anxiety, depression, and sleep disorders [10•]. Sleep was affected by several factors during the pandemic such as isolation, stress, fear of infection, reduced physical activity, and exposure to daylight [5]. Moreover, sleep dysfunction was prevalent not only in the general population, but also in infected patients and healthcare workers [6]. The aim of this review is to make an overview about the link between sleep deprivation, immune system, and COVID-19 severity, to present the prevalence of sleep disorders in different populations during the pandemic (i.e., patients with COVID-19, healthcare professionals, and general population) and to summarize the risk factors and the management options to alleviate sleep disorders in these populations.

Sleep Disorders in COVID-19 Patients

Prevalence

Numerous studies were conducted during the pandemic, focusing on sleep disorders in COVID-19 patients. The prevalence of sleep disorders was found to range between 34 and 82% [6, 10•, 11, 12••, 1316]. In a recent systematic review with meta-analysis, which included 250 studies from 49 countries, patients with COVID-19 were the most affected, with a pooled estimated prevalence of sleep problems at 52.39% [12••]. In another meta-analysis, which included studies solely from China, the prevalence of insomnia in COVID-19 patients was 48.7% [11]. It was also exhibited that patients with COVID-19 or other chronic medical problems had higher risk to develop insomnia [11]. In a large-scale meta-analysis, Dragioti et al. demonstrated that disturbed sleep was one of the most frequent mental health issues in COVID-19 patients, with a prevalence of 63% [13]. On the other hand, another meta-analysis reported lower prevalence of sleep disturbances, with only 34% of patients with SARS-CoV-2 exhibiting sleep disorders [15]. Concerning symptom severity, it was mild in 20%, moderate in 16%, and severe in only 2% [15]. As of gender, Alimoradi et al. found that the prevalence of sleep problems was 39% in male and 51% in female patients [14]. It was assumed that this difference could be attributed to the different brain structures and functions among sexes, as it was demonstrated in previous studies [14]. The highest prevalence of sleep disturbance in COVID-19 patients was reported in the meta-analysis of Krishnamoorthy et al., who found poor sleep quality in the 82% of these patients [10•]. An overview of available meta-analyses, referring to sleep disorders in COVID-19 patients, is presented in Table Table11.

Table 1

Prevalence of sleep disorders in COVID-19 patients across meta-analysis

StudySampleAssessment toolsPooled prevalenceLimitations
Li et al. [11]6 studies, 1780 patients

• ISI

• PSQI

• ASI

• SRSS

48.7% (95% CI 21.6–75.8%, I2 = 99.5%)

• High heterogeneity

• Studies only from China

Jahrami et al. [12••]16 studies, 6821 patients

• ISI

• PSQI

• ASI

• Research developed

52.39% [41.69; 62.88%], I2 = 98.10%• High heterogeneity
Dragioti et al. [13]15 studies• ISI63% [95% CI 23–94%]

• Focusing on general mental health impact

• Heterogeneity not applicable

Alimoradi et al. [14]7 studies

• ISI

• PSQI

Males: 39% [95% CI 27–50%, I2 = 97.58%]

Females: 51% [95% CI 42–60%, I2 = 99.43%]

• High heterogeneity
Jahrami et al. [6]3 studies, 1884 patients

• ISI

• PSQI

• ASI

• Research developed

74.8% [95% CI, 28.7–95.6%, I2 = 96%]

• High heterogeneity

• Sleep disorders not the primary focus in some studies

Deng et al. [15]10 studies, 1795 patients

• ISI

• PSQI

• Research developed

• Clinical interview

34% [95% CI: 19–50%, I2 = 98%]

 •High heterogeneity

• Most studies from China

Alimoradi et al. [16]10 studies

• ISI

• PSQI

• Others not referred

57% [95% CI: 42–72%, I2 = 98.5]

• High heterogeneity

• Most studies cross-sectional

ISI Insomnia Severity Index, PSQI Pittsburgh Sleep Quality Index (PSQI), ASI Athens Insomnia Scale, SRSS Self-Rating Scale of Sleep

Pathophysiology and Risk Factors

The new coronavirus leads to sleep disruption either directly, by infecting the central nervous system (CNS), or indirectly, through COVID-19 provoked cytokine storm [5]. More specifically, coronavirus can enter CNS through nasal mucosa and olfactory pathway or through blood–brain barrier, by infecting the endothelium and the leucocytes [17]. By using ACE-2 receptors, the virus can invade in cerebral structures, including brainstem and hypothalamus, resulting in dysregulation of sleep–wake cycle [17, 18]. In addition, COVID-19 triggers extensive inflammatory response and cytokine storm, that increases blood–brain barrier accessibility and induces immunologic tissue insult, neuropsychiatric symptoms, and sleep disorders [5, 17].

Other factors resulting in sleep disorders in COVID-19 patients are related to symptoms and psychological impact caused by the infection, as well as to social changes provoked by the pandemic. COVID-19 patients experience intense stress related to uncertainty on the course of the illness, fear of adverse outcome, and isolation from loved ones [5, 10•]. In addition, they have to be confined in isolation wards or in their home, facing, sometimes, discrimination, and social stigma [5, 10•]. Anxiety and depression, due to the above circumstances, are strongly associated with sleep disturbance [5]. The core symptoms of COVID-19, i.e., cough, fever, pain, and dyspnea, have, also, negative impact on sleep quality [11]. Moreover, hospitalization could further impair sleep quality due to noise, exposure to lights, alerted sleep routine, clinical interventions, and medication’s side effects [12••, 19]. A summary of the factors relating to sleep disorders in COVID-19 patients are presented in Fig. 1.

An external file that holds a picture, illustration, etc.
Object name is 11920_2022_1371_Fig1_HTML.jpg

Factors resulting to sleep disorders in patients with COVID-19

Sleep and Immune Response to COVID-19

As mentioned above, sleep plays an essential role in physical and mental health. Sleep is an important regulating factor of immune system [20], while, by influencing the hypothalamic–pituitary–adrenal (HPA) axis and the sympathetic nervous system, mediates in the circadian expression of cells, including cells of the innate and adaptive immune system [2123]. Therefore, sleep deprivation could modify this function, inducing immunosuppression [24]. In particular, sleep deprivation leads to increased production of pre-inflammatory cytokines; increased activity of CD4 + and CD8 + lymphocytes; decreased activity of natural killer cells of CD16 + , CD56 + , and CD57 + cells; and decreased levels of interleukin-2 [21, 22]. Moreover, chronic insomnia has been associated with alteration in Th1 and Th2 immune balance, favoring Th2 activity [21, 22]. Thus, it is not unreasonable to assume that these alterations in immune system predispose to susceptibility in infections, including COVID-19.

Several studies have demonstrated a relationship between lack of sleep in COVID-19 patients and worse clinical outcomes. Zhang et al. found that poor sleep quality in infected patients was associated with increased neutrophil-to-lymphocyte ratio (NLR), lower recovery from lymphopenia, longer hospitalization, and higher risk of ICU admission [25•]. Li et al. exhibited that NLR was increased in patients with poor sleep quality and sleep deprivation was positively correlated with virus negative conversion time [26]. In a prospective cohort study, poor sleep quality in COVID-19 patients was significantly associated with prolonged hospitalization, major dysregulation of immune system, indicated by several biomarkers, and increased risk of developing severe or critical pneumonia [27••]. Similar results were demonstrated by Akinci et al. and Jiang et al.; patients with poor sleep quality had longer hospitalization and more severe symptoms [28, 29]. Furthermore, Jones et al. conducted a longitudinal cohort study and found that insomnia predispose to COVID-19 infection and high risk of hospitalization [30].

Post-COVID-19 and Sleep Disorders

Post-COVID-19 condition (or long COVID-19) was defined by WHO as a set of symptoms that emerged during or after SARS-CoV-2 infection, persists more than 2 months and cannot be explained by another diagnosis [31]. The new coronavirus may cause persistent physical and mental deficits, affecting the quality of sleep [5]. Despite the fact that the most common symptom in long COVID-19 is fatigue, a high prevalence of sleep disorders has been described in numerous studies [19]. In several systematic reviews and meta-analyses, sleep disturbance in post-COVID-19 patients ranged between 27.4 and 47% [3239]. Premraj et al. found that the prevalence of insomnia increased from mid- to long-term follow-up, assuming that sleep deprivation is more likely to develop rather than persist after the infection [38••]. Malik et al. suggested that increased stress levels, psychological problems, and increased cough reflex sensitivity are accountable factors for disturbed sleep in post-COVID-19 period, while Badenoch et al. assumed that persisting symptoms may result due to direct tissue injury caused by the virus [35, 37]. Future studies are necessary to further delineate these complex interactions for the benefit of post-COVID-19 patients.

Types of Sleep Disorders

Regarding sleep disorders during COVID-19 pandemic, the majority of studies focused on insomnia [10•, 1112••, 14]. However, multiple types of sleep disorders, such as narcolepsy, restless leg syndrome (RLS), parasomnias, and nightmares have also constituted a health problem in this period [40]. To the best of our knowledge, little evidence exists on individual sleep disorders in COVID-19 patients. Narcolepsy, characterized by excessive daytime sleepiness and rapid eye movement (REM)-sleep associated symptoms (i.e., sleep paralysis and cataplexy), derives from the interaction of genetic and triggering environmental factors which dysregulate neurons in hypothalamus [41]. Since the virus can affect neurons in the hypothalamus, it is reasonable to hypothesize that COVID-19 may act as a triggering factor leading to narcolepsy [41]. With regard to RLS, in a cross-sectional study, the prevalence of RLS was higher in long COVID-19 female patients compared to uninfected females, indicating that post-infection immunological processes predispose to this situation [42]. Furthermore, Liu et al. demonstrated that COVID-19 patients had higher prevalence of dream-enactment behaviors (DEB) and DEB was positively associated with COVID-19 severity, concluding that more studies are needed to shed light on potential neurodegenerative role of COVID-19 [43].

Obstructive sleep apnea (OSA) is the most prevalent sleep-related breathing disorder [44]. Numerous studies have shown an association between OSA and worse COVID-19 outcomes, while others did not confirm this correlation [4548]. However, Hariyanto et al. conducted a meta-analysis of 21 studies and found that OSA is associated with poor COVID-19 outcomes and, more specifically, with ICU admission, mechanical ventilation, and mortality [49••]. This association could be explained by several factors. First of all, patients with OSA may have a number of comorbidities, such as obesity, hypertension, diabetes, and cardiovascular disease, which are strongly related with worse clinical outcome in COVID-19 patients and could act as confounding factors [44]. However, apart from that, OSA leads to sleep deprivation, due to frequent awakenings during sleep, resulting in dysregulation of immune system and vulnerability to COVID-19 infection, as analyzed before [49]. Moreover, hypoxia provoked by OSA may further deteriorate the hypoxia caused by COVID-19 and increase the risk of more severe disease [49••]. Finally, disruption of renin-angiotensin system (RAS), with increased activity of angiotensin-converting enzyme (ACE) and increased levels of angiotensin II, was observed in OSA patients. Since the virus uses angiotensin-converting enzyme 2 to invade into host cells, it is not unreasonable to assume that the dysregulation of RAS in OSA may predispose to more severe COVID-19 infection [49••].

Management of Sleep Disorders in COVID-19 Patients

Given that sleep deprivation has been associated with psychological distress and poor COVID-19 outcomes, there is a need for implementation of appropriate management strategies and interventions [44]. Concerning hospitalized patients, it is important to provide sufficient psychological and emotional support, to improve the ward environment (i.e., by reducing noise and light, and ensuring patient’s privacy) and to adopt measures in order to reduce physical discomfort, such as adequate analgesia and proper sedation [25•]. Psychotropic medication should be cautiously administered, and healthcare professionals should take into account any potential interactions with the drugs used in COVID-19 treatment [50]. Melatonin and melatonin agonist receptor, ramelteon, have been used in ICU patients and have shown to improve sleep, decrease delirium, and possibly even alleviate respiratory failure [51]. Due to its safety, melatonin may replace, when feasible, other medications such as benzodiazepines and antipsychotics, that may exaggerate delirium and cause central respiratory depression [51]. Further studies are needed to clarify the impact of melatonin in COVID-19 patients.

Cognitive behavioral therapy (CBT) is the gold standard for the treatment of insomnia, according to the European Sleep Research Society and the American Academy of Sleep Medicine guidelines [44]. In cases of home-quarantined COVID-19 patients during the pandemic, CBT can be implemented via telemedicine (using telephone and videoconferencing) [44]. Other non-pharmacologic measures, such as progressive muscular relaxation, have also been shown to be effective in alleviating insomnia [44]. Moreover, it seems to be essential for COVID-19 patients to keep a regular wake-up time and night-time schedule in order to regulate their circadian rhythm [52••].

In addition to that, COVID-19 patients with suggesting clinical features should be screened for OSA, as OSA has been linked to more severe COVID-19 infection [44]. Telemedicine may be useful for the evaluation, diagnosis, and follow-up of these patients. Home sleep testing may be preferable and treatment with positive airway pressure (PAP) could be applied and evaluated via telemonitoring [44]. When urgent evaluation of a patient with laboratory polysomnography is needed, medical stuff should use all the appropriate personal protective measures and disinfect carefully all the equipment used, according to current guidelines [44].

Sleep Disorders in Healthcare Professionals During COVID-19 Pandemic

Based on previous experience from SARS and Ebola epidemics, an unexpected and life-threatening disease could provoke excessive pressure and stress in healthcare workers (HCWs) [53]. Due to the nature of their work, HCWs were placed in the center of the pandemic, confronted with the effects of the virus and managed heavy workloads; thus, their physical and mental well-being was negatively affected [54•]. Existing evidence suggests that the prevalence of psychological morbidity in HCWs during COVID-19 pandemic is higher than that of previous epidemics [55].

Several studies investigated the effect of COVID-19 pandemic in sleep quality of HCWs. The prevalence of sleep disorders ranged between 23.1 and 64.3% [56••]. In a recent umbrella review of 26 meta-analyses, the prevalence of sleep disorders in hospital staff during the pandemic was 39.45% [56••]. The authors also demonstrated that nurses suffered more from sleep problems/insomnia compared to doctors, probably because of different responsibilities, tasks, and working hours [56••]. On the other hand, Salari et al., in their meta-analysis, found that sleep disorders are greater in physicians compared to nurses [57]. Numerous studies suggested that, irrespective of their profession, frontline HCWs were more prone to develop sleep disorders due to close contact with patients, anxiety, fear, and exhaustion [56••, 5860].

Assorted causes are implicated in the development of sleep disorders in HCWs. First of all, HCWs are subjected to heavy workload, unusual work schedules, and more night shifts because of the increased requirements in hospitals during the pandemic [61]. Moreover, they have to change their lifestyle routine and minimize daytime activity [54•]. As a consequence, these alterations may dysregulate circadian rhythm leading to sleep disorders [22]. Furthermore, they frequently face changes in hospital role and work team, factors that may cause uncertainty and anxiety [54•]. In addition, HCWs in COVID-19 wards and ICUs are exposed to stress factors such as patients’ fears and expectations, high fatality rates, shortages of personal protective equipment, and fear of being infected [54•, 62]. Moreover, they are isolated from their loved ones as they worry not to spread the virus [62]. Stress, provoked by those factors, may disrupt hypothalamic-pituitary adrenal axis and autonomic nervous system and, thus, result in sleep disturbance [63].

Sleep deprivation in HCWs not only affects negatively their work performance but also their well-being. Lack of sleep has been associated with work-related errors and lower quality of care [62, 64]. Additionally, shift workers are more susceptible in developing both mental and physical diseases. More specifically, insufficient sleep has been related with higher risk of cardiovascular disease, obesity, stroke, gastrointestinal disorders, anxiety, loss of interest, and depression [64]. Concerning COVID-19, shift workers are more vulnerable to respiratory infections, including SARS-CoV-2, and probably to more severe course of disease [65].

Therefore, it is crucial to adopt appropriate interventions to confront sleep problems among HCWs in order to prevent physical and mental disorders and improve their resilience. Supportive measures include the development of a suitable work environment by reducing shifts, hiring new staff, providing adequate protective personal equipment, and improving team cohesion [54•, 63]. HCWs should have access to mental health professionals and be encouraged to express their feelings and their fears [63]. Other practical recommendations encompass relaxing by reading, exercising, taking naps, setting a sleep-friendly environment, and following a regular sleep routine when it is feasible [54•, 64].

Sleep Disorders in General Population During COVID-19 Pandemic

Apart from COVID-19 patients and HCWs, the pandemic has also affected the general population. COVID-19-related sleep dysfunction has been established in many scientific papers. In a recent global meta-analysis, the prevalence of sleep disorders in general population was 36.73% [12••]. Similar results were also published in previous meta-analyses [10•, 13, 16]. However, other studies found lower prevalence of sleep disorders, ranging between 26 and 29% [11, 14•, 66]. The heterogeneity in the results could be explained by the different tools which were used to assess sleep across the studies, as the majority of them used self-reported data. Conflicting results have been reported when comparing sleep habits before and during the pandemic. More specifically, some studies demonstrated that sleep duration remained constant, while others reported increased sleep time due to changes in daily and working routine [6770]. The flexibility in work time and the work-from-home may provide the opportunity for longer sleep duration. However, negative emotions and stress may affect other sleep characteristics (i.e., awakenings during the night and frequent nightmares) impairing the overall sleep quality [67]. Wang et al., found an increase in sleep duration (with delayed bed and wake times) and a decrease in sleep quality during the pandemic, by using wrist actigraphy and self-reported data [71].

As far as other sleep characteristics, Vladutu et al. demonstrated that, among 328 university students, the prevalence of sleep bruxism was 16.28%, and it was significantly associated with COVID-related stress, while Winocur-Arias et al. found that sleep bruxism was more prevalent exclusively in women during the pandemic [72, 73]. In addition to that, oneiric activity was also modified during the pandemic. Higher frequency of nightmares and increased dream recall were observed, a fact that was related with parasomnia [74, 75]. Dream content also changed, becoming more negative (i.e., dreaming about diseases, war, and death) [74]. Gorgoni et al. reported that dream frequency, vividness, bizarreness, lucid dreams, and emotional load reduced after lockdown [76].

Circadian misalignment, developed during the pandemic, could explain the aforementioned sleep disturbances. Lockdown and atypical work/school schedules resulted in reduced sunlight exposure and daily physical activity [52••, 77]. Additionally, increased screen time (i.e., increased use of smartphones and social media) has been shown to impair the secretion of melatonin [77]. The flexibility of work/school schedule could allow individuals to sleep more in synchrony with their circadian tendency, promoting greater circadian alignment. However, as mentioned above, literature suggests the opposite. This could be explained by the fact that many people with fixed daily schedule before the pandemic developed a stable sleep schedule and sleep habits, something that promoted circadian alignment. On the other hand, the greater flexibility during the pandemic disrupted their sleep schedule, promoting circadian misalignment. Therefore, their circadian rhythm might have been disrupted, leading to sleep disorders [52••, 77]. Furthermore, people were extensively exposed to stressful situations during the pandemic. Fear of being infected, lack of knowledge about the disease, misinformation, and rumors generated increased worry and stress [10•]. Moreover, isolation and separation from loved ones, restrictions, and uncertainty about employment and financial state resulted in excessive anxiety [10•]. These factors reflect the psychological sphere and might deteriorate sleep quality.

The optimal strategy for treating COVID-related sleep disorders remains unclear. CBT is the gold standard in the case of insomnia, and during a lockdown, it could be implemented via telemedicine [44]. Furthermore, it seems essential to adopt sleep hygiene practices. Following a regular sleep program, exercising enough, subjecting to light during daytime, minimizing screen time, and avoiding caffeine and other stimulants may improve sleep quality [77].

Conclusions

COVID-19 pandemic has increased the prevalence of sleep disorders in different populations. Sleep problems appear to be considerably common in COVID-19 patients and have been associated with more severe disease and poor clinical outcome. HCWs, subjected to heavy workload and nightshifts, also suffer from sleep disturbances, provide lower quality of care, and are more susceptible to infection and physical disorders. General population was also affected in terms of sleep quality, being exposed to many stressors. Effective interventions and measures should be implemented in order to improve sleep quality and reduce the mental and physical consequences from its disturbance. Further studies are needed to provide high-quality information on the effectiveness of the implemented interventions.

Declarations

Conflict of Interest

The authors declare no competing interests.

Human and Animal Rights and Informed Consent

This article does not contain any studies with human or animal subjects performed by any of the authors.

Footnotes

This article is part of the Topical Collection on Sleep Disorders

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Ioanna Papagiouvanni, moc.liamg@pap.d.annaoi.

Serafeim–Chrysovalantis Kotoulas, moc.liamtoh@saluotoksika.

Christos Vettas, moc.liamg@sattevsirhc.

Evdokia Sourla, rg.oohay@uosive.

Athanasia Pataka, rg.oohay@htakatap.

References

Papers of particular interest, published recently, have been highlighted as: • Of importance •• Of major importance

1. Borges do Nascimento IJ, Cacic N, Abdulazeem HM, von Groote TC, Jayarajah U, Weerasekara I, et al. Novel coronavirus infection (COVID-19) in humans: a scoping review and meta-analysis. J Clin Med. 2020;9:E941. [Europe PMC free article] [Abstract]
2. Cucinotta D, Vanelli M. WHO declares COVID-19 a pandemic. Acta Biomed. 2020;91:157–160. [Europe PMC free article] [Abstract] [Google Scholar]
3. WHO. Coronavirus (COVID-19) Dashboard. [cited 2022 Jul 6]. Available from: https://covid19.who.int.
4. Triggle CR, Bansal D, Farag EABA, Ding H, Sultan AA. COVID-19: learning from lessons to guide treatment and prevention interventions. mSphere. 2020;5:e00317–20. [Europe PMC free article] [Abstract]
5. Kumar N, Gupta R. Disrupted sleep during a pandemic. Sleep Med Clin. 2022;17:41–52. 10.1016/j.jsmc.2021.10.006. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
6. Jahrami H, BaHammam AS, Bragazzi NL, Saif Z, Faris M, Vitiello MV. Sleep problems during the COVID-19 pandemic by population: a systematic review and meta-analysis. J Clin Sleep Med. 2021;17:299–313. 10.5664/jcsm.8930. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
7. Krueger JM, Frank MG, Wisor JP, Roy S. Sleep function: toward elucidating an enigma. Sleep Med Rev. 2016;28:46–54. 10.1016/j.smrv.2015.08.005. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
8. Vyazovskiy VV. Sleep, recovery, and metaregulation: explaining the benefits of sleep. Nat Sci Sleep. 2015;7:171–184. 10.2147/NSS.S54036. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
9. Abrams RM. Sleep deprivation. Obstet Gynecol Clin North Am. 2015;42:493–506. 10.1016/j.ogc.2015.05.013. [Abstract] [CrossRef] [Google Scholar]
10. • Krishnamoorthy Y, Nagarajan R, Saya GK, Menon V. Prevalence of psychological morbidities among general population, healthcare workers and COVID-19 patients amidst the COVID-19 pandemic: a systematic review and meta-analysis. Psychiatry Res. 2020;293. This is the first meta-analysis investigating mental morbidities, including sleep problems, in COVID-19 patients, healthcare workers and general population. [Europe PMC free article] [Abstract]
11. Li Y, Chen B, Hong Z, Sun Q, Dai Y, Basta M, et al. Insomnia symptoms during the early and late stages of the COVID-19 pandemic in China: a systematic review and meta-analysis. Sleep Med. 2022;91:262–272. 10.1016/j.sleep.2021.09.014. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
12. •• Jahrami HA, Alhaj OA, Humood AM, Alenezi AF, Fekih-Romdhane F, AlRasheed MM, et al. Sleep disturbances during the COVID-19 pandemic: a systematic review, meta-analysis, and meta-regression. Sleep Med Rev. 2022;62. This is the most recent meta-analysis of studies investigating sleep disturbances in COVID-19 patients, healthcare workers and general population. [Europe PMC free article] [Abstract]
13. Dragioti E, Li H, Tsitsas G, Lee KH, Choi J, Kim J, et al. A large-scale meta-analytic atlas of mental health problems prevalence during the COVID-19 early pandemic. J Med Virol. 2022;94:1935–1949. 10.1002/jmv.27549. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
14. • Alimoradi Z, Gozal D, Tsang HWH, Lin C-Y, Broström A, Ohayon MM, et al. Gender-specific estimates of sleep problems during the COVID-19 pandemic: systematic review and meta-analysis. J Sleep Res. 2022;31. This is a systematic review and meta-analysis investigating sleep problems during COVID-19 pandemic across the genders. [Europe PMC free article] [Abstract]
15. Deng J, Zhou F, Hou W, Silver Z, Wong CY, Chang O, et al. The prevalence of depression, anxiety, and sleep disturbances in COVID-19 patients: a meta-analysis. Ann N Y Acad Sci. 2021;1486:90–111. 10.1111/nyas.14506. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
16. Alimoradi Z, Broström A, Tsang HWH, Griffiths MD, Haghayegh S, Ohayon MM, et al. Sleep problems during COVID-19 pandemic and its’ association to psychological distress: a systematic review and meta-analysis. EClinicalMedicine. 2021;36:100916. 10.1016/j.eclinm.2021.100916. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
17. Desai I, Manchanda R, Kumar N, Tiwari A, Kumar M. Neurological manifestations of coronavirus disease 2019: exploring past to understand present. Neurol Sci. 2021;42:773–785. 10.1007/s10072-020-04964-8. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
18. Gupta R, Pandi-Perumal SR. SARS-CoV-2 infection: paving way for sleep disorders in long term! Sleep Vigil. 2021;5:1–2. 10.1007/s41782-021-00145-5. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
19. Neculicioiu VS, Colosi IA, Costache C, Sevastre-Berghian A, Clichici S. Time to sleep?-A review of the impact of the COVID-19 pandemic on sleep and mental health. Int J Environ Res Public Health. 2022;19:3497. 10.3390/ijerph19063497. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
20. Silva E de SME, Ono BHVS, Souza JC. Sleep and immunity in times of COVID-19. Rev Assoc Med Bras (1992). 2020;66Suppl 2:143–7. [Abstract]
21. Mello MTD, Silva A, Guerreiro R de C, da-Silva FR, Esteves AM, Poyares D, et al. Sleep and COVID-19: considerations about immunity, pathophysiology, and treatment. Sleep Sci. 2020;13:199–209. [Europe PMC free article] [Abstract]
22. Silva FR da, Guerreiro R de C, Andrade H de A, Stieler E, Silva A, de Mello MT. Does the compromised sleep and circadian disruption of night and shiftworkers make them highly vulnerable to 2019 coronavirus disease (COVID-19)? Chronobiol Int. 2020;37:607–17. [Abstract]
23. de Almondes KM, Marín Agudelo HA, Jiménez-Correa U. Impact of sleep deprivation on emotional regulation and the immune system of healthcare workers as a risk factor for COVID 19: practical recommendations from a Task Force of the Latin American Association of Sleep Psychology. Front Psychol. 2021;12:564227. 10.3389/fpsyg.2021.564227. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
24. Irwin MR. Why sleep is important for health: a psychoneuroimmunology perspective. Annu Rev Psychol. 2015;66:143–172. 10.1146/annurev-psych-010213-115205. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
25. Zhang J, Xu D, Xie B, Zhang Y, Huang H, Liu H, et al. Poor-sleep is associated with slow recovery from lymphopenia and an increased need for ICU care in hospitalized patients with COVID-19: a retrospective cohort study. Brain Behav Immun. 2020;88:50–58. 10.1016/j.bbi.2020.05.075. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
26. Li X, Cai Q, Jia Z, Zhou Y, Liu L, Zhou Y, et al. The correlation between mental health status, sleep quality, and inflammatory markers, virus negative conversion time among patients confirmed with 2019-nCoV during the COVID-19 outbreak in China: an observational study. Medicine (Baltimore) 2021;100:e26520. 10.1097/MD.0000000000026520. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
27. Zhang L, Li T, Chen L, Wu F, Xia W, Huang M, et al. Association of sleep quality before and after SARS-CoV-2 infection with clinical outcomes in hospitalized patients with COVID-19 in China. EXCLI J. 2021;20:894–906. [Europe PMC free article] [Abstract] [Google Scholar]
28. Akıncı T, Melek BH. Relationship between sleep quality and the psychological status of patients hospitalised with COVID-19. Sleep Med. 2021;80:167–170. 10.1016/j.sleep.2021.01.034. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
29. Jiang Z, Zhu P, Wang L, Hu Y, Pang M, Ma S, et al. Psychological distress and sleep quality of COVID-19 patients in Wuhan, a lockdown city as the epicenter of COVID-19. J Psychiatr Res. 2021;136:595–602. 10.1016/j.jpsychires.2020.10.034. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
30. Jones SE, Maisha FI, Strausz SJ, Cade BE, Tervi AM, Helaakoski V, et al. The public health impact of poor sleep on severe COVID-19, influenza and upper respiratory infections. medRxiv. 2022.
31. A clinical case definition of post COVID-19 condition by a Delphi consensus, 6 October 2021. [cited 2022 Jul 12]. Available from: https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-Post_COVID-19_condition-Clinical_case_definition-2021.1.
32. Iqbal FM, Lam K, Sounderajah V, Clarke JM, Ashrafian H, Darzi A. Characteristics and predictors of acute and chronic post-COVID syndrome: a systematic review and meta-analysis. EClinicalMedicine. 2021;36:100899. 10.1016/j.eclinm.2021.100899. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
33. Nasserie T, Hittle M, Goodman SN. Assessment of the frequency and variety of persistent symptoms among patients with COVID-19: a systematic review. JAMA Netw Open. 2021;4:e2111417. 10.1001/jamanetworkopen.2021.11417. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
34. Alkodaymi MS, Omrani OA, Fawzy NA, Shaar BA, Almamlouk R, Riaz M, et al. Prevalence of post-acute COVID-19 syndrome symptoms at different follow-up periods: a systematic review and meta-analysis. Clin Microbiol Infect. 2022;28:657–666. 10.1016/j.cmi.2022.01.014. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
35. Badenoch JB, Rengasamy ER, Watson C, Jansen K, Chakraborty S, Sundaram RD, et al. Persistent neuropsychiatric symptoms after COVID-19: a systematic review and meta-analysis. Brain Commun. 2022;4:fcab297. [Europe PMC free article] [Abstract]
36. Bourmistrova NW, Solomon T, Braude P, Strawbridge R, Carter B. Long-term effects of COVID-19 on mental health: a systematic review. J Affect Disord. 2022;299:118–125. 10.1016/j.jad.2021.11.031. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
37. Malik P, Patel K, Pinto C, Jaiswal R, Tirupathi R, Pillai S, et al. Post-acute COVID-19 syndrome (PCS) and health-related quality of life (HRQoL)-a systematic review and meta-analysis. J Med Virol. 2022;94:253–262. 10.1002/jmv.27309. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
38. Premraj L, Kannapadi NV, Briggs J, Seal SM, Battaglini D, Fanning J, et al. Mid and long-term neurological and neuropsychiatric manifestations of post-COVID-19 syndrome: a meta-analysis. J Neurol Sci. 2022;434:120162. 10.1016/j.jns.2022.120162. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
39. Jennings G, Monaghan A, Xue F, Mockler D, Romero-Ortuño R. A systematic review of persistent symptoms and residual abnormal functioning following acute COVID-19: ongoing symptomatic phase vs. post-COVID-19 syndrome. J Clin Med. 2021;10:5913. [Europe PMC free article] [Abstract]
40. Thorpy MJ. Classification of sleep disorders. Neurotherapeutics. 2012;9:687–701. 10.1007/s13311-012-0145-6. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
41. Schirinzi T, Landi D, Liguori C. COVID-19: dealing with a potential risk factor for chronic neurological disorders. J Neurol. 2021;268:1171–1178. 10.1007/s00415-020-10131-y. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
42. Weinstock LB, Brook JB, Walters AS, Goris A, Afrin LB, Molderings GJ. Restless legs syndrome is associated with long-COVID in women. J Clin Sleep Med. 2022;18:1413–1418. 10.5664/jcsm.9898. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
43. Liu Y, Partinen E, Chan NY, Dauvilliers Y, Inoue Y, De Gennaro L, et al. Dream-enactment behaviours during the COVID-19 pandemic: an international COVID-19 sleep study. J Sleep Res. 2022; [Europe PMC free article] [Abstract]
44. Pataka A, Kotoulas S, Sakka E, Katsaounou P, Pappa S. Sleep dysfunction in COVID-19 patients: prevalence, risk factors, mechanisms, and management. J Pers Med. 2021;11:1203. 10.3390/jpm11111203. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
45. Cade BE, Dashti HS, Hassan SM, Redline S, Karlson EW. Sleep apnea and COVID-19 mortality and hospitalization. Am J Respir Crit Care Med. 2020;202:1462–1464. 10.1164/rccm.202006-2252LE. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
46. Kar A, Saxena K, Goyal A, Pakhare A, Khurana A, Saigal S, et al. Assessment of obstructive sleep apnea in association with severity of COVID-19: a prospective observational study. Sleep Vigil. 2021;5:111–118. 10.1007/s41782-021-00142-8. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
47. Maas MB, Kim M, Malkani RG, Abbott SM, Zee PC. Obstructive sleep apnea and risk of COVID-19 infection, hospitalization and respiratory failure. Sleep Breath. 2021;25:1155–1157. 10.1007/s11325-020-02203-0. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
48. Strausz S, Kiiskinen T, Broberg M, Ruotsalainen S, Koskela J, Bachour A, et al. Sleep apnoea is a risk factor for severe COVID-19. BMJ Open Respir Res. 2021;8:e000845. 10.1136/bmjresp-2020-000845. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
49. Hariyanto TI, Kurniawan A. Obstructive sleep apnea (OSA) and outcomes from coronavirus disease 2019 (COVID-19) pneumonia: a systematic review and meta-analysis. Sleep Med. 2021;82:47–53. 10.1016/j.sleep.2021.03.029. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
50. Pires GN, Ishikura IA, Xavier SD, Petrella C, Piovezan RD, Xerfan EMS, et al. Sleep in older adults and its possible relations with COVID-19. Front Aging Neurosci. 2021;13:647875. 10.3389/fnagi.2021.647875. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
51. Zhang Q, Gao F, Zhang S, Sun W, Li Z. Prophylactic use of exogenous melatonin and melatonin receptor agonists to improve sleep and delirium in the intensive care units: a systematic review and meta-analysis of randomized controlled trials. Sleep Breath. 2019;23:1059–1070. 10.1007/s11325-019-01831-5. [Abstract] [CrossRef] [Google Scholar]
52. Salehinejad MA, Azarkolah A, Ghanavati E, Nitsche MA. Circadian disturbances, sleep difficulties and the COVID-19 pandemic. Sleep Med. 2022;91:246–252. 10.1016/j.sleep.2021.07.011. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
53. Pappa S, Ntella V, Giannakas T, Giannakoulis VG, Papoutsi E, Katsaounou P. Prevalence of depression, anxiety, and insomnia among healthcare workers during the COVID-19 pandemic: a systematic review and meta-analysis. Brain Behav Immun. 2020;88:901–907. 10.1016/j.bbi.2020.05.026. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
54. Pappa S, Sakkas N, Sakka E. A year in review: sleep dysfunction and psychological distress in healthcare workers during the COVID-19 pandemic. Sleep Med. 2022;91:237–245. 10.1016/j.sleep.2021.07.009. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
55. Dong Z-Q, Ma J, Hao Y-N, Shen X-L, Liu F, Gao Y, et al. The social psychological impact of the COVID-19 pandemic on medical staff in China: a cross-sectional study. Eur Psychiatry. 2020;63:e65. 10.1192/j.eurpsy.2020.59. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
56. Dragioti E, Tsartsalis D, Mentis M, Mantzoukas S, Gouva M. Impact of the COVID-19 pandemic on the mental health of hospital staff: an umbrella review of 44 meta-analyses. Int J Nurs Stud. 2022;131:104272. 10.1016/j.ijnurstu.2022.104272. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
57. Salari N, Khazaie H, Hosseinian-Far A, Ghasemi H, Mohammadi M, Shohaimi S, et al. The prevalence of sleep disturbances among physicians and nurses facing the COVID-19 patients: a systematic review and meta-analysis. Global Health. 2020;16:92. 10.1186/s12992-020-00620-0. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
58. Xiong N, Fritzsche K, Pan Y, Löhlein J, Leonhart R. The psychological impact of COVID-19 on Chinese healthcare workers: a systematic review and meta-analysis. Soc Psychiatry Psychiatr Epidemiol. 2022; [Europe PMC free article] [Abstract]
59. Hu N, Deng H, Yang H, Wang C, Cui Y, Chen J, et al. The pooled prevalence of the mental problems of Chinese medical staff during the COVID-19 outbreak: a meta-analysis. J Affect Disord. 2022;303:323–330. 10.1016/j.jad.2022.02.045. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
60. Dutta A, Sharma A, Torres-Castro R, Pachori H, Mishra S. Mental health outcomes among health-care workers dealing with COVID-19/severe acute respiratory syndrome coronavirus 2 pandemic: a systematic review and meta-analysis. Indian J Psychiatry. 2021;63:335–347. 10.4103/psychiatry.IndianJPsychiatry_1029_20. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
61. Bhat S, Chokroverty S. Sleep disorders and COVID-19. Sleep Med. 2022;91:253–261. 10.1016/j.sleep.2021.07.021. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
62. Marvaldi M, Mallet J, Dubertret C, Moro MR, Guessoum SB. Anxiety, depression, trauma-related, and sleep disorders among healthcare workers during the COVID-19 pandemic: a systematic review and meta-analysis. Neurosci Biobehav Rev. 2021;126:252–264. 10.1016/j.neubiorev.2021.03.024. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
63. Sahebi A, Abdi K, Moayedi S, Torres M, Golitaleb M. The prevalence of insomnia among health care workers amid the COVID-19 pandemic: an umbrella review of meta-analyses. J Psychosom Res. 2021;149:110597. 10.1016/j.jpsychores.2021.110597. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
64. Ballesio A, Lombardo C, Lucidi F, Violani C. Caring for the carers: advice for dealing with sleep problems of hospital staff during the COVID-19 outbreak. J Sleep Res. 2021;30:e13096. 10.1111/jsr.13096. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
65. Richter K, Kellner S, Hillemacher T, Golubnitschaja O. Sleep quality and COVID-19 outcomes: the evidence-based lessons in the framework of predictive, preventive and personalised (3P) medicine. EPMA J. 2021;12:221–241. 10.1007/s13167-021-00245-2. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
66. Nochaiwong S, Ruengorn C, Thavorn K, Hutton B, Awiphan R, Phosuya C, et al. Global prevalence of mental health issues among the general population during the coronavirus disease-2019 pandemic: a systematic review and meta-analysis. Sci Rep. 2021;11:10173. 10.1038/s41598-021-89700-8. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
67. Hisler GC, Twenge JM. Sleep characteristics of U.S. adults before and during the COVID-19 pandemic. Soc Sci Med. 2021;276:113849. [Europe PMC free article] [Abstract]
68. Trabelsi K, Ammar A, Masmoudi L, Boukhris O, Chtourou H, Bouaziz B, et al. Globally altered sleep patterns and physical activity levels by confinement in 5056 individuals: ECLB COVID-19 international online survey. Biol Sport. 2021;38:495–506. 10.5114/biolsport.2021.101605. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
69. Trabelsi K, Ammar A, Masmoudi L, Boukhris O, Chtourou H, Bouaziz B, et al. Sleep quality and physical activity as predictors of mental wellbeing variance in older adults during COVID-19 lockdown: ECLB COVID-19 International Online Survey. Int J Environ Res Public Health. 2021;18:4329. 10.3390/ijerph18084329. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
70. Trakada A, Nikolaidis PT, Andrade MDS, Puccinelli PJ, Economou N-T, Steiropoulos P, et al. Sleep during “lockdown” in the COVID-19 pandemic. Int J Environ Res Public Health. 2020;17:E9094. 10.3390/ijerph17239094. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
71. Wang H, He L, Gao Y, Gao X, Lei X. Effects of physical activity and sleep quality on well-being: a wrist actigraphy study during the pandemic. Appl Psychol Health Well Being. 2021;13:394–405. 10.1111/aphw.12255. [Abstract] [CrossRef] [Google Scholar]
72. Vlădutu D, Popescu SM, Mercut R, Ionescu M, Scrieciu M, Glodeanu AD, et al. Associations between bruxism, stress, and manifestations of temporomandibular disorder in young students. Int J Environ Res Public Health. 2022;19:5415. 10.3390/ijerph19095415. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
73. Winocur-Arias O, Winocur E, Shalev-Antsel T, Reiter S, Levratovsky S, Emodi-Perlman A, et al. Painful temporomandibular disorders, bruxism and oral parafunctions before and during the COVID-19 pandemic era: a sex comparison among dental patients. J Clin Med. 2022;11:589. 10.3390/jcm11030589. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
74. Ableidinger S, Nierwetberg F, Holzinger B. Dreams and nightmares during the pandemic. Somnologie (Berl) 2022;26:106–110. 10.1007/s11818-022-00351-x. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
75. Fränkl E, Scarpelli S, Nadorff MR, Bjorvatn B, Bolstad CJ, Chan NY, et al. How our dreams changed during the COVID-19 pandemic: effects and correlates of dream recall frequency - a multinational study on 19,355 Adults. Nat Sci Sleep. 2021;13:1573–1591. 10.2147/NSS.S324142. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
76. Gorgoni M, Scarpelli S, Alfonsi V, Annarumma L, Pellegrini E, Fasiello E, et al. The oneiric activity during and after the COVID-19 total lockdown in Italy: a longitudinal study. Int J Environ Res Public Health. 2022;19:3857. 10.3390/ijerph19073857. [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
77. Kennedy KER, Grandner MA. Sleep, dreams, and nightmares during the COVID-19 pandemic. Am J Health Promot. 2021;35:1168–1173. 10.1177/08901171211055312. [Abstract] [CrossRef] [Google Scholar]

Citations & impact 


Impact metrics

Jump to Citations

Citations of article over time

Alternative metrics

Altmetric item for https://www.altmetric.com/details/136763546
Altmetric
Discover the attention surrounding your research
https://www.altmetric.com/details/136763546

Article citations

Similar Articles 


To arrive at the top five similar articles we use a word-weighted algorithm to compare words from the Title and Abstract of each citation.