Epidemiology of Sleep Hygiene and Related Factors in Older Adults

authors:

avatar Azita Chehri 1 , * , avatar Leila Parsa 1

Department of Psychology, Islamic Azad University, Kermanshah, Iran

how to cite: Chehri A, Parsa L. Epidemiology of Sleep Hygiene and Related Factors in Older Adults. J Kermanshah Univ Med Sci. 2019;23(2):e85794. https://doi.org/10.5812/jkums.85794.

Abstract

Background:

Sleep is one of the components of mental and physical health in old age and many factors can affect sleep hygiene in older adults.

Objectives:

This study aimed to investigate the epidemiology of sleep hygiene in older adults and its related factors.

Methods:

This descriptive-analytic study was conducted in 2017 with 598 people aged 60 years and older living in Kermanshah, Iran, selected through random cluster sampling. Data collection tool was a questionnaire with two parts: demographic characteristics (personal and disease) and sleep hygiene index. SPSS software-16, descriptive statistics and inferential statistics (nonparametric tests such as Kolmogorov-Smirnov, Mann-Whitney, and Kruskal-Wallis) were used to analyze the data. The significance level in all of the tests was P < 0.05.

Results:

The findings showed that 64.5% of older adults had poor sleep hygiene. The mean score of sleep hygiene was 28.72 ± 6.99. Our findings showed that there was a significant relationship between sleep hygiene and pulmonary diseases (P < 0.001), diabetes (P < 0.002), sleep apnea (P < 0.001), snoring (P < 0.001), and fatigue and sleepiness during the day (P < 0.001).

Conclusions:

This study showed that more than half of the older adults had poor sleep hygiene. Therefore, older adults’ sleep hygiene can be improved through training.

1. Background

Aging is associated with serious changes in various biological, psychological and social domains (1). Sleep is also an area that seriously changes with old age. Studies have shown that the physiology of sleep changes in the old age (2), which is often associated with an increase in complaints about sleep (2, 3).

In this period, sleep is lighter and more disrupted, and the overall night sleep time is reduced. Sleep disorders in the old age result from intrinsic physiological changes, mental and physical comorbidities, and medications (2). Sleep hygiene is defined as behaviors that ease sleep while avoiding behaviors that cause sleep disturbance (4). In other words, sleep hygiene means habits that help people have a comfortable and good sleep, or the habit of healthy sleeping. These habits are easy, and most people are aware of them, but do not follow them at bedtime (4). The most common causes of sleep disorders, insomnia, and poor sleep are the failure to observe sleep hygiene principles. Sleep hygiene principles are small lifestyle changes that have a large impact on improving the sleep quality (5).

Insufficient sleep hygiene refers to behaviors that are in contrast with good sleep and cause insomnia. ICSDI defines this type of insomnia as follows: A sleep disorder caused by daily activities of life that prevent the continuation of sleep with high quality and complete daily alertness. Many behaviors can interfere with sleep (6). There are important recommendations on the principles of sleep hygiene that are effective in providing a comfortable sleep (7). The most common cause of sleep disorders, insomnia, and poor sleep is not respecting the principles of sleep hygiene and sleep deprivation which have adverse effects including inefficiency and undermining the body system, inability to concentrate, snoozing during the day, feeling irritable, depression, anxiety, moodiness and fatigue during the day, difficulty getting up from sleep, reduced ability of learning and memorizing, decreased performance of mental alertness, and increased violence (8). Overall sleep hygiene on the other modifiable lifestyle and environment components as well as on behaviors that can correct sleep. Often, a series of simple changes in habits or the sleeping environment can be helpful (9).

Modern life has increased human longevity through medical technology. Increasing life expectancy is associated with increased physical and mental diseases. Furthermore, patients with physical and mental diseases live a longer life. Depression, cardiovascular diseases, pulmonary diseases, malignancies, and painful diseases are common in old age (10-13). These diseases and their treatments, especially the medications, affect older adults’ sleep. Cardiovascular and hypertension medications that are extensively used in old age have an adverse effect on sleep. Many physical diseases disturb sleep and alertness. In addition, sleep may accompany physical illnesses (14).

The disruption of the sleep-wake cycle leads to the disruption of other physiological activities of the body such as loss of appetite, fatigue, lack of concentration, exacerbation of diseases and physical problems (15, 16). Given the increasing number of older people and that they spend a significant portion of their lives in the aging period, their problems are of particular importance (17).

2. Objectives

Sleep hygiene is one of the main aspects of health in older adults. Therefore, this study aimed to investigate the epidemiology of sleep hygiene in older adults and its related factors.

3. Methods

In this descriptive-analytic study, the study population consisted of all older adults aged 60 years and older in Kermanshah in 2017. They lived in the community and with their families. This study used randomized cluster sampling. The municipal districts of Kermanshah were considered clusters, of which five clusters were randomly selected. In each cluster, a number of neighborhoods were selected randomly, in each neighborhood, a number of older adults were selected with convenience sampling. After obtaining informed consent, subjects were interviewed. Among the inclusion criteria were the age of 60 and older and willingness to participate in the study. Older adults and their families were asked about substance abuse, sleeping pills, and mental disorders and their medical history was checked. Older adults who abused substances, consumed sleeping pills, and had mental disorders were excluded. The Berlin questionnaire (BQ) was used to identify those with sleep apnea. The data collection tool consisted of two parts. The first part was about demographic features including age, sex, education level, occupation, and older adults’ diseases, and the second part was the Sleep Health Index (SHI). SHI is a 13-item self-report questionnaire evaluated in 2006 by Mastin et al. (18) SHI was designed to evaluate the environmental and behavioral variables that could increase sleep disturbances (adverse effects on sleep). SHI was designed and adjusted according to the diagnostic criteria mentioned in the International Classification of Sleep Disorders (ICSD) for inadequate sleep hygiene. In this questionnaire, each item is scored with a 5-point scale (always, often, sometimes, rarely, and never). The scores for SHI range from 13 to 65, with a higher score indicating poorer sleep hygiene. To test the psychometric properties of SHI, Mastin et al. (18) used this questionnaire in a population of 632 volunteer psychology students during two semesters. These researchers calculated the Cronbach’s alpha (0.66) and test-retest reliability (0.71) for SHI. Also, Chehri et al. (19) examined the psychometrics of the Persian version of SHI in women. The internal consistency of SHI was 0.83 and it showed a good test-retest reliability (r = 0.84). The exploratory factor analysis revealed three factors: sleep-wake cycle behaviors (4 items), bedroom factors (3 items), and sleep-affecting behaviors (6 items). SPSS software V. 16, descriptive statistics (frequency distribution, mean, and standard deviation) and Kolmogorov-Smirnov, Mann-Whitney and Kruskal-Wallis tests were used to analyze the data.

4. Results

In this study, 598 individuals aged 60 - 80 years old in Kermanshah, Iran were studied in 2017. Their mean age was 68.33 ± 8.75 years, 53.3% were female, 80.6% were married, 44.8% had a high school diploma, and 24.7% were self-employed. Other demographic characteristics are presented in Table 1.

Table 1.

Relative and Absolute Frequency Distribution of Demographic Variables in Subjects

VariablesFrequency (%)
Sex
Female319 (53.3)
Male279 (46.7)
Age
60 - 70421 (70.4)
70 - 80177 (29.6)
Marital status
Single9 (1.5)
Married482 (80.6)
Divorced and widowed107 (17.9)
Educational level
Illiterate203 (33.9)
Under high school diploma268 (44.8)
High school diploma85 (14.2)
Academic42 (7)
Occupation
Housewife201 (33.6)
Unemployed32 (5.4)
Self-employed148 (24.7)
Employee107 (17.9)
Others110 (18.4)
Tea, cups
None24 (4)
< 6442 (73.9)
≥ 6132 (22.1)
Smoking, cigarettes
None513 (85.8)
< 1055 (9.2)
≥ 1030 (5)
Coffee, cup(s)
None559 (93.5)
130 (5)
2 - 39 (1.5)

In total, 14.5% of older adults had chronic headaches, 22.2% had heart diseases, 8.2% had pulmonary diseases, 2.8% had brain diseases, 17.7% had diabetes, 41.1% had hypertension, 21.7% had sleeping apnea, 49.8% snored, and 68.7% had fatigue and drowsiness.

The mean score of SHI in older adults was 28.72 ± 6.99 (range: 13 - 54), and 64.5% had poor sleep hygiene (SHI > 26) Table 2.

Table 2.

Mean and SD of SHI Scores and Its Dimensions in Subjects

VariableNumber of QuestionsMean ± SDMinimumMaximum
Sleep-awake cycle behaviors49.93 ± 3.17420
Bedroom factors35.58 ± 2.51315
Sleep-affecting behaviors613.20 ± 3.97626
Sleep hygiene index (total score)1328.72 ± 6.991354

Kolmogorov-Smirnov test showed the non-normal distribution of SHI data.

Regarding the relationship of sleep hygiene with demographic characteristics, results showed a significant relationship between the following variables: sleep-wake cycle behaviors and education level (P < 0.002), bedroom factors and educational level (P < 0.001), and bedroom factors and occupation (P < 0.001). The findings also showed that sleep hygiene had a significant relationship with the consumption of tea, coffee and smoking habits (P < 0.001). The relationship between demographic variables and sleep hygiene is presented in Table 3.

Table 3.

Comparison of the Mean SHI Score and Its Dimensions in Terms of Demographic Variables in the Subjects

VariablesSleep-Awake Cycle BehaviorsBedroom FactorsSleep-Affecting BehaviorsSleep Hygiene Index (SHI)
Sex
Female9.94 ± 3.185.63 ± 2.4212.88 ± 3.6428.45 ± 6.57
Male9.93 ± 3.185.53 ± 2.6113.57 ± 4.2829.03 ± 7.44
P value0.9900.2800.1070.523
Marital status
Single11.22 ± 3.347.33 ± 2.5013.88 ± 3.8232.44 ± 4.30
Married9.93 ± 3.165.45 ± 2.3913.20 ± 4.0128.59 ± 6.99
Divorced and widowed9.82 ± 3.256.03 ± 2.9213.17 ± 3.8029.03 ± 7.15
P value0.2700.0720.7780.101
Education
Illiterate9.79 ± 2.946.15 ± 2.3912.50 ± 3.2528.45 ± 6.30
Under high school diploma9.66 ± 2.985.42 ± 2.4813.59 ± 4.2028.67 ± 6.96
High school diploma11.31 ± 3.965.05 ± 2.3813.35 ± 4.4529.72 ± 8.54
Academic9.57 ± 3.034.92 ± 2.4413.83 ± 4.2028.33 ± 7.03
P value0.002 *0.001 *0.0500.801
Occupation
Housewife10 ± 3.225.46 ± 2.4212.73 ± 3.7028.20 ± 6.64
Unemployed10.37 ± 2.216.12 ± 2.0213.06 ± 3.5629.56 ± 5.15
Self-employed9.65 ± 2.855.45 ± 2.3613.66 ± 4.1028.77 ± 6.71
Employee10.41 ± 3.865.03 ± 56214.06 ± 4.7429.51 ± 8.33
Others9.60 ± 2.986.33 ± 2.7712.67 ± 3.3528.61 ± 7.06
P value0.1780.001 *0.0990.655
Tea, cups
None9.95 ± 3.775.54 ± 3.00613.16 ± 3.7128.66 ± 7.96
< 69.97 ± 3.155.37 ± 2.4412.95 ± 3.8928.29 ± 6.79
≥ 69.81 ± 3.176.28 ± 2.5414.08 ± 4.1830.18 ± 7.33
P value0.9280.0010.0440.021
Smoking, cigarettes
None9.95 ± 3.235.50 ± 2.4912.76 ± 3.8128.22 ± 6.91
< 109.81 ± 2.725.81 ± 2.4614.63 ± 3.1430.27 ± 6.26
≥ 109.90 ± 3.116.43 ± 2.8418.20 ± 4.0834.53 ± 6.79
P value0.9440.1540.0010.001
Coffee, cup(s)
None9.86 ± 3.155.57 ± 2.4713.10 ± 3.9028.54 ± 6.89
110.33 ± 3.455.60 ± 3.2014.30 ± 4.9930.23 ± 8.33
2 - 313.11 ± 1.766.33 ± 2.3915.88 ± 3.5135.33 ± 5.07
P value0.0030.4590.0410.005

The relationships of sleep hygiene with underlying diseases in the study population are presented in Table 4. The findings of the Mann-Whitney test showed a significant difference between sleep hygiene and pulmonary diseases (P < 0.001), diabetes (P < 0.002), sleep apnea (P < 0.001), snoring (P < 0.001), and fatigue and drowsiness during sleep (P < 0.001).

Table 4.

Frequency Distribution, Mean and SD of SHI Based on Underlying Diseases in the Subjectsa

VariablesFrequency (%)Sleep-Awake Cycle BehaviorsBedroom FactorsBehaviors Affecting SleepSleep Hygiene Index (SHI)
Chronic headache
Yes87 (14.5)9.66 ± 3.175.4 ± 2.2614 ± 4.2629.06 ± 7.17
No511 (85.5)9.98 ± 3.185.61 ± 2.5513.07 ± 3.928.37 ± 6.97
P value0.5940.5880.0510.710
Cardiac diseases
Yes133 (22.2)10.27 ± 3.115.9 ± 2.7113.62 ± 3.9529.81 ± 7.09
No465 (77.8)9.83 ± 3.195.49 ± 2.4413.09 ± 3.9728.41 ± 6.94
P value0.1930.1530.1960.055
Pulmonary diseases
Yes49 (8.2)10.89 ± 3.375.52 ± 2.4615.75 ± 4.6428.35 ± 6.78
No549 (91.8)9.85 ± 3.156.26 ± 2.9612.98 ± 3.8232.91 ± 8.01
P value0.027b0.1140.001b0.001b
Brain diseases
Yes17 (2.8)10.29 ± 3.566.41 ± 3.1215.75 ± 4.6432.91 ± 8.01
No581 (97.2)9.92 ± 3.175.55 ± 2.4912.98 ± 3.8228.35 ± 6.78
P value0.68102490.1250.067
Diabetes
Yes106 (17.7)10.54 ± 36.24 ± 2.5913.80 ± 3.8130.59 ± 6.82
No492 (82.3)9.80 ± 3.25.44 ± 2.4713.08 ± 3.9928.32 ± 6.97
P value0.014b0.002*0.1120.002b
Hypertension
Yes246 (41.1)10.24 ± 3.055.79 ± 2.6813.29 ± 4.0329.33 ± 6.68
No352 (58.9)9.72 ± 3.245.43 ± 2.3713.15 ± 3.9328.3 ± 7.18
P value0.0720.1930.7000.098
Sleep apnea
Yes130 (21.7)10.8 ± 3.386.38 ± 2.81.1514.82 ± 432 ± 7
No468 (78.3)9.69 ± 3.085.36 ± 2.3812.76 ± 3.8427.81 ± 6.67
P value0.004b0.001b0.001b0.001b
Snoring
Yes298 (49.8)10.41 ± 3.305.89 ± 2.6313.73 ± 3.9729.93 ± 6.74
No300 (50.2)9.46 ± 2.975.27 ± 2.3412.05 ± 3.7226.08 ± 6.81
P value0.0040.0040.001b0.001b
Fatigue and drowsiness
Yes411 (68.7)10.37 ± 3.145.82 ± 2.5813.73 ± 3.9729.93 ± 6.74
No187 (31.3)8.96 ± 3.045.06 ± 2.2812.05 ± 3.7226.08 ± 6.81
P value0.001b0.001b0.001b0.001b

Also, the results of the logistic regression test showed that sleep hygiene in older adults is reduced with increasing smoking and increasing age. Furthermore, diabetes, fatigue, drowsiness, and sleep apnea were of the most important factors affecting sleep hygiene.

5. Discussion

The aim of this study was to investigate the epidemiology of sleep hygiene in older adults and its related factors. In this study, older adults described their sleep hygiene status as moderate, and there was no significant difference between men and women. Also, sleep hygiene had no significant relationship with marital status, education, and occupation of older adults. Meanwhile, in a study by Khazaie et al. who studied sleep hygiene patterns in Iranian adult population, sleep hygiene had a significant relationship with sex, age, occupation, and marital status of patients (20). This inconsistency can be due to the difference in the mean age of the two populations, that is, the population in their study was younger than ours (35 vs. 68.33) (20). Cho et al. (21) reported a significant correlation between SHI and age.

In a study by Golenkov and Poluektov (22), women and educated individuals had the highest awareness of sleep hygiene. These were consistent with the present study. Also, sleep hygiene had no significant relationship with the education of older adults. The reason for this difference can be due to the difference in the mean age of the population in the two studies.

Among the most important diseases affecting sleep hygiene, sleep-wake cycle behaviors, bedroom factors, and sleep-affecting behaviors were pulmonary diseases and diabetes, apnea and snoring, and fatigue and drowsiness. Few studies have been done in this regard.

In the present study, sleep hygiene in older adults had a significant relationship with drinking tea, drinking coffee, and smoking, which was in line with the studies by Irish et al. (23) and Nobahar and Vafai (24). Golenkov found that the lowest awareness about sleep hygiene was that of alcohol users and smokers.

Kline et al. (25) reported that women with insomnia who observed more sleep hygiene behaviors had fewer insomnia problems than those with fewer sleep hygiene behaviors. Tea consumption was higher in women with less sleep hygiene behaviors.

The present study found no significant relationship between sleep hygiene and chronic headache. Cho et al. (21) examined sleep hygiene in a group of patients with chronic pain. The results showed that among sleep hygiene-related indicators, sleep disturbing behaviors and irregular sleep-wake cycle were most affected by chronic pain. This means that people with chronic pain have more problems in terms of disruption and sleep-wake disorder. Ellis et al. (26) reported that sleep hygiene can help reduce insomnia. McCrae et al. (27) also concluded that the effectiveness of sleep hygiene as a treatment for insomnia in later years of life, are questionable and need further research.

5.1. Conclusions

Sleep hygiene in older adults is affected by physical and psychosocial factors. In order to help improve the health and quality of sleep in older adults, it is recommended that comprehensive and practical solutions be considered. Plans to increase awareness, training sleeping time hygiene behaviors, providing consulting services to older adults, and improvement of their health and medical services should be considered.

References

  • 1.

    Campbell SS, Stanchina MD, Schlang JR, Murphy PJ. Effects of a month-long napping regimen in older individuals. J Am Geriatr Soc. 2011;59(2):224-32. [PubMed ID: 21314644]. [PubMed Central ID: PMC3074345]. https://doi.org/10.1111/j.1532-5415.2010.03264.x.

  • 2.

    Reid KJ, Martinovich Z, Finkel S, Statsinger J, Golden R, Harter K, et al. Sleep: A marker of physical and mental health in the elderly. Am J Geriatr Psychiatry. 2006;14(10):860-6. [PubMed ID: 17001025]. https://doi.org/10.1097/01.JGP.0000206164.56404.ba.

  • 3.

    Mirzaei M, Gholamrezaei E, Bidaki R, Fallahzadeh H, Ravaei J. [Quality of sleep and methods of management of sleep disorders in elderly of Yazd city in 2016]. SSU Journals. 2017;25(6):467-75. Persian.

  • 4.

    Sadock B, Sadock V, Ruiz P. Kaplan and Sadock's synopsis of psychiatry. Philadelphia (USA): Lippinott Wiliams and Wilkins; 2015.

  • 5.

    Sadock BJ, Sadock VA. Concise textbook of child and adolescent psychiatry. Philadelphia: Lippincott Williams & Wilkins; 2009.

  • 6.

    Lichstein KL, Durrence HH, Riedel BW, Taylor DJ, Bush AJ. Epidemiology of sleep: Age, gender, and ethnicity. Psychology Press; 2013.

  • 7.

    Sadock B, Ruiz P. Comprehensive textbook of psychiatry-Kaplan and Sadock's. Philadephia: Culture Bound Syndromes; 2009.

  • 8.

    Kalat JW. Biopsikologi (biological psychology). Jakarta: Salemba Humanika; 2007.

  • 9.

    Sadock B. Kaplan and Sadock's synopsis of psy. Iran Red Crescent Med J. 2014;16(2).

  • 10.

    Tsai FJ, Motamed S, Rougemont A. The protective effect of taking care of grandchildren on elders' mental health? Associations between changing patterns of intergenerational exchanges and the reduction of elders' loneliness and depression between 1993 and 2007 in Taiwan. BMC Public Health. 2013;13:567. [PubMed ID: 23758624]. [PubMed Central ID: PMC3689038]. https://doi.org/10.1186/1471-2458-13-567.

  • 11.

    Bährer-Kohler S, Hemmeter U. Aspects of mental health care provision of the elderly in Switzerland. Geriatric Mental Health Care. 2013;1(1):11-9. https://doi.org/10.1016/j.gmhc.2012.11.002.

  • 12.

    Phabphal K, Geater A, Limapichat K, Sathirapanya P, Setthawatcharawanich S. Risk factors of recurrent seizure, co-morbidities, and mortality in new onset seizure in elderly. Seizure. 2013;22(7):577-80. [PubMed ID: 23664806]. https://doi.org/10.1016/j.seizure.2013.04.009.

  • 13.

    Boen H, Dalgard OS, Johansen R, Nord E. A randomized controlled trial of a senior centre group programme for increasing social support and preventing depression in elderly people living at home in Norway. BMC Geriatr. 2012;12:20. [PubMed ID: 22607553]. [PubMed Central ID: PMC3494554]. https://doi.org/10.1186/1471-2318-12-20.

  • 14.

    Lamberg L. Insomnia shows strong link to psychiatric disorders. Psychiatric News. 2005;40(12):21. https://doi.org/10.1176/pn.40.12.00400021.

  • 15.

    Perry AG, Potter PA, Ostendorf W. Clinical nursing skills and techniques 8: Clinical nursing skills and techniques. Elsevier Health Sciences. 2013.

  • 16.

    M J. Evaluation of the effect of sleep lessness in working time on quality of nursing duty and the solutions of it. National Congress of Insomnia; 2005.

  • 17.

    Sharifian Sani M, Zanjari N, Sadeghi R. Time usage patterns of Iranian older adults and its association with socioeconomic factors. Salmand. 2016;11(3):400-15. https://doi.org/10.21859/sija-1103400.

  • 18.

    Mastin DF, Bryson J, Corwyn R. Assessment of sleep hygiene using the sleep hygiene index. J Behav Med. 2006;29(3):223-7. [PubMed ID: 16557353]. https://doi.org/10.1007/s10865-006-9047-6.

  • 19.

    Chehri A, Kiamanesh A, Ahadi H, Khazaie H. Psychometric properties of the Persian version of sleep hygiene index in the general population. Iran J Psychiatry Behav Sci. 2016;10(3). e5268. [PubMed ID: 27822283]. [PubMed Central ID: PMC5097828]. https://doi.org/10.17795/ijpbs-5268.

  • 20.

    Khazaie H, Chehri A, Sadeghi K, Heydarpour F, Soleimani A, Rezaei Z. Sleep hygiene pattern and behaviors and related factors among general population in west of Iran. Glob J Health Sci. 2016;8(8):53434. [PubMed ID: 27045403]. [PubMed Central ID: PMC5016358 publication of this paper]. https://doi.org/10.5539/gjhs.v8n8p114.

  • 21.

    Cho S, Kim GS, Lee JH. Psychometric evaluation of the sleep hygiene index: A sample of patients with chronic pain. Health Qual Life Outcomes. 2013;11:213. [PubMed ID: 24359272]. [PubMed Central ID: PMC3905101]. https://doi.org/10.1186/1477-7525-11-213.

  • 22.

    Golenkov AV, Poluektov MG. [Awareness on sleep hygiene rules in Russian population]. Zh Nevrol Psikhiatr Im S S Korsakova. 2016;116(8):57-61. Russian. [PubMed ID: 27635614]. https://doi.org/10.17116/jnevro20161168157-61.

  • 23.

    Irish LA, Kline CE, Gunn HE, Buysse DJ, Hall MH. The role of sleep hygiene in promoting public health: A review of empirical evidence. Sleep Med Rev. 2015;22:23-36. [PubMed ID: 25454674]. [PubMed Central ID: PMC4400203]. https://doi.org/10.1016/j.smrv.2014.10.001.

  • 24.

    Nobahar M, Vafai AA. [Assessment of elderlies sleep disorders and different confronts methods among them]. Iranian Journal of Ageing. 2007;2(2):263-8. Persian.

  • 25.

    Kline CE, Irish LA, Buysse DJ, Kravitz HM, Okun ML, Owens JF, et al. Sleep hygiene behaviors among midlife women with insomnia or sleep-disordered breathing: The SWAN sleep study. J Womens Health (Larchmt). 2014;23(11):894-903. [PubMed ID: 25353709]. [PubMed Central ID: PMC4236092]. https://doi.org/10.1089/jwh.2014.4730.

  • 26.

    Ellis J, Hampson SE, Cropley M. Sleep hygiene or compensatory sleep practices: An examination of behaviours affecting sleep in older adults. Psychol Health Med. 2010;7(2):156-61. https://doi.org/10.1080/13548500120116094.

  • 27.

    McCrae CS, Dzierzewski JM, McNamara JP, Vatthauer KE, Roth AJ, Rowe MA. Changes in sleep predict changes in affect in older caregivers of individuals with Alzheimer's dementia: A multilevel model approach. J Gerontol B Psychol Sci Soc Sci. 2016;71(3):458-62. [PubMed ID: 25429026]. [PubMed Central ID: PMC5013921]. https://doi.org/10.1093/geronb/gbu162.