| Literature DB >> 25093001 |
Margaret Moline1, Marco daCosta DiBonaventura2, Dhvani Shah1, Rami Ben-Joseph1.
Abstract
STUDYEntities:
Keywords: health outcomes; insomnia; nocturnal awakenings; sleep quality; sleep symptoms; work productivity
Year: 2014 PMID: 25093001 PMCID: PMC4114905 DOI: 10.2147/NSS.S66696
Source DB: PubMed Journal: Nat Sci Sleep ISSN: 1179-1608
Figure 1Prevalence of insomnia symptoms among total sample (N=60,783).
Abbreviation: MOTN, middle-of-the-night.
Demographic and health history of those with different insomnia symptoms
| Difficulty falling asleep only | MOTN awakenings only | Poor quality of sleep only | Waking several times only | Waking up too early only | No insomnia | ||
|---|---|---|---|---|---|---|---|
| Age (Mean ± SD) | 41.36±15.91 | 53.38±15.60 | 41.05±14.07 | 50.58±16.19 | 52.01±15.74 | 47.17±16.54 | <0.001 |
| Female (%) | 2,398 (57.2%) | 1,289 (60.9%) | 820 (54.2%) | 1,424 (55.1%) | 1,076 (44.4%) | 14,659 (46.1%) | <0.001 |
| Race/ethnicity | <0.001 | ||||||
| Non-Hispanic white (%) | 2,867 (68.3%) | 1,599 (75.6%) | 972 (64.3%) | 1,990 (77.0%) | 1,758 (72.6%) | 21,904 (68.9%) | |
| Non-Hispanic black (%) | 400 (9.5%) | 243 (11.5%) | 191 (12.6%) | 260 (10.1%) | 313 (12.9%) | 4,054 (12.7%) | |
| Hispanic (%) | 476 (11.3%) | 146 (6.9%) | 159 (10.5%) | 170 (6.6%) | 166 (6.9%) | 2,665 (8.4%) | |
| Other race/ethnicity (%) | 452 (10.8%) | 127 (6.0%) | 190 (12.6%) | 166 (6.4%) | 184 (7.6%) | 3,188 (10.0%) | |
| Less than university education (%) | 2,474 (59.0%) | 1,103 (52.2%) | 834 (55.2%) | 1,420 (54.9%) | 1,328 (54.9%) | 17,227 (54.2%) | <0.001 |
| Annual household income (USD) | <0.001 | ||||||
| <$25K (%) | 776 (18.5%) | 283 (13.4%) | 287 (19.0%) | 379 (14.7%) | 326 (13.5%) | 4,875 (15.3%) | |
| $25K to <$50K (%) | 1,138 (27.1%) | 511 (24.2%) | 405 (26.8%) | 662 (25.6%) | 629 (26.0%) | 7,746 (24.4%) | |
| $50K to<$75K (%) | 837 (20.0%) | 453 (21.4%) | 317 (21.0%) | 549 (21.2%) | 520 (21.5%) | 6,185 (19.4%) | |
| $75K or more (%) | 1,064 (25.4%) | 639 (30.2%) | 379 (25.1%) | 757 (29.3%) | 710 (29.3%) | 9,434 (29.7%) | |
| Decline to answer (%) | 380 (9.1%) | 229 (10.8%) | 124 (8.2%) | 239 (9.2%) | 236 (9.7%) | 3,571 (11.2%) | |
| Employed (%) | 2,374 (56.6%) | 1,100 (52.0%) | 974 (64.4%) | 1,450 (56.1%) | 1,488 (61.5%) | 18,878 (59.3%) | <0.001 |
| BMI category | <0.001 | ||||||
| Underweight (%) | 102 (2.4%) | 25 (1.2%) | 27 (1.8%) | 47 (1.8%) | 33 (1.4%) | 642 (2.0%) | |
| Normal weight (%) | 1,472 (35.1%) | 714 (33.8%) | 500 (33.1%) | 814 (31.5%) | 777 (32.1%) | 10,617 (33.4%) | |
| Overweight (%) | 1,320 (31.5%) | 715 (33.8%) | 472 (31.2%) | 863 (33.4%) | 865 (35.7%) | 10,438 (32.8%) | |
| Obese (%) | 1,235 (29.4%) | 621 (29.4%) | 488 (32.3%) | 821 (31.7%) | 716 (29.6%) | 9,442 (29.7%) | |
| Decline to provide weight (%) | 66 (1.6%) | 40 (1.9%) | 25 (1.7%) | 41 (1.6%) | 30 (1.2%) | 672 (2.1%) | |
| Drink alcohol (%) | 2,793 (66.6%) | 1,452 (68.7%) | 966 (63.9%) | 1,773 (68.6%) | 1,667 (68.9%) | 19,805 (62.3%) | <0.001 |
| Smoking behavior | <0.001 | ||||||
| Never smoked (%) | 2,257 (53.8%) | 1,157 (54.7%) | 873 (57.7%) | 1,327 (51.3%) | 1,217 (50.3%) | 18,979 (59.7%) | |
| Former smoker (%) | 1,072 (25.6%) | 725 (34.3%) | 369 (24.4%) | 861 (33.3%) | 795 (32.8%) | 8,439 (26.5%) | |
| Current smoker (%) | 866 (20.6%) | 233 (11.0%) | 270 (17.9%) | 398 (15.4%) | 409 (16.9%) | 4,393 (13.8%) | |
| Regularly exercise (%) | 2,906 (69.3%) | 1,444 (68.3%) | 967 (64.0%) | 1,644 (63.6%) | 1,643 (67.9%) | 21,085 (66.3%) | <0.001 |
| CCI (Mean ± SD) | 0.25±0.60 | 0.32±0.70 | 0.22±0.58 | 0.34±0.73 | 0.29±0.65 | 0.24±0.59 | <0.001 |
Abbreviations: BMI, body mass index; CCI, Charlson comorbidity index; MOTN, middle-of-the-night; SD, standard deviation.
Adjusted levels of health status of those with various insomnia symptoms and those without insomnia
| MCS
| PCS
| Health utilities
| ||||
|---|---|---|---|---|---|---|
| Mean | SE | Mean | SE | Mean | SE | |
| Difficulty falling asleep only (n=4,195) (A) | 47.62BCDEF | 0.17 | 48.32CF | 0.15 | 0.74BCDEF | 0.002 |
| Waking several times only (n=2,586) (B) | 49.13ACEF | 0.20 | 48.15CF | 0.18 | 0.75ACDEF | 0.003 |
| Waking up too early only (n=2,421) (C) | 50.09ABDEF | 0.20 | 49.43ABDE | 0.18 | 0.77ABDEF | 0.003 |
| MOTN awakenings only (n=2,115) (D) | 48.53ACEF | 0.22 | 48.60CF | 0.20 | 0.75ACEF | 0.003 |
| Poor quality of sleep only (n=1,512) (E) | 45.85ABCDF | 0.25 | 48.30CF | 0.22 | 0.72ABCDF | 0.003 |
| No insomnia (n=31,811) (F) | 50.89ABCDE | 0.11 | 49.30ABDE | 0.10 | 0.78ABCDE | 0.001 |
Notes: Superscript letters indicate which groups had adjusted means that are significantly different from other groups (P<0.05). All reported means were adjusted for age, sex, race/ethnicity, education, household income, BMI, alcohol use, smoking behavior, exercise behavior, and the CCI.
Abbreviations: BMI, body mass index; CCI, Charlson comorbidity index; MCS, mental component summary; MOTN, middle-of-the-night; PCS, physical component summary; SE, standard error.
Adjusted levels of health care resource use and direct cost differences among those with only one insomnia symptom and those without insomnia
| Number of physician visits
| Number of ER visits
| Number of hospitalizations
| Direct costs
| |||||
|---|---|---|---|---|---|---|---|---|
| Mean | SE | Mean | SE | Mean | SE | Mean | SE | |
| Difficulty falling asleep only (n=4,195) (A) | 2.73F | 0.03 | 0.19 | 0.14 | 0.13 | 0.16 | $5,853F | 0.06 |
| Waking several times only (n=2,586) (B) | 2.62F | 0.03 | 0.22 | 0.16 | 0.17 | 0.19 | $6,363F | 0.08 |
| Waking up too early only (n=2,421) (C) | 2.53F | 0.04 | 0.19 | 0.17 | 0.12 | 0.20 | $5,536 | 0.08 |
| MOTN awakenings only (n=2,115) (D) | 2.61F | 0.04 | 0.21 | 0.18 | 0.15 | 0.21 | $6,088 | 0.08 |
| Poor quality of sleep only (n=1,512) (E) | 2.92F | 0.04 | 0.18 | 0.21 | 0.08 | 0.26 | $5,449 | 0.09 |
| No insomnia (n=31,811) (F) | 2.19ABCDE | 0.02 | 0.17 | 0.08 | 0.12 | 0.10 | $4,928 | 0.04 |
Notes: Superscript letters indicate which groups are significantly different from the reported adjusted mean (P<0.05). Resource use was assessed in the past 6 months. Direct costs were on a per-respondent annual basis. All reported means were adjusted for age, sex, race/ethnicity, education, household income, BMI, alcohol use, smoking behavior, exercise behavior, and the CCI.
Abbreviations: BMI, body mass index; CCI, Charlson comorbidity index; MOTN, middle-of-the-night; SE, standard error; ER, emergency room.
Adjusted levels of work impairment and indirect cost of those with various insomnia symptoms and those without insomnia
| Absenteeism % | Presenteeism % | Overall work impairment % | Activity impairment %
| Indirect costs | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | SE | Mean | SE | Mean | SE | Mean | SE | Mean | SE | |
| Difficulty falling asleep only (N=4,195) (A) | 2.93 | 0.14 | 16.69CF | 0.05 | 18.15CF | 0.05 | 23.64F | 0.03 | $6,535CF | 0.05 |
| Waking several times only (N=2,586) (B) | 3.41 | 0.16 | 14.59F | 0.06 | 16.56F | 0.06 | 21.80F | 0.04 | $5,960F | 0.06 |
| Waking up too early only (N=2,421) (C) | 2.98 | 0.17 | 12.14AE | 0.06 | 13.73AE | 0.06 | 17.39 | 0.04 | $4,944AEF | 0.06 |
| MOTN awakenings only (N=2,115) (D) | 2.87 | 0.18 | 14.51F | 0.07 | 15.88 | 0.07 | 21.73EF | 0.04 | $5,718 | 0.07 |
| Poor quality of sleep only (N=1,512) (E) | 2.87 | 0.19 | 17.29CF | 0.08 | 18.57CF | 0.07 | 25.60BCDF | 0.05 | $6,685CF | 0.07 |
| No insomnia (N=31,811) (F) | 2.99 | 0.09 | 11.58ABDE | 0.03 | 13.24ABE | 0.03 | 17.45ABDE | 0.02 | $4,766ABE | 0.03 |
Notes:
Calculated only for those who were currently employed (difficulty falling asleep only: N=2,374; waking several times only: N=1,450; waking up too early only: N=1,488; MOTN awakenings only: N=1,100; poor quality of sleep only: N=974; no insomnia: N=18,878). Superscript letters indicate which groups are significantly different from the reported adjusted mean (P<0.05). Indirect costs were on a per-employee annual basis. All reported means were adjusted for age, sex, race/ethnicity, education, household income, BMI, alcohol use, smoking behavior, exercise behavior, and the CCI.
Abbreviations: BMI, body mass index; CCI, Charlson comorbidity index; MOTN, middle-of-the-night; SE, standard error.
Demographic and health history variables pre- and postmatch between those without insomnia and those with only MOTN awakening
| Prematch
| Postmatch
| |||||
|---|---|---|---|---|---|---|
| No insomnia | MOTN awakening only | Matched control | MOTN awakening only | |||
| Age (Mean ± SD) | 47.17±16.54 | 53.38±15.60 | <0.001 | 53.25±16.04 | 53.38±15.60 | 0.784 |
| Female (%) | 14,659 (46.1%) | 1,289 (60.9%) | <0.001 | 1,263 (59.7%) | 1,289 (60.9%) | 0.414 |
| Race/ethnicity | <0.001 | 0.567 | ||||
| Non-Hispanic white (%) | 21,904 (68.9%) | 1,599 (75.6%) | 1,617 (76.5%) | 1,599 (75.6%) | ||
| Non-Hispanic black (%) | 4,054 (12.7%) | 243 (11.5%) | 216 (10.2%) | 243 (11.5%) | ||
| Hispanic (%) | 2,665 (8.4%) | 146 (6.9%) | 156 (7.4%) | 146 (6.9%) | ||
| Other race/ethnicity (%) | 3,188 (10.0%) | 127 (6.0%) | 126 (6.0%) | 127 (6.0%) | ||
| Less than university education (%) | 17,227 (54.2%) | 1,103 (52.2%) | 0.073 | 1,176 (55.6%) | 1,103 (52.2%) | 0.024 |
| Annual household income (USD) | 0.052 | 0.025 | ||||
| <$25K (%) | 4,875 (15.3%) | 283 (13.4%) | 228 (10.8%) | 283 (13.4%) | ||
| $25K to <$50K (%) | 7,746 (24.4%) | 511 (24.2%) | 521 (24.6%) | 511 (24.2%) | ||
| $50K to <$75K (%) | 6,185 (19.4%) | 453 (21.4%) | 501 (23.7%) | 453 (21.4%) | ||
| $75K or more (%) | 9,434 (29.7%) | 639 (30.2%) | 606 (28.7%) | 639 (30.2%) | ||
| Decline to answer (%) | 3,571 (11.2%) | 229 (10.8%) | 259 (12.2%) | 229 (10.8%) | ||
| Employed (%) | 18,878 (59.3%) | 1,100 (52.0%) | <0.001 | 1,126 (53.2%) | 1,100 (52.0%) | 0.423 |
| BMI category | 0.082 | 0.023 | ||||
| Underweight (%) | 642 (2.0%) | 25 (1.2%) | 38 (1.8%) | 25 (1.2%) | ||
| Normal weight (%) | 10,617 (33.4%) | 714 (33.8%) | 653 (30.9%) | 714 (33.8%) | ||
| Overweight (%) | 10,438 (32.8%) | 715 (33.8%) | 683 (32.3%) | 715 (33.8%) | ||
| Obese (%) | 9,442 (29.7%) | 621 (29.4%) | 688 (32.5%) | 621 (29.4%) | ||
| Decline to provide weight (%) | 672 (2.1%) | 40 (1.9%) | 53 (2.5%) | 40 (1.9%) | ||
| Drink alcohol (%) | 19,805 (62.3%) | 1,452 (68.7%) | <0.001 | 1,542 (72.9%) | 1,452 (68.7%) | 0.002 |
| Smoking behavior | <0.001 | 0.508 | ||||
| Never smoked (%) | 18,979 (59.7%) | 1,157 (54.7%) | 1,164 (55.0%) | 1,157 (54.7%) | ||
| Former smoker (%) | 8,439 (26.5%) | 725 (34.3%) | 698 (33.0%) | 725 (34.3%) | ||
| Current smoker (%) | 4,393 (13.8%) | 233 (11.0%) | 253 (12.0%) | 233 (11.0%) | ||
| Regularly exercise (%) | 21,085 (66.3%) | 1,444 (68.3%) | 0.06 | 1,508 (71.3%) | 1,444 (68.3%) | 0.032 |
| Charlson comorbidity index (Mean ± SD) | 0.24±0.59 | 0.32±0.70 | <0.001 | 0.31±0.68 | 0.32±0.70 | 0.687 |
Abbreviations: BMI, body mass index; MOTN, middle-of-the-night; SD, standard deviation.
Figure 2Health status mean differences between those with MOTN awakening only (N=2,115) and matched controls (N=2,115).
Notes: *P<0.05; **P<0.05 and exceeds clinically relevant thresholds. The matched control group was matched on age, sex, race/ethnicity, education, household income, BMI, alcohol use, smoking behavior, exercise behavior, and the CCI.
Abbreviations: BMI, body mass index; CCI, Charlson comorbidity index; MOTN, middle-of-the-night; SF-12v2, Short Form 12 version 2.
Economic outcome differences between those with MOTN awakening only (N=2,115) and matched controls (N=2,115)
| Matched controls (N=2,115)
| MOTN awakenings only (N=2,115)
| ||||
|---|---|---|---|---|---|
| Mean | SD | Mean | SD | ||
| ER visits in the past 6 months | 0.15 | 1.26 | 0.15 | 0.57 | 0.90 |
| Hospitalizations in the past 6 months | 0.11 | 1.41 | 0.10 | 0.47 | 0.61 |
| Health care provider visits in past 6 months | 3.00 | 4.82 | 3.40 | 4.05 | 0.003 |
| Annual direct costs (USD) | $5,926 | $19,914 | $6,373 | $11,052 | 0.37 |
| Absenteeism % | 1.50 | 8.48 | 2.54 | 11.08 | 0.015 |
| Presenteeism % | 7.50 | 17.07 | 10.63 | 19.91 | <0.001 |
| Overall work impairment % | 8.33 | 18.55 | 12.02 | 21.98 | <0.001 |
| Activity impairment % | 14.71 | 24.27 | 18.32 | 25.25 | <0.001 |
| Annual indirect costs | $3,000 | $6,678 | $4,328 | $7,913 | <0.001 |
Notes:
Calculated only among those employed (matched control: N=1,126; MOTN awakenings only: N=1,100). The matched control group was matched on age, sex, race/ethnicity, education, household income, BMI, alcohol use, smoking behavior, exercise behavior, and the CCI.
Abbreviations: BMI, body mass index; CCI, Charlson comorbidity index; ER, emergency room; MOTN, middle-of-the-night; SD, standard deviation.
Figure 3Prevalence of diagnosed, undiagnosed, and only symptomatic respondents with each insomnia symptom.
Abbreviation: MOTN, middle-of-the-night.