| Literature DB >> 36014796 |
Enrique Ramón-Arbués1,2, José-Manuel Granada-López2,3,4, Blanca Martínez-Abadía5, Emmanuel Echániz-Serrano2,3, Isabel Antón-Solanas3,6, Benjamin Adam Jerue7.
Abstract
While it has long been recognized that diet is a leading behavioral risk factor for human health, recent scientific findings have also suggested that diet and sleep quality may be connected. The purpose of the present study is to evaluate the association between diet and sleep quality among a group of Spanish university students. To do so, a cross-sectional study of 868 students was carried out. Sleep quality was assessed using the Spanish version of the Pittsburgh Sleep Quality Index (PSQI), while diet was assessed using the Spanish Healthy Eating Index (SHEI). The study revealed a noteworthy rate of bad sleepers (51.6%) and students whose diet needed modifications (82.2%). Unhealthy eaters were more likely to have poor sleep quality (aOR = 4.20; CI 95%: 2.07-8.52). The unbalanced intake of vegetables (aOR = 1.63; CI 95%: 1.14-2.34), fruits (aOR = 4.08; CI 95%: 2.90-5.74), dairy products (aOR = 1.96; CI 95%: 1.41-2.72), lean meats (aOR = 1.82; CI 95%: 1.19-2.78), legumes (aOR = 1.43; CI 95%: 1.00-2.02), sweets (aOR = 1.60; CI 95%: 1.13-2.25) and sugary soft drinks (aOR = 1.46; CI 95%: 1.07-1.99) was associated with lower sleep quality.Entities:
Keywords: cross-sectional studies; diet; sleep quality; university students
Mesh:
Year: 2022 PMID: 36014796 PMCID: PMC9415359 DOI: 10.3390/nu14163291
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
Figure 1Participant selection flowchart.
Characteristics of the study population according to their sleep quality.
| Variables | Total | Good Sleep Quality | Poor Sleep Quality |
|
|---|---|---|---|---|
| Age | 22.84 ± 7.50 | 23.05 ± 7.89 | 22.64 ± 7.12 | 0.148 |
| Sex | ||||
| Male | 189 (21.8%) | 119 (63.0%) | 70 (37.0%) | 0.000 |
| Female | 679 (78.2%) | 301 (44.3%) | 378 (55.7%) | |
| BMI (kg/m2) | 22.20 ± 3.18 | 21.94 ± 2.93 | 22.44 ± 3.38 | 0.015 |
| BMI categories | ||||
| Under weight (<18.5 kg/m2) | 84 (9.7%) | 35 (41.7%) | 49 (58.3%) | |
| Normal weight (18.5–24.9 kg/m2) | 672 (77.4%) | 343 (51.0%) | 329 (49.0%) | 0.005 |
| Over-weight (25–29.9 kg/m2) | 70 (8.1%) | 21 (30.0%) | 49 (70.0%) | |
| Obese (≥30 kg/m2) | 42 (4.8%) | 21 (50.0%) | 21 (50.0%) | |
| Relationship status | ||||
| Without a stable partner | 476 (54.8%) | 224 (47.1%) | 252 (52.9%) | 0.413 |
| With a stable partner | 392 (45.2%) | 196 (50.0%) | 196 (50.0%) | |
| Grade point average (min. 0–max. 10) | 7.14 ± 0.62 | 7.15 ± 0.65 | 7.13 ± 0.59 | 0.931 |
| Perceived social class | ||||
| Lower | 210 (24.2%) | 77 (36.7%) | 133 (63.3%) | 0.000 |
| Middle | 623 (71.7%) | 322 (51.7%) | 301 (48.3%) | |
| Upper | 35 (4.0%) | 21 (60.0%) | 14 (40.0%) | |
| Smoking habits | ||||
| Smoker | 280 (32.3%) | 98 (35.0%) | 182 (65.0%) | 0.000 |
| Non-smoker | 588 (67.7%) | 322 (54.8%) | 266 (45.2%) | |
| CAGE Score | 0.62 ± 0.91 | 0.58 ± 0.91 | 0.66 ± 0.90 | 0.062 |
| CAGE categories | ||||
| Non-risky alcohol consumption | 742 (85.5%) | 364 (49.1%) | 378 (50.9%) | 0.386 |
| Risky alcohol consumption | 126 (14.5%) | 56 (44.4%) | 70 (55.6%) | |
| Screen time/day | 3.40 ± 1.72 | 3.53 ± 1.77 | 3.27 ± 1.65 | 0.097 |
| Physical activity | ||||
| Low | 231 (26.6%) | 105 (45.5%) | 126 (54.5%) | 0.076 |
| Medium | 371 (42.7%) | 196 (52.8%) | 175 (47.2%) | |
| High | 266 (30.6%) | 119 (44.7%) | 147 (55.3%) | |
| SHEI Score | 69.88 ± 11.28 | 71.43 ± 11.56 | 68.44 ± 10.83 | 0.000 |
| SHEI categories | ||||
| Unhealthy diet | 49 (5.6%) | 21 (42.9%) | 28 (57.1%) | 0.000 |
| Diet needing modifications | 665 (76.6%) | 294 (44.2%) | 371 (55.8%) | |
| Healthy diet | 154 (17.7%) | 105 (68.2%) | 49 (31.8%) | |
| Hours of sleep/day | 7.15 ± 1.19 | 7.65 ± 1.26 | 6.68 ± 0.89 | 0.000 |
| PSQI total (min. 0–max. 21) | 6.39 ± 3.58 | 3.52 ± 1.26 | 9.08 ± 2.89 | 0.000 |
| PSQI dimensions | ||||
| Subjective sleep quality (min. 0–max. 3) | 0.98 ± 0.82 | 0.45 ± 0.49 | 1.47 ± 0.77 | 0.000 |
| Sleep latency (min. 0–max. 3) | 1.43 ± 1.00 | 0.67 ± 0.59 | 2.14 ± 0.74 | 0.000 |
| Sleep duration (min. 0–max. 3) | 0.74 ± 0.74 | 0.33 ± 0.53 | 1.13 ± 0.69 | 0.000 |
| Habitual sleep efficiency (min. 0–max. 3) | 0.49 ± 0.76 | 0.10 ± 0.30 | 0.86 ± 0.88 | 0.000 |
| Sleep disturbances (min. 0–max. 3) | 1.13 ± 0.47 | 0.97 ± 0.36 | 1.28 ± 0.51 | 0.000 |
| Use of sleep medications (min. 0–max. 3) | 0.28 ± 0.71 | 0.05 ± 0.21 | 0.50 ± 0.92 | 0.000 |
| Daytime dysfunction (min. 0–max. 3) | 1.34 ± 0.82 | 0.95 ± 0.61 | 1.70 ± 0.82 | 0.000 |
Figure 2Level of adherence to recommended frequency for eating foods according to sleep quality. * Statistically significant differences between groups (p < 0.05 bilateral). Note: Non-adherence to recommended food intake criteria (SENC): bread and grains: less than daily; vegetables: less than daily; fruits: less than daily; dairy products: less than daily; meat: more than twice a week; legumes: less than twice a week; cold meats and cuts: once a week or more; sweets: once a week or more; and soft drinks with sugar: once a week or more.
PSQI scores based on diet quality.
| Unhealthy Diet (a) | Needed Changes Diet (b) | Healthy Diet (c) |
| Post-Hoc Pairwise Comparisons | |
|---|---|---|---|---|---|
| Subjective sleep quality (min. 0–max. 3) | 1.29 ± 0.70 | 1.00 ± 0.83 | 0.77 ± 0.79 | 0.000 | a, b > c |
| Sleep latency (min. 0–max. 3) | 1.71 ± 1.17 | 1.46 ± 0.93 | 1.18 ± 1.16 | 0.001 | a, b > c |
| Sleep duration (min. 0–max. 3) | 0.43 ± 0.50 | 0.81 ± 0.77 | 0.55 ± 0.58 | 0.000 | b > a, c |
| Habitual sleep efficiency (min. 0–max. 3) | 0.43 ± 0.74 | 0.54 ± 0.81 | 0.32 ± 0.56 | 0.011 | b > c |
| Sleep disturbances (min. 0–max. 3) | 1.00 ± 0.54 | 1.15 ± 0.48 | 1.09 ± 0.42 | 0.093 | -------- |
| Use of sleep medications (min. 0–max. 3) | 0.14 ± 0.35 | 0.24 ± 0.63 | 0.50 ± 1.04 | 0.040 | c > b |
| Daytime dysfunction (min. 0–max. 3) | 1.57 ± 0.74 | 1.36 ± 0.80 | 1.18 ± 0.83 | 0.005 | a, b > c |
| PSQI total (min. 0–max. 21) | 6.57 ± 3.83 | 6.56 ± 3.61 | 5.59 ± 3.25 | 0.003 | b > c |
Relationship between diet quality and presence of poor sleep quality (PSQI score > 5).
| Independent Variable | Unadjusted OR (CI 95%) | Adjusted OR (CI 95%) * |
|---|---|---|
| Healthy diet | Reference | Reference |
| Diet needing modifications | 2.704 (1.864, 3.923) ** | 2.791 (1.874, 4.157) ** |
| Unhealthy diet | 2.857 (1.477, 5.526) ** | 4.201 (2.071, 8.525) ** |
* Adjusted for age (continuous), gender (male/female), physical activity (low/medium/high), perceived social class (lower/middle/upper), BMI (<18.5 kg/m2/18.5–24.9 kg/m2/≥25 kg/m2), smoker (yes/no), problematic alcohol use (yes/no), academic performance (continuous), relationship status (yes/no) and screen time (continuous). ** p < 0.005.
Relationship between not adhering to national guidelines for consuming different foods and the presence of poor sleep quality (PSQI score > 5).
| Independent Variable | Unadjusted OR (CI 95%) | Adjusted OR (CI 95%) * |
|---|---|---|
| Bread and grains a | 0.933 (0.682, 1.277) | 0.872 (0.618, 1.230) |
| Vegetables a | 1.591 (1.147, 2.206) ** | 1.637 (1.143, 2.345) ** |
| Fruit a | 3.761 (2.771, 5.104) ** | 4.085 (2.906, 5.742) ** |
| Dairy a | 1.681 (1.241, 2.276) ** | 1.964 (1.417, 2.723) ** |
| Meat (including eggs) a | 1.581 (1.104, 2.265) ** | 1.826 (1.196, 2.786) ** |
| Legumes a | 1.120 (0.823, 1.525) | 1.430 (1.009, 2.027) ** |
| Cold meats and cuts b | 0.774 (0.544, 1.101) | 0.764 (0.525, 1.111) |
| Sweets b | 1.776 (1.282, 2.460) ** | 1.603 (1.138, 2.257) ** |
| Soft drinks with sugar b | 1.747 (1.312, 2.326) ** | 1.462 (1.071, 1.995) ** |
a Category that was underconsumed. b Category that was overconsumed. * Adjusted for age (continuous), gender (male/female), physical activity (low/medium/high), perceived social class (lower/middle/upper), BMI (<18.5 kg/m2/18.5–24.9 kg/m2/≥25 kg/m2), smoker (yes/no), problematic alcohol use (yes/no), academic performance (continuous), relationship status (yes/no) and screen time (continuous). ** p < 0.005.