| Literature DB >> 27980611 |
Yumiko Kurata1, Shuhei Izawa2, Shinobu Nomura3.
Abstract
BACKGROUND: Daylight hours in high-latitude regions tend to be longer than those in Japan in summer, and shorter than those in Japan in winter. For example, daylight hours in London in winter are one-third those of Tokyo. Therefore, this study investigated and compared seasonal changes in mood and behaviours of Japanese individuals living in and outside Japan.Entities:
Keywords: Depression; Japanese resident; Migration; Seasonal affective disorder; Seasonal changes
Year: 2016 PMID: 27980611 PMCID: PMC5139138 DOI: 10.1186/s13030-016-0084-2
Source DB: PubMed Journal: Biopsychosoc Med ISSN: 1751-0759
Characteristics of participants
|
| Mean age ( | Sex | Mean age |
| Duration of stay (months) | Occupation | Family status | Children | Seasonality score (GSS) | |
|---|---|---|---|---|---|---|---|---|---|---|
| UK | 105 | 41.1 (±8.10) | Male | 40.83 | 9.51 | 90 | Student 4 | Unmarried 18 | Yes 64 | Low: |
| Female | 41.18 | 7.73 | ||||||||
| Nordic countries | 40 | 39.08 (±10.06) | Male | 30 | 5.87 | 99.67 | Student 6 | Unmarried 9 | Yes 18 | Low: |
| Female | 40.68 | 9.83 | ||||||||
| Southeast Asia | 51 | 40.82 (±5.95) | Male | 40.24 | 7.27 | 56.27 | Student 1 | Unmarried 3 | Yes 42 | Low: |
| Female | 41.06 | 5.28 | ||||||||
| Japan | 96 | 43.97 | Male | 47.25 | 12.07 | Student 10 | Unmarried 30 | Yes 48 | Low: n = 72 (75.0%) | |
| Female | 43.04 | 12.78 |
GSS Global Seasonality Score. Based on participants’ GSS scores, respondents were divided into low (˂8), moderate (8–10), and high (≥11) seasonality groups
Fig. 1Timing of the surveys. GSS: Global Seasonality Score; GHQ: Global Seasonality Score; SPAQ: Seasonal Pattern Assessment Questionnaire
The number of participants completing each survey
| Survey | Winter (Response rate %) | Summer (Response rate %) | Both (Response rate %) | |
|---|---|---|---|---|
| 2009 | UK | 260 | 233 | 105 (15.98%) |
| 2012 | Nordic countries | 68 (63.55%) | 44 (41.12%) | 40 (18.69%) |
| Southeast Asia | 89 (63.57%) | 57 (51.18%) | 51 (21.25%) | |
| Japan | 153 (75.74%) | 117 (57.92%) | 96 (20.55%) |
Fig. 2Results of the paired t-test on GHQ28 mean scores by season. Black shading: Winter; Dotted shading: Summer. Winter. Summer
Differences by the paired t-test between summer and winter scores on the GHQ28 and CES-D
| UK ( | Nordic Countries ( | Japan ( | Southeast Asia ( | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean |
|
|
| Mean |
|
|
| Mean |
|
|
| Mean |
|
|
| ||
| GHQ28 Total score | Winter | 25.47 | 12.30 | 4.08 | ** | 25.53 | 12.36 | 2.30 | * | 22.78 | 9.32 | .00 |
| 23.18 | 9.03 | 1.34 |
|
| Summer | 20.93 | 10.62 | 20.90 | 8.35 | 22.72 | 10.49 | 21.84 | 9.42 | |||||||||
| Somatic symptoms (GHQ28) | Winter | 7.45 | 4.16 | 2.57 | ** | 6.90 | 3.84 | 1.47 |
| 6.77 | 3.85 | .22 |
| 7.04 | 3.55 | .41 |
|
| Summer | 6.29 | 4.08 | 6.08 | 3.25 | 6.66 | 3.61 | 6.84 | 4.09 | |||||||||
| Anxiety/insomnia (GHQ28) | Winter | 8.16 | 4.59 | 3.57 | ** | 8.33 | 4.47 | 2.47 | * | 7.07 | 3.78 | .41 |
| 7.37 | 3.03 | .11 |
|
| Summer | 6.63 | 3.99 | 6.60 | 3.20 | 6.9 | 3.77 | 7.33 | 3.60 | |||||||||
| Social dysfunction (GHQ28) | Winter | 7.31 | 2.79 | 2.57 | ** | 7.30 | 2.48 | 2.40 | * | 6.76 | 2.15 | .07 |
| 6.43 | 1.80 | 1.13 |
|
| Summer | 6.48 | 2.70 | 6.03 | 2.28 | 6.73 | 2.52 | 6.12 | 1.93 | |||||||||
| Severe depression (GHQ28) | Winter | 2.54 | 4.20 | 2.79 | ** | 3.00 | 4.24 | 1.25 |
| 2.18 | 2.79 | .73 |
| 2.33 | 3.25 | 2.10 |
|
| Summer | 1.54 | 2.73 | 2.20 | 3.20 | 2.44 | 3.26 | 1.55 | 2.75 | |||||||||
| CES-D | Winter | 13.12 | 8.34 | −3.72 | ** | 13.55 | 8.84 | 2.30 | * | 12.21 | 6.99 | .80 |
| 10.90 | 5.58 | 1.45 |
|
| Summer | 10.66 | 7.17 | 10.78 | 7.55 | 11.66 | 7.76 | 9.80 | 9.42 | |||||||||
GHQ28 General Health Questionnaire 28, CES-D The Center for Epidemiologic Studies Depression Scale
*p < .05, **p < .01
Distribution of scores above/below 6 points on the GHQ28 by country
| UK ( | Japan ( | ||||||||
| n | % | Mean |
| n | % | Mean |
| ||
| Winter | High Group (more than 6 points) | 47 | 44.76 | 11.94 | 5.52 | 34 | 35.42 | 10.12 | 3.20 |
| Low Group (less than 6 points) | 58 | 55.24 | 2.29 | 1.67 | 62 | 64.58 | 2.15 | 1.60 | |
| Summer | High Group (more than 6 points) | 36 | 34.29 | 10.33 | 5.13 | 37 | 38.54 | 10.38 | 3.97 |
| Low Group (less than 6 points) | 69 | 65.71 | 2.29 | 1.79 | 59 | 61.46 | 2.05 | 1.67 | |
| Nordic countries ( | Southeast Asia (n = 51) | ||||||||
| n | % | Mean |
| n | % | Mean |
| ||
| Winter | High Group (more than 6 points) | 20 | 50.00 | 11.65 | 4.30 | 20 | 39.22 | 9.45 | 4.45 |
| Low Group (less than 6 points) | 20 | 50.00 | 2.25 | 1.92 | 31 | 60.78 | 2.48 | 1.67 | |
| Summer | High Group (more than 6 points) | 11 | 27.50 | 8.91 | 2.26 | 18 | 35.30 | 9.44 | 3.22 |
| Low Group (less than 6 points) | 29 | 72.50 | 2.28 | 1.79 | 33 | 64.70 | 2.21 | 1.54 | |
GHQ28 General Health Questionnaire 28
Results of the Kruskal-Wallis Test on GSS scores
| Median | Mean |
|
| Multiple comparisons | |
|---|---|---|---|---|---|
| UK | 6.00 | 6.51 | 31.45 | *** | UK – Nordic countries |
| Nordic countries | 5.00 | 5.60 | |||
| Southeast Asia | 1.00 | 2.92 | |||
| Japan | 4.00 | 4.76 |
GSS Global Seasonality Score
** p < .0083, ***p < .0016 (after Bonferroni correction)
Differences in GSS scores based on demographic data (UK)
| Category |
| Mean |
|
|
| Multiple comparison | |
|---|---|---|---|---|---|---|---|
| Gender | Male | 49 | 5.31 | 4.29 | −1.72 | † | |
| Female | 211 | 6.52 | 4.46 | ||||
| Age | 20s | 25 | 8.32 | 3.87 | 5.74 | ** | 20s > 40s * |
| 30s | 73 | 7.39 | 4.77 | ||||
| 40s | 130 | 5.70 | 4.01 | ||||
| 50 and over | 32 | 4.58 | 4.02 | ||||
| Occupation | Student | 17 | 8.65 | 4.14 | 3.06 | * | Others > Part-time† |
| Housewife | 114 | 6.23 | 4.31 | ||||
| Full-time | 100 | 10.00 | 4.42 | ||||
| Part-time | 7 | 4.78 | 5.51 | ||||
| (Other) | −18 | 6.35 | 4.35 | ||||
| Family status | Unmarried | 57 | 7.33 | 4.19 | 2.15 | * | Unmarried > Married * |
| Married | 196 | 5.92 | 4.41 | ||||
| (Other) | (7) | 8.00 | 6.33 | ||||
| Children | Yes | 163 | 6.20 | 4.69 | -.42 | n.s. | - |
| No | 97 | 6.43 | 4.02 | ||||
| Duration of stay | Within 2 years | 60 | 5.75 | 4.13 | 2.98 | * | 2–10 years > over 10 years † |
| 2–10 years | 131 | 6.95 | 4.64 | ||||
| Over 10 years | 69 | 5.51 | 4.20 | ||||
GSS Global Seasonality Score
† p < .10, *p < .05, **p < .01
Results of the repeated measures ANOVA for GHQ28 (UK and Nordic countries)
| Main effect | Interaction effect | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| Mean |
|
|
| Mean |
|
|
| |||||
| UK ( | Gender | Male | 23 | 20.33 | 2.07 | 2.48 |
| Male | Winter | 22.04 | 2.55 | .27 |
|
| Female | 82 | 24.01 | 1.09 | Summer | 18.61 | 2.21 | |||||||
| Season | Winter | 105 | 24.24 | 1.44 | 9.40 | ** | Female | Winter | 26.43 | 1.35 | |||
| Summer | 20.10 | 1.25 | Summer | 21.59 | 1.17 | ||||||||
| Age | 39 years and under | 40 | 24.94 | 1.57 | 1.98 |
| 39 years and under | Winter | 28.15 | 1.93 | 1.79 |
| |
| 40 years and above | 65 | 22.13 | 1.23 | Summer | 21.73 | 1.68 | |||||||
| Season | Winter | 105 | 25.98 | 1.22 | 18.42 | ** | 40 years and above | Winter | 23.82 | 1.51 | |||
| Summer | 21.09 | 1.07 | Summer | 20.45 | 1.32 | ||||||||
| Occupation | Full time | 41 | 22.24 | 1.56 | .62 |
| Full time | Winter | 25.72 | 1.55 | .65 |
| |
| Other | 64 | 23.81 | 1.25 | Summer | 21.91 | 1.33 | |||||||
| Season | Winter | 105 | 25.4 | 1.24 | 17.2 | ** | Other | Winter | 25.07 | 1.93 | |||
| Summer | 20.66 | 1.06 | Summer | 19.42 | 1.66 | ||||||||
| Family status | Unmarried | 25 | 25.02 | 2.00 | 1.09 |
| Unmarried | Winter | 27.92 | 2.46 | .40 |
| |
| Married | 80 | 22.63 | 1.12 | Summer | 22.12 | 2.13 | |||||||
| Season | Winter | 105 | 26.31 | 1.41 | 14.40 | ** | Married | Winter | 24.7 | 1.37 | |||
| Summer | 21.34 | 1.22 | Summer | 20.56 | 1.19 | ||||||||
| Children | Yes | 64 | 22.9 | 1.25 | .15 |
| Yes | Winter | 24.86 | 1.54 | .47 |
| |
| No | 41 | 23.67 | 1.57 | Summer | 20.94 | 1.33 | |||||||
| Season | Winter | 105 | 25.64 | 1.23 | 16.94 | ** | No | Winter | 26.42 | 1.93 | |||
| Summer | 20.93 | 1.07 | Summer | 20.93 | 1.67 | ||||||||
| Duration of stay | 90 months and under | 68 | 24.46 | 1.20 | 3.16 | † | 90 months and under | Winter | 27.56 | 1.46 | 4.21 |
| |
| 91 months and above | 37 | 20.88 | 1.62 | Summer | 21.37 | 1.29 | |||||||
| Season | Winter | 105 | 24.59 | 1.23 | 11.21 | ** | 91 months and above | Winter | 21.62 | 1.98 | |||
| Summer | 20.75 | 1.09 | Summer | 20.14 | 1.75 | ||||||||
| Nordic countries ( | Gender | Male | 6 | 23.33 | 2.77 | .00 |
| Male | Winter | 24.33 | 5.11 | .30 |
|
| Female | 34 | 23.19 | 1.87 | Summer | 22.33 | 3.44 | |||||||
| Season | Winter | 40 | 25.03 | 2.77 | 1.56 |
| Female | Winter | 25.74 | 2.15 | |||
| Summer | 21.49 | 1.87 | Summer | 20.65 | 1.45 | ||||||||
| Age | 39 years and under | 24 | 22.63 | 1.73 | .29 |
| 39 years and under | Winter | 24.83 | 2.55 | .02 |
| |
| 40 years and above | 16 | 24.09 | 2.12 | Summer | 20.42 | 1.72 | |||||||
| Season | Winter | 40 | 25.7 | 2.02 | 5.06 | * | 40 years and above | Winter | 26.56 | 3.12 | |||
| Summer | 21.02 | 1.36 | Summer | 21.63 | 2.11 | ||||||||
| Occupation | Full time | 15 | 21.9 | 2.18 | .58 |
| Full time | Winter | 28.28 | 2.4 | 2.97 | † | |
| Other | 25 | 24.00 | 1.69 | Summer | 19.72 | 1.66 | |||||||
| Season | Winter | 40 | 24.61 | 1.95 | 2.97 | † | Other | Winter | 20.93 | 3.09 | |||
| Summer | 21.29 | 1.36 | Summer | 22.87 | 2.15 | ||||||||
| Family status | Unmarried | 10 | 21.50 | 2.68 | .55 |
| Unmarried | Winter | 21.8 | 3.9 | 1.35 |
| |
| Married | 30 | 23.78 | 1.54 | Summer | 21.2 | 2.67 | |||||||
| Season | Winter | 40 | 24.28 | 2.25 | 2.02 |
| Married | Winter | 26.77 | 2.25 | |||
| Summer | 21 | 1.54 | Summer | 20.8 | 1.54 | ||||||||
| Children | Yes | 17 | 23.17 | 2.07 | .00 |
| Yes | Winter | 24.41 | 3.01 | 2.83 |
| |
| No | 23 | 23.24 | 1.78 | Summer | 18.94 | 2.01 | |||||||
| Season | Winter | 40 | 25.77 | 1.98 | 6.66 | * | No | Winter | 24.13 | 2.59 | |||
| Summer | 20.65 | 1.32 | Summer | 22.35 | 1.73 | ||||||||
| Duration of stay | 90 months and under | 26 | 23.21 | 1.67 | .00 |
| 90 months and under | Winter | 25.65 | 2.46 | .03 |
| |
| 91 months and above | 14 | 23.21 | 2.28 | Summer | 20.77 | 1.66 | |||||||
| Season | Winter | 40 | 25.47 | 2.08 | .03 |
| 91 months and above | Winter | 25.47 | 1.4 | |||
| Summer | 20.96 | 1.4 | Summer | 20.96 | |||||||||
GHQ28 General Health Questionnaire 28
**p < .01, *p < .05, † p < .10
Analysis of mood and behaviour using the Kruskal-Wallis test for SPAQ scores
| Mood | Interpersonal behavior | Sleep | |||||||
|---|---|---|---|---|---|---|---|---|---|
|
| Chi-squared value | Regional comparisons |
| Chi-squared value | Regional comparisons |
| Chi-squared value | Regional comparisons | |
| January | ** | 16.18 | UK < J, SA | ** | 21.7 | UK < J, SA | * | 14.62 | SA < UK, J |
| February |
| 11.69 | - | ** | 23.43 | SA < UK, NC, J | ** | 10.36 | SA < UK, J |
| March |
| 6.52 | - |
| 10.88 | E < SA |
| 1.97 | – |
| April | * | 11.71 | SA < UK |
| 2.16 |
|
| 2.98 | – |
| May | ** | 50.79 | J < UK; SA < UK, NC,J | ** | 25.23 | SA < UK, NC, J | ** | 10.39 | NC < J |
| June | ** | 97.01 | J < UK,NC; SA < UK,NC | ** | 49.66 | J < UK, NC; SA < UK, NC | * | 14.77 | UK, NC < J |
| July | ** | 104.48 | J < UK,NC; SA < UK,NC | ** | 28.37 | J < UK, NC; SA < UK, NC |
| 8.12 | – |
| August | ** | 46.81 | J < UK,NC; SA < UK,NC |
| 3.86 | – | ** | 15.78 | – |
| September |
| 11.35 | – |
| 7.65 | – |
| 6.2 | – |
| October | ** | 21.24 | UK, NC < J; SA < J |
| 3.24 | – | * | 12.72 | J < NC |
| November | ** | 44.83 | NC < UK; UK, NC < J; UK, N < SA |
| 9.6 | J < UK |
| 7.71 | – |
| December | * | 13.97 | UK < J,SA |
| 4.53 | – |
| 5.66 | – |
UK United Kingdom, NC Nordic countries, J Japan, SA Southeast Asia
**p < .0016 *p < .0083 (Bonferroni correction)
Analysis of mood and behaviour using the Kruskal-Wallis test for SPAQ scores
| Weight | Appetite | |||||
|---|---|---|---|---|---|---|
|
| Chi-squared value | Regional comparisons |
| Chi-squared value | Regional comparisons | |
| January | ** | 22.20 | UK < J; SA < J | * | 13.52 | SA < J |
| February |
| 3.01 | – |
| 0.73 | – |
| March |
| 1.82 | – |
| 1.62 | – |
| April | * | 13.30 | SA < UK |
| 3.11 | – |
| May | * | 11.94 | SA < NC, J | ** | 15.48 | SA < UK, NC, J |
| June |
| 3.71 | – |
| 4.17 | – |
| July |
| 4.87 | – | ** | 22.43 | J < UK, NC |
| August | * | 12.02 | UK < J | ** | 19.09 | J < UK |
| September |
| 1.09 | – |
| 5.89 | – |
| October |
| 1.70 | – |
| 11.07 | – |
| November |
| 0.41 | – |
| 11.07 | – |
| December |
| 2.04 |
| 1.57 | – | |
UK United Kingdom, NC Nordic countries, J Japan, SA Southeast Asia
**p < .0016 *p < .0083 (Bonferroni correction)
Fig. 3The monthly percentage of participants who responded ‘in a bad mood’ with cross-tabulations. Blue: Nordic countries (n = 40); Red: Southeast Asia (n = 51); Green: Japan (n = 96); Purple: UK (n = 105). Nordic countries (n = 40). Southeast Asia (n = 51). Japan (n = 96). U.K. (n = 105)
Fig. 4The monthly percentage of participants who responded ‘increase in interpersonal behavior’ with cross-tabulations. Blue: Nordic countries (n = 40); Red: Southeast Asia (n = 51); Green: Japan (n = 96); Purple: UK (n = 105). Nordic countries (n = 40). Southeast Asia (n = 51). Japan (n = 96). U.K. (n = 105)
Fig. 5The monthly percentage of participants who responded ‘decreased sleeping hours’ with cross-tabulations. Blue: Nordic countries (n = 40); Red: Southeast Asia (n = 51); Green: Japan (n = 96); Purple: UK (n = 105). Nordic countries (n = 40). Southeast Asia (n = 51). Japan (n = 96). U.K. (n = 105)