| Literature DB >> 30210562 |
Mathias Adamsson1, Thorbjörn Laike2, Takeshi Morita3.
Abstract
The purpose of the study was to investigate seasonal variation in mood and behavior among a group of office workers in Sweden (56°N). Thirty subjects participated in this longitudinal study. The subjects kept a weekly log that included questionnaires for ratings of psychological wellbeing and daily sleep-activity diaries where they also noted time spent outdoors. The lighting conditions in the offices were subjectively evaluated during one day, five times over the year. There was a seasonal variation in positive affect and in sleep-activity behavior. Across the year, there was a large variation in the total time spent outdoors in daylight. The subjects reported seasonal variation concerning the pleasantness, variation and strength of the light in the offices and regarding the visibility in the rooms. Finally, the subjects spent most of their time indoors, relying on artificial lighting, which demonstrates the importance of the lighting quality in indoor environments.Entities:
Keywords: Circannual; High latitude; Light exposure; Lighting conditions; Psychological wellbeing; Sleep-wake behavior
Year: 2018 PMID: 30210562 PMCID: PMC5853818 DOI: 10.5334/jcr.153
Source DB: PubMed Journal: J Circadian Rhythms ISSN: 1740-3391
Climatic conditions for the location where the study was carried out [64].
| Month | Hours of sunshine (h) | Global radiation (kWh/m2) | Days with rainfall/snowfall (number of days) | Mean air temperature (°C) |
|---|---|---|---|---|
| February | 69 | 29.9 | 10 | 4.1 |
| March | 140 | 71.6 | 19 | 3.4 |
| April | 219 | 128.9 | 8 | 7.9 |
| May | 364 | 202.6 | 4 | 12.8 |
| June | 289 | 188.3 | 11 | 16.0 |
| July | 312 | 189.8 | 7 | 18.8 |
| August | 168 | 114 | 20 | 17.3 |
| September | 159 | 88.4 | 11 | 13.3 |
| October | 112 | 47.3 | 22 | 9.4 |
| November | 40 | 14.8 | 20 | 5.5 |
| December | 28 | 8.8 | 16 | 2.1 |
| January | 39 | 12.1 | 14 | 0.0 |
Mean ambient room temperature across the year. Measurements were conducted with a calibrated Testo 720 digital temperature meter (Testo Se&Co. KGaA, Lenzkirch, Germany) in the morning and afternoon at five times (in February/March, in April/May, in June/July, in September/October, and in December/January).
| Parameter | Feb/Mar | Apr/May | Jun/Jul | Sep/Oct | Dec/Jan | |
|---|---|---|---|---|---|---|
| Room temperature | Mean (°C) | 22.7 | 22.7 | 22.7 | 21.7 | 22.1 |
| SD (°C) | 1.0 | 0.7 | 0.9 | 0.7 | 0.7 | |
An example for PANAS when missing values have been replaced by means.
| Day 1 | Day 2 | Day 3 | Day 4 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Parameter | 12.00 | 15.00 | 20.00 | 08.00 | 12.00 | 15.00 | 20.00 | 08.00 | 12.00 | 15.00 | 20.00 | 08.00 | 12.00 |
| PA | 28 | 27 | 23 | 35 | 40 | 38 | 39 | 31 | 24 | 32 | 28 | ||
| NA | 17 | 24 | 21 | 16 | 23 | 16 | 14 | 18 | 15 | 19 | 14 | ||
Figure 1Diurnal and seasonal variation in Positive affect (N = 30).
Mean, median and standard deviation for ratings of positive affect (PA) at the different times of the day and daily average across the seasons.
| Season | Daily average | Time of day/(hh:mm) | ||||
|---|---|---|---|---|---|---|
| 08:00 | 12:00 | 15:00 | 20:00 | |||
| Winter | Mean | 28.55 | 28.42 | 29.72 | 29.25 | 26.39 |
| Median | 28.90 | 28.78 | 29.67 | 29.67 | 27.48 | |
| SD | 6.94 | 7.60 | 7.59 | 7.17 | 6.18 | |
| Spring | Mean | 27.49 | 27.65 | 29.12 | 28.50 | 24.85 |
| Median | 26.67 | 27.89 | 28.98 | 28.89 | 25.76 | |
| SD | 6.24 | 6.68 | 6.98 | 6.74 | 6.36 | |
| Summer | Mean | 28.97 | 28.51 | 29.90 | 29.36 | 27.82 |
| Median | 30.05 | 29.83 | 30.63 | 30.44 | 28.79 | |
| SD | 7.18 | 7.65 | 7.78 | 7.72 | 6.52 | |
| Autumn | Mean | 29.18 | 29.15 | 30.71 | 29.84 | 26.54 |
| Median | 30.56 | 29.50 | 31.70 | 30.94 | 27.60 | |
| SD | 7.40 | 7.71 | 8.25 | 8.14 | 6.41 | |
Mean, median and standard deviation for ratings of negative affect (NA) at the different times of the day and daily average across the seasons.
| Season | Daily average | Time of day/(hh:mm) | ||||
|---|---|---|---|---|---|---|
| 08:00 | 12:00 | 15:00 | 20:00 | |||
| Winter | Mean | 13.03 | 12.85 | 13.17 | 13.17 | 12.95 |
| Median | 10.98 | 11.07 | 10.97 | 10.97 | 11.12 | |
| SD | 3.84 | 3.97 | 4.02 | 4.02 | 3.55 | |
| Spring | Mean | 12.99 | 12.84 | 12.99 | 12.99 | 13.15 |
| Median | 12.13 | 11.78 | 11.75 | 11.75 | 12.11 | |
| SD | 2.90 | 2.94 | 2.96 | 2.96 | 3.01 | |
| Summer | Mean | 12.81 | 12.95 | 12.79 | 12.79 | 12.72 |
| Median | 10.82 | 11.05 | 10.62 | 10.62 | 10.58 | |
| SD | 3.50 | 3.66 | 3.50 | 3.50 | 3.60 | |
| Autumn | Mean | 12.64 | 12.68 | 12.57 | 12.57 | 12.72 |
| Median | 11.64 | 11.5 | 11.36 | 11.36 | 12.17 | |
| SD | 3.13 | 3.16 | 3.20 | 3.20 | 3.14 | |
Mean, median and standard deviation for wake-up time, bed time and sleep duration across the seasons.
| Season | Wake-up time (hh:min) | Sleep time (hh:mm) | Sleep duration (hh:mm) | |
|---|---|---|---|---|
| Winter | Mean | 06:17 | 22:50 | 07:27 |
| Median | 06:17 | 23:03 | 07:15 | |
| SD | 00:35 | 00:38 | 00:48 | |
| Spring | Mean | 06:09 | 22:48 | 07:27 |
| Median | 06:11 | 23:01 | 07:12 | |
| SD | 00:23 | 00:43 | 00:42 | |
| Summer | Mean | 06:12 | 23:05 | 07:07 |
| Median | 06:15 | 23:04 | 07:10 | |
| SD | 00:20 | 00:27 | 00:27 | |
| Autumn | Mean | 06:13 | 22:56 | 07:16 |
| Median | 06:17 | 23:03 | 07:15 | |
| SD | 00:27 | 00:42 | 00:40 | |
Mean, median and standard deviation for assessments of lighting conditions in the offices in the morning and afternoon in February (Feb), April (Apr), June (Jun), September (Sep) and December (Dec).
| Parameter | Morning | Afternoon | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Feb | Apr | Jun | Sep | Dec | Feb | Apr | Jun | Sep | Dec | ||
| Hedonic tone | Mean | 4.86 | 4.95 | 4.81 | 5.15 | 4.80 | 4.86 | 4.99 | 4.88 | 5.04 | 4.73 |
| Median | 4.83 | 5.00 | 4.83 | 5.17 | 4.69 | 4.77 | 5.00 | 5.00 | 5.06 | 4.83 | |
| SD | 0.84 | 0.80 | 0.82 | 0.78 | 0.81 | 0.82 | 0.75 | 0.87 | 0.92 | 1.05 | |
| Strength | Mean | 4.70 | 5.02 | 4.74 | 4.75 | 4.61 | 4.80 | 4.95 | 4.78 | 4.80 | 4.63 |
| Median | 5.00 | 5.00 | 4.75 | 4.84 | 4.69 | 4.75 | 5.00 | 4.75 | 4.63 | 4.75 | |
| SD | 1.01 | 0.52 | 0.96 | 0.63 | 0.98 | 0.90 | 0.77 | 1.01 | 0.96 | 1.00 | |
| Variation | Mean | 3.62 | 3.94 | 3.95 | 3.93 | 4.00 | 3.82 | 3.95 | 3.95 | 3.90 | 4.13 |
| Median | 3.75 | 4.00 | 4.00 | 3.77 | 4.00 | 3.81 | 4.00 | 4.00 | 3.77 | 4.06 | |
| SD | 0.56 | 0.71 | 0.64 | 0.75 | 0.73 | 0.58 | 0.66 | 0.69 | 0.58 | 0.75 | |
| Flicker | Mean | 1.92 | 2.04 | 2.41 | 1.92 | 2.26 | 2.12 | 2.18 | 2.34 | 2.14 | 2.15 |
| Median | 1.00 | 1.00 | 2.00 | 1.00 | 1.50 | 2.00 | 2.00 | 2.00 | 1.50 | 1.50 | |
| SD | 1.34 | 1.58 | 1.77 | 1.39 | 1.57 | 1.50 | 1.54 | 1.74 | 1.63 | 1.56 | |
| Visibility | Mean | 5.79 | 5.63 | 5.67 | 5.71 | 5.49 | 5.30 | 5.28 | 5.53 | 5.38 | 5.32 |
| Median | 6.00 | 6.00 | 6.00 | 6.00 | 6.00 | 6.00 | 6.00 | 6.00 | 6.00 | 6.00 | |
| SD | 1.46 | 1.53 | 1.20 | 1.20 | 1.40 | 1.56 | 1.84 | 1.46 | 1.55 | 1.55 | |
Figure 2Time spent outdoors and in bright daylight outdoors during the year (N = 30).
Mean, median and standard deviation for time (minutes) spent outdoors during the different periods of the day across the year.
| Season | Time period/(hh:mm–hh:mm) | Daily/minutes | ||||||
|---|---|---|---|---|---|---|---|---|
| 04:00–08:00 | 08:00–12:00 | 12:00–16:00 | 16:00–20:00 | 20:00–24:00 | 00:00–04:00 | |||
| Winter | Mean | 6.5 | 2.5 | 7.2 | 13.3 | 2.3 | 0 | 31.8 |
| Median | 1.6 | 0 | 6.5 | 12.2 | 0 | 0 | 31.4 | |
| SD | 8.0 | 3.7 | 7.7 | 11.2 | 4.1 | 0 | 26.4 | |
| Spring | Mean | 8.5 | 3.8 | 10.6 | 23.6 | 4.6 | 0.5 | 51.7 |
| Median | 7.5 | 2.5 | 9.7 | 20.0 | 3.1 | 0 | 49.6 | |
| SD | 7.7 | 4.0 | 8.8 | 15.8 | 5.4 | 2.8 | 31.7 | |
| Summer | Mean | 6.8 | 3.8 | 12.8 | 43.3 | 15.1 | 0.7 | 85.1 |
| Median | 3.8 | 1.7 | 12.5 | 42.2 | 13.3 | 0.0 | 81.9 | |
| SD | 7.4 | 6.3 | 11.8 | 30.0 | 12.1 | 3.6 | 50.6 | |
| Autumn | Mean | 6.1 | 2.1 | 9.2 | 23.7 | 5.5 | 0 | 46.6 |
| Median | 3.7 | 1.3 | 7.9 | 17.2 | 1.5 | 0 | 42.3 | |
| SD | 6.8 | 3.1 | 7.5 | 22.1 | 6.7 | 0.2 | 35.1 | |
Mean, median and standard deviation for exposure (minutes) to bright daylight outdoors during the different periods of the day across the year.
| Season | Time period/(hh:mm–hh:mm) | Daily/minutes | ||||||
|---|---|---|---|---|---|---|---|---|
| 04:00–08:00 | 08:00–12:00 | 12:00–16:00 | 16:00–20:00 | 20:00–24:00 | 00:00–04:00 | |||
| Winter | Mean | 0.8 | 2.1 | 7.1 | 0.2 | 0 | 0 | 10.2 |
| Median | 0 | 0.3 | 6.5 | 0 | 0 | 0 | 8.3 | |
| SD | 1.5 | 3.1 | 7.6 | 0.6 | 0 | 0 | 10.1 | |
| Spring | Mean | 7.3 | 4.1 | 10.6 | 19.0 | 0.4 | 0 | 41.4 |
| Median | 5.4 | 2.5 | 10.6 | 16.9 | 0 | 0 | 39.1 | |
| SD | 7.0 | 4.4 | 8.9 | 13.2 | 1.0 | 0 | 24.8 | |
| Summer | Mean | 8.3 | 4.0 | 13.2 | 45.1 | 12.5 | 0 | 83.1 |
| Median | 5.0 | 1.7 | 12.8 | 43.9 | 12.4 | 0 | 80.6 | |
| SD | 9.0 | 6.3 | 11.8 | 29.2 | 9.7 | 0 | 47.0 | |
| Autumn | Mean | 5.8 | 2.1 | 9.6 | 22.3 | 1.2 | 0 | 40.9 |
| Median | 4.4 | 1.3 | 7.9 | 17.3 | 0 | 0 | 35.5 | |
| SD | 5.9 | 3.2 | 7.8 | 20.3 | 2.9 | 0 | 31.4 | |
Figure 3Time spent in bright daylight outdoors during the different time periods of the day across the year (N = 30).
Time of sunrise and sunset, work schedules, sleep-wake behavior and daylight availability during leisure time (N = 30).
| Month | Sunrise (hh:mm) | Sunset (hh:mm) | Start work (hh:mm) | End work (hh:mm) | Wake up time (hh:mm) | Bedtime (hh:mm) | Time in bed (hh:mm) | Start work-Sunrise (hh:mm) | End work-Sunset (hh:mm) | Daylight hours during leisure time (hh:mm) |
|---|---|---|---|---|---|---|---|---|---|---|
| Jun | 04:24 | 20:58 | 07:48 | 16:24 | 06:08 | 23:03 | 07:06 | 03:24 | 04:34 | 07:58 |
| Jul | 04:46 | 20:45 | 07:50 | 16:19 | 06:14 | 23:11 | 07:04 | 03:04 | 04:26 | 07:30 |
| Aug | 05:41 | 19:46 | 07:51 | 15:55 | 06:11 | 22:57 | 07:14 | 02:10 | 03:51 | 06:01 |
| Sep | 06:41 | 18:26 | 07:48 | 16:40 | 06:14 | 23:00 | 07:18 | 01:07 | 01:46 | 02:53 |
| Oct | 07:36 | 17:08 | 07:48 | 16:28 | 06:14 | 22:55 | 07:18 | 00:12 | 00:40 | 00:52 |
| Nov | 07:46 | 16:01 | 07:59 | 16:23 | 06:17 | 22:45 | 07:30 | 00:13 | 00:00 | 00:13 |
| Dec | 08:33 | 15:34 | 07:57 | 16:32 | 06:15 | 22:52 | 07:21 | 00:00 | 00:00 | 00:00 |
| Jan | 08:28 | 16:06 | 07:50 | 16:49 | 06:18 | 22:50 | 07:27 | 00:00 | 00:00 | 00:00 |
| Feb | 07:36 | 17:11 | 07:45 | 16:54 | 06:06 | 22:49 | 07:13 | 00:09 | 00:17 | 00:26 |
| Mar | 06:28 | 18:13 | 07:50 | 16:53 | 06:06 | 22:39 | 07:26 | 01:22 | 01:20 | 02:42 |
| Apr | 06:03 | 19:17 | 07:54 | 16:28 | 06:15 | 22:53 | 07:21 | 01:51 | 02:49 | 04:40 |
| May | 04:56 | 20:17 | 07:52 | 16:27 | 06:14 | 23:00 | 07:13 | 02:56 | 03:50 | 06:46 |