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“Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?” Birte Saathoff, Inga Rothert Fachgebiet Lichttechnik TU Berlin Lux Junior | 09. September 2017

Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Page 1: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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“Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?”

Birte Saathoff, Inga RothertFachgebiet LichttechnikTU Berlin

Lux Junior | 09. September 2017

Page 2: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga RothertSeite 2

Introduction

Method

Analysis & Results

Conclusion

Page 3: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Introduction

Topic ofResearch

HypothesisMotivation

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Page 4: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Motivation

Licht.de

Page 5: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Motivation

Circadian Physiological Performance Rate(Hildebrandt et.al, 1998) Licht.de

Page 6: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Motivation

Effects of light on alertnessstatic dynamic

High light level(Smolders, Kort 2014, Cajochen 2007)

Short dynamic changes in light (Chang et al. 2012)

Higher short wavelength rate(Keis et al. 2014, Shamsul et al. 2013, Mills et al. 2007)

Page 7: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Topic of Research

Seite 7

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Can dynamic light changes of light level and spectral power distributionimprove alertness and well-being during the physiological afternoon sleepiness?

Experiment

Independent Variables: Dependent Variables:

Control Variables:

Light levelSpectral power distribution

Alertness

Well-being

Room Temperature, Concentration of CO2Experience with concentration testsAge, sicknesses …

Page 8: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Hypothesis

Dynamic light changes of light level as well as spectral power distribution canimprove alertness and well-being during the physiological afternoon sleepiness.

Page 9: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Method

Design

Test ProcedureParticipants

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Page 10: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Participants

- 61 Participants (32 female)- age: 18 – 30 years (average age 24,5)- 31 Part.: Experimental Group- 30 Part.: Control Group

- duration: 9.00 – 9.45 am and 14.00 – 15.30 pm- from Jan – March 2017- max. 6 participants per experiment + test leader- Randomly assigned to light scene and seat- 20 € compensation for participation

3 4

5

6

2

1

Page 11: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Design – Experimental Setup

Lightsceneused for

Ev CCT amelControl Group

Experimental Group

Warm White Yes Yes 200 lx 2.200 K 0,29

Cold White No Yes 1.000 lx 12.000 K 1,59

+ light signal

Page 12: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Design – Experimental Setup

Lightsceneused for

Ev CCT amelControl Group

Experimental Group

Warm White Yes Yes 200 lx 2.200 K 0,29

Cold White No Yes 1.000 lx 12.000 K 1,59

+ light signal

Page 13: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Design – Operationalisation

Independent Variable Dependent Variable Examination Method

Static vs. DynamicLight Scene

Alertness d2-R-Test, Auditive Go-NoGo-Test

Well-being

Subjective sleepiness Questionnaire (KSS)

Subjective feeling of level ofconcentration, stress andmotivation

Questionnaire

Page 14: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Design – Operationalisation

Independent Variable Dependent Variable Examination Method

Static vs. DynamicLight Scene

Alertness d2-R-Test, Auditive Go-NoGo-Test

Well-being

Subjective sleepiness Questionnaire (KSS)

Subjective feeling of level ofconcentration, stress andmotivation

Questionnaire

Page 15: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Test Procedure – Pre-Phase

EGCG

WelcomeVisual Acuity TestInstructions

Practice & Questionnaire

Comment:EG : Experimental GroupCG: Control Group

Morning Afternoon

Explanation, Practice & Questionnaires

Page 16: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Test Procedure – Experimental Phase

Page 17: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Analysis & Results

Auditive Go-NoGo-Test

Questionnaires

d2-R-Test

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Page 18: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

d2-R-Test

140

150

160

170

180

1 2 5

Con

cent

ratio

n pe

rfor

man

ce

test section

Mean value d2-R-TestKGVG

Control GroupExperimental Group

. . .

. . .

Results from Mixed-Anova-Analysis:

No significant interaction betweenconcentration performanec over time andgroup

F(2; 116) = 1,596, p = 0,207

Page 19: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Auditive Go-NoGo-Test

Results from Mixed-Anova-Analysis:

No significant interaction between meanreaction time over time and group

F(2; 112) = 0,794, p = 0,454

280

300

320

340

360

380

400

420

1 2 5

reac

tion

time

[s]

test section

Mean value Go-NoGo-Audiotest

KG

VG

. . .

. . .

Control GroupExperimental Group

Page 20: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Questionnaires: Well-Being

Karolinska-Sleepiness-Scale:1 = extremely alert9 = extremely sleepy, fighting sleep

Results from Mixed-Anova-Analysis:

No significant interaction betweensubjective sleepiness over time and group

F(3,503; 119,696) = 1,165; p = 0,327 1

2

3

4

5

6

7

8

9

1 2 3 4 5

slee

pine

ss

test section

Mean Value KSSKGVG

Control GroupExperimental Group

Page 21: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Questionnaires: Well-Being

Results from Mixed-Anova-Analysis:

No significant interaction betweensubjective feeling of concentration level, motivation level and stress level over time and group.

Concentration Scale:1 = unconcentrated; 7 = concentrated

1

2

3

4

5

6

7

1 2 3 4 5

Con

cent

ratio

n Le

vel

test section

Mean Value Subjective feeling of Concentration level

KGVG

Control GroupExperimental Group

Page 22: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Results Overview

Result ControlGroup

Experimental Group

Alertness ↑ ↑

Subjective Sleepiness (KSS) ↑ ↑Subjective Concentration Level ↔ ↓Subjective Stress Level ↔ ↓Subjective Motivation Level ↓ ↓

Well-being

Page 23: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Discussion

Conclusion

ConfoundingFactors

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Page 24: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Discussion

- Improvement of test results, but no statistic significance between groups+ mismatch to subjective feeling of level of concentration

- No positive effect of dynamic light change to well-being

Hypothesis cannot be verified

Dynamic light changes of light level as well as spectral power distribution can improve alertnessand well-being during the physiological afternoon sleepiness.

Page 25: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Discussion

Missing of effect because of ….

- Type of Lighting?- No real Placebo effect?- Not optimal activation of ipRGCs/Incidence angle of light?- Confounding factors?

Page 26: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Confounding Factors& scope for improvement

Participants

Number of attendees

Behavior

Influence through day activity

Experiment

Presence of test leader

Technical problems with equipment

Room climate

Lighting conditions

Influence of daylight

Type of lighting

No real placebo effect

Incidence angle oflight/activation of ipRGCs

Page 27: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Conclusion- Complexity of influence of ligth on biological and cognitive processes and well-being- Dependent from parameters, which are difficult to control

Still, study can be used as …

- Opportunity for comparisons to other studies (summer study)- Basis for further investigations

What should be considered for upcoming studies?

- Elimination of confounding factors- Change/Improvement of study design and concentration tests- Influence on elderly people ….

Page 28: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Questions?

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

Page 29: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Literature

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

[1] Braun, M.: Chronobiologische Arbeitsgestaltung.http://wiki.iao.fraunhofer.de/index.php/Chronobiologische_Arbeitsgestaltung, 24.05.2017 nach Hildebrandt et.al 1998

[2] Brickenkamp, R.; Schmidt-Atzert, L.; Liepmann, D. (2010): Test d2 - Revision, Aufmerksamkeits- und Konzentrationstest. Göttingen: Hogrefe.

[3] Cajochen, Christian (2007): Alerting effects of light. In: Sleep medicine reviews 11 (6), S. 453–464. DOI: 10.1016/j.smrv.2007.07.009.

[4] Chang, Anne-Marie; Santhi, Nayantara; St Hilaire, Melissa; Gronfier, Claude; Bradstreet, Dayna S.; Duffy, Jeanne F. et al. (2012): Human responses to bright light of different durations. In: The Journal of Physiology 590 (Pt 13), S. 3103–3112. DOI: 10.1113/jphysiol.2011.226555.

[5] Keis, Oliver; Helbig, Hannah; Streb, Judith; Hille, Katrin (2014): Influence of blue-enriched classroom lighting on students ׳ cognitive performance. In: Trends in Neuroscience and Education 3 (3-4), S. 86–92. DOI: 10.1016/j.tine.2014.09.001.

Page 30: Lux Junior | 09. September 2017 - Startseite TU Ilmenau · 2017-10-13 · [7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour

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Literature

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

[6] LICHT.DE FÖRDERGEMEINSCHAFT GUTES LICHT (Hrsg.): licht.wissen 19 : Wirkung des Lichts auf den Menschen, 2014 (licht.wissen 19)

[7] Mills, Peter R.; Tomkins, Susannah C.; Schlangen, Luc J M (2007): The effect of high correlated colour temperature office lighting on employee wellbeing and work performance. In: Journal of circadian rhythms 5, S. 2. DOI: 10.1186/1740-3391-5-2.

[8] Shamsul, B.M.T; Sia, C. C.; Ng, Y.G; Karmegan, K. (2013): Effects of Light’s Colour Temperatures on Visual Comfort Level, Task Performances, and Alertness among Students. In: AJPHR 1 (7), S. 159–165. DOI: 10.12691/ajphr-1-7-3.

[9] Smolders, Karin C.H.J.; de Kort, Yvonne A.W. (2014): Bright light and mental fatigue: Effects on alertness, vitality, performance and physiological arousal. In: Journal of Environmental Psychology 39, S. 77–91. DOI: 10.1016/j.jenvp.2013.12.010.

[10] Synaptikon GmbH: NeuroNation. Online verfügbar unter https://www.neuronation.de/science/exercises-scientific-background, zuletzt geprüft am 14.07.2017.

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Literature

Can dynamic light changes of light level and spectral power distribution improve alertness and well-being?Fachgebiet Lichttechnik | Birte Saathoff und Inga Rothert

[11] van Bommel, Wout J M (2006): Non-visual biological effect of lighting and the practical meaning for lighting for work. In: Applied ergonomics 37 (4), S. 461–466. DOI: 10.1016/j.apergo.2006.04.009.