A Web-Based Photo-Alteration Intervention to Promote Sleep: Randomized Controlled Trial

Isabel Perucho, Kamalakannan M Vijayakumar, Sean N Talamas, Michael Wei-Liang Chee, David I Perrett, Jean C J Liu, Isabel Perucho, Kamalakannan M Vijayakumar, Sean N Talamas, Michael Wei-Liang Chee, David I Perrett, Jean C J Liu

Abstract

Background: Receiving insufficient sleep has wide-ranging consequences for health and well-being. Although educational programs have been developed to promote sleep, these have had limited success in extending sleep duration. To address this gap, we developed a Web-based program emphasizing how physical appearances change with varying amounts of sleep.

Objective: The aims of this study were to evaluate (1) whether participants can detect changes in appearances as a function of sleep and (2) whether this intervention can alter habitual sleep patterns.

Methods: We conducted a 5-week, parallel-group, randomized controlled trial among 70 habitual short sleepers (healthy adults who reported having <7 hours of sleep routinely). Upon study enrollment, participants were randomly assigned (1:1) to receive either standard information or an appearance-based intervention. Both groups received educational materials about sleep, but those in the appearance group also viewed a website containing digitally edited photographs that showed how they would look with varying amounts of sleep. As the outcome variables, sleep duration was monitored objectively via actigraphy (at baseline and at postintervention weeks 1 and 4), and participants completed a measure of sleep hygiene (at baseline and at postintervention weeks 2, 4, and 5). For each outcome, we ran intention-to-treat analyses using linear mixed-effects models.

Results: In total, 35 participants were assigned to each group. Validating the intervention, participants in the appearance group (1) were able to identify what they looked like at baseline and (2) judged that they would look more attractive with a longer sleep duration (t26=10.35, P<.001). In turn, this translated to changes in sleep hygiene. Whereas participants in the appearance group showed improvements following the intervention (F1,107.99=9.05, P=.003), those in the information group did not (F1,84.7=0.19, P=.66). Finally, there was no significant effect of group nor interaction of group and time on actigraphy-measured sleep duration (smallest P=.26).

Conclusions: Our findings suggest that an appearance-based intervention, while not sufficient as a stand-alone, could have an adjunctive role in sleep promotion.

Trial registration: ClinicalTrials.gov NCT02491138; https://ichgcp.net/clinical-trials-registry/NCT02491138.

Keywords: outward appearance; physical appearance; public health; sleep.

Conflict of interest statement

Conflicts of Interest: None declared.

©Isabel Perucho, Kamalakannan M Vijayakumar, Sean N Talamas, Michael Wei-Liang Chee, David I Perrett, Jean C J Liu. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 26.09.2019.

Figures

https://www.ncbi.nlm.nih.gov/pmc/articles/instance/7017650/bin/jmir_v21i8e12500_fig1.jpg
Schematic of study procedures. All participants received the intervention in week 1 and had their sleep patterns monitored through actigraphy in weeks 0 (baseline), 1, and 4. The sleep hygiene questionnaire was also administered in weeks 0 (baseline), 2, 4, and 5 (marked in the figure with an “x”).
https://www.ncbi.nlm.nih.gov/pmc/articles/instance/7017650/bin/jmir_v21i9e12500_fig2.jpg
In the appearance-based intervention, participants were shown what they would look like as a function of varying sleep duration. (A) Each participant’s face was digitally edited to show them their sleep restricted (left image) and well-rested selves (right image). (B) A continuum of 13 images was created and presented to participants through an online website.
https://www.ncbi.nlm.nih.gov/pmc/articles/instance/7017650/bin/jmir_v21i9e12500_fig3.jpg
Consolidated Standards of Reporting Trials flow diagram.
https://www.ncbi.nlm.nih.gov/pmc/articles/instance/7017650/bin/jmir_v21i8e12500_fig4.jpg
Participants viewed a continuum of 13 images transformed to show what they would look like with less or more sleep. When asked to identify their current selves, participants accurately identified an image close to the baseline (Image 6). They further judged that they would look more attractive following extended sleep. (Along the continuum, dots represent the mean images participants chose, and horizontal lines depict 95% CIs for the mean.).
https://www.ncbi.nlm.nih.gov/pmc/articles/instance/7017650/bin/jmir_v21i8e12500_fig5.jpg
Mean sleep hygiene scores for participants in the information and appearance groups, plotted as a function of time (baseline and postintervention weeks 2, 4, and 5). A higher score corresponds to poorer sleep hygiene, and vertical lines represent 1 standard error of the mean.
https://www.ncbi.nlm.nih.gov/pmc/articles/instance/7017650/bin/jmir_v21i8e12500_fig6.jpg
Mean sleep duration of participants in the information and appearance groups, plotted as a function of time (baseline and postintervention weeks 1 and 4). Vertical lines represent 1 standard error of the mean.

References

    1. Patel SR, Hu FB. Short sleep duration and weight gain: a systematic review. Obesity (Silver Spring) 2008 Mar;16(3):643–53. doi: 10.1038/oby.2007.118. doi: 10.1038/oby.2007.118.
    1. Chen X, Beydoun MA, Wang Y. Is sleep duration associated with childhood obesity? A systematic review and meta-analysis. Obesity (Silver Spring) 2008 Feb;16(2):265–74. doi: 10.1038/oby.2007.63. doi: 10.1038/oby.2007.63.
    1. Fatima Y, Doi SA, Mamun AA. Longitudinal impact of sleep on overweight and obesity in children and adolescents: a systematic review and bias-adjusted meta-analysis. Obes Rev. 2015 Feb;16(2):137–49. doi: 10.1111/obr.12245.
    1. Cappuccio FP, Cooper D, D'Elia L, Strazzullo P, Miller MA. Sleep duration predicts cardiovascular outcomes: a systematic review and meta-analysis of prospective studies. Eur Heart J. 2011 Jun;32(12):1484–92. doi: 10.1093/eurheartj/ehr007.
    1. Cappuccio FP, D'Elia L, Strazzullo P, Miller MA. Sleep duration and all-cause mortality: a systematic review and meta-analysis of prospective studies. Sleep. 2010 May;33(5):585–92. doi: 10.1093/sleep/33.5.585.
    1. Gallicchio L, Kalesan B. Sleep duration and mortality: a systematic review and meta-analysis. J Sleep Res. 2009 Jun;18(2):148–58. doi: 10.1111/j.1365-2869.2008.00732.x. doi: 10.1111/j.1365-2869.2008.00732.x.
    1. Liu Y, Wheaton AG, Chapman DP, Cunningham TJ, Lu H, Croft JB. Prevalence of healthy sleep duration among adults--United States, 2014. MMWR Morb Mortal Wkly Rep. 2016 Feb 19;65(6):137–41. doi: 10.15585/mmwr.mm6506a1. doi: 10.15585/mmwr.mm6506a1.
    1. Consensus Conference Panel. Watson NF, Badr MS, Belenky G, Bliwise DL, Buxton OM, Buysse D, Dinges DF, Gangwisch J, Grandner MA, Kushida C, Malhotra RK, Martin JL, Patel SR, Quan SF, Tasali E, Non-Participating Observers. Twery M, Croft JB, Maher E, American Academy of Sleep Medicine Staff. Barrett JA, Thomas SM, Heald JL. Recommended amount of sleep for a healthy adult: a joint consensus statement of the American Academy of Sleep Medicine and Sleep Research Society. J Clin Sleep Med. 2015 Jun 15;11(6):591–2. doi: 10.5664/jcsm.4758. doi: 10.5664/jcsm.4758.
    1. Healthy People 2020. [2018-10-13]. SH-4: Increase the Proportion of Adults Who Get Sufficient Sleep .
    1. Irish LA, Kline CE, Gunn HE, Buysse DJ, Hall MH. The role of sleep hygiene in promoting public health: a review of empirical evidence. Sleep Med Rev. 2015 Aug;22:23–36. doi: 10.1016/j.smrv.2014.10.001.
    1. Blunden SL, Chapman J, Rigney GA. Are sleep education programs successful? The case for improved and consistent research efforts. Sleep Med Rev. 2012 Aug;16(4):355–70. doi: 10.1016/j.smrv.2011.08.002.
    1. Cassoff J, Knäuper B, Michaelsen S, Gruber R. School-based sleep promotion programs: effectiveness, feasibility and insights for future research. Sleep Med Rev. 2013 Jun;17(3):207–14. doi: 10.1016/j.smrv.2012.07.001.
    1. Chung KF, Chan MS, Lam YY, Lai CS, Yeung WF. School-based sleep education programs for short sleep duration in adolescents: a systematic review and meta-analysis. J Sch Health. 2017 Jun;87(6):401–8. doi: 10.1111/josh.12509.
    1. Bakotić M, Radosević-Vidacek B, Kosćec A. Educating adolescents about healthy sleep: experimental study of effectiveness of educational leaflet. Croat Med J. 2009 Apr;50(2):174–81. doi: 10.3325/cmj.2009.50.174.
    1. Wolfson AR, Harkins E, Johnson M, Marco C. Effects of the Young Adolescent Sleep Smart Program on sleep hygiene practices, sleep health efficacy, and behavioral well-being. Sleep Health. 2015 Sep;1(3):197–204. doi: 10.1016/j.sleh.2015.07.002.
    1. Orzech KM. A qualitative exploration of adolescent perceptions of healthy sleep in Tucson, Arizona, USA. Soc Sci Med. 2013 Feb;79:109–16. doi: 10.1016/j.socscimed.2012.05.001.
    1. Suen LK, Hon KL, Tam WW. Association between sleep behavior and sleep-related factors among university students in Hong Kong. Chronobiol Int. 2008 Sep;25(5):760–75. doi: 10.1080/07420520802397186.
    1. Kirby KN, Herrnstein RJ. Preference reversals due to myopic discounting of delayed reward. Psychol Sci. 2016 May 6;6(2):83–9. doi: 10.1111/j.1467-9280.1995.tb00311.x.
    1. Green L, Myerson J. A discounting framework for choice with delayed and probabilistic rewards. Psychol Bull. 2004 Sep;130(5):769–92. doi: 10.1037/0033-2909.130.5.769.
    1. Aggarwal S, Dizon-Ross R, Zucker A. Faculty Directory | The University of Chicago Booth School of Business. 2019. Incentivizing Behavioral Change: The Role of Time Preferences .
    1. Purnell JQ, Gernes R, Stein R, Sherraden MS, Knoblock-Hahn A. A systematic review of financial incentives for dietary behavior change. J Acad Nutr Diet. 2014 Jul;114(7):1023–35. doi: 10.1016/j.jand.2014.03.011.
    1. Gerend MA, Cullen M. Effects of message framing and temporal context on college student drinking behavior. J Exp Soc Psychol. 2008 Jul;44(4):1167–73. doi: 10.1016/j.jesp.2008.02.007.
    1. de Bruijn GJ, Budding J. Temporal consequences, message framing, and consideration of future consequences: persuasion effects on adult fruit intake intention and resolve. J Health Commun. 2016 Aug;21(8):944–53. doi: 10.1080/10810730.2016.1179366.
    1. Langlois JH, Kalakanis L, Rubenstein AJ, Larson A, Hallam M, Smoot M. Maxims or myths of beauty? A meta-analytic and theoretical review. Psychol Bull. 2000 May;126(3):390–423. doi: 10.1037//0033-2909.126.3.390.
    1. Williams AL, Grogan S, Clark-Carter D, Buckley E. Appearance-based interventions to reduce ultraviolet exposure and/or increase sun protection intentions and behaviours: a systematic review and meta-analyses. Br J Health Psychol. 2013 Feb;18(1):182–217. doi: 10.1111/j.2044-8287.2012.02089.x.
    1. Flett K, Clark-Carter D, Grogan S, Davey R. How effective are physical appearance interventions in changing smoking perceptions, attitudes and behaviours? A systematic review. Tob Control. 2013 Mar;22(2):74–9. doi: 10.1136/tobaccocontrol-2011-050236.
    1. Burford O, Jiwa M, Carter O, Parsons R, Hendrie D. Internet-based photoaging within Australian pharmacies to promote smoking cessation: randomized controlled trial. J Med Internet Res. 2013 Mar 26;15(3):e64. doi: 10.2196/jmir.2337.
    1. Whitehead RD, Ozakinci G, Perrett DI. A randomized controlled trial of an appearance-based dietary intervention. Health Psychol. 2014 Jan;33(1):99–102. doi: 10.1037/a0032322.
    1. Axelsson J, Sundelin T, Ingre M, van Someren EJ, Olsson A, Lekander M. Beauty sleep: experimental study on the perceived health and attractiveness of sleep deprived people. Br Med J. 2010 Dec 14;341:c6614. doi: 10.1136/bmj.c6614.
    1. Sundelin T, Lekander M, Kecklund G, van Someren EJ, Olsson A, Axelsson J. Cues of fatigue: effects of sleep deprivation on facial appearance. Sleep. 2013 Sep 1;36(9):1355–60. doi: 10.5665/sleep.2964.
    1. Sundelin T, Lekander M, Sorjonen K, Axelsson J. Negative effects of restricted sleep on facial appearance and social appeal. R Soc Open Sci. 2017 May;4(5):160918. doi: 10.1098/rsos.160918.
    1. Kim MA, Kim EJ, Kang BY, Lee HK. The effects of sleep deprivation on the biophysical properties of facial skin. J Cosmet Dermatol Sci Appl. 2017;7(1):34–47. doi: 10.4236/jcdsa.2017.71004.
    1. Talamas SN, Mavor KI, Axelsson J, Sundelin T, Perrett DI. Eyelid-openness and mouth curvature influence perceived intelligence beyond attractiveness. J Exp Psychol Gen. 2016 May;145(5):603–20. doi: 10.1037/xge0000152.
    1. Brown FC, Buboltz WJ, Soper B. Development and evaluation of the sleep treatment and education program for students (STEPS) J Am Coll Health. 2006;54(4):231–7. doi: 10.3200/JACH.54.4.231-237.
    1. Carney CE, Buysse DJ, Ancoli-Israel S, Edinger JD, Krystal AD, Lichstein KL, Morin CM. The consensus sleep diary: standardizing prospective sleep self-monitoring. Sleep. 2012 Feb 1;35(2):287–302. doi: 10.5665/sleep.1642.
    1. Gellis LA, Lichstein KL. Sleep hygiene practices of good and poor sleepers in the United States: an internet-based study. Behav Ther. 2009 Mar;40(1):1–9. doi: 10.1016/j.beth.2008.02.001.
    1. Morin CM, Vallières A, Ivers H. Dysfunctional beliefs and attitudes about sleep (DBAS): validation of a brief version (DBAS-16) Sleep. 2007 Nov;30(11):1547–54. doi: 10.1093/sleep/30.11.1547.
    1. Buysse DJ, Reynolds CF, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989 May;28(2):193–213. doi: 10.1016/0165-1781(89)90047-4.
    1. National Heart, Lung, and Blood Institute (NHLBI) 2011. [2015-08-01]. In Brief: Your Guide to Healthy Sleep .
    1. Health Promotion Board, Singapore. 2015. Corporate Website .
    1. Tiddeman BP, Burt DM, Perrett DI. Prototyping and transforming facial textures for perception research. IEEE Comput Graph Appl. 2001;21(5):42–50. doi: 10.1109/38.946630.
    1. Kahan BC, Jairath V, Doré CJ, Morris TP. The risks and rewards of covariate adjustment in randomized trials: an assessment of 12 outcomes from 8 studies. Trials. 2014 Apr 23;15:139. doi: 10.1186/1745-6215-15-139.
    1. Wittmann M, Dinich J, Merrow M, Roenneberg T. Social jetlag: misalignment of biological and social time. Chronobiol Int. 2006;23(1-2):497–509. doi: 10.1080/07420520500545979.
    1. Ariely D, Wertenbroch K. Procrastination, deadlines, and performance: self-control by precommitment. Psychol Sci. 2002 May;13(3):219–24. doi: 10.1111/1467-9280.00441.
    1. Wheaton AG, Chapman DP, Croft JB. School start times, sleep, behavioral, health, and academic outcomes: a review of the literature. J Sch Health. 2016 May;86(5):363–81. doi: 10.1111/josh.12388.
    1. Schiller H, Lekander M, Rajaleid K, Hellgren C, Åkerstedt T, Barck-Holst P, Kecklund G. The impact of reduced worktime on sleep and perceived stress - a group randomized intervention study using diary data. Scand J Work Environ Health. 2017 Mar 1;43(2):109–16. doi: 10.5271/sjweh.3610.
    1. Lockley SW, Cronin JW, Evans EE, Cade BE, Lee CJ, Landrigan CP, Rothschild JM, Katz JT, Lilly CM, Stone PH, Aeschbach D, Czeisler CA, Harvard Work Hours‚ Health and Safety Group Effect of reducing interns' weekly work hours on sleep and attentional failures. N Engl J Med. 2004 Oct 28;351(18):1829–37. doi: 10.1056/NEJMoa041404.
    1. Brinker TJ, Seeger W. Photoaging mobile apps: a novel opportunity for smoking cessation? J Med Internet Res. 2015 Jul 27;17(7):e186. doi: 10.2196/jmir.4792.
    1. Brinker TJ, Seeger W, Buslaff F. Photoaging mobile apps in school-based tobacco prevention: the mirroring approach. J Med Internet Res. 2016 Jun 28;18(6):e183. doi: 10.2196/jmir.6016.
    1. Knutson KL, van Cauter E, Rathouz PJ, DeLeire T, Lauderdale DS. Trends in the prevalence of short sleepers in the USA: 1975-2006. Sleep. 2010 Jan;33(1):37–45. doi: 10.1093/sleep/33.1.37.
    1. Pliner P, Chaiken S, Flett GL. Gender differences in concern with body weight and physical appearance over the life span. Pers Soc Psychol Bull. 2016 Jul 2;16(2):263–73. doi: 10.1177/0146167290162007.
    1. Schulz KF, Altman DG, Moher D, CONSORT Group CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. Br Med J. 2010 Mar 23;340:c332. doi: 10.1136/bmj.c332.

Source: PubMed

3
Abonnieren