The associations between chronotype, a healthy diet and obesity
Abstract
Unhealthy diet has been associated with obesity. Evening type has been associated with unhealthier food and nutrient intake that could predict a higher risk of obesity among them as compared to morning type. However, thus far no study has examined the interrelationships between chronotype, a healthy diet and obesity. We examined whether a healthy diet mediates the association between chronotype and obesity and whether chronotype modifies the association between a healthy and obesity. The National FINRISK 2007 Study included 4421 subjects aged 25-74 years. Diet was assessed using a validated food frequency questionnaire. Baltic Sea diet score (BSDS), including nine dietary components, was used as a measure of adherence to a healthy Nordic diet. Weight, height, body fat percentage and waist circumference were measured, and body mass index values were calculated. Chronotype was assessed using a shortened version of Horne and Östberg's morningness-eveningness questionnaire (MEQ). The sum score calculated from MEQ was either used as a continuous variable or divided into tertiles of which the lowest tertile demonstrated evening preference and the highest tertile demonstrated morning preference. A series of regression analyses were conducted to determine whether the BSDS mediates the association between chronotype and obesity. Likelihood ratio test was used to determine whether chronotype modifies the association between the BSDS and the obesity measures. After testing the interaction, chronotype-stratified analysis for the association between the BSDS and obesity measures was determined by linear regression. Generally, the evening types had lower adherence to the BSDS and were more often smokers (men), physically inactive and had lower perceived health than the other chronotypes (p < 0.05). The poorer health behavior of this group, however, was not manifested in their obesity measures, and no evidence that the BSDS would mediate the association between chronotype and obesity was found (p > 0.05). No evidence that chronotype would modify the association between the BSDS and obesity was found either (p > 0.05).
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In FINRISK 2007, evening types had lower adherence to the Baltic Sea dietary pattern and were more likely to be smokers, physically inactive, and have lower perceived health than other chronotypes.
“Evening types were found to have a lower adherence to the Baltic Sea dietary pattern and were more likely to be smokers, physically inactive, and have lower perceived health than other chronotypes (73).”
From Chronotype: Implications for Epidemiologic Studies on Chrono-Nutrition and Cardiometabolic Health (2019) · cites this paper as [73]
Inverse associations between later bedtime, wake time, or midpoint of sleep and time spent in moderate-to-vigorous physical activity or sedentary behavior have been noted.
“Inverse associations between later bedtime, wake time, or midpoint of sleep and time spent in moderate-to-vigorous physical activity or sedentary behavior have been noted in other studies (73, 105).”
From Chronotype: Implications for Epidemiologic Studies on Chrono-Nutrition and Cardiometabolic Health (2019) · cites this paper as [73]
Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532 · see citing works
A self-assessment questionnaire to determine morningness- eveningness in human circadian rhythms
Home, J. K. (1976) · Medical Entomology and Zoology · Cited by 4,783 · see citing works
Dietary pattern analysis: a new direction in nutritional epidemiology
Hu, F. B. (2002) · Current Opinion in Lipidology · doi:10.1097/00041433-200202000-00002 · Cited by 4,029 · see citing works
Flegal, K. M., Kit, B. K., Orpana, H., & Graubard, B. I. (2013) · JAMA · doi:10.1001/jama.2012.113905 · Cited by 3,998 · see citing works
Guh, D. P., Zhang, W., Bansback, N., Amarsi, Z., Birmingham, C. L., & Anis, A. H. (2009) · BMC Public Health · doi:10.1186/1471-2458-9-88 · Cited by 3,855 · see citing works
Social Jetlag: Misalignment of Biological and Social Time
Wittmann, M., Dinich, J., Merrow, M., & Roenneberg, T. (2006) · Chronobiology International · doi:10.1080/07420520500545979 · Cited by 2,625 · see citing works
Mediation Analysis in Social Psychology: Current Practices and New Recommendations
Rucker, D. D., Preacher, K. J., Tormala, Z. L., & Petty, R. E. (2011) · Social and Personality Psychology Compass · doi:10.1111/j.1751-9004.2011.00355.x · Cited by 2,430 · see citing works
Circadian integration of metabolism and energetics
Bass, J., & Takahashi, J. S. (2010) · Science · doi:10.1126/science.1195027 · Cited by 1,910 · see citing works
Roenneberg, T., Allebrandt, K. V., Merrow, M., & Vetter, C. (2012) · Current Biology · doi:10.1016/j.cub.2012.03.038 · Cited by 1,407 · see citing works
ETHICS AND METHODS FOR BIOLOGICAL RHYTHM RESEARCH ON ANIMALS AND HUMAN BEINGS
Portaluppi, F., Smolensky, M. H., & Touitou, Y. (2010) · Chronobiology International · doi:10.3109/07420528.2010.516381 · Cited by 1,125 · see citing works
A critical review of predefined diet quality scores
Waijers, P. M. C. M., Feskens, E. J. M., & Ocké, M. C. (2007) · British Journal Of Nutrition · doi:10.1017/s0007114507250421 · Cited by 675 · see citing works
Emotional eating, depressive symptoms and self-reported food consumption. A population-based study.
Konttinen, H., Männistö, S., Sarlio-Lähteenkorva, S., Silventoinen, K., & Haukkala, A. (2010) · Appetite · doi:10.1016/j.appet.2010.01.014 · Cited by 546 · see citing works
Self-citationThirty-five-year trends in cardiovascular risk factors in Finland
Vartiainen, E. A., Laatikainen, T. K., Peltonen, M., Juolevi, A., Männistö, S., Sundvall, J., Jousilahti, P., Salomaa, V. V., Valsta, L. M., & Puska, P. (2009) · International Journal of Epidemiology · doi:10.1093/ije/dyp330 · Cited by 500 · see citing works
Self-citationMeltzer, H. M., Brantsæter, A. L., Ydersbond, T. A., Alexander, J., Haugen, M. A., & The MoBa Dietary Support Group (2007) · Maternal and Child Nutrition · doi:10.1111/j.1740-8709.2007.00104.x · Cited by 275 · see citing works
Morningness-Eveningness, Chronotypes and Health-Impairing Behaviors in Adolescents
Urbán, R., Magyaródi, T., & Rigó, A. (2011) · Chronobiology International · doi:10.3109/07420528.2010.549599 · Cited by 271 · see citing works
Relation of Chronotype to Sleep Complaints in the General <b>Finnish Population</b>
Merikanto, I., Kronholm, E., Peltonen, M., Laatikainen, T., Lahti, T., & Partonen, T. (2012) · Chronobiology International · doi:10.3109/07420528.2012.655870 · Cited by 268 · see citing works
Self-citationMännistö, S., Virtanen, M. J., Mikkonen, T., & Pietinen, P. (1996) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(95)00551-x · Cited by 229 · see citing works
Self-citationTendency toward eveningness is associated with unhealthy dietary habits
Kanerva, N., Kronholm, E., Partonen, T., Ovaskainen, M.-L., Kaartinen, N. E., Konttinen, H., Broms, U., & Männistö, S. (2012) · Chronobiology International · doi:10.3109/07420528.2012.699128 · Cited by 209 · see citing works
Digdon, N. L., & Howell, A. J. (2008) · Chronobiology International · doi:10.1080/07420520802553671 · Cited by 201 · see citing works
Sato-Mito, N., Sasaki, S., Murakami, K., Okubo, H., Takahashi, Y., Shibata, S., Yamada, K., & Sato, K. (2011) · Sleep Medicine · doi:10.1016/j.sleep.2010.09.012 · Cited by 191 · see citing works
Increasing prevalence of underreporting does not necessarily distort dietary surveys
Hirvonen, T., Männistö, S., Roos, E., & Pietinen, P. (1997) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1600397 · Cited by 183 · see citing works
Self-citationWittmann, M., Paulus, M. P., & Roenneberg, T. (2009) · Substance Use & Misuse · doi:10.3109/10826080903498952 · Cited by 169 · see citing works
Jousilahti, P., Salomaa, V. V., Kuulasmaa, K., Niemelä, M., & Vartiainen, E. (2005) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2004.024349 · Cited by 168 · see citing works
Relationship between Circadian Typology and Big Five Personality Domains
Tonetti, L., Fabbri, M., & Natale, V. (2009) · Chronobiology International · doi:10.1080/07420520902750995 · Cited by 164 · see citing works
Dietary survey methodology of FINDIET 2007 with a risk assessment perspective
Reinivuo, H., Hirvonen, T., Ovaskainen, M., Korhonen, T., & Valsta, L. M. (2010) · Public Health Nutrition · doi:10.1017/s1368980010001096 · Cited by 125 · see citing works
The Baltic Sea Diet Score: a tool for assessing healthy eating in Nordic countries
Kanerva, N., Kaartinen, N. E., Schwab, U., Lahti‐Koski, M., & Männistö, S. (2013) · Public Health Nutrition · doi:10.1017/s1368980013002395 · Cited by 120 · see citing works
Self-citationSato-Mito, N., Shibata, S., Sasaki, S., & Sato, K. (2011) · International Journal of Food Sciences and Nutrition · doi:10.3109/09637486.2011.560563 · Cited by 117 · see citing works
Nakade, M., Takeuchi, H., Kurotani, M., & Harada, T. (2009) · Journal of PHYSIOLOGICAL ANTHROPOLOGY · doi:10.2114/jpa2.28.83 · Cited by 98 · see citing works
Long-term consistency of diurnal-type preferences among men
Broms, U., Pitkäniemi, J., Bäckmand, H., Heikkilä, K., Koskenvuo, M., Peltonen, M., Sarna, S., Vartiainen, E., Kaprio, J., & Partonen, T. (2014) · Chronobiology International · doi:10.3109/07420528.2013.836534 · Cited by 96 · see citing works
Self-citationA prospective study of weight gain associated with chronotype among college freshmen
Culnan, E., Kloss, J. D., & Grandner, M. (2013) · Chronobiology International · doi:10.3109/07420528.2013.782311 · Cited by 96 · see citing works
Circadian Phenotype in Patients with the Co-Morbid Alcohol Use and Bipolar Disorders
Hätönen, T., Forsblom, S., Kieseppä, T., Lönnqvist, J. K., & Partonen, T. (2008) · Alcohol and Alcoholism · doi:10.1093/alcalc/agn057 · Cited by 91 · see citing works
Self-citationKanerva, N., Kaartinen, N. E., Schwab, U., Lahti‐Koski, M., & Männistö, S. (2012) · British Journal Of Nutrition · doi:10.1017/s0007114512001262 · Cited by 79 · see citing works
Self-citationHaraszti, R. Á., Purebl, G., Salavecz, G., Poole, L., Dockray, S., & Steptoe, A. (2014) · Chronobiology International · doi:10.3109/07420528.2014.911188 · Cited by 72 · see citing works
Kaartinen, N. E., Tapanainen, H., Valsta, L. M., Similä, M. E., Reinivuo, H., Korhonen, T., Harald, K., Eriksson, J. G., Peltonen, M., & Männistö, S. (2011) · British Journal Of Nutrition · doi:10.1017/s0007114511004296 · Cited by 64 · see citing works
Self-citationRECOMMENDATIONS FOR THE HEALTH EXAMINATION SURVEYS IN EUROPE
Tolonen, H. K., Koponen, P., Aromaa, A. J., Conti, S., Graff‐Iversen, S., Kanieff, M., Mindell, J. S., Natunen, S., Primatesta, P., Verschuren, W. M. M., et al. (2008) · STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) · Cited by 53 · see citing works
Kawato, M., Fujita, K., Suzuki, R., & Winfree, A. T. (1982) · Journal of Theoretical Biology · doi:10.1016/0022-5193(82)90125-4 · Cited by 51 · see citing works
Optimal Sleep Duration in the Subarctic with Respect to Obesity Risk Is 8–9 Hours
Johnsen, M. T., Wynn, R., & Bratlid, T. (2013) · PLoS ONE · doi:10.1371/journal.pone.0056756 · Cited by 29 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Chronotype and psychiatric disorders
Kivelä, L., Papadopoulos, M. R., & Antypa, N. (2018) · Current Sleep Medicine Reports · doi:10.1007/s40675-018-0113-8 · Cited by 273 · see citing works
Chronotype: Implications for Epidemiologic Studies on Chrono-Nutrition and Cardiometabolic Health
Almoosawi, S., Vingeliene, S., Gachon, F., Voortman, T., Palla, L., Johnston, J. D., Van Dam, R. M., Darimont, C., & Karagounis, L. G. (2019) · Advances in Nutrition · doi:10.1093/advances/nmy070 · Cited by 247 · see citing works
The Association between Chronotype and Dietary Pattern among Adults: A Scoping Review
Mazri, F. H., Manaf, Z. A., Shahar, S., & Mat Ludin, A. F. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17010068 · Cited by 198 · see citing works
Maukonen, M., Kanerva, N., Partonen, T., Kronholm, E., Tapanainen, H., Kontto, J., & Männistö, S. (2017) · Obesity · doi:10.1002/oby.21747 · Cited by 145 · see citing works
Self-citationRelevance of chronotype for eating patterns in adolescents
Roßbach, S., Diederichs, T., Nöthlings, U., Buyken, A. E., & Alexy, U. (2018) · Chronobiology International · doi:10.1080/07420528.2017.1406493 · Cited by 88 · see citing works
- Authors
- Maukonen, M., Kanerva, N., Partonen, T., Kronholm, E., Konttinen, H., Wennman, H., & Männistö, S.
- Affiliations
- Finnish Institute for Health and Welfare (FI)
- University of Helsinki (FI)
- Corresponding author
- Maukonen, Mirkka
- Venue
- Chronobiology International
- Publisher
- Informa UK Limited
- Published
- 2016-05-31
- Volume
- 33
- Issue
- 8
- Pages
- 972-981
- ISSN
- 0742-0528 (ISSN-L)
- 1525-6073
- OpenAlex
- W2415123277
- Cited by
- 187
- References
- 38
- Citations by year
- 2026: 9 · 2025: 13 · 2024: 12 · 2023: 22 · 2022: 23 · 2021: 20 · 2020: 65 · 2019: 8 · 2018: 10 · 2017: 4 · 2016: 1
- FWCI
- 7.60
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Chronobiology International (publishedVersion)
- PubMed (publishedVersion)
- STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) (submittedVersion)
- Funders
- Academy of Finland (136895 and 263836)
- Juho Vainio Foundation (201610102)
- Yrjö Jahnsson Foundation (6454)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Keywords
- chronotype, obesity, healthy eating, eveningness, morningness, mediation, interaction, body mass index, physical inactivity, smoking, health perception
- MeSH terms
- Adult, Aged, Circadian Rhythm, Data Collection, Diet, Feeding Behavior, Female, Finland, Food Preferences, Humans, Male, Middle Aged, Obesity, Surveys and Questionnaires
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review