Characterizing eating patterns: a comparison of eating occasion definitions
Open accessAbstract
Background To date, many approaches have been used to define eating occasions (EOs). A standard definition for EOs is required to facilitate further research.Objective In this study, we examined the influence of differing definitions of EOs on the characterization of eating patterns.Design Cross-sectional dietary data from two 24-h recalls collected during the 2011-12 Australian National Nutrition and Physical Activity Survey (n = 5242 adults, aged ≥19 y) were analyzed. Eight definitions were applied: participant-identified, time-of-day, and 6 neutral definitions (individual EOs separated by different time intervals and/or an additional energy criterion of 210 kJ). Frequency of and total energy intake from meals, snacks, and all EOs were estimated, as appropriate. Differences were tested by using F tests, stratified by sex and age group. Agreement between different definitions of meal and snack frequencies was assessed by using intraclass correlation coefficients (ICCs). For each definition, linear regression was used to estimate the proportion of variance in total energy intake (kJ) and amount of food intake (g) predicted by frequency of EOs and meals and snacks.Results Among both sexes and across all age groups, mean frequencies of meals differed between the participant-identified and time-of-day definitions (mean difference range = 0.1-0.3; P < 0.001). There were statistically significant differences between mean frequencies of EOs across the 6 neutral definitions (P < 0.001). There was good agreement for snacks (men: ICC = 0.89; women: ICC = 0.87) but not meal frequencies (men: ICC = 0.38; women: ICC = 0.36) between the participant-identified and time-of-day definitions. The neutral definition (15-min time interval plus energy criterion) best predicted variance in total energy intake (R(2) range = 19.3-27.8).Conclusions Different approaches to the definition of EOs affect how eating patterns are characterized, with the neutral definition best predicting variance in total energy intake. Further research that examines how different EO definitions affect associations with health outcomes is needed to develop consensus on a standard EO definition.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Shift workers have an increased risk of chronic diseases such as cancer, CVD and the metabolic syndrome.
“It is known that shift workers have an increased risk of chronic diseases such as cancer (11) , CVD and the metabolic syndrome (12) .”
From Meal irregularity and cardiometabolic consequences: results from observational and intervention studies (2016) · cites this paper as [12]
For cancers other than breast cancer, such as prostate and colorectal cancer, the evidence was less conclusive but suggestive.
“For other types of cancer, such as prostate and colorectal cancer, the evidence was less conclusive but suggestive (12,(15)(16)(17) .”
From Meal irregularity and cardiometabolic consequences: results from observational and intervention studies (2016) · cites this paper as [12]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Markers of the Validity of Reported Energy Intake
Livingstone, M. B. E., & Black, A. E. (2003) · The Journal of Nutrition · doi:10.1093/jn/133.3.895s · Cited by 1,081 · see citing works
The USDA Automated Multiple-Pass Method Accurately Estimates Group Total Energy and Nutrient Intake
Blanton, C. A., Moshfegh, A. J., Baer, D. J., & Kretsch, M. J. (2006) · Journal of Nutrition · doi:10.1093/jn/136.10.2594 · Cited by 767 · see citing works
Association between Eating Patterns and Obesity in a Free-living US Adult Population
Ma, Y. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwg117 · Cited by 725 · see citing works
Smith, K. J., Gall, S. L., McNaughton, S. A., Blizzard, L., Dwyer, T., & Venn, A. J. (2010) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2010.30101 · Cited by 387 · see citing works
Self-citationUnderstanding meal patterns: definitions, methodology and impact on nutrient intake and diet quality
Leech, R. M., Worsley, A., Timperio, A., & McNaughton, S. A. (2015) · Nutrition Research Reviews · doi:10.1017/s0954422414000262 · Cited by 379 · see citing works
Self-citationThe Time of Day of Food Intake Influences Overall Intake in Humans
de Castro, J. M. (2004) · The Journal of Nutrition · doi:10.1093/jn/134.1.104 · Cited by 329 · see citing works
Eating patterns and type 2 diabetes risk in men: Breakfast omission, eating frequency, and snacking
Mekary, R. A., Giovannucci, E., Willett, W. C., van Dam, R. M., & Hu, F. B. (2012) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.111.028209 · Cited by 325 · see citing works
Cahill, L. E., Chiuve, S. E., Mekary, R. A., Jensen, M. K., Flint, A. J., Hu, F. B., & Rimm, E. B. (2013) · Circulation · doi:10.1161/circulationaha.113.001474 · Cited by 317 · see citing works
Meals and snacking, diet quality and energy balance
Bellisle, F. (2014) · Physiology & Behavior · doi:10.1016/j.physbeh.2014.03.010 · Cited by 258 · see citing works
Selected eating behaviours and excess body weight: a systematic review
Mesas, A. E., Muñoz‐Pareja, M., López‐García, E., & Rodríguez‐Artalejo, F. (2012) · Obesity Reviews · doi:10.1111/j.1467-789x.2011.00936.x · Cited by 219 · see citing works
Bertéus Forslund, H., Lindroos, A., Sjöström, L., & Lissner, L. (2002) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1601387 · Cited by 210 · see citing works
Dimensions of everyday eating and drinking episodes
Bisogni, C. A., Falk, L. W., Madore, E., Blake, C. E., Jastran, M., Sobal, J., & Devine, C. M. (2007) · Appetite · doi:10.1016/j.appet.2006.09.004 · Cited by 201 · see citing works
Eating frequency: methodological and dietary aspects
Gatenby, S. J. (1997) · British Journal of Nutrition · doi:10.1079/bjn19970100 · Cited by 180 · see citing works
Eating patterns and type 2 diabetes risk in older women: breakfast consumption and eating frequency
Mekary, R. A., Giovannucci, E., Cahill, L., Willett, W. C., van Dam, R. M., & Hu, F. B. (2013) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.112.057521 · Cited by 180 · see citing works
Drummond, S., Crombie, N., Cursiter, M., & Kirk, T. (1998) · International Journal of Obesity · doi:10.1038/sj.ijo.0800552 · Cited by 176 · see citing works
Deshmukh-Taskar, P. R., Radcliffe, J. D., Liu, Y., & Nicklas, T. A. (2010) · Journal of the American College of Nutrition · doi:10.1080/07315724.2010.10719858 · Cited by 168 · see citing works
Popkin, B. M., & Duffey, K. J. (2010) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2009.28962 · Cited by 157 · see citing works
Eating routines. Embedded, value based, modifiable, and reflective
Jastran, M. M., Bisogni, C. A., Sobal, J., Blake, C., & Devine, C. M. (2009) · Appetite · doi:10.1016/j.appet.2008.09.003 · Cited by 156 · see citing works
NICKLAS, T. A., MYERS, L., REGER, C., BEECH, B., & BERENSON, G. S. (1998) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(98)00325-3 · Cited by 150 · see citing works
Snacking Definitions: Impact on Interpretation of the Literature and Dietary Recommendations
Johnson, G. H., & Anderson, G. H. (2010) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408390903572479 · Cited by 149 · see citing works
Contribution of snacks and meals in the diet of French adults: a diet-diary study
Bellisle, F., Dalix, A. M., Mennen, L., Galan, P., Hercberg, S., de Castro, J. M., & Gausseres, N. (2003) · Physiology & Behavior · doi:10.1016/s0031-9384(03)00088-x · Cited by 134 · see citing works
Duffey, K. J., Pereira, R. A., & Popkin, B. M. (2013) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2013.60 · Cited by 124 · see citing works
Titan, S. M. O., Bingham, S., Welch, A., Luben, R., Oakes, S., Day, N., & Khaw, K.-T. (2001) · BMJ · doi:10.1136/bmj.323.7324.1286 · Cited by 112 · see citing works
(1995) · PubMed · Cited by 108 · see citing works
Daily profiles of energy and nutrient intakes: are eating profiles changing over time?
Almoosawi, S., Winter, J., Prynne, C. J., Hardy, R., & Stephen, A. M. (2012) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2011.210 · Cited by 94 · see citing works
Skipping breakfast is associated with diet quality and metabolic syndrome risk factors of adults
Min, C., Noh, H., Kang, Y.-S., Sim, H. J., Baik, H. W., Song, W. O., Yoon, J., Park, Y.-H., & Joung, H. (2011) · Nutrition Research and Practice · doi:10.4162/nrp.2011.5.5.455 · Cited by 89 · see citing works
Periodicity of eating and human health: present perspective and future directions
Gibney, M. J., & wolever, T. M. S. (1997) · British Journal of Nutrition · doi:10.1079/bjn19970099 · Cited by 88 · cited 5× · see citing works
“However, it is unclear how a 210-kJ energy criterion was established (32) and whether this value is the most appropriate choice for defining EOs.”
BackgroundMethodInfluentialSnacking Is Associated with Overall Diet Quality among Adults
Zizza, C. A., & Xu, B. (2012) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jada.2011.08.046 · Cited by 84 · see citing works
Benefits of Snacking in Older Americans
Zizza, C. A., Tayie, F. A., & Lino, M. (2007) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2007.02.002 · Cited by 78 · see citing works
Duval, K., Strychar, I., Cyr, M.-J., Prud'homme, D., Rabasa-Lhoret, R., & Doucet, É. (2008) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26220 · Cited by 73 · see citing works
Barr, S. I., DiFrancesco, L., & Fulgoni, V. L. (2013) · The Journal of Nutrition · doi:10.3945/jn.112.167098 · Cited by 71 · see citing works
Eating frequency in relation to body mass index and waist circumference in British adults
Murakami, K., & Livingstone, M. B. E. (2014) · International Journal of Obesity · doi:10.1038/ijo.2014.1 · Cited by 69 · see citing works
Azadbakht, L., Haghighatdoost, F., Feizi, A., & Esmaillzadeh, A. (2013) · Nutrition · doi:10.1016/j.nut.2012.07.008 · Cited by 65 · see citing works
Snacking patterns, diet quality, and cardiovascular risk factors in adults
Nicklas, T. A., O’Neil, C. E., & Fulgoni, V. L. I. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-388 · Cited by 63 · see citing works
Smith, K. J., Blizzard, L., McNaughton, S. A., Gall, S. L., Dwyer, T., & Venn, A. J. (2012) · British Journal of Nutrition · doi:10.1017/s0007114511006398 · Cited by 57 · see citing works
Self-citationChanges in the contribution of snacks to the daily energy intake of Finnish adults
Ovaskainen, M.-L., Tapanainen, H., & Pakkala, H. (2010) · Appetite · doi:10.1016/j.appet.2010.03.012 · Cited by 49 · see citing works
Smith, K. J., McNaughton, S. A., Cleland, V. J., Crawford, D., & Ball, K. (2013) · The Journal of Nutrition · doi:10.3945/jn.113.181396 · Cited by 47 · see citing works
Self-citationKant, A. K., Graubard, B. I., & Mattes, R. D. (2012) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.112.044974 · Cited by 31 · see citing works
Riley, M. D., Baird, D., & Hendrie, G. A. (2014) · Nutrients · doi:10.3390/nu6093878 · Cited by 8 · see citing works
Flagged first, then by citations
1 of the 40 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
St-Onge, M.-P., Ard, J., Baskin, M. L., Chiuve, S. E., Johnson, H. M., Kris-Etherton, P., & Varady, K. (2017) · Circulation · doi:10.1161/cir.0000000000000476 · Cited by 728 · see citing works
Chow, L. S., Manoogian, E. N. C., Alvear, A., Fleischer, J. G., Thor, H., Dietsche, K., Wang, Q., Hodges, J. S., Esch, N., Malaeb, S., et al. (2020) · Obesity · doi:10.1002/oby.22756 · Cited by 359 · see citing works
Pot, G. K., Almoosawi, S., & Stephen, A. M. (2016) · Proceedings of the Nutrition Society · doi:10.1017/s0029665116000239 · Cited by 134 · see citing works
Dietary Behavior: An Interdisciplinary Conceptual Analysis and Taxonomy
Stok, F. M., Renner, B., Allan, J., Boeing, H., Ensenauer, R. E., Issanchou, S., Kiesswetter, E., Lien, N., Mazzocchi, M., Monsivais, P., et al. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01689 · Cited by 122 · see citing works
Bell, B. M., Alam, R., Alshurafa, N. I., Thomaz, E., Mondol, A. S., de la Haye, K., Stankovic, J. A., Lach, J., & Spruijt‐Metz, D. (2020) · npj Digital Medicine · doi:10.1038/s41746-020-0246-2 · Cited by 120 · see citing works
Murakami, K., & Livingstone, M. B. E. (2016) · British Journal Of Nutrition · doi:10.1017/s0007114516000854 · Cited by 114 · see citing works
The relationship between lifestyle components and dietary patterns
Gherasim, A., Arhire, L. I., Niță, O., Popa, A. D., Graur, M., & Mihalache, L. (2020) · Proceedings of The Nutrition Society · doi:10.1017/s0029665120006898 · Cited by 136 · see citing works
Eating patterns of US adults: meals, snacks, and time of eating
Kant, A. K. (2018) · Physiology & Behavior · doi:10.1016/j.physbeh.2018.03.022 · Cited by 113 · see citing works
Bi, S., Wang, T., Tobias, N., Nordrum, J., Wang, S., Halvorsen, G., Sen, S., Peterson, R., Odame, K. M., Caine, K. E., et al. (2018) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3264902 · Cited by 100 · see citing works
Zhang, S., Zhao, Y., Nguyen, D. T., Xu, R., Sen, S., Hester, J. D., & Alshurafa, N. I. (2020) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3397313 · Cited by 92 · see citing works
Smith, K. J., Breslin, M. C., McNaughton, S. A., Gall, S., Blizzard, L., & Venn, A. (2017) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.12715 · Cited by 84 · see citing works
Self-citationTemporal eating patterns: a latent class analysis approach
Leech, R. M., Worsley, A. F., Timperio, A. F., & McNaughton, S. A. (2017) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-016-0459-6 · Cited by 82 · see citing works
Self-citationLeech, R. M., Livingstone, K. M., Worsley, A. F., Timperio, A. F., & McNaughton, S. A. (2016) · Journal of Nutrition · doi:10.3945/jn.116.234070 · Cited by 79 · see citing works
Self-citationLeech, R. M., Timperio, A. F., Livingstone, K. M., Worsley, A. F., & McNaughton, S. A. (2017) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.117.156588 · Cited by 77 · see citing works
Self-citationSnacking Recommendations Worldwide: A Scoping Review
Potter, M., Vlassopoulos, A., & Lehmann, U. (2018) · Advances in Nutrition · doi:10.1093/advances/nmx003 · Cited by 70 · see citing works
Phoi, Y. Y., Rogers, M., Bonham, M. P., Dorrian, J., & Coates, A. M. (2021) · Nutrition Research Reviews · doi:10.1017/s0954422421000123 · Cited by 65 · see citing works
Determinants of eating patterns and nutrient intake among adolescent athletes: a systematic review
Noll, M., de Mendonça, C. R., Rosa, L. P. D. S., & Silveira, É. A. (2017) · Nutrix Journal · doi:10.1186/s12937-017-0267-0 · Cited by 67 · see citing works
Skoczek-Rubińska, A., & Bajerska, J. (2021) · Nutrition Research · doi:10.1016/j.nutres.2021.11.001 · Cited by 60 · see citing works
Sandall, A. M., Cox, S. R., Lindsay, J. O., Gewirtz, A. T., Chassaing, B., Rossi, M., & Whelan, K. (2020) · Nutrients · doi:10.3390/nu12092827 · Cited by 58 · see citing works
Loy, S. L., Chan, J. K. Y., Wee, P. H., Colega, M., Cheung, Y. B., Godfrey, K. M., Kwek, K. Y. C., Saw, S., Chong, Y. S., Padmapriya, N., et al. (2016) · Journal of Nutrition · doi:10.3945/jn.116.239392 · Cited by 55 · see citing works
Leech, R. M., Worsley, A. F., Timperio, A. F., & McNaughton, S. A. (2017) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2017.90 · Cited by 55 · see citing works
Self-citationZhu, Y., & Hollis, J. (2016) · British Journal Of Nutrition · doi:10.1017/s0007114516001112 · Cited by 53 · see citing works
Eating context and its association with ultra-processed food consumption by British children
Onita, B. M., Azeredo, C. M., Jaime, P. C., Levy, R. B., & Rauber, F. (2020) · Appetite · doi:10.1016/j.appet.2020.105007 · Cited by 51 · see citing works
Fayet‐Moore, F., Peters, V., McConnell, A., Petocz, P., & Eldridge, A. L. (2017) · Nutrition Journal · doi:10.1186/s12937-017-0288-8 · Cited by 47 · see citing works
Ridoutt, B. G., Baird, D., Bastiaans, K., Hendrie, G. A., Riley, M. D., Sanguansri, P., Syrette, J. A., & Noakes, M. (2016) · Foods · doi:10.3390/foods5020040 · Cited by 41 · see citing works
Murakami, K., Livingstone, M. B. E., & Sasaki, S. (2017) · Journal of Nutrition · doi:10.3945/jn.117.254896 · Cited by 39 · see citing works
On behalf of the EFCOVAL study group, Park, M. K., Freisling, H., Huseinovic, E., Winkvist, A., Huybrechts, I., Crispim, S. P., de Vries, J. H. M., Geelen, A., Niekerk, M., et al. (2018) · European Journal of Nutrition · doi:10.1007/s00394-017-1388-0 · Cited by 36 · see citing works
Eating occasion situational factors and sugar-sweetened beverage consumption in young adults
McNaughton, S. A., Pendergast, F. J., Worsley, A. F., & Leech, R. M. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-00975-y · Cited by 37 · see citing works
Self-citationSnacking Consumption among Adults in the United States: A Scoping Review
Enríquez, J. P., & Gollub, E. A. (2023) · Nutrients · doi:10.3390/nu15071596 · Cited by 39 · see citing works
Indices for the assessment of nutritional quality of meals: a systematic review
Gorgulho, B. M., Pot, G. K., Sarti, F. M., & Marchioni, D. M. L. (2016) · British Journal Of Nutrition · doi:10.1017/s0007114516000994 · Cited by 34 · see citing works
Murakami, K., Livingstone, M. B. E., Masayasu, S., & Sasaki, S. (2021) · Public Health Nutrition · doi:10.1017/s1368980021000975 · Cited by 34 · see citing works
Cowan, A., Higgins, K., Fisher, J. O., Tripicchio, G. L., Mattes, R. D., Zou, P., & Bailey, R. L. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234355 · Cited by 33 · see citing works
Murakami, K., Shinozaki, N., Livingstone, M. B. E., Fujiwara, A., Asakura, K., Masayasu, S., & Sasaki, S. (2020) · Public Health Nutrition · doi:10.1017/s1368980020004310 · Cited by 32 · see citing works
Novel Online or Mobile Methods to Assess Eating Patterns
Pendergast, F. J., Leech, R. M., & McNaughton, S. A. (2017) · Current Nutrition Reports · doi:10.1007/s13668-017-0211-0 · Cited by 30 · see citing works
Self-citationEating patterns of Australian adults: associations with blood pressure and hypertension prevalence
Leech, R. M., Timperio, A. F., Worsley, A. F., & McNaughton, S. A. (2018) · European Journal of Nutrition · doi:10.1007/s00394-018-1741-y · Cited by 30 · see citing works
Self-citationNishi, S. K., Jessri, M., & L’Abbé, M. R. (2018) · Nutrients · doi:10.3390/nu10060682 · Cited by 28 · see citing works
Oldenburg, N. C., Mashek, D. G., Harnack, L., Wang, Q., Manoogian, E. N. C., Evanoff, N. G., Dengel, D. R., Taddese, A., Yentzer, B. P., LYSNE, L. F., et al. (2025) · Obesity · doi:10.1002/oby.24252 · Cited by 29 · see citing works
Annapurna: An automated smartwatch-based eating detection and food journaling system
Sen, S., Subbaraju, V., Misra, A., Balan, R. K., & Lee, Y. (2020) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2020.101259 · Cited by 26 · see citing works
From the children's perspective: What are candy, snacks, and meals?
Adams, E. L., & Savage, J. S. (2017) · Appetite · doi:10.1016/j.appet.2017.04.034 · Cited by 25 · see citing works
Obesity in Adolescents Who Skip Breakfast Is Not Associated with Physical Activity
Sila, S., Ilić, A., Mišigoj‐Duraković, M., Sorić, M., Radman, I., & Šatalić, Z. (2019) · Nutrients · doi:10.3390/nu11102511 · Cited by 31 · see citing works
Iglesia, I., Intemann, T., Miguel‐Etayo, P. D., Pala, V. M., Hebestreit, A., Wolters, M., Russo, P., Veidebaum, T., Παπούτσου, Σ., Nagy, P., et al. (2020) · Nutrients · doi:10.3390/nu12030642 · Cited by 25 · see citing works
Murakami, K., Shinozaki, N., Livingstone, M. B. E., Fujiwara, A., Asakura, K., Masayasu, S., & Sasaki, S. (2020) · British Journal Of Nutrition · doi:10.1017/s0007114520002317 · Cited by 24 · see citing works
Hunt, K. J., Peter, J. V. S., Malek, A. M., Vrana-Diaz, C. J., Marriott, B. P., & Greenberg, D. (2020) · Nutrients · doi:10.3390/nu12092566 · Cited by 23 · see citing works
Rebuli, M. A., Williams, G., James‐Martin, G., & Hendrie, G. A. (2020) · Public Health Nutrition · doi:10.1017/s1368980020001585 · Cited by 22 · see citing works
Guinter, M. A., Campbell, P. T., Patel, A. V., & McCullough, M. L. (2019) · British Journal Of Nutrition · doi:10.1017/s0007114519002125 · Cited by 20 · see citing works
Murakami, K., Livingstone, M. B. E., Sasaki, S., Hirota, N., Notsu, A., Miura, A., Todoriki, H., Fukui, M., & Date, C. (2018) · Journal of Nutritional Science · doi:10.1017/jns.2018.21 · Cited by 19 · see citing works
Jung, S., Kim, J. Y., & Park, S. (2023) · European Journal of Nutrition · doi:10.1007/s00394-023-03258-x · Cited by 18 · see citing works
Bailey, R. L., Leidy, H. J., Mattes, R. D., Heymsfield, S. B., Boushey, C. J., Ahluwalia, N., Cowan, A., Pannucci, T. E., Moshfegh, A. J., Goldman, J. D., et al. (2022) · Current Developments in Nutrition · doi:10.1093/cdn/nzac132 · Cited by 17 · see citing works
Blazey, P., Habibi, A., Hassen, N., Friedman, D., Khan, K. M., & Ardern, C. L. (2023) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-023-01532-z · Cited by 21 · see citing works
FREQUENCY OF MEALS CONSUMED BY BRAZILIAN ADOLESCENTS AND ASSOCIATED HABITS: SYSTEMATIC REVIEW
de Sousa, S. F., Wolf, V. L. W., Martini, M. C. S., de Assumpção, D., & Filho, A. D. A. B. (2020) · Revista Paulista de Pediatria · doi:10.1590/1984-0462/2020/38/2018363 · Cited by 15 · see citing works
Jeans, M., Asigbee, F. M., Landry, M. J., Vandyousefi, S., Ghaddar, R., Leidy, H. J., & Davis, J. N. (2020) · Nutrients · doi:10.3390/nu12072038 · Cited by 13 · see citing works
Characterizing children’s eating patterns: does the choice of eating occasion definition matter?
Leech, R. M., Spence, A. C., Lacy, K. E., Zheng, M., Timperio, A. F., & McNaughton, S. A. (2021) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-021-01231-7 · Cited by 13 · see citing works
Self-citationMeal Patterns of Older Adults: Results from the OUTDOOR ACTIVE Study
Stalling, I., Albrecht, B. M., Foettinger, L., Recke, C., & Bammann, K. (2022) · Nutrients · doi:10.3390/nu14142784 · Cited by 12 · see citing works
Louie, J. C. Y., & Rangan, A. (2016) · European Journal of Nutrition · doi:10.1007/s00394-016-1303-0 · Cited by 10 · see citing works
Saltaouras, G., Kyrkili, A., Bathrellou, E., Georgoulis, M., Yannakoulia, M., Bountziouka, V. P., Smrke, U., Dimitrakopoulos, G., & Kontogianni, M. D. (2024) · Children · doi:10.3390/children11091100 · Cited by 9 · see citing works
Eating window and eating habits of adults in China: A cross-sectional study
Tang, R., Wang, J., Zhang, W., Fu, W., Zhuo, L., Yang, J., Wang, Q., & Yang, K. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e17233 · Cited by 9 · see citing works
Meal patterns in relation to energy and protein intake in older adults in home health care
Engelheart, S., Brummer, R. J., & Forslund, H. B. (2019) · Clinical Nutrition ESPEN · doi:10.1016/j.clnesp.2019.10.003 · Cited by 9 · see citing works
Hartman, T. J., Masters, M., Flanders, W. D., Wang, Y., Li, M., Mitchell, D. C., Guinter, M. A., Patel, A. V., & McCullough, M. L. (2022) · Journal of Nutrition · doi:10.1093/jn/nxac206 · Cited by 8 · see citing works
Serra, M., Alceste, D., Hauser, F., Hulshof, P. J. M., Meijer, H. A. J., Thalheimer, A., Steinert, R. E., Gerber, P. A., Spector, A. C., Gerö, D., et al. (2023) · Frontiers in Nutrition · doi:10.3389/fnut.2023.1255499 · Cited by 7 · see citing works
Zhou, H., Chow, L. S., Harnack, L., Panda, S., Manoogian, E. N. C., Li, M., Xiao, Y., & Zhang, R. (2026) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocag003 · Cited by 8 · see citing works
Park, S. Y., Love, P., Lacy, K. E., Campbell, K. J., & Zheng, M. (2022) · European Journal of Clinical Nutrition · doi:10.1038/s41430-022-01249-5 · Cited by 7 · see citing works
Noll, M. A., Rodrigues, A. P., & Silveira, É. A. (2019) · Asian Journal of Sports Medicine · doi:10.5812/asjsm.96561 · Cited by 7 · see citing works
Mauch, C. E., Wycherley, T. P., Bell, L., Laws, R., Byrne, R., & Golley, R. K. (2022) · Public Health Nutrition · doi:10.1017/s1368980022000349 · Cited by 6 · see citing works
Meth, E. M. S., van Egmond, L. T., Moulin, T. C., Cedernaes, J., Rosqvist, F., & Benedict, C. (2022) · Frontiers in Nutrition · doi:10.3389/fnut.2022.889926 · Cited by 6 · see citing works
Kishino, M., Hirose, M., Hida, A., Tada, Y., Ishikawa‐Takata, K., Hara, K., Irie, K., Maundu, P., & Morimoto, Y. (2022) · Dietetics · doi:10.3390/dietetics1030021 · Cited by 6 · see citing works
Phoi, Y. Y., Bonham, M. P., Rogers, M., Dorrian, J., & Coates, A. M. (2024) · Chronobiology International · doi:10.1080/07420528.2024.2342937 · Cited by 7 · see citing works
The relevance of restrained eating behavior for circadian eating patterns in adolescents
Koch, S., Alexy, U., Diederichs, T., Buyken, A. E., & Roßbach, S. (2018) · PLoS ONE · doi:10.1371/journal.pone.0197131 · Cited by 6 · see citing works
Measuring children’s eating behavior with a wearable device
Bi, S., Lu, Y., Tobias, N., Ryan, E., Masterson, T. D., Sen, S., Halter, R. J., Sorber, J. M., Gilbert‐Diamond, D., & Kotz, D. F. (2020) · IEEE International Conference on Healthcare Informatics (ICHI) · doi:10.1109/ichi48887.2020.9374304 · Cited by 6 · see citing works
Leech, R. M., Boushey, C. J., & McNaughton, S. A. (2021) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-021-01115-w · Cited by 6 · see citing works
Self-citationSisay, B. G., Lacy, K. E., McNaughton, S. A., & Leech, R. M. (2024) · Scientific Reports · doi:10.1038/s41598-024-75386-1 · Cited by 5 · see citing works
Self-citationSarteau, A. C., & Mayer‐Davis, E. J. (2022) · Nutrients · doi:10.3390/nu14040824 · Cited by 5 · see citing works
Carew, A. S., Mekary, R. A., Kirkland, S., Theou, O., Urquhart, R., Parkash, R., & Cahill, L. E. (2022) · CJC Open · doi:10.1016/j.cjco.2022.03.011 · Cited by 5 · see citing works
Park, S. Y., Love, P., Zheng, M., Campbell, K. J., & Lacy, K. E. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1154844 · Cited by 5 · see citing works
Assmus, F., Galbete, C., Knüppel, S., Schulze, M. B., Beune, E., Meeks, K. A. C., Nicolaou, M., Amoah, S., Agyemang, C. O., Klipstein‐Grobusch, K., et al. (2021) · Food & Nutrition Research · doi:10.29219/fnr.v65.5435 · Cited by 4 · see citing works
Jayedi, A., Neyestanak, M. S., Djafarian, K., & Shab‐Bidar, S. (2023) · British Journal Of Nutrition · doi:10.1017/s000711452300096x · Cited by 4 · see citing works
Tran, N. R., Leech, R. M., & McNaughton, S. A. (2024) · Appetite · doi:10.1016/j.appet.2024.107722 · Cited by 4 · see citing works
Self-citationBravo-García, A. P., Reddy, A. J., Radford, B. E., Hawley, J. A., & Parr, E. B. (2024) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2024.103157 · Cited by 8 · see citing works
Jeans, M., Landry, M. J., Asigbee, F. M., Vandyousefi, S., Ghaddar, R., Bray, M. S., Leidy, H. J., & Davis, J. N. (2021) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2021.10.014 · Cited by 4 · see citing works
The Risks and Consequences of Skipping Meals for Low-Income Mothers
Martin, M. A., Gough, M., & Lippert, A. M. (2022) · Population Research and Policy Review · doi:10.1007/s11113-022-09743-1 · Cited by 5 · see citing works
Boncyk, M., Isanovic, S., Samin, S., Avula, R., Kim, S. S., Scott, S., & Blake, C. E. (2023) · doi:10.2499/p15738coll2.136874 · Cited by 4 · see citing works
Rodrigues, P. R. M., Monteiro, L. S., de Vasconcelos, T. M., Alves, I. A., Yokoo, E. M., Sichieri, R., & Pereira, R. A. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21111403 · Cited by 3 · see citing works
Phoi, Y. Y., Dorrian, J., Rogers, M., Leung, G. K. W., Davis, R., Clark, A. B., Davis, C., Bonham, M. P., & Coates, A. M. (2025) · Nutrients · doi:10.3390/nu17223561 · Cited by 3 · see citing works
Fuentes, F. I., Northstone, K., Zou, M., & Johnson, L. (2025) · American Journal of Clinical Nutrition · doi:10.1016/j.ajcnut.2025.01.012 · Cited by 2 · see citing works
Rodrigues, P. R. M., Monteiro, L. S., de Vasconcelos, T. M., Gomes, L. E. S., Alves, I. A., Baltar, V. T., Gorgulho, B. M., Yokoo, E. M., Sichieri, R., & Pereira, R. A. (2024) · Cadernos de Saúde Pública · doi:10.1590/0102-311xen009923 · Cited by 3 · see citing works
How Do French Adults Consume Their Dairy Foods? A Characterisation Study Using the INCA3 Database
Franzon, C., Dougkas, A., Memery, J., & Appleton, K. M. (2025) · Gastronomy · doi:10.3390/gastronomy3040018 · Cited by 2 · see citing works
Hinnig, P. D. F., Rauber, F., Chang, K., Vamos, E. P., & Levy, R. B. (2025) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2025.156261 · Cited by 2 · see citing works
Mansukhani, R., & Palla, L. (2018) · Proceedings of The Nutrition Society · doi:10.1017/s0029665117004360 · Cited by 2 · see citing works
Chui, J. M., Lacy, K. E., Zheng, M., Leech, R. M., McNaughton, S. A., & Spence, A. C. (2022) · British Journal Of Nutrition · doi:10.1017/s0007114522003324 · Cited by 5 · see citing works
Self-citationAssociations of temporal protein patterns with diabetes and glycemic measures
Arini, H. R. B., Leech, R. M., Tan, S., & McNaughton, S. A. (2025) · Nutrition Journal · doi:10.1186/s12937-025-01221-6 · Cited by 2 · see citing works
Self-citationTillman, I., Maukonen, M., Ruokolahti, A. M., Vepsäläinen, H., Ray, C., Rahkola, J., Roos, E., Erkkola, M., & Lehto, R. (2025) · European Journal of Nutrition · doi:10.1007/s00394-025-03800-z · Cited by 1 · see citing works
Huang, R., Huang, M., & Zhang, R. (2026) · British Journal Of Nutrition · doi:10.1017/s0007114526108332 · Cited by 1 · see citing works
Abril-Ulloa, V., Morales, D., Orellana-Paucar, A. M., Yamunaqué, S., Palacios, G., Chilet, E., Huiracocha, L., Monsalve, D., & Sempértegui, S. (2017) · MASKANA · doi:10.18537/mskn.08.02.04 · Cited by 1 · see citing works
Lentjes, M. A. H., Griep, L. M. O., Mulligan, A. A., Montgomery, S., Wareham, N. J., & Khaw, K. (2022) · Nutrients · doi:10.3390/nu14020238 · Cited by 1 · see citing works
Nakano, K., Tanaka, M., Nishihara, N., Usui, Y., Yonezawa, K., Hikita, N., Tahara‐Sasagawa, E., Sasaki, S., Nagamatsu, T., Haruna, M., et al. (2025) · Nutrients · doi:10.3390/nu17050807 · Cited by 1 · see citing works
Kim, S.-Y. (2016) · 대한지역사회영양학회지 · doi:10.5720/kjcn.2016.21.5.405 · Cited by 1 · see citing works
Understanding adults' eating patterns
Leech, R. M. (2017) · Own your potential (DEAKIN)
Self-citationGrimes, M. E. (2025) · Library, Museums and Press - UDSpace (University of Delaware) · doi:10.58088/eqjb-8j76
Snacking During Pregnancy and its Relationship with Gestational Weight Gain
Pachta, D. M. (2017) · KU ScholarWorks (The University of Kansas)
Nutritional epidemiology: new insights for meal analysis
Ramirez, C. S. (2018) · DepositOnce · doi:10.14279/depositonce-7551
- Authors
- Leech, R. M., Worsley, A., Timperio, A., & McNaughton, S. A.
- Affiliations
- Deakin University (AU)
- Corresponding author
- Leech, Rebecca M
- Venue
- The American Journal of Clinical Nutrition
- Publisher
- Elsevier BV
- Published
- 2015-11
- Volume
- 102
- Issue
- 5
- Pages
- 1229-1237
- ISSN
- 0002-9165 (ISSN-L)
- OpenAlex
- W1951893152
- Cited by
- 133
- References
- 40
- Citations by year
- 2026: 6 · 2025: 13 · 2024: 16 · 2023: 9 · 2022: 12 · 2021: 20 · 2020: 17 · 2019: 6 · 2018: 10 · 2017: 14 · 2016: 10
- FWCI
- 10.93
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- American Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- Deakin Research Online (Deakin University) (submittedVersion)
- Funders
- Australian Postgraduate Award Scholarship
- Australian Research Council Future Fellowship (FT100100581)
- National Heart Foundation Future Leader Fellowship (100046)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Health Sciences › Medicine › Physiology › Dietary Effects on Health
- Keywords
- eating occasions, dietary habits, meal frequency, snack frequency, energy intake, 24-hour dietary recall
- MeSH terms
- Adult, Aged, Aged, 80 and over, Australia, Energy Intake, Cross-Sectional Studies, Diet, Diet Surveys, Feeding Behavior, Female, Humans, Male, Middle Aged, Models, Biological, Terminology as Topic, Nutrition Assessment, Linear Models, Young Adult, Meals, Snacks
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