Syed NK, Syed MH, Meraya AM, Albarraq AA, Al-Kasim MA, Alqahtani S, et al. The association of dietary behaviors and practices with overweight and obesity parameters among Saudi university students. PLoS One. 2020;15:e0238458.
Al Qauhiz NM. Obesity among Saudi female university students: dietary habits and health behaviors. J Egypt Public Health Assoc. 2010;85:45–59.
Herrán OF, Villamor E, Quintero-Lesmes DC. Adherence to a snacking dietary pattern is decreasing in Colombia among the youngest and the wealthiest: results of two representative national surveys. BMC Public Health. 2019;19:1702.
Savige G, Macfarlane A, Ball K, Worsley A, Crawford D. Snacking behaviours of adolescents and their association with skipping meals. Int J Behav Nutr Phys Act. 2007;4:36.
Astrup A, Bovy MW, Nackenhorst K, Popova AE. Food for thought or thought for food?--a stakeholder dialogue around the role of the snacking industry in addressing the obesity epidemic. Obes Rev. 2006;7:303–12.
Mithra P, Unnikrishnan B, Thapar R, Kumar N, Hegde S, Mangaldas Kamat A, et al. Snacking behaviour and its determinants among college-going students in coastal South India. J Nutr Metab. 2018;2018:6785741.
Bertéus Forslund H, Torgerson JS, Sjöström L, Lindroos AK. Snacking frequency in relation to energy intake and food choices in obese men and women compared to a reference population. Int J Obes (Lond). 2005;29:711–9.
Bes-Rastrollo M, Sanchez-Villegas A, Basterra-Gortari FJ, Nunez-Cordoba JM, Toledo E, Serrano-Martinez M. Prospective study of self-reported usual snacking and weight gain in a Mediterranean cohort: the SUN project. Clin Nutr. 2010;29:323–30.
Mirmiran P, Aghayan M, Bakhshi B, Hosseinpour-Niazi S, Azizi F. Socioeconomic status and lifestyle factors modifies the association between snack foods intake and incidence of metabolic syndrome. Nutr J. 2021;20:70.
Sedek R. Association between snacking patterns, energy and nutrient intake and body mass index among school adolescents in Kuala Lumpur. Am J Food Nutr. 2012;2:2012.
Nicklas TA, O'Neil CE, Fulgoni VL 3rd. Snacking patterns, diet quality, and cardiovascular risk factors in adults. BMC Public Health. 2014;14:388.
Al-Rethaiaa AS, Fahmy AE, Al-Shwaiyat NM. Obesity and eating habits among college students in Saudi Arabia: a cross sectional study. Nutr J. 2010;9:39.
Yahia N, Achkar A, Abdallah A, Rizk S. Eating habits and obesity among Lebanese University students. Nutr J. 2008;7:32.
Sakamaki R, Toyama K, Amamoto R, Liu CJ, Shinfuku N. Nutritional knowledge, food habits and health attitude of Chinese university students--a cross sectional study. Nutr J. 2005;4:4.
Tam R, Yassa B, Parker H, O’Connor H, Allman-Farinelli M. University students' on-campus food purchasing behaviors, preferences, and opinions on food availability. Nutrition. 2017;37:7–13.
Spanos D, Hankey CR. The habitual meal and snacking patterns of university students in two countries and their use of vending machines. J Hum Nutr Diet. 2010;23:102–7.
Sprake EF, Russell JM, Cecil JE, Cooper RJ, Grabowski P, Pourshahidi LK, et al. Dietary patterns of university students in the UK: a cross-sectional study. Nutr J. 2018;17:90.
Venkaiah K, Brahmam GNV, Vijayaraghavan K. Identification of dietary patterns by factor analysis and study of the relationship with nutritional status of rural adolescents using factor scores. J Health Popul Nutri. 2015;34:1–8.
Deanship of Admission and Registration in King Abdulaziz University. 25 November 2020; 2019. https://www.kau.edu.sa/Content-0-EN-2384.
Raosoft. Sample size calculator; 2004. http://www.raosoft.com/samplesize.html. Accessed 25 Nov 2020.
Aljefree NM, Shatwan IM, Almoraie NM. Impact of the intake of snacks and lifestyle behaviors on obesity among university students living in Jeddah, Saudi Arabia. Healthcare. 2022;10(2):400.
World Health Organization. Body mass index—BMI. https://www.euro.who.int/en/health- topics/diseaseprevention/nutrition/a-healthy-lifestyle/body-mass-index-bmi. Accessed 25 Nov 2020.
Ouyang Y, Wang H, Wang D, Wang Z, Zhang J, Du W, et al. Snacking food pattern among Chinese children and adolescents in twelve provinces. Wei Sheng Yan Jiu. 2016;45:868–75.
Schwerin HS, Stanton JL, Smith JL, Riley AM, Brett BE. Food, eating habits, and health: a further examination of the relationship between food eating patterns and nutritional health. Am J Clin Nutr. 1982;35(5);Suppl:1319–25.
Bountziouka V, and Panagiotakos DB. The role of rotation type used to extract dietary patterns through principal component analysis, on their short-term repeatability. J Data Sci. 2012;10:19–36.
Shu L, Shen XM, Li C, Zhang XY, Zheng PF. Dietary patterns are associated with type 2 diabetes mellitus among middle-aged adults in Zhejiang Province, China. Nutr J. 2017;16:81.21.
Bawadi H, Khataybeh T, Obeidat B, Kerkadi A, Tayyem R, Banks A, et al. Sugar-sweetened beverages contribute significantly to college students’ daily caloric intake in Jordan: soft drinks are not the major contributor. Nutrients. 2019;11:1058.
Bipasha MS, Raisa TS, Goon S. Sugar sweetened beverages consumption among university students of Bangladesh. Int J Public Health Sci (IJPHS). 2017;6:157.
Nakhooda Re, Wiles N. Consumption of added sugars among undergraduate students at a South African university and its association with BMI. S Afr J Clin Nutr. 2018;33:1–8.
Alkazemi D. Gender differences in weight status, dietary habits, and health attitudes among college students in Kuwait: a cross-sectional study. Nutr Health. 2019;25:75–84.
El Ansari W, Stock C, Mikolajczyk RT. Relationships between food consumption and living arrangements among university students in four European countries - a cross-sectional study. Nutr J. 2012;11:28.
Saha S, Al Mamun MAAl, Kabir MR. Factors affecting fast food consumption among college students in South Asia: a systematic review. J Am Coll Nutr. 2021;22:1–11.
Mahajan SA, Gothankar JS. Fast food consumption pattern amongst undergraduates of various disciplines of private colleges in Pune. Int J Community Med Public Health. 2019;7.
Shaban L, Alkazemi D. Trends in fast-food consumption among Kuwaiti youth. Int J Prev Med. 2019;10:44.
Moosavian SP, Haghighatdoost F, Surkan PJ, Azadbakht L. salt and obesity: a systematic review and meta-analysis of observational studies. Int J Food Sci Nutr. 2017;68:265–77.
Tripicchio GL, Kachurak A, Davey A, Bailey RL, Dabritz LJ, Fisher JO. Associations between snacking and weight status among adolescents 12–19 years in the United States. Nutrients. 2019;11:1486.
Timic JB, Kotur-Stevuljevic J, Boeing H, Krajnovic D, Djordjevic B, Sobajic S. A cross-sectional survey of salty snack consumption among Serbian urban-living students and their contribution to salt intake. Nutrients. 2020;12:3290.
Alfawaz HA, Khan N, Yakout SM, Khattak MNK, Alsaikhan AA, Almousa AA, et al. Prevalence, predictors, and awareness of coffee consumption and its trend among Saudi female students. Int J Environ Res Public Health. 2020;17:7020.
Zhang Y, Xiong Y, Dong J, Guo T, Tang X, Zhao Y. Caffeinated drinks intake, late Chronotype, and increased body mass index among medical students in Chongqing, China: a multiple mediation model. Int J Environ Res Public Health. 2018;15:1721.
Mahoney CR, Giles GE, Marriott BP, Judelson DA, Glickman EL, Geiselman PJ, et al. Intake of caffeine from all sources and reasons for use by college students. Clin Nutr. 2019;38:668–75.
Alkazemi D, Salmean Y. Fruit and vegetable intake and barriers to their consumption among university students in Kuwait: a cross-sectional survey. J Environ Public Health. 2021;2021:9920270.
French SA, Tangney CC, Crane MM, Wang Y, Appelhans BM. Nutrition quality of food purchases varies by household income: the SHoPPER study. BMC Public Health. 2019;19:231.
Lallukka T, Pitkäniemi J, Rahkonen O, Roos E, Laaksonen M, Lahelma E. The association of income with fresh fruit and vegetable consumption at different levels of education. Eur J Clin Nutr. 2010;64:324–7.
van den Bogerd N, Maas J, Seidell JC, Dijkstra SC. Fruit and vegetable intakes, associated characteristics and perceptions of current and future availability in Dutch university students. Public Health Nutr. 2019;22:1951–9.
Tassitano RM, Martins CMdL, Cabral PC, Mota J, Tenório MCM, Silva GAPd. Psychosocial factors and physical activity as predictors of fruit and vegetable intake in college students. Rev Nutr 2016;29:173–83.
Possa G, Corrente JE, Fisberg M. Yogurt consumption is associated with a better lifestyle in Brazilian population. BMC Nutr. 2017;3:29.
Manz K, Mensink GBM, Finger JD, Haftenberger M, Brettschneider AK, Lage Barbosa C, et al. Associations between physical activity and food intake among children and adolescents: results of KiGGS wave 2. Nutrients. 2019;11:1060.
Bin Abdulrahman KA, Khalaf AM, Bin Abbas FB, Alanezi OT. The lifestyle of Saudi medical students. Int J Environ Res Public Health. 2021;18:7869.
Kazi RNA, El-Kashif MML, Ahsan SM. Prevalence of salt rich fast food consumption: a focus on physical activity and incidence of hypertension among female students of Saudi Arabia. Saudi J Biol Sci. 2020;27:2669–73.
Gómez-Miranda LM, Bacardí-Gascón M, Caravalí-Meza NY, Jiménez-Cruz A. Consumption of sweetened, energy and alcoholic beverages among college students in the México-US border. Nutr Hosp. 2014;31:191–5.
Piekara A, Krzywonos M. Assessment of the frequency of sweetened beverages consumption among adults in Poland. Int J Environ Res Public Health. 2021;18:7029.
Gui ZH, Zhu YN, Cai L, Sun FH, Ma YH, Jing J, et al. Sugar-sweetened beverage consumption and risks of obesity and hypertension in Chinese children and adolescents: a national cross-sectional analysis. Nutrients. 2017;9.
Twarog JP, Peraj E, Vaknin OS, Russo AT, Woo Baidal JA, Sonneville KR. Consumption of sugar-sweetened beverages and obesity in SNAP-eligible children and adolescents. Prim Care Diabetes. 2020;14:181–5.
Durá TT. Intake of milk and dairy products in a college population. Nutr Hosp. 2008;23:89–94.
Guiné RPF, Florença SG, Carpes S, Anjos O. Study of the influence of sociodemographic and lifestyle factors on consumption of dairy products: preliminary study in Portugal and Brazil. Foods. 2020;9:1775.
Chen M, Pan A, Malik VS, Hu FB. Effects of dairy intake on body weight and fat: a meta-analysis of randomized controlled trials. Am J Clin Nutr. 2012;96:735–47.
Wang H, Troy LM, Rogers GT, Fox CS, McKeown NM, Meigs JB, et al. Longitudinal association between dairy consumption and changes of body weight and waist circumference: the Framingham heart study. Int J Obes. 2014;38:299–305.
Kim JO, Mueller C. Factor analysis. Newbury Park: Sage Publications, Inc.; 1984.