A Cross-Sectional Study of Gender Differences in Calorie Labeling Policy among Students: Dietary Habits, Nutritional Knowledge and Awareness
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Sample and Calorie Label
2.2. Methods
- Data on demographic characteristics: gender, marital status, age, kind of college, educational level, total monthly income, and housing circumstances.
- The consequences of calorie labeling on food habits. In respect of this, the list of questions was included.
- The consequences of calorie labeling on respondents’ level of knowledge and awareness were included.
2.2.1. Food Habits Survey Attributes
2.2.2. Knowledge Survey Attributes
2.2.3. Awareness Survey Attributes
2.2.4. Ethical Standard Disclosure
2.2.5. Statistical Analysis
3. Results
3.1. Respondents Frequency Distribution (n = 802) by Demographic and Social Factors
3.2. The Effects of Calorie Labeling on Food Habits, Knowledge and Awareness, among Male (n = 360) and Female (n = 442) Respondents
3.3. Determinant Factors Associated with Male (n = 360) and Female (n = 442) Awareness and Food Habits
4. Discussion
5. Conclusions
Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Al-Saeed, W.Y.; Al-Dawood, K.M.; Bukhari, I.A.; Bahnassy, A. Prevalence and socioeconomic risk factors of obesity among urban female students in Al-Khobar city, Eastern Saudi Arabia, 2003. Obes. Rev. 2007, 8, 93–99. [Google Scholar] [CrossRef]
- Allam, A.R.; Taha, I.M.; Al-Nozha, O.M.; Sultan, I.E. Nutritional and health status of medical students at a university in Northwestern Saudi Arabia. Saudi Med. J. 2012, 33, 1296–1303. [Google Scholar]
- Musaiger, A.O.; Hassan, A.S.; Obeid, O. The paradox of nutrition-related diseases in the Arab countries: The need for action. Int. J. Environ. Res. Public Health 2011, 8, 3637–3671. [Google Scholar] [CrossRef]
- Al-Hazzaa, M.A. Health-enhancing physical activity among Saudi adults using the International Physical Activity Questionnaire (IPAQ). Public Health Nutr. 2007, 10, 59–64. [Google Scholar] [CrossRef]
- Hu, F.B.; Li, T.Y.; Colditz, G.A.; Willett, W.C.; Manson, J.E. Television watching and other sedentary behaviors in relation to risk of obesity and type 2 diabetes mellitus in women. JAMA 2003, 289, 1785–1791. [Google Scholar] [CrossRef] [PubMed]
- Warren, T.Y.; Barry, V.; Hooker, S.P.; Sui, X.; Church, T.S.; Blair, S.N. Sedentary behaviors increase risk of cardiovascular disease mortality in men. Med. Sci. Sports Exerc. 2010, 42, 879–885. [Google Scholar] [CrossRef] [PubMed]
- Al-Nuaim, A.A.; Al-Nakeeb, Y.; Lyons, M.; Al-Hazzaa, H.M.; Nevill, A.; Collins, P.; Duncan, M.J. The prevalence of physical activity and sedentary behaviours relative to obesity among adolescents from Al-Ahsa, Saudi Arabia: Rural versus urban variations. J. Nutr. Metab. 2012, 2012, 417589. [Google Scholar] [CrossRef]
- Al-Hazzaa, H.M.; Musaiger, A.O.; Abahussain, N.A.; Al-Sobayel, H.I.; Qahwaji, D.M. Prevalence of short sleep duration and its association with obesity among adolescents 15- to 19-year olds: A cross-sectional study from three major cities in Saudi Arabia. Ann. Thorac. Med. 2012, 7, 133–139. [Google Scholar] [CrossRef]
- Al-Ghamdi, S.H. The association between watching television and obesity in children of school-age in Saudi Arabia. J. Fam. Community Med. 2013, 20, 83–89. [Google Scholar] [CrossRef]
- Pengpid, S.; Peltzer, K. Prevalence of overweight/obesity and central obesity and its associated factors among a sample of university students in India. Obes. Res. Clin. Pract. 2014, 8, e558–e570. [Google Scholar] [CrossRef]
- Nelson, M.C.; Story, M.; Larson, N.I.; Neumark-Sztainer, D.; Lytle, L.A. Emerging adulthood and college-aged youth: An overlooked age for weight-related behavior change. Obesity 2008, 16, 2205. [Google Scholar] [CrossRef]
- Vella-Zarb, R.A.; Elgar, F.J. The ‘freshman 5′: A meta-analysis of weight gain in the freshman year of college. J. Am. Coll. Health 2009, 58, 161–166. [Google Scholar] [CrossRef]
- Al-Rethaiaa, A.S.; Fahmy, A.-E.A.; Al-Shwaiyat, N.M. Obesity and eating habits among college students in Saudi Arabia: A cross sectional study. Nutr. J. 2010, 9, 39. [Google Scholar] [CrossRef]
- Ferreira, S.C.; de Oliveira Penaforte, F.R.; Cardoso, A.; da Silva, M.V.T.; Lima, A.S.; Correia, M.I.T.D.; Anastácio, L.R. Association of food cravings with weight gain, overweight, and obesity in patients after liver transplantation. Nutrition 2020, 69, 110573. [Google Scholar] [CrossRef]
- Burton, S.; Creyer, E.H.; Kees, J.; Huggins, K. Attacking the obesity epidemic: The potential health benefits of providing nutrition information in restaurants. Am. J. Public Health 2006, 96, 1669–1675. [Google Scholar] [CrossRef]
- Janssen, I.; Katzmarzyk, P.T.; Boyce, W.F.; King, M.A.; Pickett, W. Overweight and obesity in Canadian adolescents and their associations with dietary habits and physical activity patterns. J. Adolesc. Health 2004, 35, 360–367. [Google Scholar] [CrossRef]
- Bleich, S.N.; Pollack, K.M. The publics’ understanding of daily caloric recommendations and their perceptions of calorie posting in chain restaurants. BMC Public Health 2010, 10, 121. [Google Scholar] [CrossRef]
- Hodge, J.G., Jr.; White, L.C. Supplementing national menu labeling. Am. J. Public Health 2012, 102, e11–e13. [Google Scholar] [CrossRef] [PubMed]
- Bollinger, B.; Leslie, P.; Sorensen, A. Calorie posting in chain restaurants. Am. Econ. J. Econ. Policy 2011, 3, 91–128. [Google Scholar] [CrossRef]
- Christoph, M.J.; Ellison, B.D.; Meador, E.N. The influence of nutrition label placement on awareness and use among college students in a dining hall setting. J. Acad. Nutr. Diet. 2016, 116, 1395–1405. [Google Scholar] [CrossRef]
- Driskell, J.A.; Schake, M.C.; Detter, H.A. Using nutrition labeling as a potential tool for changing eating habits of university dining hall patrons. J. Am. Diet. Assoc. 2008, 108, 2071–2076. [Google Scholar] [CrossRef]
- Bates, T.W.; Kahle, K.M.; Stulz, R.M. Why do US firms hold so much more cash than they used to? J. Financ. 2009, 64, 1985–2021. [Google Scholar] [CrossRef]
- Gerend, M.A. Does calorie information promote lower calorie fast food choices among college students? J. Adolesc. Health 2009, 44, 84–86. [Google Scholar] [CrossRef]
- Roberto, C.A.; Khandpur, N. Improving the design of nutrition labels to promote healthier food choices and reasonable portion sizes. Int. J. Obes. 2014, 38, S25–S33. [Google Scholar] [CrossRef]
- Langford, R.; Bonell, C.; Jones, H.; Pouliou, T.; Murphy, S.; Waters, E.; Campbell, R. The World Health Organization’s Health Promoting Schools framework: A Cochrane systematic review and meta-analysis. BMC Public Health 2015, 15, 1–15. [Google Scholar] [CrossRef]
- Steptoe, A.; Wardle, J.; Cui, W.; Bellisle, F.; Zotti, A.-M.; Baranyai, R.; Sanderman, R. Trends in smoking, diet, physical exercise, and attitudes toward health in European university students from 13 countries, 1990–2000. Prev. Med. 2002, 35, 97–104. [Google Scholar] [CrossRef]
- Nacar, M.; Baykan, Z.; Cetinkaya, F.; Arslantas, D.; Ozer, A.; Coskun, O.; Bati, H.; Karaoglu, N.; Elmali, F.; Yilmaze, G. Health promoting lifestyle behaviour in medical students: A multicentre study from Turkey. Asian Pac. J. Cancer Prev. 2014, 15, 8969–8974. [Google Scholar] [CrossRef]
- AlAmer, N.A.; AlOmar, R.S.; AlKaltham, S.M.; AlYami, R.S.; AlRashidi, F.N.; AlJrri, M.M.; Wahab, M.M.A. Perceived effect of calorie count display on customers’ eating behaviors in food facilities of eastern province, Saudi Arabia: A mixed method study. J. Multidiscip. Healthc. 2020, 13, 1849. [Google Scholar] [CrossRef] [PubMed]
- Williams, D.R.; Mohammed, S.A.; Leavell, J.; Collins, C. Race, socioeconomic status, and health: Complexities, ongoing challenges, and research opportunities. Ann. N. Y. Acad. Sci. 2010, 1186, 69–101. [Google Scholar] [CrossRef]
- Orbell, S.; Verplanken, B. The automatic component of habit in health behavior: Habit as cue-contingent automaticity. Health Psychol. 2010, 29, 374–383. [Google Scholar] [CrossRef]
- Anderson, K.; Mirosa, M. Revealing barriers to healthier fast food consumption choices. Br. Food J. 2014, 116, 821–831. [Google Scholar]
- Kim, E.; Ham, S.; Yang, I.S.; Choi, J.G. The roles of attitude, subjective norm, and perceived behavioral control in the formation of consumers’ behavioral intentions to read menu labels in the restaurant industry. Int. J. Hosp. Manag. 2013, 35, 203–213. [Google Scholar] [CrossRef]
- Dunn, K.I.; Mohr, P.; Wilson, C.J.; Wittert, G.A. Determinants of fast-food consumption. An application of the theory of planned behavior. Appetite. 2011, 57, 349–357. [Google Scholar] [CrossRef]
- Fruh, S.M. Obesity: Risk factors, complications, and strategies for sustainable long-term weight management. J. Am. Assoc. Nurse Pract. 2017, 29, S3–S14. [Google Scholar] [CrossRef]
- Ashoori, M.; Omidvar, N.; Eini-Zinab, H.; Shakibazadeh, E.; Doustmohamadian, A.; Abdar-Esfahani, B.; Mazandaranian, M. Food and nutrition literacy status and its correlates in Iranian senior high-school students. BMC Nutr. 2021, 7, 19. [Google Scholar] [CrossRef]
- Roseman, M.G.; Joung, H.-W.; Choi, E.-K.C.; Kim, H.-S. The effects of restaurant nutrition menu labelling on college students’ healthy eating behaviours. Public Health Nutr. 2017, 20, 797–804. [Google Scholar] [CrossRef]
- Kontogianni, M.D.; Vidra, N.; Farmaki, A.-E.; Koinaki, S.; Belogianni, K.; Sofrona, S.; Magkanari, F.; Yannakoulia, M. Adherence rates to the Mediterranean diet are low in a representative sample of Greek children and adolescents. J. Nutr. 2008, 138, 1951–1956. [Google Scholar] [CrossRef]
- Hendrie, G.A.; Coveney, J.; Cox, D. Exploring nutrition knowledge and the demographic variation in knowledge levels in an Australian community sample. Public Health Nutr. 2008, 11, 1365–1371. [Google Scholar] [CrossRef]
- Affram, P.C.; Darkwa, S. Consumers’ knowledge, understanding and use of food label information, and how it affects purchasing decision in ho, ghana. Asian J. Empir. Res. 2015, 5, 24–39. [Google Scholar]
- Alkhaldy, A.A.; Taha, D.S.; Alsahafi, S.E.; Naaman, R.K.; Alkhalaf, M.M. Response of the public and restaurant owners to the mandatory menu energy-labelling implementation in restaurants in Saudi Arabia. Public Health Nutr. 2020, 23, 3435–3447. [Google Scholar] [CrossRef] [PubMed]
- Campos, S.; Doxey, J.; Hammond, D. Nutrition labels on pre-packaged foods: A systematic review. Public Health Nutr. 2011, 14, 1496–1506. [Google Scholar] [CrossRef]
- Satia, J.A.; Galanko, J.A.; Neuhouser, M.L. Food nutrition label use is associated with demographic, behavioral, and psychosocial factors and dietary intake among African Americans in North Carolina. J. Am. Diet. Assoc. 2005, 105, 392–402. [Google Scholar] [CrossRef]
- Greene, J.E.; Brown, A.G.; Ohri-Vachaspati, P. Sociodemographic disparities among fast-food restaurant customers who notice and use calorie menu labels. J. Acad. Nutr. Diet. 2015, 115, 1093–1101. [Google Scholar] [CrossRef]
- Graham, D.J.; Jeffery, R.W. Predictors of nutrition label viewing during food purchase decision making: An eye tracking investigation. Public Health Nutr. 2012, 15, 189–197. [Google Scholar] [CrossRef]
- Neumark-Sztainer, D.; Larson, N.I.; Fulkerson, J.A.; Eisenberg, M.E.; Story, M. Family meals and adolescents: What have we learned from Project EAT (Eating Among Teens)? Public Health Nutr. 2010, 13, 1113–1121. [Google Scholar] [CrossRef]
- Hanson, M.D.; Chen, E. Socioeconomic status and health behaviors in adolescence: A review of the literature. J. Behav. Med. 2007, 30, 263–285. [Google Scholar] [CrossRef]
- Petrovici, D.A.; Ritson, C. Factors influencing consumer dietary health preventative behaviours. BMC Public Health 2006, 6, 222. [Google Scholar] [CrossRef]
- Ranilović, J.; Barić, I.C. Differences between younger and older populations in nutrition label reading habits. Br. Food J. 2011, 113, 109–121. [Google Scholar] [CrossRef]
- Jacobs, S.A.; de Beer, H.; Larney, M. Adult consumers’ understanding and use of information on food labels: A study among consumers living in the Potchefstroom and Klerksdorp regions, South Africa. Public Health Nutr. 2011, 14, 510–522. [Google Scholar] [CrossRef]
- Grunert, K.G.; Wills, J.; Celemín, L.F.; Lähteenmäki, L.; Scholderer, J.; genannt Bonsmann, S.S. Socio-demographic and attitudinal determinants of nutrition knowledge of food shoppers in six European countries. Food Qual. Prefer. 2012, 26, 166–177. [Google Scholar] [CrossRef]
- Macanda, P. Misleading food labels may soon be outlawed: The health department has proposed new regulations to protect consumers. Dly. Dispatch 2005, 12, 19. [Google Scholar]
- Misra, R. Knowledge, attitudes, and label use among college students. J. Am. Diet. Assoc. 2007, 107, 2130–2134. [Google Scholar] [CrossRef] [PubMed]
- Mandal, B. Use of food labels as a weight loss behavior. J. Consum. Aff. 2010, 44, 516–527. [Google Scholar] [CrossRef]
- Stran, K.; Knol, L. Determinants of food label use among US adults. J. Am. Diet. Assoc. 2011, 111, A91. [Google Scholar] [CrossRef]
- Barreiro-Hurlé, J.; Gracia, A.; De-Magistris, T. Does nutrition information on food products lead to healthier food choices? Food Policy 2010, 35, 221–229. [Google Scholar] [CrossRef]
Male | Female | Chi-Square | p-Value | |||
---|---|---|---|---|---|---|
Characteristics | Frequency | Percentage | Frequency | Percentage | ||
Marital Status | ||||||
Single | 332 | 92.2 | 350 | 79.2 | 26.501 ** | 0.0006 |
Married | 28 | 7.8 | 92 | 20.8 | ||
Age | ||||||
<25 | 305 | 84.7 | 284 | 64.3 | 45.599 ** | 0.0001 |
25–30 | 28 | 7.8 | 104 | 23.5 | ||
>30 | 27 | 7.5 | 54 | 12.2 | ||
College | ||||||
Health | 76 | 21.1 | 128 | 29.0 | 26.234 ** | 0.0001 |
Science | 202 | 56.1 | 168 | 38.0 | ||
Art and Humanity | 82 | 22.8 | 146 | 33.0 | ||
Educational level | ||||||
Bachelor | 317 | 88.1 | 288 | 65.2 | 56.136 ** | 0.003 |
Postgraduate | 43 | 11.9 | 154 | 34.8 | ||
Total monthly income | ||||||
<2000 SR | 233 | 64.7 | 271 | 61.3 | 22.557 ** | 0.0001 |
2000–4999 SR | 80 | 22.2 | 61 | 13.8 | ||
≥5000 SR | 47 | 13.1 | 110 | 24.9 | ||
Living status | ||||||
Living with Family | 314 | 87.2 | 404 | 91.4 | 3.698 | 0.054 |
Living away from Family | 46 | 12.8 | 38 | 8.6 |
Food Habits | Male | Female | Chi-Square | p-Value | |||
---|---|---|---|---|---|---|---|
Yes | No | Yes | No | ||||
When ordering from restaurants, do you select the type of food based on the fact that it has less calories than other types of food? | F | 161 | 199 | 211 | 231 | 0.725 | 0.394 |
% | 44.7 | 55.3 | 47.7 | 52.3 | |||
Do you use the calorie information on menus in order to maintain your body weight? | F | 150 | 210 | 216 | 226 | 4.148 * | 0.042 |
% | 41.7 | 58.3 | 48.9 | 51.1 | |||
Do you use the calorie information on menus in order to lose weight? | F | 170 | 190 | 216 | 226 | 0.215 | 0.643 |
% | 47.2 | 52.8 | 48.9 | 51.1 | |||
Do you use the calorie information on menus in order to gain weight? | F | 63 | 297 | 35 | 407 | 16.981 ** | 0.0004 |
% | 17.5 | 82.5 | 7.9 | 92.1 | |||
Do you use the calorie information on menus in order to reach your daily calorie intake requirements? | F | 157 | 203 | 175 | 267 | 1.321 | 0.250 |
% | 43.6 | 56.4 | 39.6 | 60.4 | |||
Do you use the calorie information on menus due to a medical reason? | F | 22 | 338 | 24 | 418 | 0.170 | 0.680 |
% | 6.1 | 93.9 | 5.4 | 94.6 | |||
Do you count your daily calorie intake? | F | 115 | 245 | 128 | 314 | 0.837 | 0.360 |
% | 31.9 | 68.1 | 29.0 | 71.0 |
Statement | Males | Females | Z | p-Value | ||||
---|---|---|---|---|---|---|---|---|
Mean Score (SD) | Percent | Awareness/Food Habit Level | Mean Score (SD) | Percent | Awareness/Food Habit Level | |||
Knowledge | ||||||||
Calories are a unit of measurement for the amount of energy in food | 4.01 (0.87) | 85.00 | Very High | 4.45 (74.31) | 89.02 | Very high | −3.015 | 0.003 ** |
Tracking of the number of calories taken in food can help you achieve your optimum weight | 3.92 (1.00) | 72.70 | High | 4.22 (0.70) | 85.10 | Very high | −0.074 | 0.941 |
Calories are found in vitamins and minerals | 2.77 (1.34) | 56.80 | Low | 2.21 (1.46) | 50.60 | Low | −3.099 | 0.002 ** |
Calories are found in carbohydrates, proteins, and lipids | 4.61 (0.59) | 90.60 | Very High | 4.37 (0.74) | 87.40 | Very high | −1.237 | 0.216 |
In terms of calories provided, fat and carbohydrates vary | 3.78 (1.47) | 70.70 | High | 3.56 (1.12) | 66.09 | Medium | −1.652 | 0.099 |
The daily calorie requirements of an individual are affected by various factors, including weight, height, age, gender, and physical activity | 3.50 (1.09) | 68.34 | Medium | 4.51 (0.86) | 91.80 | Very high | −0.547 | 0.585 |
The Saudi Food and Drug Authority ordered restaurants and coffee shops to include calorie information on their menus | 4.37 (0.68) | 85.04 | Very High | 4.80 (0.59) | 96.90 | Very high | −1.598 | 0.110 |
When ordering from a restaurant, it is a good idea to check the calorie information on the menu | 4.29 (1.01) | 86.30 | Very High | 4.11 (0.95) | 82.90 | Very high | −0.702 | 0.482 |
Calorie labels on restaurant menus are simple to understand | 4.27 (0.71) | 90.20 | Very High | 4.50 (0.75) | 87.10 | Very high | −1.510 | 0.131 |
Adults require approximately 2000 calories per day on average | 4.18 (0.81) | 81.00 | Very High | 4.34 (0.71) | 89.90 | Very high | −4.502 | 0.0001 ** |
Individuals’ daily calorie requirements vary from one another | 4.79 (0.57) | 96.80 | Very High | 4.71 (0.66) | 93.40 | Very high | −0.062 | 0.950 |
Knowing the number of calories consumed aids in adding balance and utilized energy in the body | 4.31 (0.77) | 82.90 | Very High | 4.25 (0.83) | 84.60 | Very high | −1.784 | 0.074 |
Grand mean | 4.07 (0.79) | 80.53 | Very High | 4.17 (0.83) | 83.73 | Very high | −3.912 | 0.004 ** |
Awareness | ||||||||
When it comes to food, I am unconcerned with eating healthy | 3.19 (1.09) | 62.80 | Medium | 3.60 (1.00) | 71.7 | High | −3.167 | 0.002 ** |
I am very concerned that the food I eat is nutritious | 3.60 (1.27) | 75.60 | High | 3.87 (1.14) | 71.9 | High | −2.785 | 0.005 ** |
I eat food that I enjoy regardless of whether it is healthy or not | 2.49 (1.09) | 52.00 | Low | 2.27 (1.24) | 51.8 | Low | −2.967 | 0.003 ** |
The meals I eat must be low in fat | 3.40 (1.13) | 68.10 | Medium | 3.22 (1.18) | 63.8 | Medium | −2.424 | 0.015 * |
I always eat a well-balanced and healthy diet | 2.65 (1.23) | 54.90 | Low | 2.44 (0.95) | 50.7 | Low | −1.910 | 0.056 |
My meal must be rich in vitamins and minerals | 3.32 (1.29) | 66.80 | Medium | 3.98 (0.94) | 74.7 | High | −0.869 | 0.385 |
I do not care whether the snacks that I eat are nutritious or not | 2.52 (1.13) | 54.70 | Low | 2.28 (1.33) | 54.1 | Low | −2.249 | 0.025 * |
I do not avoid foods that raise my cholesterol | 3.32 (1.09) | 64.80 | Medium | 3.49 (1.31) | 69.1 | Medium | −4.520 | 0.0001 ** |
I do not want to think about whether the food I am eating is beneficial for me or not | 3.36 (1.39) | 67.60 | Medium | 3.29 (1.37) | 68.6 | Medium | −3.337 | 0.001 ** |
I am willing to forego certain items in order to focus on a healthy diet | 3.46 (1.37) | 63.30 | Medium | 3.63 (1.05) | 72.2 | High | −1.962 | 0.050 * |
It is critical to understand how to eat a healthy diet | 3.41 (1.29) | 69.40 | Medium | 3.69 (0.83) | 72.5 | High | −2.154 | 0.031 * |
Other individuals, I feel, are more concerned with good eating than I am | 2.20 (1.46) | 51.40 | Low | 2.39 (1.24) | 54.2 | Low | −1.179 | 0.238 |
I believe that eating fruits and vegetables five times per day is essential | 3.36 (1.25) | 69.30 | Medium | 3.69 (0.90) | 74.9 | High | −3.714 | 0.0001 ** |
I am concerned about not ingesting too much food | 3.21 (1.39) | 68.20 | Medium | 3.50 (1.23) | 66.7 | Medium | −0.465 | 0.642 |
I am concerned about eating a well-balanced diet | 4.17 (0.74) | 83.30 | Very High | 3.47 (1.28) | 66.7 | Medium | −0.692 | 0.489 |
I am quite concerned about eating my meals regularly | 3.59 (1.19) | 69.10 | Medium | 3.50 (1.13) | 64.5 | Medium | −0.042 | 0.967 |
I am concerned about not drinking excessive amounts of sugar | 3.68 (0.87) | 74.70 | High | 4.07 (0.76) | 82.4 | Very high | −1.019 | 0.308 |
Grand mean | 3.23 (1.34) | 65.65 | Medium | 3.32 (1.26) | 66.50 | Medium | −2.322 | 0.013 * |
Independent Variable/Dependent Variable | Marital Status | Age | Educational Level | Monthly Income | Living Status | |||||
---|---|---|---|---|---|---|---|---|---|---|
r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | |
Calories are a unit of measurement for the amount of energy in food; | 0.014 | (0.005, 0.001) | 0.040 | (0.038, 0.041) | 0.007 | (0.024, 0.005) | 0.006 | (0.041, 0.050) | −0.150 ** | (−0.032 **, 0.005) |
Keeping track of the number of calories taken in food can help you achieve your optimum weight; | 0.041 | (0.012, 0.033) | −0.007 | (−0.040, 0.041) | 0.006 | (0.020, 0.063) | −0.045 | (−0.040, 0.012) | −0.021 * | (−0.040 *, 0.002) |
Calories are found in vitamins and minerals; | −0.026 | (−0.006, 0.015) | 0.036 | (0.019, 0.030) | 0.046 | (0.016, 0.005) | 0.033 | (0.011, 0.003) | −0.038 * | (−0.016 *, 0.026) |
Calories are found in carbohydrates, proteins, and lipids; | −0.009 | (−0.042, 0.024) | −0.071 | (−0.055, 0.015) | −0.080 | (−0.094, 0.031) | −0.069 | (−0.111, 0.069) | 0.009 | (0.039, 0.034) |
In terms of calories provided, fat and carbohydrates vary; | −0.026 | (−0.003, 0.025) | 0.067 | (0.001, 0.001) | 0.060 | (0.019, 0.017) | 0.025 | (0.038, 0.007) | 0.041 | (0.022, 0.031) |
The daily calorie requirements of an individual are affected by various factors, including weight, height, age, gender, and physical activity; | −0.156 ** | (−0.067 **, 0.014) | 0.084 | (0.014, 0.017) | 0.148 ** | (0.110 **, 0.025) | 0.073 | (0.059, 0.003) | 0.083 | (0.111, 0.09) |
The Saudi Food and Drug Authority ordered restaurants and coffee shops to include calorie information on their menus; | 0.076 | (0.007, 0.021) | −0.103 * | (−0.071 *, 0.045) | 0.077 | (0.016, 0.027) | −0.064 | (−0.080, 0.007) | −0.035 * | (−0.010 *, 0.009) |
When ordering from a restaurant, it is a good idea to check the calorie information on the menu; | 0.095 | (0.016, 0.009) | −0.047 | (−0.127, 0.052) | 0.009 | (0.059, 0.019) | −0.040 | (−0.029, 0.038) | −0.020 * | (−0.035 *, 0.041) |
Calorie labels on restaurant menus are simple to understand; | −0.001 | (−0.012, 0.016) | 0.032 | (0.022, 0.030) | 0.041 | (0.022, 0.008) | 0.032 | (−0.005, 0.008) | −0.020 * | (0.079 *, 0.079) |
Adults require approximately 2000 calories per day on average; | 0.048 | (0.028, 0.025) | 0.008 | (0.110, 0.056) | 0.076 | (0.018, 0.003) | −0.029 | (−0.040, 0.054) | −0.029 * | (−0.028 *, 0.012) |
Individuals’ daily calorie requirements vary from one another; | 0.087 | (0.001, 0.023 | 0.092 | (0.090, 0.053) | 0.082 | (0.026, 0.017) | −0.032 | (−0.043, 0.045) | −0.050 * | (−0.066 *, 0.046) |
Knowing the number of calories consumed aids in adding balance and utilized energy in the body | 0.054 | (0.008, 0.015) | 0.012 | (0.032, 0.013) | 0.057 | (0.034, 0.026) | −0.031 | (−0.033, 0.039) | 0.058 * | (0.025 *, 0.0021) |
Independent/Dependent Variables | Marital Status | Age | Educational Level | Monthly Income | Living Status | |||||
---|---|---|---|---|---|---|---|---|---|---|
r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | |
Calories are a unit of measurement for the amount of energy in food; | −0.017 * | (−0.018 *, 0.041) | −0.002 | (−0.014, 0.018) | −0.116 * | (−0.011 *, 0.022) | −0.431 ** | (−0.317 **, 0.269) | 0.001 | (−0.018, 0.002) |
Keeping track of the number of calories taken in food can help you achieve your optimum weight; | −0.009 | (−0.008, 0.002) | −0.014 | (−0.011, 0.013) | −0.046 | (−0.016, 0.027) | −0.039 | (−0.036, 0.036) | −0.008 | (−0.008, 0.001) |
Calories are found in vitamins and minerals; | 0.079 | (0.022, 0.067) | 0.070 | (0.036, 0.064) | −0.149 ** | (−0.018 **, 0.026) | 0.053 | (0.031, 0.045) | −0.050 | (−0.022, 0.067) |
Calories are found in carbohydrates, proteins, and lipids; | 0.144 ** | (0.079 **, 0.020) | 0.042 | (0.052, 0.055) | 0.101 * | (0.036, 0.056) | 0.037 | (0.058, 0.050) | 0.062 ** | (0.079 **, 0.143) |
In terms of calories provided, fat and carbohydrates vary; | −0.095 * | (−0.040 *, 00.011) | −0.049 | (−0.036, 0.054) | −0.218 | (−0.022, 0.002) | −0.049 | (−0.048, 0.003) | −0.033 | (−0.010, 0.037) |
The daily calorie requirements of an individual are affected by various factors, including weight, height, age, gender, and physical activity; | 0.117 * | (0.065 *, 0.031) | 0.080 | (0.059, 0.055) | 0.059 | (0.021, 0.028) | 0.132 ** | (0.162 **, 0.125) | 0.085 * | (0.039 *, 0.008) |
The Saudi Food and Drug Authority ordered restaurants and coffee shops to include calorie information on their menus; | 0.117 ** | (0.057 **, 0.013) | 0.125 ** | (0.129 **, 0.022) | 0.043 ** | (0.077 **, 0.017) | 0.039 * | (0.066 *, 0.062) | −0.003 | (−0.003, 0.002) |
When ordering from a restaurant, it is a good idea to check the calorie information on the menu; | −0.031 | (−0.022, 0.049) | −0.056 | (−0.057, 0.005) | −0.032 | (−0.038, 0.072) | −0.053 | (−0.037, 0.039) | 0.026 | (0.017, 0.003) |
Calorie labels on restaurant menus are simple to understand; | 0.080 | (0.042, 0.099) | 0.095 * | (0.103 *, 0.019) | 0.037 | (0.028, 0.057) | 0.137 ** | (0.142 **, 0.025) | 0.005 | (0.004, 0.001) |
Adults require approximately 2000 calories per day on average; | 0.111 * | (0.041 *, 0.011) | −0.050 * | (−0.035 *, 0.052) | 0.062 | (0.057, 0.011) | 0.028 | (0.040, 0.011) | −0.021 | (−0.007, 0.001) |
Individuals’ daily calorie requirements vary from one another; | 0.130 ** | (0.094 **, 0.023) | 0.074 | (0.091, 0.084) | 0.080 | (0.069 *, 0.095) | 0.091 * | (0.148 *, 0.113) | 0.028 | (0.021, 0.002) |
Knowing the number of calories consumed aids in adding balance and utilized energy in the body | 0.074 | (0.041, 0.080) | 0.020 | (0.011, 0.012) | 0.044 | (0.029, 0.010) | 0.053 | (0.062, 0.058) | 0.010 | (0.010, 0.001) |
Independent/Dependent Variable | Marital Status | Age | Educational Level | Monthly Income | Living Status | |||||
---|---|---|---|---|---|---|---|---|---|---|
r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | |
When it comes to food, I am unconcerned with eating healthy; | 0.123 * | (0.025 *, 0.014) | 0.181 ** | (0.081 **, 0.178) | 0.164 ** | (0.042 **, 0.026) | 0.129 * | (0.077 *, 0.018) | 0.149 ** | (0.039 **, 0.146) |
I am very concerned that the food I eat is nutritious; | −0.181 ** | (−0.043 **, 0.031) | −0.193 ** | (−0.102 **, 0.038) | −0.172 ** | (−0.049 **, 0.027) | −0.121 * | (−0.086 *, 0.107) | −0.044 | (−0.011, 0.036) |
I eat food that I enjoy regardless of whether it is healthy or not; | 0.073 | (0.014, 0.064) | 0.187 ** | (0.078 **, 0.028) | 0.168 ** | (0.044 **, 0.027) | 0.201 ** | (0.115 **, 0.093) | 0.025 | (0.009, 0.001) |
The meals I eat must be low in fat; | −0.141 ** | (−0.033 **, 0.019) | −0.110 * | (−0.053 *, 0.105) | −0.123 * | (−0.033 *, 0.014) | −0.019 | (−0.005, 0.008) | 0.033 | (0.015, 00.002) |
I always eat a well-balanced and healthful diet; | −0.171 ** | (−0.036 **, 0.025) | −0.228 ** | (−0.098 **, 0.199) | −0.228 ** | (−0.062 **, 0.050) | −0.172 ** | (−0.10 8 **, 0.031) | 0.081 | (0.025, 0.086) |
My meal must be rich in vitamins and minerals; | −0.181 ** | (−0.044 **, 0.030) | −0.163 ** | (−0.087 **, 0.026) | −0.152 ** | (−0.046 **, 0.023) | −0.072 | (−0.065, 0.097) | 0.029 | (0.010, 0.031) |
I do not care whether the snacks are nutritious or not; | 0.053 | (0.010, 0.046) | 0.071 | (0.029, 0.004) | 0.111 * | (0.028 *, 0.011) | 0.102 | (0.057, 0.097) | 0.010 | (0.003, 0.009) |
I do not avoid foods that raise my cholesterol; | 0.138 ** | (0.030 **, 0.018) | 0.199 ** | (0.090 **, 0.037) | 0.212 ** | (0.055 **, 0.043) | 0.132 * | (0.076 *, 0.130) | 0.020 | (0.007, 0.001) |
I do not want to think about whether the food I am eating is beneficial for me or not; | −0.008 | (−0.001, 0.005) | 0.092 | (0.037, 0.082) | 0.086 | (0.021, 0.084) | 0.080 | (0.047, 0.084) | 0.082 | (0.021, 0.079) |
I am willing to forego certain items in order to focus on a healthy diet; | −0.122 ** | (−0.032 **, 0.014) | −0.141 ** | (−0.082 **, 0.145) | −0.102 | (−0.029, 0.091) | −0.132 ** | (−0.086 **, 0.015) | 0.047 * | (0.020 *, 0.004) |
It is critical to understand how to eat a healthy diet; | −0.060 | (−0.021, 0.070) | −0.064 | (−0.058, 0.089) | −0.075 | (−0.033, 0.089) | 0.080 | (−0.044, 0.054) | 0.001 | (0.002, 0.004) |
Other individuals, I feel, are more concerned with good eating than I am; | −0.038 | (−0.009, 0.038) | 0.001 | (−0.003, 0.006) | 0.007 | (0.003, 0.010) | 0.025 | (0.011, 0.017) | 0.105 * | (0.032 *, 0.110) |
I believe that eating fruits and vegetables five times per day is essential; | −0.034 | (−0.008, 0.001) | −0.038 | (−0.013, 0.021) | −0.028 | (−0.010, 0.028) | −0.025 | (−0.046, 0.058) | −0.049 | (−0.016, 0.044) |
I am concerned about not ingesting too much food; | −0.043 | (−0.012, 0.003) | −0.067 | (−0.036, 0.074) | −0.050 | (−0.014, 0.051) | 0.021 | (0.002, 0.004) | −0.069 | (−0.017, 0.061) |
I am concerned about eating a well-balanced diet; | −0.048 | (−0.012, 0.002) | −0.047 | (−0.019, 0.001) | −0.062 | (−0.019, 0.062) | −0.069 | (−0.048, 0.072) | −0.048 | (−0.012, 0.001) |
I am quite concerned about eating my meals regularly; | −0.105 * | (−0.024 *, 0.100) | −0.109 * | (−0.059 *, 0.014) | −0.146 ** | (−0.041 **, 0.021) | −0.026 | (−0.017, 0.027) | 0.030 | (0.013, 0.043) |
I am concerned about not drinking excessive amounts of sugar | −0.045 | (−0.012, 0.050) | −0.086 | (−0.028, 0.003) | −0.079 | (−0.025, 0.086) | −0.028 | (−0.033, 0.051) | −0.017 | (0.016, 0.001) |
Independent/Dependent Variable | Marital Status | Age | Educational Level | Monthly Income | Living Status | |||||
---|---|---|---|---|---|---|---|---|---|---|
r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | r | (β, r2) | |
When it comes to food, I am unconcerned with eating healthy | 0.146 ** | (0.047 **, 0.017) | 0.119 * | (0.080 **, 0.016) | 0.121 * | (0.054 *, 0.016) | −0.012 | (−0.007, 0.009) | −0.081 | (−0.020, 0.007) |
I am very concerned that the food I eat is nutritious | −0.171 ** | (−0.071 **, 0.027) | −0.215 ** | (−0.163 **, 0.047) | −0.178 ** | (−0.085 **, 0.028) | −0.085 | (−0.085, 0.094) | 0.062 | (0.018, 0.060) |
I eat food that I enjoy regardless of whether it is healthy or not; | 0.096 * | (0.034 *, 0.008) | 0.127 ** | (0.087 **, 0.017) | 0.153 ** | (0.066 **, 0.022) | −0.045 * | (−0.032 *, 0.039) | −0.074 | (−0.022, 0.007) |
The meals I eat must be low in fat | −0.086 | (−0.034, 0.083) | −0.078 | (−0.058, 0.007) | −0.036 | (−0.020, 0.002) | −0.079 | (−0.059, 0.005) | 0.122 * | (0.032 *, 0.013) |
I always eat a well-balanced and healthful diet | −0.054 | (−0.020, 0.003) | −0.158 ** | (−0.116 **, 0.027) | −0.083 | (−0.039, 0.081) | −0.051 | (−0.049, 0.057) | 0.019 | (0.005, 0.019) |
My meal must be rich in vitamins and minerals | −0.093 * | (−0.041 *, 0.096) | −0.107 * | (−0.085 *, 0.116) | −0.091 * | (−0.049 *, 0.097) | 0.028 | (0.020, 0.001) | 0.047 | (0.015, 0.002) |
I do not care whether the snacks that I eat are nutritious or not | 0.061 | (0.020, 0.057) | 0.102 * | (0.064 *, 0.010) | 0.094 * | (0.039 *, 0.093) | −0.005 | (−0.004, 0.006) | −0.096 * | (−0.023 *, 0.093) |
I do not avoid foods that raise my cholesterol | 0.046 | (0.017, 0.002) | 0.053 | (0.030, 0.002) | 0.096 * | (0.042 *, 0.101) | −0.017 | (−0.011, 0.015) | −0.143 ** | (−0.037 **, 0.023) |
I do not want to think about whether the food I am eating is beneficial for me or not | 0.026 | (0.008, 0.001) | 0.044 | (0.025, 0.002) | 0.071 | (0.033, 0.007) | −0.087 | (−0.047, 0.066) | −0.099 * | (−0.023 *, 0.098) |
I am willing to forego certain items to focus on a healthy diet | −0.062 | (−0.022, 0.003) | −0.053 | (−0.033, 0.046) | −0.002 | (−0.002, 0.005) | −0.010 | (−0.007, 0.008) | 0.032 | (0.012, 0.041) |
It is critical to understand how to eat a healthy diet | 0.031 | (0.012, 0.001) | −0.036 | (−0.025, 0.027) | −0.026 | (−0.013, 0.022) | −0.032 | (−0.022, 0.020) | 0.057 | (0.040, 0.110) |
Other individuals, I feel, are more concerned with good eating than I am | 0.040 | (0.013, 0.001) | 0.101 * | (0.061 *, 0.098) | 0.043 | (0.016, 0.037) | −0.032 | (−0.024, 0.032) | −0.031 | (−0.008, 0.001) |
I believe that eating fruits and vegetables five times per day is essential | −0.008 | (−0.013, 0.001) | −0.031 | (−0.051, 0.003) | −0.055 | (−0.045, 0.072) | −0.082 | (−0.092, 0.081) | 0.030 | (0.013, 0.001) |
I am concerned about not ingesting enough food | −0.043 | (−0.021, 0.003) | −0.042 | (−0.030, 0.002) | −0.045 | (−0.023, 0.003) | −0.065 | (−0.069, 0.008) | −0.003 | (−0.001, 0.005) |
I am concerned about eating a well-balanced diet | −0.072 | (−0.031, 0.005) | −0.137 ** | (−0.094 **, 0.015) | −0.105 * | (−0.054 *, 0.104) | −0.089 * | (−0.085 *, 0.091) | 0.093 | (0.030, 0.098) |
I am quite concerned about eating my meals regularly | −0.117 * | (−0.045 *, 0.014) | −0.109 * | (−0.060 *, 0.092) | −0.136 ** | (−0.059 **, 0..017) | −0.103 * | (−0.081 *, 0.101) | 0.089 | (0.027 *, 0, 0.102) |
I am concerned about not drinking excessive amounts of sugar | −0.049 | (−0.014, 0.002) | −0.102 * | (−0.044 *, 0.073) | −0.128 ** | (−0.048 *, 0.014) | −0.024 | (−0.023, 0.001) | −0.061 | (−0.012, 0.003) |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Alotaibi, N.M.; Alshammari, G.M.; Alabdulkarem, K.B.; Alotaibi, A.A.; Mohammed, M.A.; Alotaibi, A.; Yahya, M.A. A Cross-Sectional Study of Gender Differences in Calorie Labeling Policy among Students: Dietary Habits, Nutritional Knowledge and Awareness. Nutrients 2023, 15, 879. https://doi.org/10.3390/nu15040879
Alotaibi NM, Alshammari GM, Alabdulkarem KB, Alotaibi AA, Mohammed MA, Alotaibi A, Yahya MA. A Cross-Sectional Study of Gender Differences in Calorie Labeling Policy among Students: Dietary Habits, Nutritional Knowledge and Awareness. Nutrients. 2023; 15(4):879. https://doi.org/10.3390/nu15040879
Chicago/Turabian StyleAlotaibi, Naif M., Ghedeir M. Alshammari, Kholoud B. Alabdulkarem, Abdulaziz A. Alotaibi, Mohammed A. Mohammed, Athoug Alotaibi, and Mohammed Abdo Yahya. 2023. "A Cross-Sectional Study of Gender Differences in Calorie Labeling Policy among Students: Dietary Habits, Nutritional Knowledge and Awareness" Nutrients 15, no. 4: 879. https://doi.org/10.3390/nu15040879
APA StyleAlotaibi, N. M., Alshammari, G. M., Alabdulkarem, K. B., Alotaibi, A. A., Mohammed, M. A., Alotaibi, A., & Yahya, M. A. (2023). A Cross-Sectional Study of Gender Differences in Calorie Labeling Policy among Students: Dietary Habits, Nutritional Knowledge and Awareness. Nutrients, 15(4), 879. https://doi.org/10.3390/nu15040879