Discriminant analysis of fast food consumption behavior among university students: a case study
Abstract
A shift in dietary patterns towards fast-food consumption, including among university students, has the potential to impact health and lifestyle. This study aimed to analyze the factors that differentiate fast-food consumption behavior (frequent versus infrequent categories) among students of the Mathematics Education Study Program, academic year 2022-2024, at Syiah Kuala University in Banda Aceh. Using a quantitative descriptive approach with a survey method, data were collected through questionnaires from 59 respondents. Fisher's discriminant analysis was employed to classify consumption behavior. The findings reveal that the majority of students (35 out of 59) fell into the frequent consumption category, indicating a need for closer attention to the dietary patterns of this group. Based on the analysis of discriminant function coefficients, the most influential factors in differentiating consumption behavior were lifestyle, service quality, a varied menu, an affordable price, and a strategic location. The discriminant model demonstrated an accuracy of 81.4% on cross-validated cases, indicating an effective predictive capability. The implications of this research highlight an urgent need for nutritional education interventions and policies that support healthy eating patterns to curb the fast-food consumption trend among students and the wider community, considering the significant health risks associated with this behavior.
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Ahmed, S., & Dwivedi, S. (2024). Fast food consumption pattern and its awareness among youth. Acta Scientifci Nutritional Health. https://doi.org/10.31080/asnh.2024.08.1357.
Annisafiya, N., Kusuma, D. A., & Ruchjana, B. N. (2023). Penerapan analisis diskriminan untuk klasifikasi pengaruh data warisan budaya takbenda terhadap banyaknya wisatawan domestik. Jurnal Matematika Integratif, 19(2), 149. https://doi.org/10.24198/jmi.v19.n2.46791.149-161
Atanda, O. & Dane, S. (2020). Attitude towards fast food consumption among students in a Private Nigerian University by gender, academic level, and marital status. Journal of Research in Medical and Dental Science, 8, 248-252.
Banik, R., Naher, S., Pervez, S., & Hossain, M. (2020). Fast food consumption and obesity among urban college going adolescents in Bangladesh: A cross-sectional study. Obesity Medicine, 17, 100161. https://doi.org/10.1016/j.obmed.2019.100161
Cullen, K., Holden, S., Hwang, E., Parkes, C., & Botsis, A. (2023). Fast-food consumption of American vs. Canadian college students. Acta Scientifci Nutritional Health. https://doi.org/10.31080/asnh.2023.07.1223
Didarloo, A., Khalili, S., Aghapour, A., Moghaddam-Tabrizi, F., & Mousavi, S. (2020). Determining intention, fast food consumption and their related factors among university students by using a behavior change theory. BMC Public Health, 22. https://doi.org/10.1186/s12889-022-12696-x
Dimani, H., & Hapuarachchi, T. (2024). Fast food consumption habits of university students in Sri Lanka. International Journal for Multidisciplinary Research. https://doi.org/10.36948/ijfmr.2024.v06i02.16090.
Hee, H. (2020). Fast food intake frequency and health practices. Korean Journal of Health Promotion, 20, 58-69.
Ibrahim, A., Bani-Issa, W., AlMarzouqi, A., Al-Awar, S., Ibrahim, S., Ibrahim, A., Ibrahim, H., Khalil, H., & Abdelrahim, D. (2025). The influence of social media food marketing on body mass index among college students: public health and media perspectives. Frontiers in Communication. https://doi.org/10.3389/fcomm.2025.1525927
Kazi, R., El-Kashif, M., & Ahsan, S. (2020). Prevalence of salt rich fast food consumption: A focus on physical activity and incidence of hypertension among female students of Saudi Arabia. Saudi Journal of Biological Sciences, 27, 2669 - 2673. https://doi.org/10.1016/j.sjbs.2020.06.004
Lin, F., Wang, R., Lv, Y., & Kuo, F. (2023). Weight gains from multinational fast‐food restaurants: Evidence from China. Agribusiness. https://doi.org/10.1002/agr.21857
Mwafi, N., Al-Rawashdeh, I., Al-Kubaisy, W., Ezzat, W., Al-Qazaqi, R., & Salameh, M. (2021). Prevalence and factors related to obesity and fast food consumption among Mutah University students, Jordan. JPMA. The Journal of the Pakistan Medical Association, 71(6), 1608-1612. https://doi.org/10.47391/JPMA.274
Namdar, A., Naghizadeh, M., Zamani, M., & Montazeri, A. (2021). Exploring the relationship between health literacy and fast food consumption: a population-based study from southern Iran. BMC Public Health, 21. https://doi.org/10.1186/s12889-021-10763-3
Nawaz, H., Farooq, S., Rizwan, B., Noreen, S., Azhar, S., Bukht, H., Fatima, A., Ashraf, A., & Abid, F. (2020). Junk and fast food consumption among obese university students. EAS Journal of Nutrition and Food Sciences, 2(5), 304-307. https://doi.org/10.36349/easjnfs.2020.v02i05.009
Oliveira, L., & Raposo, A. (2024). Factors that most influence the choice for fast food in a sample of higher education students in Portugal. Nutrients, 16. https://doi.org/10.3390/nu16071007
Permatasari, A., Ardita, F., Prasetya, A., Anggraini, N., Marpuah, S., & Asanti, E. (2024). Dampak makanan cepat saji bagi kesehatan tubuh pada kalangan remaja. Jurnal Ventilator. https://doi.org/10.59680/ventilator.v2i2.1201
Pratheepkumar, S., Hamdan, L., Khashiev, I., & Sreedharan, J. (2023). Practice of Fast Food Consumption among university students and variables associated with the practice. Journal of Medical and Health Studies. https://doi.org/10.32996/jmhs.2023.4.5.2
Sabrina, B. (2025). Analysis of changes in community consumption patterns for fast food and obesity. Mandalika Journal of Medical and Health Studies. https://doi.org/10.59613/mjmh.v3i1.269
Saha, S., Mamun, M., & Kabir, M. (2021). Factors affecting fast food consumption among college students in South Asia: A systematic review. Journal of the American College of Nutrition, 1-11. https://doi.org/10.1080/07315724.2021.1940354
Sajjad, M., Bhatti, A., Hill, B., & Al-Omari, B. (2023). Using the theory of planned behavior to predict factors influencing fast-food consumption among college students. BMC Public Health, 23. https://doi.org/10.1186/s12889-023-15923-1
Scully, M., Morley, B., Niven, P., Crawford, D., Pratt, I., & Wakefield, M. (2020). Factors associated with frequent consumption of fast food among Australian secondary school students. Public Health Nutrition, 23, 1340 - 1349. https://doi.org/10.1017/S1368980019004208
Sugiyono (2019). Metode penelitian kuantitatif, kualitatif, dan R&D. Bandung: Alphabet.
Suhartatik, N., Patmasari, D., Wulandari, Y., Mustofa, A., & Handayani, S. (2020). The effect of nutrition education on students’ consumption behavior at Universitas Slamet Riyadi Surakarta. Indonesian Journal of Agricultural Research, 3(1), 1-9. https://doi.org/10.32734/injar.v2i3.3602
Umam, K., Suhartati, S., Hasbi, M., Fadhiliani, D., & Dewi, A. (2023). Classification of Nek Ali Coffee’s customers using the Fishers method. Jurnal Geuthèë: Penelitian Multidisiplin, 6(3), 211-219.
Wang, C., Zhen, Z., Zhao, N., & Zhao, C. (2021). Associations between Fast-Food Restaurants Surrounding Kindergartens and Childhood Obesity: Evidence from China. International Journal of Environmental Research and Public Health, 18. https://doi.org/10.3390/ijerph18179334
Yin, C., Helbich, M., Yang, H., & Sun, B. (2023). Pathways from the campus-based built environment to obesity: Evidence from Undergraduates in China. SSRN Electronic Journal.https://doi.org/10.2139/ssrn.4009638
Zawani, S. S., Hazlyna, N., Muhammad, R., Madihah Mohamed Raimi, U., M Mehedi, H. S., & Rizky Harsa, A. (2021). Trends of fast food consumption among public university students. Turkish Journal of Computer and Mathematics Education, 12(3).
Zou, Y., & Lin, L. (2024). From clicks to calories: Online-to-offline food consumption and overweight and obesity. PLOS ONE, 19. https://doi.org/10.1371/journal.pone.0315189
DOI: https://doi.org/10.52626/jg.v8i2.424
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St. Teknik II, Reumpet, Krueng Barona Jaya sub-district (23370), Aceh Besar District, Aceh Province, Indonesia.
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