Evaluation of physical activity and perceived physical fitness as predictors of eating behavior regulation among Filipino collegiate young adults

Authors

DOI:

https://doi.org/10.15561/20755279.2025.0508

Keywords:

eating regulation, physical activity, physical fitness, collegiate, Filipino

Abstract

Background and Study Aim. Regular physical activity is closely associated with both physical fitness and self-regulation of health-related behaviors. Among young adults, the balance between eating habits and physical activity often reflects lifestyle choices that influence long-term well-being. Although various forms of physical activity are practiced, their relative effectiveness in enhancing eating behavior regulation remains a matter of practical interest. The present study aimed to investigate the predictive influence of physical activity and perceived physical fitness on eating behavior regulation among Filipino collegiate young adults. Material and Methods. A quantitative design was employed with 271 randomly selected students (88 females, 183 males) enrolled at a state university in Region III during the 2025–2026 academic year. Validated instruments were utilized, including the Self-Regulation of Eating Behaviour Questionnaire (SREBQ), the International Physical Activity Questionnaire (IPAQ), and the Self-Perception of Physical Fitness Scale (SPPFS). Each instrument demonstrated acceptable reliability and construct validity in previous research, and confirmatory factor analysis of the SPPFS in this study supported its structure (factor loadings = 0.530–0.809; Cronbach’s α = 0.768–0.848). Data were gathered through an online survey following institutional ethical approval. Multiple regression analyses tested predictive relationships, while Welch’s t-test was used to assess sex-based differences. Results. Females reported significantly lower self-perceived fitness than males in muscle strength (t = −5.03, p < .001, d = −0.68), motor (t = −4.43, p < .001, d = −0.59), cardiovascular (t = −4.57, p < .001, d = −0.60), and total fitness (t = −4.63, p < .001, d = −0.60), but not in morphology (p = .09). Physical activity did not differ significantly by sex (p > .05), and eating behavior regulation was comparable (t = 0.30, p = .77, d = 0.04). Regression analyses showed that total days, total activity squared, and vigorous, moderate, and walking METs significantly predicted eating regulation, explaining 2–8.3% of the variance, primarily among males. Subjective fitness components such as muscle strength (β = 0.130, p = .032) and cardiovascular fitness (β = 0.124, p = .041) also predicted eating regulation, accounting for a small proportion of explained variance. Conclusions. The findings emphasize the need for sex-sensitive health promotion strategies that integrate physical and psychological dimensions of fitness and eating regulation. Interpretations are limited to observed statistical relationships, as cultural mechanisms were not directly examined. Future research should include objective activity measures, multidimensional tools for eating regulation, and broader sampling to reflect diverse Filipino collegiate populations.

Author Biography

Ramon Carlo Masagca, Bulacan State University

ramoncarlo.masagca@bulsu.edu.ph; College of Sports, Exercise and Recreation; Malolos, Philippines

References

Treasure J, Duarte TA, Schmidt U. Eating disorders. The Lancet, 2020;395(10227): 899–911. https://doi.org/10.1016/S0140-6736(20)30059-3

Uniacke B, Walsh BT. Eating Disorders. Annals of Internal Medicine, 2022;175(8): ITC113–ITC128. https://doi.org/10.7326/AITC202208160

Galmiche M, Déchelotte P, Lambert G, Tavolacci MP. Prevalence of eating disorders over the 2000–2018 period: a systematic literature review. The American Journal of Clinical Nutrition, 2019;109(5): 1402–1413. https://doi.org/10.1093/ajcn/nqy342

Hay P, Aouad P, Le A, Marks P, Maloney D, National Eating Disorder Research Consortium, et al. Epidemiology of eating disorders: population, prevalence, disease burden and quality of life informing public policy in Australia—a rapid review. Journal of Eating Disorders, 2023;11(1): 23. https://doi.org/10.1186/s40337-023-00738-7

Silén Y, Keski-Rahkonen A. Worldwide prevalence of DSM-5 eating disorders among young people. Current Opinion in Psychiatry, 2022;35(6): 362–371. https://doi.org/10.1097/YCO.0000000000000818

Salari N, Heidarian P, Tarrahi MJ, Mansourian M, Canbary Z, Daneshkhah A, et al. Global prevalence of eating disorders in children: a comprehensive systematic review and meta-analysis. Italian Journal of Pediatrics, 2025;51(1): 107. https://doi.org/10.1186/s13052-025-01958-0

Thomas JJ, Lee S, Becker AE. Updates in the epidemiology of eating disorders in Asia and the Pacific. Current Opinion in Psychiatry, 2016;29(6): 354–362. https://doi.org/10.1097/YCO.0000000000000288

Pike KM, Dunne PE. The rise of eating disorders in Asia: a review. Journal of Eating Disorders, 2015;3(1): 33. https://doi.org/10.1186/s40337-015-0070-2

Piggin J. What Is Physical Activity? A Holistic Definition for Teachers, Researchers and Policy Makers. Frontiers in Sports and Active Living, 2020;2: 72. https://doi.org/10.3389/fspor.2020.00072

Strain T, Flaxman S, Guthold R, Semenova E, Cowan M, Riley LM, et al. National, regional, and global trends in insufficient physical activity among adults from 2000 to 2022: a pooled analysis of 507 population-based surveys with 5·7 million participants. The Lancet Global Health, 2024;12(8): e1232–e1243. https://doi.org/10.1016/S2214-109X(24)00150-5

Galán-Arroyo C, Mendoza-Muñoz DM, Pérez-Gómez J, Hernández-Mosqueira C, Rojo-Ramos J. Analysis of Self-Perceived Physical Fitness of Physical Education Students in Public Schools in Extremadura (Spain). Children, 2023;10(3): 604. https://doi.org/10.3390/children10030604

Hallal PC, Andersen LB, Bull FC, Guthold R, Haskell W, Ekelund U. Global physical activity levels: surveillance progress, pitfalls, and prospects. The Lancet, 2012;380(9838): 247–257. https://doi.org/10.1016/S0140-6736(12)60646-1

Aubert S, Brazo-Sayavera J, González SA, Janssen I, Manyanga T, Oyeyemi AL, et al. Global prevalence of physical activity for children and adolescents; inconsistencies, research gaps, and recommendations: a narrative review. International Journal of Behavioral Nutrition and Physical Activity, 2021;18(1): 81. https://doi.org/10.1186/s12966-021-01155-2

Guthold R, Stevens GA, Riley LM, Bull FC. Worldwide trends in insufficient physical activity from 2001 to 2016: a pooled analysis of 358 population-based surveys with 1·9 million participants. The Lancet Global Health, 2018;6(10): e1077–e1086. https://doi.org/10.1016/S2214-109X(18)30357-7

Ozemek C, Lavie CJ, Rognmo Ø. Global physical activity levels - Need for intervention. Progress in Cardiovascular Diseases, 2019;62(2): 102–107. https://doi.org/10.1016/j.pcad.2019.02.004

Marques A, Henriques-Neto D, Peralta M, Martins J, Demetriou Y, Schönbach DMI, et al. Prevalence of Physical Activity among Adolescents from 105 Low, Middle, and High-Income Countries. International Journal of Environmental Research and Public Health, 2020;17(9): 3145. https://doi.org/10.3390/ijerph17093145

Cagas JY, Mallari MFT, Torre BA, Kang MGDP, Palad YY, Guisihan RM, et al. Results from the Philippines’ 2022 report card on physical activity for children and adolescents. Journal of Exercise Science & Fitness, 2022;20(4): 382–390. https://doi.org/10.1016/j.jesf.2022.10.001

Martinez-Avila WD, Sanchez-Delgado G, Acosta FM, Jurado-Fasoli L, Oustric P, Labayen I, et al. Eating Behavior, Physical Activity and Exercise Training: A Randomized Controlled Trial in Young Healthy Adults. Nutrients, 2020;12(12): 3685. https://doi.org/10.3390/nu12123685

Andrade AM, Coutinho SR, Silva MN, Mata J, Vieira PN, Minderico CS, et al. The effect of physical activity on weight loss is mediated by eating self-regulation. Patient Education and Counseling, 2010;79(3): 320–326. https://doi.org/10.1016/j.pec.2010.01.006

Fernandes V, Rodrigues F, Jacinto M, Teixeira D, Cid L, Antunes R, et al. How Does the Level of Physical Activity Influence Eating Behavior? A Self-Determination Theory Approach. Life, 2023;13(2): 298. https://doi.org/10.3390/life13020298

Carraça EV, Rodrigues B, Sánchez‐Oliva D. A healthier movement behavior profile is associated with body‐congruent food choices through self‐determined motivations to exercise and regulate eating. European Journal of Sport Science, 2024;24(3): 352–363. https://doi.org/10.1002/ejsc.12092

Carraça EV, Rodrigues B, Teixeira DS. A Motivational Pathway Linking Physical Activity to Body-Related Eating Cues. Journal of Nutrition Education and Behavior, 2020;52(11): 1001–1007. https://doi.org/10.1016/j.jneb.2020.08.003

Annesi JJ, Powell SM. Carry-Over of Exercise-Related Self-Regulation to Eating-Related Self-Regulation in Women Participating in Behavioral Obesity Treatments. Research Quarterly for Exercise and Sport, 2024;95(3): 789–794. https://doi.org/10.1080/02701367.2024.2311652

Caruso L, Zauli E, Vaccarezza M. Physical Exercise and Appetite Regulation: New Insights. Biomolecules, 2023;13(8): 1170. https://doi.org/10.3390/biom13081170

Beaulieu K, Hopkins M, Blundell J, Finlayson G. Does Habitual Physical Activity Increase the Sensitivity of the Appetite Control System? A Systematic Review. Sports Medicine, 2016;46(12): 1897–1919. https://doi.org/10.1007/s40279-016-0518-9

Dorling J, Broom DR, Burns SF, Clayton DJ, Deighton K, James LJ, et al. Acute and Chronic Effects of Exercise on Appetite, Energy Intake, and Appetite-Related Hormones: The Modulating Effect of Adiposity, Sex, and Habitual Physical Activity. Nutrients, 2018;10(9): 1140. https://doi.org/10.3390/nu10091140

Kliemann N, Beeken RJ, Wardle J, Johnson F. Development and validation of the Self-Regulation of Eating Behaviour Questionnaire for adults. International Journal of Behavioral Nutrition and Physical Activity, 2016;13(1): 87. https://doi.org/10.1186/s12966-016-0414-6

Booth M. Assessment of Physical Activity: An International Perspective. Research Quarterly for Exercise and Sport, 2000;71(sup2): 114–120. https://doi.org/10.1080/02701367.2000.11082794

Craig CL, Marshall AL, Sj??Str??M M, Bauman AE, Booth ML, Ainsworth BE, et al. International Physical Activity Questionnaire: 12-Country Reliability and Validity: Medicine & Science in Sports & Exercise, 2003;35(8): 1381–1395. https://doi.org/10.1249/01.MSS.0000078924.61453.FB

Ekelund U, Sepp H, Brage S, Becker W, Jakes R, Hennings M, et al. Criterion-related validity of the last 7-day, short form of the International Physical Activity Questionnaire in Swedish adults. Public Health Nutrition, 2006;9(2): 258–265. https://doi.org/10.1079/PHN2005840

Helmerhorst HHJ, Brage S, Warren J, Besson H, Ekelund U. A systematic review of reliability and objective criterion-related validity of physical activity questionnaires. International Journal of Behavioral Nutrition and Physical Activity, 2012;9(1): 103. https://doi.org/10.1186/1479-5868-9-103

Cossio-Bolaños M, Vasquez P, Luarte-Rocha C, Sulla-Torres J, Gómez Campos R. Assessment of self-perception of physical fitness and proposal for standards among Chilean adolescent students: the EAPAF study. Arch Argent Pediatr. 2016;114(4):319–28. https://doi.org/10.5546/aap.2016.eng.319

Brown TA. Confirmatory factor analysis for applied research. 2nd ed. New York: Guilford Press; 2015.

Tavakol M, Dennick R. Making sense of Cronbach’s alpha. International Journal of Medical Education, 2011;2: 53–55. https://doi.org/10.5116/ijme.4dfb.8dfd

Galán-Arroyo C, Mendoza-Muñoz M, Pérez-Gómez J, Hernández-Mosqueira C, Rojo-Ramos J. Analysis of self-perceived physical fitness of physical education students in public schools in Extremadura (Spain). Children, 2023;10(3):604. https://doi.org/10.3390/children10030604

Klomsten AT, Skaalvik EM, Espnes GA. Physical Self-Concept and Sports: Do Gender Differences Still Exist? Sex Roles, 2004;50(1–2): 119–127. https://doi.org/10.1023/B:SERS.0000011077.10040.9a

Villalobos J, Vega H, Vásquez S, Ornelas J, Leal A, Pando E, et al. Physical self-concept in Mexican adolescent men and women. Retos, 2023;47:90686. https://doi.org/10.47197/retos.v47.90686

Sáez I, Solabarrieta J, Rubio I. Physical Self-Concept, Gender, and Physical Condition of Bizkaia University Students. International Journal of Environmental Research and Public Health, 2020;17(14): 5152. https://doi.org/10.3390/ijerph17145152

Rojo-Ramos J, Gómez-Paniagua S, Carlos-Vivas J, Barrios-Fernandez S, Vega-Muñoz A, Mañanas-Iglesias C, et al. Associations between Body Image and Self-Perceived Physical Fitness in Future Spanish Teachers. Children, 2022;9(6): 811. https://doi.org/10.3390/children9060811

Masagca RC. Gender Self-Concept and Its Relationship with Physical Fitness in University Students. Sportis. Scientific Journal of School Sport, Physical Education and Psychomotricity, 2024;11(1): 1–24. https://doi.org/10.17979/sportis.2025.11.1.11146

Lubans DR, Cliff DP. Muscular fitness, body composition and physical self-perception in adolescents. Journal of Science and Medicine in Sport, 2011;14(3): 216–221. https://doi.org/10.1016/j.jsams.2010.10.003

Ruiz-Montero PJ, Chiva-Bartoll O, Baena-Extremera A, Hortigüela-Alcalá D. Gender, Physical Self-Perception and Overall Physical Fitness in Secondary School Students: A Multiple Mediation Model. International Journal of Environmental Research and Public Health, 2020;17(18): 6871. https://doi.org/10.3390/ijerph17186871

Leng HK, Phua YXP, Yang Y. Body Image, Physical Activity and Sport Involvement: A Study on Gender Differences. Physical Culture and Sport. Studies and Research, 2020;85(1): 40–49. https://doi.org/10.2478/pcssr-2020-0005

Lintunen T. Gender Differences in Perceived Fitness Disappear When Exercise Activity Is Standardized. Women in Sport and Physical Activity Journal, 1998;7(1): 117–124. https://doi.org/10.1123/wspaj.7.1.117

Pano-Rodriguez A, Aixa-Requena S, Batalla-Gavaldà A, Beltran-Garrido JV, López-Laval I, Hernández-González V, et al. Self-Perceived Fitness in Young Athletes: Associations with Anthropometric Markers and Lipid Profile as Cardiometabolic Risk Factors—COR-SCHOOL Study. Journal of Functional Morphology and Kinesiology, 2025;10(2): 175. https://doi.org/10.3390/jfmk10020175

Ji H, Gulati M, Huang TY, Kwan AC, Ouyang D, Ebinger JE, et al. Sex Differences in Association of Physical Activity With All-Cause and Cardiovascular Mortality. Journal of the American College of Cardiology, 2024;83(8): 783–793. https://doi.org/10.1016/j.jacc.2023.12.019

Owen KB, Corbett L, Ding D, Eime R, Bauman A. Gender differences in physical activity and sport participation in adults across 28 European countries between 2005 and 2022. Annals of Epidemiology, 2025;101: 52–57. https://doi.org/10.1016/j.annepidem.2024.12.011

Karavirta L, Aittokoski T, Pynnönen K, Rantalainen T, Westgate K, Gonzales T, et al. Physical determinants of daily physical activity in older men and women. 2024. https://doi.org/10.1101/2024.04.15.24305391

Li W, Procter-Gray E, Churchill L, Crouter S, Kane K, Tian J, et al. Gender and age differences in levels, types and locations of physical activity among older adults living in car-dependent neighborhoods. J Frailty Aging. 2017;6(3):129–35. https://doi.org/10.14283/jfa.2017.15

Marçal IR, Vidal-Almela S, Blanchard C, Prince SA, Way KL, Reed JL. Sex Differences in Physical Activity Levels and Sitting Time in Patients With Atrial Fibrillation. Journal of Cardiopulmonary Rehabilitation and Prevention, 2024;44(4): 280–288. https://doi.org/10.1097/HCR.0000000000000867

Hamilton T, Hoffman J, Arsiwalla D, Volpe R, Schmidt E, Gropper S. Gender comparisons of young adults’ eating behavior regulation: re-examination of the Regulation of Eating Behavior Scale (REBS). Appetite. 2018;126:80–9. https://doi.org/10.1016/j.appet.2018.03.014

Keller KL, Kling SMR, Fuchs B, Pearce AL, Reigh NA, Masterson T, et al. A biopsychosocial model of sex differences in children’s eating behaviors. Nutrients, 2019;11(3):632. https://doi.org/10.3390/nu11030632

Do Carmo SG, Araújo MM, Cavalcanti MECB, Figueiredo ACMG, De Carvalho KMB, Botelho PB. Sex-related differences in eating behaviors during COVID-19 pandemic: A systematic review with metanalysis. Appetite, 2024;203: 107727. https://doi.org/10.1016/j.appet.2024.107727

Mento C, Rizzo A, Bruno A, Silvestri MC, Cedro C, Komaei I, et al. Sex Differences in Emotions and Eating Behaviors among People Affected by Obesity. Brain Sciences, 2022;12(12): 1663. https://doi.org/10.3390/brainsci12121663

Brytek-Matera A, Donini LM, Krupa M, Poggiogalle E, Hay P. Orthorexia nervosa and self-attitudinal aspects of body image in female and male university students. Journal of Eating Disorders, 2015;3(1): 2. https://doi.org/10.1186/s40337-015-0038-2

López-Gil JF, García-Hermoso A, Smith L, Trott M, López-Bueno R, Gutiérrez-Espinoza H, et al. Physical fitness and disordered eating among adolescents: Results from the EHDLA study. Appetite, 2022;178: 106272. https://doi.org/10.1016/j.appet.2022.106272

Padial-Ruz R, Pérez-Turpin JA, Cepero-González M, Zurita-Ortega F. Effects of Physical Self-Concept, Emotional Isolation, and Family Functioning on Attitudes towards Physical Education in Adolescents: Structural Equation Analysis. International Journal of Environmental Research and Public Health, 2019;17(1): 94. https://doi.org/10.3390/ijerph17010094

Joseph RP, Royse KE, Benitez TJ, Pekmezi DW. Physical activity and aging: Exploring motivational determinants in the maintenance of exercise. Am J Lifestyle Med. 2011;5(2):141–50.

Carraça EV, Silva MN, Marques MM, Vieira PN, Minderico CS, Sardinha LB, et al. Changes in body image and weight loss maintenance: The mediating role of body image investment. Int J Behav Nutr Phys Act. 2013;10:80.

Carraça EV, Leong SL, Horwath CC. Weight-Focused Physical Activity Is Associated with Poorer Eating Motivation Quality and Lower Intuitive Eating in Women. Journal of the Academy of Nutrition and Dietetics, 2019;119(5): 750–759. https://doi.org/10.1016/j.jand.2018.09.011

Tylka TL, Bergeron D, Schwartz JP. Development and psychometric evaluation of the Male Body Attitudes Scale (MBAS). Body Image, 2005;2(2): 161–175. https://doi.org/10.1016/j.bodyim.2005.03.001

Teixeira PJ, Carraça EV, Marques MM, Rutter H, Oppert JM, De Bourdeaudhuij I, et al. Successful behavior change in obesity interventions in adults: a systematic review of self-regulation mediators. BMC Medicine, 2015;13(1): 84. https://doi.org/10.1186/s12916-015-0323-6

Downloads

Published

2025-10-30

How to Cite

1.
Masagca RC. Evaluation of physical activity and perceived physical fitness as predictors of eating behavior regulation among Filipino collegiate young adults. Physical Education of Students. 2025;29(5):408-23. https://doi.org/10.15561/20755279.2025.0508
Statistics

Abstract views: 566 / PDF downloads: 441