Pengukuran Pengeluaran Energi pada Hari Kerja dan Hari Libur Menggunakan Aplikasi Smartphone pada Mahasiswa IPB

Aisyah Fathul Jannah, Dodik Briawan


The effect of globalization made teenagers use health applications to achieve body fitness. The caloriescounter application is more practical and fast method to use. This study aimed to analyze energy expenditure inBogor Agricultural University students with smartphone application compared with estimated energy expenditureusing Physical Activity Level (PAL). The study design of this research was cross sectional study involving 61 studentsas samples. Physical activity data in a day were collected in two ways, using questionnaire and SamsungHealth application. Energy expenditure was measured during weekday and weekend. Energy expenditure measuredby Samsung Health application on weekday was 1130±719 kcal in male students and 634±195 kcal in femalestudents meanwhile on weekend was 1124±659 kcal in male students and 679±232 kcal in female students. Energyexpenditure measured by Samsung Health was smaller than energy expenditure measured by 1x24 hour physicalactivity record for both female and male students. The results can occur because not all activities can be measuredin Samsung Health. The results of energy measurements with Samsung Health still need to be estimated throughequations, especially in subjects with light intensity activities.


1. Inyang MP, Stella O. Sedentary Lifestyle : Health Implications. IOSR Journal of Nursing and Health Science (IOSR-JNHS). 2015; 4 (2) :20-25.

2. Owen N, Cerin E, Leslie E, duToit L, Coffee N, Frank LD, Bauman AE, Hugo G, Saelens BE, Sallis JF. Neighborhood walkability and the walking behavior of Australian adults. Am J Prev Med. 2010; 33(5): 387 – 95.

3. [WHO] World Health Organization. Physical Activity. In Guide to Community Preventive Services. Geneva : WHO; 2010.

4. Kementerian Kesehatan RI. Riset Kesehatan Dasar (Riskesdas) 2013. Jakarta : Badan Penelitian dan Pengembangan Kesehatan Kemenkes RI; 2013.

5. Waryana. Gizi Reproduksi. Yogyakarta : Pustaka Rihana; 2010.

6. Neinstein L. Handbook of adolescent healthcare. Philadelphia: Lipppincott, Williams and Wilkins; 2009.

7. Westerterp KR. Physical activity and physical activity induced Pengeluaran Energi in humans : measurement, determinants, and effects. Frontiers in Physiology. 2013; 90 (4) : 1- 11.

8. Volp ACP, Esteves de Oliveira FC, Alves RDM, Esteves EA, Bressan J. Pengeluaran Energi: components and evaluation methods. Nutr Hosp. 2011; 26(3): 430 - 440.

9. FAO/WHO/UNU. Human energy requirements. WHO Technical Report Series no. 724. Geneva : World Health Organization; 2001.

10. Utami LWP. Hubungan tingkat aktivitas fisik, kebiasaan olahraga, screen time, dan durasi tidur dengan kejadian sindrom metabolik pada remaja obesitas [Skripsi]. Semarang : Universitas Dipenogoro; 2016.

11. Chan A, Kow R, Cheng JK. Adolescents' perceptions on smartphone applications (apps) for health management. J MTM. 2017 ; 6(2):47-55.

12. Cochran WG. Sampling Techniques Third Edition. Massachusetts : John Wiley and Sons Inc. ; 1977.

13. Farooq MA, Parkinson KN, Adamson AJ, Pearce MS, Reilly JK, Hughes AR, Janssen X, Basterfield L, Reilly JJ. Timing of the decline in physical activity in childhood and adolescence: Gateshead Millennium Cohort Study. Br J Sports Med. 2017 ; 0:1-6. doi:10.1136/bjsports-2016-096933.

14. Dumith SC, Gigante DP, Domingues MR, Kohl III HW. Physical activity change during adolescences: a systematic review and a pooled analysis. International Journal of Epidemiology. 2011; 40 : 685 - 698. doi:10.1093/ije/ dyq272.

15. Treuth MS, Catellier DJ, Schmitz KH, Pate RR, Elder JP, McMurray RG, Blew RM, Yang S, Webber L. Weekend and weekday patterns of physical activity in overweight and normal-weight adolescent girls. Obesity (Silver Spring). 2007; 15(7) : 1782 – 8.

16. Dong L, Block G, Mandel S. Activities contributing intake and physical activity levels to prevent childhood obesity to total Pengeluaran Energi in the United States: Results from the NHAPS Study. International Journal of Behavioral Nutrition and Physical Activity. 2004; 1:4.

17. Konharn K, Santos MP, Ribeiro JC. Differences between weekday and weekend levels of moderate-to-vigorous physical activity in Thai adolescents. Asia Pac J Public Health. 2012; 27 (2) : 2157 – 66. doi: 10.1177/1010539512459946.

18. Montgomery C, Reilly JJ, Jackson DM, Kelly LA, Slater C, Paton JY, Grant S. Relation between physical activity and Pengeluaran Energi in a representative sample of young children. American Journal of Clinical Nutrition. 2004; 80:591-596.

19. Nawrocka A, Mynarski W, Grabara M, Powerska-Didkowska A, Borek Z. Weekday and weekend moderate to vigorous physical activity of young musicians in the context of public health recommendations. Ann Agric Environ Med. 2013; 20(3): 566–570

20. Hoos MB, Gerver WJM, Kester AD, Westerterp KR. Physical activity levels in children and adolescents. Int J Obes Relat Metab Disord. 2003; 27 (5):605-9.

21. Mexitalia M, Susanto JC, Faizah Z, Hardian. Hubungan pola makan dan aktivitas fisik pada anak dengan obesitas usia 6-7 tahun di semarang. M Med Indonesia. 2005; 40 (2):62-70.

22. Roza AM, HM Shizgal. The harris benedict equation reevaluated: resting energy requirements and the body cell mass. The America Journal of Clinical Nutrition. 1984; 40(1) : 168 – 182.

23. Tudor-Locke C, Craig CL, Brown WJ, Clemes SA, De Cocker K, Giles-Corti B, Hatano Y, Inoue s, Matsudo SM, Mutrie N, Oppert JM, Rowe DA, Schmidt MD, Schofield GM, Spence JC, Teixeira PJ, Tully MA, Blair SN. How Many Steps/day are Enough? For Adults. International Journal of Behavioral Nutrition and Physical Activity. 2011; 8 : 79. doi:10.1186 /1479-5868-8-79.

24. Althoff T, Sosič R, Hicks JL, King AC , Delp SL, Leskovec J. Large-scale physical activity data reveal worldwide activity inequality. J Nature. 2017; 0:1-4. doi:10.1038/nature23018.

25. Fukuoka Y, Nakagawa Y, Ogoh K. Dynamics of the heart rate response to sinusoidal work in humans: influence of physical activity and age. Clin Sci. 2002; 102:31–38.

26. Bohannon RW. Number of pedometer-assessed steps taken per day by adults: a descriptive meta-analysis. Phys Ther. 2007; 87:1642–1650.

27. Johnson M, Turek J, Dornfeld C, Drews J, Hansen N. Validity of the Samsung Phone S Health for assessing steps and Pengeluaran Energi during walking and running: Does phone placement matter?. Digital Health. 2016; 2:1-8. Doi:10.1177/2055207616652747.

28. Santos-Lozano A, Hernández-Vicente A, Pérez-Isaac R, Santín-Medeiros F, Cristi-Montero C, Casajús JA, Garatachea N. Is the SenseWear Armband accurate enough to quantify and estimate energy expenditure in healthy adults?. Ann Transl Med. 2017; 5 (5) : 97 - 103. doi: 10.21037/atm.2017. 02.31.

29. Casiraghi F, Lertwattanarak R, Luzi L, Chavez AO, Davalli AM, Naegelin T, Comuzzie AG, Frost P, Musi N, Folli F. Energy Expenditure Evaluation in Humans and Non-Human Primates by SenseWear Armband: Validation of Energy Expenditure Evaluation by SenseWear Armband by Direct Comparison with Indirect Calorimetry. Plos One. 2013; 8(9):1-8. doi:10.1371/journal.pone.0073651.

30. Vernillo G, Savoldelli A, Pellegrini B, Schena F. Evaluation of the SenseWear Mini Armband to Assess Pengeluaran Energi During Pole Walking. International Journal of Sport Nutrition and Exercise Metabolism. 2014; 24: 565 -569. doi:10.1123/ijsnem.2014-0075.

31. Smith L, Hamer M, Ucci M, Marmot A, Gardner B, Sawyer A, Wardle J, Fisher A. Weekday and weekend patterns of objectively measured sitting, standing, and stepping in a sample of office-based workers: the active buildings study. BMC Public Health. . 2015; 15 (6): 9. doi: 10.1186/s12889-014-1338-1.

32. Sushames A, Edwards A, Thompson F, McDermott R, Gebel K. Validity and Reliability of Fitbit Flex for Step Count, Moderate to Vigorous Physical Activity and Activity Pengeluaran Energi. Plos one. 2016; 11(9): e0161224. doi:10.1371/journal.pone.0161224.


Aisyah Fathul Jannah (Primary Contact)
Dodik Briawan
Jannah, A. F., & Briawan, D. (2018). Pengukuran Pengeluaran Energi pada Hari Kerja dan Hari Libur Menggunakan Aplikasi Smartphone pada Mahasiswa IPB. Media Kesehatan Masyarakat Indonesia, 14(4), 317-328.

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