Impact of Digital Pocketbook-Based Nutrition Counseling on Knowledge and Nutrient Intake Among Obese Workers: A Quasi-Experimental Study
Keywords:
Obesity, Nutrition counseling, Pocketbook, Knowledge, Nutrient intakeAbstract
Obesity remains a growing public health challenge; however, effective nutrition education strategies remain limited. A preliminary study conducted on December 15, 2024, at a community health center (Puskesmas) Manggar, Balikpapan, involving 10 obese workers, indicated that while participants recognized the definition of obesity, most lacked practical understanding regarding weight management and preventive dietary modification. Historically, nutrition education at this facility has been limited to leaflet distribution; therefore, there is a clear need for more interactive and sustainable intervention methods. This study aimed to analyze the impact of balanced nutrition counseling using a digital pocketbook as an educational medium on the knowledge and nutrient intake of obese workers at Puskesmas Manggar, Balikpapan. A quasi-experimental study with a one-group pretest–posttest design was conducted among 32 obese workers selected via total sampling. Knowledge (Guttman questionnaire) and nutrient intake (2×24-hour dietary recall) were assessed before and after intervention with digital pocketbook-based counseling and analyzed using the Wilcoxon signed-rank test. Results showed a significant improvement in knowledge, with scores shifting from "fair" and "poor" categories to "good" for all participants (p < 0.001). Intakes of energy, protein, fat, and carbohydrates also improved significantly, trending toward the normal range (p < 0.001). Pocketbook-based balanced nutrition counseling is effective in enhancing knowledge and optimizing nutrient intake among patients with obesity. Given its low cost and simplicity, this intervention is readily scalable for integration into routine nutrition counseling services at Puskesmas Manggar and other similar primary healthcare facilities.
Downloads
References
Saraswati SK, Rahmaningrum FD, Pahsya MNZ, Paramitha N, Wulansari A, Ristantya AR, et al. Literature Review : Faktor Risiko Penyebab Obesitas. Media Kesehatan Masyarakat Indonesia. 2021;20(1):70–4.
Kluwer W. Obesity and overweight: A global public health issue. Advances in Human Biology. Advances in Human Biology. 2022;2022–4.
Abbafati C, Abbas KM, Abbasi-Kangevari M, Abd-Allah F, Abdelalim A, Abdollahi M, et al. Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. The Lancet. 2020;396(10258):1223–49. doi:10.1016/S0140-6736(20)30752-2 PubMed PMID: 33069327.
UNICEF, WHO, WORLD BANK. Level and trend in child malnutrition. World Health Organization. 2023;4.
Li M, Gong W, Wang S, Li Z. Trends in body mass index, overweight and obesity among adults in the USA, the NHANES from 2003 to 2018: A repeat cross-sectional survey. BMJ Open. 2022;12(12):1–10. doi:10.1136/bmjopen-2022-065425 PubMed PMID: 36526312.
Kesehatan BKP. Survei Kesehatan Indonesia. Kota Kediri Dalam Angka. 2023;1–68.
UNICEF. Landscape Analysis of Overweight: Summary of Key Findings. Kementerian Kesehatan RI. 2024;1(2):1–48.
Fachira Kasmarini, Ratih Kurniasari. Pengaruh Pemanfaatan Media Edukasi Gizi untuk Meningkatkan Pengetahuan Terkait Anemia pada Remaja Putri : Literature Review. Media Publikasi Promosi Kesehatan Indonesia (MPPKI). 2022;5(11):1329–35. doi:10.56338/mppki.v5i11.2291
Hasanah N, Hidayah N, Safaria T. Peningkatan Kemampuan Pertolongan Psikologis Awal Melalui Pelatihan Konseling Dasar pada Kader Posyandu Desa Pogung. Vol. 04. 2023;04(01). doi:10.51673/jaltn.v4i1.1372
Lee Y, Lee NY, Lim HJ, Sung S. Weight Reduction Interventions Using Digital Health for Employees with Obesity: A Systematic Review. Diabetes, Metabolic Syndrome and Obesity. 2022 Oct 13;15(13):3121–31. doi:10.2147/DMSO.S384450
Nadiya S, Fazira F. Pengaruh Scrapbook Sebagai Media Konseling Terhadap Pengetahuan Tentang Resiko Kekurangan Energi Kronis (KEK) Pada Remaja di SMA Negeri 1 Juli Kabupaten Bireuen. journal of healthcare Technology and Medicine. 2022;8(1):127–36.
Beauchamp MR, Crawford KL, Jackson B. Social cognitive theory and physical activity: Mechanisms of behavior change, critique, and legacy. Psychol Sport Exerc. 2019;42(November):110–7. doi:10.1016/j.psychsport.2018.11.009
Spahn JM, Reeves RS, Keim KS, Laquatra I, Kellogg M, Jortberg B, et al. State of the Evidence Regarding Behavior Change Theories and Strategies in Nutrition Counseling to Facilitate Health and Food Behavior Change. J Am Diet Assoc. 2010;110(6):879–91. doi:10.1016/j.jada.2010.03.021 PubMed PMID: 20497777.
Yastica TV, Salma SA, Caesaron D, Safrudin YN, Pramadya AR. Application of Theory Planned Behavior (TPB) and Health Belief Model (HBM) in COVID-19 Prevention: A Literature Review. 6th International Conference on Interactive Digital Media, ICIDM 2020. 2020;(Icidm). doi:10.1109/ICIDM51048.2020.9339605
David R, Stephan V den B, Van Hal Guido F. The health belief model and theory of planned behavior applied to mammography screening : a systematic review and meta-analysis. Public Health Nurs. 2021;38(3):482–92.
Jiang N, Chen J, Cao H, Liu Y, Zhang Y, Wang Q, et al. Parents’ intentions toward preschool children’s myopia preventive behaviors: Combining the health belief model and the theory of planned behavior. Front Public Health. 2022;10. doi:10.3389/fpubh.2022.1036929 PubMed PMID: 36504939.
Mitchell LJ, Ball LE, Ross LJ, Barnes KA, Williams LT. Effectiveness of Dietetic Consultations in Primary Health Care: A Systematic Review of Randomized Controlled Trials. J Acad Nutr Diet. 2017;117(12):1941–62. doi:10.1016/j.jand.2017.06.364 PubMed PMID: 28826840.
Hasniyati R, Ismanilda I. Konseling Gizi terhadap Perubahan Perilaku Makan, Indeks Massa Tubuh dan Lemak Tubuh pada Anak Overweight dan Obesitas. Jurnal Keperawatan Silampari. 2021 Dec 29;5(1):541–50. doi:10.31539/jks.v5i1.2951
Sistia F, Khusun H, Februhartanty J. Plant protein consumption is associated with body mass index among women of reproductive age in Indonesia. Front Nutr. 2023 Oct 18;10:1–7. doi:10.3389/fnut.2023.1243635
Hassani B, Amani R, Haghighizadeh MH, Araban M. A priority oriented nutrition education program to improve nutritional and cardiometabolic status in the workplace: A randomized field trial. Journal of Occupational Medicine and Toxicology. 2020 Feb 13;15(1):1–9. doi:10.1186/s12995-020-0252-y
Kusumaningrum R, Pudjirahayu A. Konseling Gizi Terhadap Pengetahuan Gizi Dan Sikap Ibu, Pola Makan Serta Tingkat Konsumsi Energi Dan Protein Balita Gizi Kurang. Jurnal Informasi Kesehatan Indonesia. 2021;4(1):53–63.
Kurnik Mesarič K, Pajek J, Logar Zakrajšek B, Bogataj Š, Kodrič J. Cognitive behavioral therapy for lifestyle changes in patients with obesity and type 2 diabetes: a systematic review and meta-analysis. Sci Rep. 2023;13(1):1–10. doi:10.1038/s41598-023-40141-5 PubMed PMID: 37550475.
Kocanda L, Brain K, Frawley J, Schumacher TL, May J, Rollo ME, et al. The Effectiveness of Randomized Controlled Trials to Improve Dietary Intake in the Context of Cardiovascular Disease Prevention and Management in Rural Communities: A Systematic Review. J Acad Nutr Diet. 2021;121(10):2046-2070.e1. doi:10.1016/j.jand.2021.05.025 PubMed PMID: 34247977.
Raut S, KC D, Singh DR, Dhungana RR, Pradhan PMS, Sunuwar DR. Effect of nutrition education intervention on nutrition knowledge, attitude, and diet quality among school-going adolescents: a quasi-experimental study. BMC Nutr. 2024;10(1):1–10. doi:10.1186/s40795-024-00850-0
Published
How to Cite
Issue
Section
Copyright (c) 2026 Paulina Paulina, Riana Pangestu Utami, Rinten Anjang Sari, Aminah Toaha

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
All published articles are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
You are free to:
- Share — copy and redistribute the material in any medium or format
- Adapt — remix, transform, and build upon the material
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- NonCommercial — You may not use the material for commercial purposes.
- ShareAlike — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Most read articles by the same author(s)
- Fetmi Fetmi, Astri Ayu Novaria, Riana Pangestu Utami, The Effect of Taburia Supplementation on Weight Gain and Nutrient Intake among Underweight Children Aged 6–24 Months in the Working Area of Karang Jati Health Center , Journal of Community Nutrition Intervention: Vol. 1 No. 1 (2025)




