Research Article
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Year 2025, Volume: 9 Issue: 2, 374 - 383, 26.06.2025
https://doi.org/10.31015/2025.2.11

Abstract

References

  • Bhavya, S., Singh, S., Yadav, K. and Kumari, S. (2019). Preparation and quality evaluation of health beverage using beetroot, pineapple, and orange juice blends. The Pharma Innovation Journal, 8(8): 340-344
  • Gupta, A., Sanwal, N., Bareen, M., Barua, S., Sharma, N., Olatunji, O., Nirmal, N., & Sahu, J. (2023). Trends in functional beverages: Functional ingredients, processing technologies, stability, health benefits, and consumer perspective.. Food research international, 170, 113046 . https://doi.org/10.1016/j.foodres.2023.113046.
  • Chakraborty, P., Witt, T., Harris, D., Ashton, J., Stokes, J. R., & Smyth, H. E. (2019). Texture and mouthfeel perceptions of a model beverage system containing soluble and insoluble oat bran fibres. Food research international (Ottawa, Ont.), 120, 62–72. https://doi.org/10.1016/j.foodres.2019.01.070.
  • Dambalkar, V. S., Rudrawar, B. D., & Poojari, V. R. (2015). Effect on PH, TSS, acidity, ascorbic acid and sensory attributes during storage period of rts made from beetroot, orange and ginger juice. International Journal of Food and Nutritional Sciences, 4(5),99.
  • El-Dakak, A., Youssef, M., & El-Rahman, H. (2017). Evaluation of Beetroot Juice Blends with Carrot and Apple Juice as Healthy Beverage. Special Food and Nutrition Dept., Food Technology Research Institute, 48, 1-29. https://doi.org/10.21608/BNNI.2017.4236.
  • Jakubczyk K, Melkis K, Janda-Milczarek K, Skonieczna-Żydecka K. Phenolic Compounds and Antioxidant Properties of Fermented Beetroot Juices Enriched with Different Additives. Foods. 2024; 13(1):102. https://doi.org/10.3390/foods13010102
  • Kardas, M., Rakuła, M., Kołodziejczyk, A., & Staśkiewicz-Bartecka, W. (2024). Consumer Preferences, Sensory Evaluation, and Color Analysis of Beetroot and Tomato Juices: Implications for Product Development and Marketing in Health-Promoting Beverages. Foods, 13. https://doi.org/10.3390/foods13244059.
  • Kasim, Z. M., Chin, T. H., & Zubairi, S. I. (2022). Study of selected beverages with β-glucan from oats and barley on physical properties, sensory perception, glycemic index, and satiety. Current Research in Nutrition and Food Science Journal. https://doi.org/10.12944/crnfsj.10.3.11
  • Kidane, S. (2021). Application of Response Surface Methodology in Food Process Modeling and Optimization. Response Surface Methodology in Engineering Science [Working Title]. https://doi.org/10.5772/intechopen.100113.
  • Kumar, P., & Kumar, S. (2015). Rheological modeling of non-depectinized beetroot juice concentrates. Journal of Food Measurement and Characterization, 9, 487-494. https://doi.org/10.1007/s11694-015-9257-0
  • Michiu, D., Semeniuc, C. A., Socaciu, M.-I., Fogarasi, M., Rotar, A. M., Jimborean, A. M., & Cuibus, L. (2024). Development of a Ready-to-Drink (RTD) Beverage Formulated with Whey and Beetroot Juice. Dairy, 5(3), 576-589. https://doi.org/10.3390/dairy5030043
  • Nayi, P., & Kumar, N. (2021). Development of ready to reconstitute dehydrated traditional sweet corn halwa. Journal of Food Science and Technology, 1–9. https://doi.org/10.1007/s13197-020-04930-4.
  • Petrović, M., Veljović, S., Tomić, N., Zlatanović, S., Tosti, T., Vukosavljević, P., & Gorjanović, S. (2021). Formulation of Novel Liqueurs from Juice Industry Waste: Consumer Acceptance, Phenolic Profile and Preliminary Monitoring of Antioxidant Activity and Colour Changes During Storage. Food technology and biotechnology, 59(3), 282–294. https://doi.org/10.17113/ftb.59.03.21.6759
  • Ranganna, S. (2004). Handbook of analysis and quality control for fruit and vegetable products (2nd edn). New Delhi, India: Tata McGraw-Hill Publications.
  • Tireki, S. (2021). A review on packed non-alcoholic beverages: Ingredients, production, trends and future opportunities for functional product development. Trends in Food Science and Technology, 112, 442-454. https://doi.org/10.1016/J.TIFS.2021.03.058
  • Tobolková, B., Polovka, M., Daško, L., Belajová, E., & Durec, J. (2020). Evaluation of qualitative changes of apple-beetroot juice during long-term storage at different temperatures. Journal of Food Measurement and Characterization, 14, 3381 - 3388.
  • Wanyonyi, M., Kiluyi, J., & Okango, A. (2025). Optimization of a Functional Beverage Formulation Using a Constrained Mixture Design with Multiple Responses. Asian Journal of Probability and Statistics. https://doi.org/10.9734/ajpas/2025/v27i1699.
  • Zamani, H., De Joode, M., Hossein, I., Henckens, N., Guggeis, M., Berends, J., De Kok, T., & Van Breda, S. (2020). The benefits and risks of beetroot juice consumption: a systematic review. Critical Reviews in Food Science and Nutrition, 61, 788 - 804. https://doi.org/10.1080/10408398.2020.1746629

Optimization and sensory analysis of a beetroot, apple, and oat-based beverage using response surface methodology

Year 2025, Volume: 9 Issue: 2, 374 - 383, 26.06.2025
https://doi.org/10.31015/2025.2.11

Abstract

This study aimed to optimize a functional beverage formulation comprising beetroot juice, apple juice, and oats, with a focus on enhancing taste, consistency, and overall acceptability. Optimization was carried out using Response Surface Methodology (RSM) to identify the ideal proportions of ingredients that would maximize sensory quality. The developed regression models demonstrated high predictive accuracy, with R² values exceeding 0.94, indicating a strong correlation between the experimental data and model predictions. The optimized formulation 10.07% beetroot juice, 59.99% apple juice, and 8.86% oats yielded the highest sensory scores: 8.40 for taste, 7.19 for consistency, and 8.12 for overall acceptability. Lack-of-fit tests confirmed the adequacy and reliability of the models. Results revealed that apple juice effectively moderated the earthy flavor of beetroot juice, while oats improved texture when used at moderate levels but detracted from sensory appeal at higher concentrations. Overall, the study highlights the effectiveness of RSM in optimizing multi-ingredient beverage formulations based on sensory criteria.

Ethical Statement

Peer-review Externally peer-reviewed. Declaration of Interests The author declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article. Author contribution The author read and approved the final manuscript. The author verifies that the Text, Figures, and Tables are original and that they have not been published before.

References

  • Bhavya, S., Singh, S., Yadav, K. and Kumari, S. (2019). Preparation and quality evaluation of health beverage using beetroot, pineapple, and orange juice blends. The Pharma Innovation Journal, 8(8): 340-344
  • Gupta, A., Sanwal, N., Bareen, M., Barua, S., Sharma, N., Olatunji, O., Nirmal, N., & Sahu, J. (2023). Trends in functional beverages: Functional ingredients, processing technologies, stability, health benefits, and consumer perspective.. Food research international, 170, 113046 . https://doi.org/10.1016/j.foodres.2023.113046.
  • Chakraborty, P., Witt, T., Harris, D., Ashton, J., Stokes, J. R., & Smyth, H. E. (2019). Texture and mouthfeel perceptions of a model beverage system containing soluble and insoluble oat bran fibres. Food research international (Ottawa, Ont.), 120, 62–72. https://doi.org/10.1016/j.foodres.2019.01.070.
  • Dambalkar, V. S., Rudrawar, B. D., & Poojari, V. R. (2015). Effect on PH, TSS, acidity, ascorbic acid and sensory attributes during storage period of rts made from beetroot, orange and ginger juice. International Journal of Food and Nutritional Sciences, 4(5),99.
  • El-Dakak, A., Youssef, M., & El-Rahman, H. (2017). Evaluation of Beetroot Juice Blends with Carrot and Apple Juice as Healthy Beverage. Special Food and Nutrition Dept., Food Technology Research Institute, 48, 1-29. https://doi.org/10.21608/BNNI.2017.4236.
  • Jakubczyk K, Melkis K, Janda-Milczarek K, Skonieczna-Żydecka K. Phenolic Compounds and Antioxidant Properties of Fermented Beetroot Juices Enriched with Different Additives. Foods. 2024; 13(1):102. https://doi.org/10.3390/foods13010102
  • Kardas, M., Rakuła, M., Kołodziejczyk, A., & Staśkiewicz-Bartecka, W. (2024). Consumer Preferences, Sensory Evaluation, and Color Analysis of Beetroot and Tomato Juices: Implications for Product Development and Marketing in Health-Promoting Beverages. Foods, 13. https://doi.org/10.3390/foods13244059.
  • Kasim, Z. M., Chin, T. H., & Zubairi, S. I. (2022). Study of selected beverages with β-glucan from oats and barley on physical properties, sensory perception, glycemic index, and satiety. Current Research in Nutrition and Food Science Journal. https://doi.org/10.12944/crnfsj.10.3.11
  • Kidane, S. (2021). Application of Response Surface Methodology in Food Process Modeling and Optimization. Response Surface Methodology in Engineering Science [Working Title]. https://doi.org/10.5772/intechopen.100113.
  • Kumar, P., & Kumar, S. (2015). Rheological modeling of non-depectinized beetroot juice concentrates. Journal of Food Measurement and Characterization, 9, 487-494. https://doi.org/10.1007/s11694-015-9257-0
  • Michiu, D., Semeniuc, C. A., Socaciu, M.-I., Fogarasi, M., Rotar, A. M., Jimborean, A. M., & Cuibus, L. (2024). Development of a Ready-to-Drink (RTD) Beverage Formulated with Whey and Beetroot Juice. Dairy, 5(3), 576-589. https://doi.org/10.3390/dairy5030043
  • Nayi, P., & Kumar, N. (2021). Development of ready to reconstitute dehydrated traditional sweet corn halwa. Journal of Food Science and Technology, 1–9. https://doi.org/10.1007/s13197-020-04930-4.
  • Petrović, M., Veljović, S., Tomić, N., Zlatanović, S., Tosti, T., Vukosavljević, P., & Gorjanović, S. (2021). Formulation of Novel Liqueurs from Juice Industry Waste: Consumer Acceptance, Phenolic Profile and Preliminary Monitoring of Antioxidant Activity and Colour Changes During Storage. Food technology and biotechnology, 59(3), 282–294. https://doi.org/10.17113/ftb.59.03.21.6759
  • Ranganna, S. (2004). Handbook of analysis and quality control for fruit and vegetable products (2nd edn). New Delhi, India: Tata McGraw-Hill Publications.
  • Tireki, S. (2021). A review on packed non-alcoholic beverages: Ingredients, production, trends and future opportunities for functional product development. Trends in Food Science and Technology, 112, 442-454. https://doi.org/10.1016/J.TIFS.2021.03.058
  • Tobolková, B., Polovka, M., Daško, L., Belajová, E., & Durec, J. (2020). Evaluation of qualitative changes of apple-beetroot juice during long-term storage at different temperatures. Journal of Food Measurement and Characterization, 14, 3381 - 3388.
  • Wanyonyi, M., Kiluyi, J., & Okango, A. (2025). Optimization of a Functional Beverage Formulation Using a Constrained Mixture Design with Multiple Responses. Asian Journal of Probability and Statistics. https://doi.org/10.9734/ajpas/2025/v27i1699.
  • Zamani, H., De Joode, M., Hossein, I., Henckens, N., Guggeis, M., Berends, J., De Kok, T., & Van Breda, S. (2020). The benefits and risks of beetroot juice consumption: a systematic review. Critical Reviews in Food Science and Nutrition, 61, 788 - 804. https://doi.org/10.1080/10408398.2020.1746629
There are 18 citations in total.

Details

Primary Language English
Subjects Beverage Chemistry and Beverage Sensory Science
Journal Section Research Articles
Authors

Tuğba Gül Dikme 0000-0002-2212-6443

Publication Date June 26, 2025
Submission Date March 6, 2025
Acceptance Date May 12, 2025
Published in Issue Year 2025 Volume: 9 Issue: 2

Cite

APA Gül Dikme, T. (2025). Optimization and sensory analysis of a beetroot, apple, and oat-based beverage using response surface methodology. International Journal of Agriculture Environment and Food Sciences, 9(2), 374-383. https://doi.org/10.31015/2025.2.11

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