Information:
Y= Antioxidant activity (%).
A= Tea concentration.
B= Type of tea.
The equation was observed that the tea concentration factor has a positive constant A so that the tea concentration factor is directly proportional to the antioxidant activity as a response variable. If the value of A (tea concentration) increases by one unit, the value of Y (antioxidant activity) becomes Y = 48.77 + 3.26. The tea type factor also was observed a positive constant B so that the tea type factor is also directly proportional to the antioxidant activity as a response variable. If the value of B (tea type) increases by one unit, the value of Y (antioxidant activity) becomes Y = 48.77 + 0.6333 + 1.57. Based on the fit summary analysis, the linear model has a p-value (0.0015) <0.05 so that the model has met the requirements for ANOVA testing (Table 2).
The obtained p-value of the model is smaller than 0.05 (0.0015) so that the concentration and type of tea factors have a significant influence on antioxidant activity with a 95% confidence level. Lack of fit of 0.4611 indicates an insignificant value against pure errors related to research data. The R
2 value of 0.6823 indicates that 68.23% of the diversity of antioxidant activity responses is influenced by the diversity of concentration and type of tea factors. The difference between the adjusted R
2 and predicted R
2 values of 0.1639 (<0.2) indicates that the model is appropriate and the antioxidant activity value is a reasonable value. The AP value of 8.9913 (>4) indicates that the prediction model can be used to organize the design space determined by the RSM method with the optimal custom design model. The coefficient of diversity or coefficient of variance (CV%) value of the data is 3.85, meaning the data is homogeneous and the amount of deviant data can still be tolerated. A VIF value of 1.00 indicates that there is a relationship between factor A (tea concentration) and factor B (tea type) on antioxidant activity.
The optimization treatment according to design expert software version 13 is lemongrass kecombrang tea with a concentration of 10% which will produce an antioxidant activity of 53.59% with a desirability value of 0.771. The optimum formula was then verified and validated with the results presented in Table 3.
The average antioxidant activity of the verified samples was 52.39±1.87%, which was close to the predicted value (53.5924%) and was between the lowest prediction interval (50.72%) and the highest prediction interval (56.47%). Based on this verification, 10% concentration of lemongrass kecombrang tea was valid as the most optimal treatment.
Product characterization
The physicochemical characteristics of the samples were compared with reference standards CODEX Standard for Fermented Milk (CODEX STAN 234-2003) on kefir and SNI 01-2970-2006 on full- fat milk powder (Table 4).
pH
The pH values of the control kefir powder and the optimum formula kefir powder were 3.32±0.13 and 3.15±0.08. These pH values are in accordance with the CODEX Standard for Fermented Milk (CODEX STAN 234-2003) reference standard, where the quality requirement for kefir is a pH below 4.6. Kefir has a distinctive sour taste due to the production of lactic acid by lactic acid bacteria (LAB) during the fermentation process. During kefir fermentation, LAB convert lactose into lactic acid, leading to a decrease in pH and the development of kefir’s characteristic sour taste. Similar pH ranges have been reported in cow’s milk kefir fermented using different starter cultures, where pH values typically fall between 3.0 and 4.5
(Sinurat et al., 2018). The slightly lower pH in the optimum formula may also be influenced by the addition of kecombrang tea, which contains organic acids and phenolic compounds that can contribute to acidity and potentially stimulate LAB activity. Comparable findings were reported by
Maharani et al., (2020), who observed a decrease in pH in fermented dairy products supplemented with tea infusion, attributed to the interaction between bioactive compounds and microbial fermentation.
Viscosity
The viscosity values of the control kefir powder and optimum formula kefir powder were 58.50±3.65 cP and 61.71±4.21 cP. The slightly higher viscosity observed in the optimum formulation may be associated with differences in formulation composition, particularly the addition of liquid ingredients, which can influence the total solids content and rheological properties of fermented dairy products. Variations in viscosity of kefir powder have been reported previously and are influenced by formulation factors, filler concentration and interactions between milk components and added ingredients
(Rizqiati et al., 2016; Nielsen, 2017). The viscosity measurement method itself may also contribute to variability in results depending on spindle type and rotational speed used during analysis (
Caesaron and Nintyas, 2015).
Yield
The yield of control powdered kefir and optimum formula powdered kefir was 28.43±1.07% and 29.48±1.93%, respectively. The yield of powdered kefir is closely related to the total solids content of the product, as a higher proportion of solids contributes to greater powder recovery after the drying process. The slightly higher yield observed in the optimum formulation may therefore be attributed to its higher total solids content, which has been reported as a key factor influencing yield in dried fermented dairy products
(Rizqiati et al., 2016; Nielsen, 2017).
Rehydration
The rehydration time of the control powdered kefir and the optimum formula powdered kefir was 25.26±0.39 seconds and 23.42±0.46 seconds, respectively. Faster rehydration was observed in the optimum formulation, indicating improved reconstitution properties. Rehydration behavior of powdered products is influenced by moisture content, particle structure and drying characteristics, where lower moisture content generally facilitates faster water absorption during reconstitution (
Zainuddin, 2016;
Nielsen, 2017). The addition of lemongrass kecombrang tea in the optimum formulation may have contributed to lower moisture content, thereby promoting easier water evaporation during drying and resulting in a shorter rehydration time.
Syneresis
The syneresis values of the control powdered kefir and the optimum formula powdered kefir were 87.15±1.12% and 86.06±1.03%, respectively. The slightly lower syneresis observed in the optimum formulation indicates improved water-holding capacity. Syneresis in fermented dairy products is influenced by factors such as pH, protein network structure and water-binding capacity, which determine the ability of the matrix to retain water
(Hidayat et al., 2013; Sinurat et al., 2018). The incorporation of lemongrass kecombrang tea in the optimum formulation may have contributed to reduced syneresis by enhancing interactions between milk proteins and added bioactive compounds, thereby improving water retention in the kefir powder.
Color
Color characteristics of powdered kefir were evaluated using the CIE L
ab* color system, where the L* value represents lightness ranging from 0 (black) to 100 (white), the a* value indicates the color spectrum from green (negative) to red (positive) and the b* value describes the spectrum from blue (negative) to yellow (positive). This color measurement system is widely used in food products to objectively evaluate color changes associated with formulation and processing conditions (
Nielsen, 2017).
Lightness (L*)
The lightness (L*) values of the control powdered kefir and the optimum formula powdered kefir were 71.07±2.64 and 67.51±3.37, respectively. Both formulations exhibited relatively high L* values, indicating a color that tended toward white. The slightly lower lightness observed in the optimum formulation suggests a darker appearance compared to the control. This change in color may be associated with the addition of lemongrass kecombrang tea, which contains natural pigments that can influence the color attributes of food products. The incorporation of plant-based ingredients has been reported to affect the lightness of fermented dairy products due to the presence of bioactive compounds such as anthocyanins and other phenolic pigments
(Safitri et al., 2018; Maharani et al., 2020).
Redness (a*)
The redness (a*) values of the control powdered kefir and the optimum formula powdered kefir were -1.45±2.12 and 0.01±3.04, respectively. The control sample exhibited a slightly greenish hue, whereas the optimum formulation showed a shift toward neutral to slightly reddish tones. This change in a* value may be associated with the addition of lemongrass kecombrang tea, which contains natural pigments capable of influencing the redness of food products. The presence of plant-derived bioactive compounds, including anthocyanins and other phenolic substances, has been reported to affect the color attributes of fermented dairy and plant-fortified products
(Safitri et al., 2018; Maharani et al., 2020).
Yellowness (b*)
The yellowness (b*) values of the control powdered kefir and the optimum formula powdered kefir were 8.20±2.03 and 8.73±0.63, respectively. The slightly higher b* value observed in the optimum formulation indicates a more yellowish appearance compared to the control. This difference may be associated with the addition of lemongrass kecombrang tea, which contains natural pigments and phenolic compounds that can contribute to yellow color development in food products. The incorporation of plant-based ingredients has been reported to influence the yellowness of fermented dairy products due to the presence of flavonoids and other non-anthocyanin pigments
(Safitri et al., 2018; Maharani et al., 2020).
Total titratable acid (TTA)
The Total Titratable Acidity (TTA) values of the control powdered kefir and the optimum formula powdered kefir were 1.38±0.46% and 1.56±0.43%, respectively. Both values met the requirements of the CODEX Standard for Fermented Milk (CODEX STAN 234-2003), which specifies a minimum acidity of 0.6% for kefir. The TTA value reflects the amount of organic acids produced during fermentation as a result of lactic acid bacteria activity, which is a characteristic feature of fermented dairy products. Similar acidity levels have been commonly reported in kefir and yogurt-based products and are associated with fermentation intensity and microbial metabolism
(Sinurat et al., 2018; Suhaeni, 2018).
Water content
The water content of the control powdered kefir and the optimum formula powdered kefir was 3.94±1.87% and 3.89±1.71%, respectively. Both values complied with the Indonesian National Standard for full-fat milk powder (SNI 01-2970-2006), which specifies a maximum moisture content of 5%. The low moisture content observed in both samples can be attributed to the efficiency of the drying process applied, which effectively removed free water from the fermented kefir matrix. Low moisture content is a desirable characteristic in powdered fermented dairy products, as it contributes to improved shelf stability and reduced susceptibility to microbial growth (
Nielsen, 2017;
Rizqiati et al., 2016).
Ash content
The ash content of the control powdered kefir and the optimum formula powdered kefir was 1.08±0.03% and 1.15±0.09%, respectively. Ash content reflects the total mineral content of a food product and is influenced by the mineral composition of the raw materials used. A higher ash value generally indicates a greater concentration of minerals present in the product. Similar ash content ranges have been reported for fermented dairy and plant-fortified products, where variations are associated with differences in formulation and ingredient composition (
AOAC, 2005;
Nielsen, 2017).
Fat content
The fat content of the control powdered kefir and the optimum formula powdered kefir was 31.86±2.71% and 31.71±1.82%, respectively. Both values complied with the CODEX Standard for Fermented Milk (CODEX STAN 234-2003), which specifies a minimum fat content of 10% for kefir, as well as the Indonesian National Standard for full-fat milk powder (SNI 01-2970-2006), which requires a minimum fat content of 26%. The relatively high fat content observed in both samples is characteristic of full-fat dairy-based products and is influenced by the fat composition of the milk used as the primary raw material. Similar fat content ranges have been reported in powdered kefir and fermented milk products produced from whole milk
(Rizqiati et al., 2016; Nielsen, 2017).
Protein content
The protein content of the control powdered kefir and the optimum formula powdered kefir was 27.96±1.62% and 29.54±1.27%, respectively. Both values complied with the CODEX Standard for Fermented Milk (CODEX STAN 234-2003), which specifies a minimum protein content of 2.7% for kefir and the Indonesian National Standard for full-fat milk powder (SNI 01-2970-2006), which requires a minimum protein content of 23%. The protein content of kefir powder is influenced by the protein composition of the raw materials and microbial activity during fermentation, as lactic acid bacteria contribute to protein transformation and the overall protein profile of fermented dairy products. Similar protein levels have been reported in powdered kefir and fermented milk products derived from whole milk
(Rizqiati et al., 2016; Sinurat et al., 2018).
Carbohydrate content
The carbohydrate content of the control powdered kefir and the optimum formula powdered kefir was 35.16±2.11% and 33.71±1.51%, respectively. These values were lower than those reported by
Rizqiati et al., (2016) for goat milk kefir powder with the addition of various dextrin concentrations (0-10%), which resulted in carbohydrate contents ranging from 40.83±1.42% to 71.00±3.68%. The lower carbohydrate content observed in the present study may be attributed to differences in formulation and processing conditions, particularly the absence of carbohydrate-based fillers such as dextrin. In addition, carbohydrate levels in kefir powder are influenced by lactose utilization during fermentation, as lactic acid bacteria metabolize carbohydrates as an energy source, thereby reducing the overall carbohydrate content of the final product
(Rizqiati et al., 2016; Sinurat et al., 2018).
Total lactic acid bacteria (LAB)
The total lactic acid bacteria (LAB) count of the control powdered kefir and the optimum formula powdered kefir was 4.33×10w±3.51 cfu/g and 5.67×10w±6.43 cfu/g, respectively. Both values complied with the CODEX Standard for Fermented Milk (CODEX STAN 234-2003), which requires a minimum LAB count of 1×10w cfu/g for kefir. In addition, both samples met the probiotic quality criteria according to the Indonesian National Standard (SNI 7552:2018), which specifies that probiotic products should contain more than 10v cfu/g of viable lactic acid bacteria at the time of consumption. The relatively high LAB counts observed in both formulations indicate that the drying process and formulation applied were able to maintain the viability of beneficial microorganisms in the powdered kefir.
Sensory characteristics
The normality test results (Table 5) indicated that all sensory parameters had significance values of less than 5%, demonstrating that the data were not normally distributed. Consequently, non-parametric analysis using the Mann-Whitney test was applied (Table 6) to evaluate differences between the two samples. All statistical analyses were conducted using IBM SPSS Statistics software.
Color
There is a significant difference between control powder kefir and optimum formula powder kefir in color parameters because it has an Asymp. Sig (2-tailed) value of 0.009 (<0.05). This is in accordance with the average value of the color parameter of control powder kefir of 4.03±0.66 (yellow-yellowish white) and optimum formula powder kefir of 3.03±0.86 (yellowish white-white). The addition of lemongrass kecombrang tea causes a slightly red color difference because it contains anthocyanin pigments
(Safitri et al., 2018).
The distinctive aroma of kefir
There was a significant difference between the control powdered kefir and the optimum formula powdered kefir in terms of the distinctive kefir aroma attribute, as indicated by an Asymp. Sig. (2-tailed) value of 0.038 (p<0.05). This result was consistent with the mean sensory scores, where the control powdered kefir obtained a score of 2.69±0.76 (not distinctive to somewhat distinctive), while the optimum formula powdered kefir showed a higher score of 3.03±0.86 (somewhat distinctive to typical). The increase in aroma intensity in the optimum formulation may be associated with the addition of kecombrang flower tea, which is known to contain terpenoid-based essential oils that contribute to characteristic aromatic properties in plant-derived ingredients
(Safitri et al., 2018; Kusumayanti et al., 2016).
Texture
There was a significant difference between the control powdered kefir and the optimum formula powdered kefir in terms of texture attributes, as indicated by an Asymp. Sig. (2-tailed) value of 0.007 (p<0.05). This finding was consistent with the mean sensory scores, where the control powdered kefir obtained a texture score of 2.40±0.81 (not thick [liquid] to slightly thick), while the optimum formula powdered kefir showed a lower score of 1.89±0.63 (very thin [very liquid] to not thick [liquid]). The more liquid texture observed in the reconstituted optimum formulation may be attributed to differences in rehydration behavior, as the rehydration process can reduce apparent viscosity and result in a thinner texture in fermented dairy powders (
Nielsen, 2017;
Rizqiati et al., 2016).
The distinctive taste of kefir
There was no significant difference between the control powdered kefir and the optimum formula powdered kefir in terms of the distinctive kefir taste attribute, as indicated by an Asymp. Sig. (2-tailed) value of 0.699 (p>0.05). This result was consistent with the mean sensory scores, where the control powdered kefir obtained a score of 3.00±0.69 and the optimum formula powdered kefir obtained a score of 3.06±0.94, both categorized as somewhat distinctive. The characteristic sour taste of kefir is primarily associated with the production of organic acids during fermentation by lactic acid bacteria, which contributes to similar taste perceptions in both formulations
(Sinurat et al., 2018; Suhaeni, 2018).
Overall (Preferences)
There was no significant difference between the control powdered kefir and the optimum formula powdered kefir in terms of overall preference, as indicated by an Asymp. Sig. (2-tailed) value of 0.744 (p>0.05). This finding was consistent with the mean hedonic scores, where the control powdered kefir obtained a score of 2.63±0.88 and the optimum formula powdered kefir obtained a score of 2.69±0.99, both categorized as somewhat liked. Overall preference represents a combined evaluation of several sensory attributes, including color, aroma, texture and taste and is inherently influenced by the subjective perceptions of panelists. Similar trends in overall acceptance have been reported in fermented dairy products enriched with plant-based ingredients, where modifications in individual sensory attributes do not necessarily result in significant differences in overall liking (
Khoiria and Bahar, 2023;
Kusumayanti et al., 2016).