3.1. Effect of Particle Size on the Physicochemical Characteristics of Umqombothi
There were five separate sample phases in the Umqombothi manufacturing process, namely before the first fermentation (first sample), after the first fermentation (second sample), before the second fermentation (third sample), after the second fermentation (fourth sample) and, lastly, the final product (fifth sample).
Table 1 displays the pH that was attained throughout the Umqombothi production process. There was a significant (
p < 0.05) difference in the pH between the sampling stages for the control particle sizes, except for the second and fifth sample stages. The significant (
p < 0.05) decrease in pH is due to a significant increase in LAB during the Umqombothi production process, specifically in the first and the fifth stages for the control, coarse, and fine powder particle sizes. The lactic acid bacteria produced lactic acid and acetic acid, causing the pH to decrease significantly. The pH for the control, coarse, and fine powder particle sizes align with previous results reported for Umqombothi [
9,
16,
24]. The current study confirmed that the particle size influenced the pH of Umqombothi during the production process. The lower the particle size, the higher the pH level during the fifth sampling stage. Beverages with a significantly low pH last longer in storage, have superior safety and quality, and have antimicrobial properties.
The beverages with a low pH assist in the removal of harmful microorganisms that may constitute a health risk [
25]. When contrasting how the fermentation temperature affects the pH, there was no significant difference between the overall particle sizes on the pH of coarse (4.08) and fine powder (4.07). The control particle size was significantly (
p < 4.13) higher than the coarse and fine powder particle sizes. According to [
9], beverages with a lower pH (4.07), such as those with fine powder/coarse powder particle sizes, offer better quality and safety, an extended shelf life, and stronger antibacterial qualities. The overall pH for the control, coarse, and fine powder particle sizes, respectively, are higher than the pH of 3.67 reported by [
16,
24] on the final Umqombothi product. This could be due to the fermentation period, or the source of the grains and inoculum used.
Umqombothi has a moisture content of 94.67% and a limited shelf life of 1–3 days, according to [
24]. Foods with high moisture content are more prone to microbial development, reducing its shelf life. The effect of excessive moisture on the shelf life of Burukutu, Ghana’s traditional beverage, was studied by [
26]. Sorghum fermentation usually activates enzymes, decreases the pH, and increases metabolic and microbial activity. This causes the breakdown of starch, enhancing the nutritional quality [
9]. The activity of enzymes is affected by the pH, which is essential in liquefaction and the conversion of malt starch into fermentable sugars [
24]. Furthermore, an elevated pH promotes microbial growth by lowering proteinase and amylase activity and stability [
27].
Table 2 shows the influence of different particle sizes on the TSSs, during the making of Umqombothi. There was a substantial (
p < 0.05) variation in the control, coarse, and fine powder particle sizes, between all the sample phases. As the starch granules gelatinize, the endosperm protein that encircles them becomes softer, which results in the transfer of the grain into the retting water and a subsequent increase in the concertation of total soluble solids. This could explain why the TSSs increase during the fermentation and third sampling stages. Cooking the sour porridge long enough allows the starch to gelatinize and the yeast cell’s lockup nutrients to be released. The TSSs level is influenced by the cooking time and particle size [
28]. As the second fermentation stage progresses, the accessible solids are utilized by microorganisms, such as yeast, to create alcohol and an aroma [
17]. Significant (
p < 0.05) decreases in the TSSs were observed in the final products with the control, coarse, and fine powder particle sizes, possibly due to sieving. By removing the second conversion of malt, [
29] a similar trend was observed. When the samples were held between 28 °C and 30 °C, [
17] a decrease in the TSSs from 9.7 to 8 was observed. According to [
17], the greatest reduction in the TSSs resulted in a more significant bacterial burden.
The overall TSSs differed considerably (p < 0.05) for the control, coarse, and fine powder particle sizes. Umqombothi produced with the fine powder particle size had a significantly greater amount of (4.74) TSSs than the coarse powder and normal particle sizes. Not all the dissolved solids were available for utilization by the microorganisms present, as seen in the levelling of the solids in the products at the end of the production process. The levelling may be due to the inhibiting effects of ethanol.
During gelatinization, the amount of TSSs increases, transferring the grain into the retting water [
27]. This might account for the increasing trend in the TSS levels, which coincides with the fermentation and heating of the fine powder particle size. Fine powder is the perfect particle size when it comes to TSSs.
Table 3 shows the specific gravity (SG), as influenced by various particle sizes, during the manufacturing of Umqombothi. Specific gravity is a measurement that indicates the progress of the fermentation process [
30]. The more sugar dissolved in the wort, the greater the SG value. The overall particle sizes and specific gravity levels of the control, coarse, and fine powder particle sizes did not differ significantly. The lower the particle size, the higher the SG at the fifth sampling stage. The proportion (%ABV) of alcohol by volume of the resulting beverage can be calculated by subtracting the original gravity from the final gravity of the wort [
31,
32]. The increase in the SG, from unfermented to fermented products, followed a similar pattern to that described by [
26].
Table 4 shows the alcohol concentration as influenced by various particle sizes throughout the production of Umqombothi. The fifth sampling stage with the coarse powder (3.44%) particle size exhibited the (
p < 3.44) highest alcohol content in comparison with the fine powder (3.28%) and control (2.00%) particle sizes, respectively. The study confirmed that particle size does affect the alcohol content [
10]. The control particle size (non-milled ingredients, used as they come from the manufacture’s package) resulted in a low % of alcohol. In contrast, the coarse and fine powder particle sizes produced Umqombothi with a higher % of alcohol.
The % of alcohol content contributes to the beverage’s flavor and impacts its quality [
33]. The alcohol levels in the final sampling stages for all three particle sizes correspond to those reported by [
9], i.e., between 2–3.5%.
The overall values of the alcohol content of Umqombothi, as affected by the particle sizes of the control, coarse, and fine powder, were significantly (
p ˂ 0.05) different. The coarse powder particle size exhibited the (
p < 1.44) highest % of alcohol than the fine powder and control particle sizes, respectively. This can be ascribed to the available solids utilized by yeast and LAB and the subsequent formation as the fermentation process progresses [
26]. The reduction in the % of the alcohol content may be related to evaporative ethanol loss before the second fermentation stage due to cooking [
28]. The overall % alcohol levels for the particle sizes recorded in this study were 1.5% lower than those reported by [
9] (2–3.5%) and [
16] (2.6%). The location and method of brewing will affect Umqombothi’s ethanol content [
9,
34]. According to [
3], the alcohol content ranges from 1–8%, but the most typical range is 2.5–4.5.
According to [
31], the ethanol levels may decline with the increasing age of the beverage, due to microbial conversion of alcohol to acetic acid. Beverages with an alcohol level of 1–2% and 0.5% are commonly classed as low-alcohol and non-alcohol beers [
35] and there is great demand for these brews in the worldwide beverage market. This new trend has evolved due to greater consumer awareness of the negative health impacts of alcohol consumption. Product inhibition is common during simultaneous saccharification and fermentation, as ethanol, a fermentation product, inhibits zymase, and saccharification products inhibit hydrolytic enzymes [
27]. In view of all of that, coarse powder is the best particle size in this regard for Umqombothi production.
3.2. Color Characteristics of Umqombothi
Umqombothi’s color characteristics, as impacted by fermentation and particle size, namely lightness (L*), greenness (−a*), redness (+a*), blueness (−b*), and yellowness (+b*), are presented in
Table 5.
Umqombothi’s lightness, obtained from the different particle sizes at different sampling stages, is presented in
Table 5. During cooking (third stage), starch is metabolized by yeast and LAB into simple sugars. It is further converted into ethanol and CO
2, which could cause a significant intensification in the product’s lightness [
36]. Before the second fermentation, it exhibited the lowest lightness levels compared to all the other sampling stages for the control, coarse, and fine powder particle sizes; at this stage, which involves an increase in temperature, starch is converted into simple sugars, and the mixture becomes thick and dark. During the preparation of Umqombothi, prolonged starch breakdown is avoided in the third sampling stage, since it might result in an overly thin beer [
5,
9].
The overall lightness levels were considerably (
p < 0.05) different for the control, coarse, and fine powder particle sizes. Umqombothi produced with a fine powder particle size had a considerably (
p < 0.05) greater lightness than the control and coarse powder particle sizes, as the values were much closer to 100. Milling decreases the particle size to the micron level, which increases the carbohydrate solubility yield by employing multiple enzymes that liberate soluble carbohydrates, without the need for enzymatic treatment. Starch degradation improves water absorption and enzymatic sensitivity [
10,
12]. According to [
15], the sorghum lightness (L* value) increased with a decreasing particle size, whereas in the final Umqombothi product (FP) the opposite effect was observed.
The redness of Umqombothi at different sample phases and with different particle sizes is shown in
Table 6. Umqombothi is within the redness color space, as indicated by its positive redness values. Given that sorghum grain first appears to be reddish, this was anticipated [
15]. Physical breakdown occurs during milling, releasing soluble carbohydrates without the need for enzymes [
10]. The overall redness levels, as affected by the particle sizes, were 3.19, 3.59, and 3.42, and they were considerably (
p < 0.05) distinct for the control, coarse, and fine powder particle sizes.
For the different sampling times and particle sizes,
Table 7 shows the Umqombothi (+b*) yellowness values.
Given that the values were positive (+b*), Umqombothi is thought to be in the (+b*) color space. This is to be anticipated because traditional beer is mainly made out of yellow maize [
15,
16].
The concentration of the solids influences the yellowness of Umqombothi. As a result, following sieving, the control particle size saw a substantial (p < 0.05) drop in the (+b*) and an increase (p < 0.05) in regard to the fine and coarse powder particle sizes. Umqombothi produced with a coarse particle size had a significantly greater yellowness at the fifth sampling stage than the fine powder and control particle sizes, respectively. The overall yellowness levels were substantially different (p < 0.05) for the control, coarse, and fine powder particle sizes, respectively, with the coarse particle size having higher values than those for the control and fine powder particle sizes.
Table 8 displays Umqombothi’s chroma values from various particle sizes at various sample stages. The chroma of Umqombothi was positive during the Umqombothi production process. The way the solids in Umqombothi come together impacts how vivid it is, as seen in the effect of sieving. The overall chroma values, as affected by the particle sizes, exhibited substantial (
p < 0.05) differences for the control, coarse, and fine powder particle sizes. Umqombothi produced with the coarse particle size had a more outstanding chroma than the control and fine powder particle sizes.
The hue angle (h°) of Umqombothi made with different particle sizes at different sampling stages is presented in
Table 9. The h° of Umqombothi remained positive during the production process for the control, coarse, and fine powder particle sizes.
The overall h° values, affected by the particle size, exhibited substantial (
p < 0.05) differences between the control, coarse, and fine powder particle sizes. Umqombothi produced with the coarse particle size had a greater hue angle than the fine powder and control particle sizes. The trend can be justified by what was reported by [
37], stating that the temperature, oxidation of polyphenols, and grist material impacted the wort’s color, as well as during the processing steps. The hue angles of the samples further suggested that a yellowish color dominates the Umqombothi as they are close to a hue angle of 90°, representing pure yellowness.
The color distinction (ΔE) between Umqombothi made with distinct particle sizes ranged from 0.68 to 10.58. A color difference (ΔE) < 1 can be defined as a “not noticeable difference”, where the observer does not notice the difference. A color difference (ΔE = 1) is a just noticeable difference (JND). A color difference between 4 and 8 is perceivable but accepted [
38], implying that an observer notices the color difference and considers it acceptable.
The color difference between the Umqombothi samples with the control and coarse powder particle sizes was not noticeable, as shown by (ΔE) < 1 (0.68). The difference in color between the control and fine powder particle size was noticeable but acceptable because the color difference was 5.36. The difference in color between the coarse and fine powder was 10.58, which was unacceptable.
In the current study, using a spectrophotometer, we observed that Umqombothi is light, reddish, yellow in color.
3.5. Microbial Population in Umqombothi
The LAB counts during Umqombothi production for different particle sizes are displayed in
Table 11. There was a significant (
p < 0.05) difference between all the sampling stages for the coarse and fine powder particle sizes. The lactic acid bacteria (LAB) counts increased substantially (
p < 0.05) after the fermentation stages for the control, coarse, and fine powder particle sizes. The most common microbe in sorghum during fermentation is lactic acid bacteria [
9], with fewer reports and instances of fungus and yeast. The conditions that favor LAB growth are high in lipids, sugar, protein, vitamins, and nucleotides. [
9]. This may account for their prevalence in the microflora of sorghum. Lactic acid bacteria were not detected in the third sampling stage for the control, coarse, and fine powder particle sizes. This could be due to the cooking temperature and time during mashing, which does not favor LAB growth. The LAB increased (
p < 0.05) between the first and fifth sampling stages for all three particle sizes. According to [
9], these microbes are predatory rivals that hinder other microbes, by quickly consuming an abundance of glucose and building up acetic and lactic acid. The fifth sampling stage LAB values for the control, coarse, and powder particle sizes, respectively, are similar to the LAB values reported by [
16] in regard to indigenous fermented maize. However, the results are higher than those reported by [
17], of 4.94 log cfu/mL.
The overall LAB levels of 5.77, 5.53, and 5.36 log cfu/mL for the control, coarse, and powder particle sizes, respectively, are significantly lower than the LAB values of 8.56, 7.96, and 7.82 log cfu/mL reported by [
16]. However, the levels are higher than those reported by [
17] of 4.94 log cfu/mL. Cooking reduces the number of bacteria [
40]. Heat treatment and fermentation improve the beverage’s taste, odor, and digestibility. Starch is transformed into fermentable sugars, vitamins, and amino acids during heating. This process helps LAB and yeast grow, provide taste and smell, and maintain the sensory quality profile of Umqombothi beverages. They also extend the shelf life of the product by preventing bacteria, yeast, and mold growth, which can cause spoiling and poisoning [
1,
24]. The addition of red sorghum malt, before the second fermentation, increased the product’s total microbial load. The microorganisms present during the manufacturing of Umqombothi beer have shown the same trend [
41].
This is not surprising considering that LAB is among the most prevalent groups of several bacterial species that occur in the fermentation of sorghum. The TVC during the production of Umqombothi for the different particle sizes are displayed in
Table 12. There was a significant (
p < 0.05) difference in the TVC between all the sampling stages for the control, coarse, and fine powder particle sizes, respectively. There was a substantial increase (
p < 0.05) in the TVC between the first and the fifth stages for all three particle sizes. The TVC was not detected for the control, coarse, and fine powder particle sizes in the third sampling stage. The increase in the TVC before the second fermentation stage is caused by the inclusion of malted sorghum and the starter culture. At the same time, the decrease in the TVC for the final product with the coarse and fine powder particle sizes was caused by the removal of solids during sieving. There was a significant (
p ˂ 0.05) difference in the overall TVC levels for the control, coarse, and fine powder particle sizes. According to [
9,
16], the results in the current study, regarding the fermentation and boiling of sorghum, as conducted in the production of Umqombothi, raises its nutritional value, while bringing the content of the anti-nutritional components down to a tolerable level. The substantial rise in the TVC in the finished product was caused by the raw material’s elevated MC content, nutrition, and contaminated microorganisms [
36]. If the affected malted sorghum had been added after the third heating step, the TVC in the finished product would have certainly increased dramatically. The overall TVC of 5.95, 5.58, and 5.38 log cfu/mL for the control, coarse, and fine powder particle sizes, respectively, are lower than the TVC value of 8.66 cfu/mL reported for a sorghum beer final product by [
17].
Ref. [
36] reported that the total aerobic count of the samples ranged from 5.7 to 10.8 log cfu/mL/ in the final product of Umqombothi. There was a significant (
p < 0.05) difference in the yeast count between all the sampling stages for the control, coarse, and fine powder particle sizes. The yeast increased (
p < 0.05) significantly between the first and fifth stage and decreased (
p < 0.05) significantly between the fourth and fifth sampling stages for all three particle sizes (
Table 13). First, a procedure known as “backslopping” is utilized to extract and repurpose beverage yeast to start the next fermentation batch [
42]. The yeast reduction may be related to elimination of the solid particles during sieving. Alcoholic fermentation is one of the conventional processes that primarily defines the end product’s quality [
43]. Yeast was not detected in the third sampling stage for the control, coarse, and fine powder particle sizes, which could be due to the cooking temperature and time.
There was a significant (
p ˂ 0.05) difference in the overall yeast count between the control, coarse, and fine powder particle sizes. The fine powder particle size had the highest yeast value. The further along the fermentation process was, because of the existence of LAB, the lesser the ethanol, pH, and viscosity [
20]. The overall yeast values of 4.77, 4.93, and 5.18 log cfu/mL for the control, coarse, and fine powder particle sizes, respectively, were lower than the levels reported for a Umqombothi final product by [
16] of 6.52, 7.1, and 6.42 log cfu/mL, and a yeast value of 8.05 cfu/mL for Ivorian sorghum beer reported by [
17].
Ref. [
24] reported a yeast count of 2.3 × 10
7 cfu/mL for a Umqombothi final product. Several strains of
Saccharomyces cerevisiae are utilized to create various beer styles. Although the characteristics of each group vary, they all have characteristics of domestication, such as high flocculation, efficient sugar consumption, and a lack of unwanted flavors [
44]. According to [
27], the abundance of protein, sugar, vitamins, nucleotides, and lipids in the environment where yeast flourishes may account for their dominance in sorghum microflora. Because Umqombothi is nutritious, there was a significant rise in the yeast population following fermentation [
3,
16]. Natural fermentation results in increased microbial activity, a drop in pH, and the release of enzymes [
40]. This results in the substrate breaking down and an improvement to the nutritional quality, which promotes yeast growth [
45].
The yeast counts obtained in this study confirm that yeast is one of the most dominant microorganisms in Umqombothi. The yeast counts also demonstrate the effect of particle size on Umqombothi. It is common to undervalue a yeast strain’s impact on a product’s quality. However, the specific strain will significantly impact the beer’s character as a raw material [
44]. Depending on the type of yeast used to create a specific style, brewing yeast affects the taste and character of beer. Traditional fermented drinks may be a rich source of yeast strains for the brewing industry. Many ancient methods of producing fermented beer and other beverages include the spontaneous initiation of a mixture of local yeast strains, in addition to S. cerevisiae. Yeast converts fermentable carbohydrates into ethanol, creating many active flavor chemicals [
44].
The number of molds, used in the manufacturing of Umqombothi, is displayed for each particle size in
Table 14.
No molds were detectable in the third to fourth sampling stages for the control, coarse, and fine powder particle sizes; it could be that the fungi and its spores were destroyed during cooking. The mold counts dropped (
p < 0.05) considerably to non-detected for all three particle sizes between the first and fourth sample stages. The pH significantly (
p < 0.05) decreased from the first to fifth stages see
Table 1, as the LAB count increased from the first to the fifth stage, resulting in a significant (
p < 0.05) decrease in the mold count to non-detected for the control, coarse, and fine powder particle sizes.
There was a significant (
p ˂ 0.05) difference in the overall mold count between the control, coarse, and fine powder particle sizes. The control particle size exhibited the highest mold counts (
p < 0.05). An unfavorable fermentation temperature and pH environment reduced the molds during the Umqombothi production process. This situation accounts for the noteworthy (
p < 0.05) decline in mold colonies. The mold counts were also impacted by the elimination of solid particles and the pH drop during the fifth sample step. The notable mold reduction in the Umqombothi production process before the second fermentation sampling stage aligns with the findings in [
1], while producing a white beverage known as “mpedli”. Umqombothi breaks down quickly when exposed to mold, which may be one of the reasons it only lasts for two to three days [
24,
46]. The total coliform count during Umqombothi production for the different particle sizes is displayed in
Table 15. There was no significant difference between the fourth and fifth sampling stages for the control particle size during the Umqombothi production process. This could be due to the low pH at the fourth and fifth sampling stages (3.54–3.45). The total coliform count decreased significantly (
p < 0.05) during the first, second,
, and fourth sampling stages for the control, coarse, and fine powder particle sizes, indicating that the conditions during the first and second fermentation stages were not ideal for coliforms to proliferate. No detectable coliforms were present after cooking (third sampling stage), and they remained absent during the fourth sampling stage in regard to the control particle size.
The overall coliform count between the control, coarse, and fine powder particle sizes differed significantly (
p < 0.05). Coliforms are facultative, anaerobic, aerobic bacteria that digest lactose in an acidic, gassy environment [
42,
43]. They require temperatures between 35 and 37 °C to grow [
47,
48]. Since water was one of the main elements used to make Umqombothi, a total coliform product analysis was necessary [
49]. The results indicated that the heating and fermentation stages were important in controlling coliform bacteria during production [
50].
3.6. Principal Components in Umqombothi during the Production Process
Principal component analysis was applied to the data to simplify the interpretation of the data. As shown in
Figure 4, the PCA reduced the measured variables of the Umqombothi production process to three main components (F1, F2, and F3). F1 and F2 (
Figure 4A) explained 67.4%, F1 and F3 (
Figure 4B) explained 65.6%, and F2 and F3 (
Figure 4C) explained 59% of the total data variance, respectively, for the Umqombothi production process involving different particle sizes.
Figure 4 was created to explore the positive relationship between the parameters studied during the sampling stages. As shown in
Figure 4, the variances could be separated into two groups. The first group is composed of color and the second group comprises microbes.
Figure 4A shows that a positive correlation was found between the F1 (chroma, yellowness, redness, alcohol, gravity) and F2 components (mold, pH, LAB, yeast syneresis, TPC).
There was also a negative correlation between these compounds.
Figure 4B, shows a positive correlation between the F1 (yellowness, redness, chroma, Brix) and F3 components (TPC, LAB, yeast). However, there was a negative correlation between these compounds and sampling stages before the second fermentation, “after cooking”, after the first and after the second fermentation.
Figure 4C, shows a positive correlation between the F2 (LAB, TPC, yeast, hue angle) and F3 components (chroma, yellowness, redness, Brix). No variance was strongly correlated to before the second fermentation (after cooking) sampling stage. As shown in (
Figure 4D), the measured variable of Umqombothi with different particle sizes was reduced to two main components (F1 and F2) by the PCA, namely F1 and F2, explaining 100% of the total data variance. A positive correlation was found between the F1 component (syneresis, yeast, gravity, Brix, coliforms), strongly correlated with the fine powder particle size, and the F2 component (TPC, LAB, mold, pH).
3.7. Sensory Characteristics of Umqombothi
Table 16 displays the findings of the sensory assessment of Umqombothi made with the three distinct particle sizes. There was no significant difference regarding the appearance and texture between the Umqombothi prepared from the control, coarse, and fine powder particle sizes, as these aspects achieved a higher value of 3, namely neither like or dislike. Umqombothi made from the control particles had a value of 4, namely like moderately higher rating for color, aroma, taste, and overall acceptability than the rating of 3, namely neither like or dislike, for the coarse and fine powder Umqombothi (final product). The usual component particle sizes influenced the beer’s overall taste profile, although it was relatively similar since the control particle size creates less alcohol than the coarse and fine powder particle sizes. Umqombothi produced with control particle sizes received better or higher scores in the consumer sensory evaluation, but the scores were not significantly different.
The second sensory evaluation study was conducted by comparing the sensory attributes of Umqombothi produced in a laboratory with 30–30 °C fermentation temperatures to traditional Umqombothi produced using coarse particle sizes in the township of Mbekweni (Langabuya) and New-Rest (Ezimbacwini) in Cape Town and Paarl in the Drakenstein Municipality (
Figure 5,
Table 17 present the overall percentage (%) acceptability according to the beverage ratings for the Umqombothi produced in the laboratory and the townships of Langabuya and Ezimbacwini). The panel comprised of approximately 34.7% males, 65.3% females, 85.7% black people, 12.2% people of mixed ancestry, and 2% white people. Additionally, 39.6% were CPUT staff members, 60.4% were students, and 10% were international students. Sixty-nine per cent (69%) were under 30 years old, 24.5% were between 30 and 39 years old, and 14.3% were over 40 years old.
The appearance distributions for the laboratory at Langabuya and Ezimbacwini Umqombothi are symmetrical, with the laboratory skewing upwards and Ezimbacwini skewing downwards. At the higher end, Ezimbacwini Umqombothi is more consistent. The median consumer panelist for all three Umqombothi samples was around 4, while the interquartile for the laboratory was around 3, better than Langabuya and Ezimbacwini. The middle 50% spread was wider in the laboratory at Umqombothi. Ezimbacwini Umqombothi had a range of 3, while the laboratory at Langabuya Umqombothi had a range of 4. Umqombothi laboratory had the most significant overall spread. The laboratory and Ezimbacwini Umqombothi have relatively symmetrical color distributions, whereas Langabuya Umqombothi was skewed upwards. Langabuya Umqombothi had a higher consistency at the upper end, whereas the laboratory and Ezimbacwini Umqombothi have a more significant color variation but have the same four medians as Langabuya Umqombothi. The interquartile for the laboratory and Ezimbacwini Umqombothi was 2, which was higher than the interquartile for Langabuya Umqombothi. Therefore, the middle 50% spread was large in the laboratory and Ezimbacwini Umqombothi. Ezimbacwini and the laboratory had a color range of 4, while Langabuya Umqombothi had a color range 2. Overall, Ezimbacwini Umqombothi and the laboratory had a large spread.
The aroma median for the laboratory at Umqombothi was 3, while the aroma median for Langabuya and Ezimbacwini Umqombothi was 4. The laboratory and Langabuya Umqombothi had an aroma interquartile of 2, while Ezimbacwini had an aroma of 1. As a result, the dispersion of the middle 50% was better in the laboratory and Langabuya Umqombothi. The scent range of the laboratory and Langabuya Umqombothi was four, based on the complete aroma dataset. As a result, the laboratory and Langabuya Umqombothi had the greatest spread. Ezimbacwini Umqombothi was constantly in the middle, with a low outlier. The laboratory, Langabuya, and Ezimbacwini Umqombothi samples all had a taste median of 4 and a flavor range of 4. Ezimbacwini had a taste interquartile of 2, while the laboratory and Langabuya had a taste interquartile of 3. The middle 50% dispersion was more comprehensive in the laboratory and Langabuya Umqombothi. Overall, the laboratory and Langabuya have a more comprehensive range.
The texture median in all three Umqombothi samples was 4, the texture range was 4, and the texture interquartile was 2. According to the dataset, the laboratory, Langabuya, and Ezimbacwini Umqombothi all had the same spread, the same spread in the middle 50%, and the same overall spread. The skew in the laboratory and Ezimbacwini was downward. Langabuya and Ezimbacwini Umqombothi are consistent in the middle, while laboratory and Ezimbacwini Umqombothi have a more significant variation in the overall acceptance. The total acceptability median for the Umqombothi samples from the laboratory, Langabuya, and Ezimbacwini was 4. The overall acceptance range for the laboratory and Ezimbacwini Umqombothi was 3, whereas Langabuya Umqombothi was 4. The laboratory and Ezimbacwini Umqombothi had the most incredible spread throughout the dataset. Langabuya Umqombothi had a wider middle 50% spread of 2 than the laboratory and Ezimbacwini Umqombothi. Langabuya had the broadest range of overall acceptability. Compared to Langabuya and Ezimbacwini Umqombothi, the laboratory at Umqombothi exhibited the most variety in terms of all the sensory qualities and the highest median, range, and spread in the middle 50%.
The variations in Umqombothi could be attributed to the varying amounts of ingredients used, the cooking temperature and time, the fermentation temperature and time, the hygienic utensils used, and the levels of hydrolytic enzymes in the various cereal malts. The tannin levels in the various cereals may have also influenced the acceptability of the Umqombothi, due to the astringency associated with high tannin levels [
26,
51].