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RECO INDUSTRIES LIMITED 
Validation report for the measurement of Dissolved solids(%w/w) in 
Juices, Sauces, Spreads, Pain enzyme solutions, and Herbal 
medicinesusing a Hand held Refractometer (0‐32 Brix) 
 
Author 
KIBABA IGNATIUS 
Asst. Quality Manager/Technical Manager 
(Supervisor & Designer of the Validation Exercise) 
 
 Analysts involved in the Validation Exercise 
MOSES NDORERIRE & CHARITY BIIRA PATIENCE 
(Laboratory Analysts/Technicians) 
 
Date of start – End of the Validation Exercise 
28th‐30th
/11/2016 
 
Date of compilation of the Validation Report 
1st
/12/2016 
 
 
 
 
 
 
 
 
 
Page 2 of 9 
 
Content: 
1. Purpose………………………………………………………………………………………………………………………………….3 
2. Principal of method………………………………………………………………………………………………………………..3 
3. Validation design……………………………………………………………………………………………………………………4 
3.1.Calibration….………………………………………………………………………………………………………………………….4 
3.2.Sample preparation.……………………………………………………………………………………………………………….4 
3.3.Determination of Recovery or accuracy….………………………………………………………………………………4 
3.4.Determination of precision…………………………………………………………………………………………………….4 
4. Validation results……………………………………………………………………………………………………………………5 
4.1.Determination of Accuracy, Linearity, Coefficient of Determination r2
, Precision and Analysis 
of Various (ANOVA)……………………………………………………………………………………………………………….5 
4.1.1. Results of the determination for the accuracy/Recovery for the Refractometer……….……..5 
4.1.2. Linearity of refractometer recovery for the verification salt solutions….………………………….6 
4.1.3. Coefficient of determination (r2
)………………………………………………………………………………………6 
4.1.4. Precision………………………………………………………………………………………………………………………….6 
4.1.4.1. Intra Assay precision………………………………………………………………………………………………………..6 
4.1.4.2. Inter Assay precision.……………………………………………………………………………………………………….7 
4.1.4.3. Analysis of various (ANOVA)…………………………….………………………………………………………………8 
5. Report summary…………………………………………………………………………………………………………………….9 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Page 3 of 9 
 
1. Purpose 
The purpose for this study was to validate the Refractometer to measure dissolved solids (%w/w) in test 
samples such as Juices, Sauces, Spreads, Pain enzyme solutions, and Herbal medicines. The validation 
exercise was to help us  determine  the performance of the Refractometer. It included assessment of 
recovery/accuracy  and  precision  of  the  Refractometer  to  measure  dissolved  solids  of  the  prepared 
verification salt solutions. 
Statistical tools such as Coefficient of variation (CV), Coefficient of Determination (r2
), and analysis of 
various (ANOVA) were used in assessing the results obtained.  
2. Basic Principles in the use of the Refractometer to measure Dissolved solids. 
 
         
Fig. 1. Figure of a hand held Refractometer 
When a ray of light passes from one medium to another, the speed of the light changes according to the 
density of the transmitting medium. At the interface between two media, the ray changes direction as 
its speed suddenly changes. This effect is known as refraction and is a familiar concept.The refractive 
index (RI) of a substance is a measure of the speed of light in a substance relative to that in a vacuum 
(very close to the speed in air).  The RI is a physical property that depends upon temperature and the 
wavelength of the light.  For a particular substance the RI is a unique number when measured using a 
monochromatic light source (single wavelength) at a fixed temperature. A refractometer is a device that 
measures the RI of a substance, usually a liquid, but sometimes a solid.  
 
Most modern refractometer designs utilize the concept of Critical Angle, which is attributed to Ernst 
Abbe, the 19th Century physicist. The principle is illustrated below.   
 
Incident light strikes the surface of a medium at 
different angles.At low angles the light passes  
through the substance and thisis called refracted  
light. At a certain angle of incidence called the Critical 
Angle, the light no longer passes through; it is reflected back.  
From the viewing position, an areaof light and an area of dark  
are therefore observed, corresponding to transmitted 
(refracted) light andreflected light (no transmission), 
Page 4 of 9 
 
respectively. The Borderline between the two areasdefines the critical angle condition and this can be 
mathematically related to the RI of the substance.  
 
The simplest and most popular use of a refractometer is in  measuring the concentration of sugar in 
water. As the concentration of sugar increases the RI increases. A refractometer can therefore be used 
to  measure  concentration  of  sugar  provided  the  relationship  between  RI  and  concentration  (and 
temperature!) is known.  
 
The Brix scale is more popular than RI itselfand is based on the relationship between pure sucrose in 
water concentration (%weight) and RI.The Brix scale originated in the food industry where “Brix” is the 
primary unit of measurement for dissolved solids.It corresponds to the % sucrose concentration in a 
solution (e.g., 5° Brix=5% wt/wt. sucrose). Brix is used for testing ‘liquid food’ products even when the 
food does not just contain sucrose in water, but other dissolved ingredients, the Brix scale is used as a 
measure of ‘nutritional value. Thus soft drinks, juices, sauces, preserves etc. are assigned ‘a Brix value’ 
as part of the Quality Assurance for the product. Indeed, in the juice and soft drink industries, the Brix 
value is arguably the most important parameter in quality control.   
 
3. Design of the validation exercise. 
3.1.Calibration  
Before the start of analysis of each verification salt solution, the refractometer was calibrated at one 
point calibration with distilled water. 
3.2 Sample preparation. 
Verificationsalt  solutions  were  prepared  by  the  supervisor  of  the  validation  exercise  using  General 
purpose reagent 99.5% sodium chloride and distilled water at four different concentrations with in the 
measuring range of the refractometer. 
 
3.3 Determination of Recovery or accuracy 
Recovery/Accuracy is defined as the nearness of a result or the mean of a set of measurements to the 
true value.  
 
In the determination of the recovery/accuracy and linearity, four different verification salt solutions of 
known  concentrationswere  measured  four  times  and  their  average  values  ofdissolved  solids  (Brix) 
tabulated along with their respective expected dissolved solids (Brix)‐Table.1, pg.5.The recovery for each 
verification  salt  was  then  computed  and  linearity  of  the  results  of  analysis  assessed  by  plotting  the 
expected values of dissolved solids(Brix) for the verification salt solutions against the observed values 
(Fig.2.pg.6) and also computing the value of the coefficient of determination r2
.  
 
3.4 Determination of precision. 
Precision  which  is  a  general  term  for  variability  between  repeated  tests  has  got  two  measures: 
Repeatability and reproducibility. 
 
Repeatability  precision  also  known  as  intra  assay  precision  is  the  variability  to  be  expected  when  a 
method is performed by a single analyst on one piece of equipment over a short timescale. I.e.:  Same 
person, same sample, short time, same equipment and with same method. 
 
Page 5 of 9 
 
Reproducibility precision also known as Inter assay precision is the variability to be expected when a 
method  is  performed  by  different  analysts,  using  different  equipment  in  different  laboratories,  over 
considerable period of time. 
 
In the determination of intra assay precision, two verification salt solutions of known dissolved solids 
(Brix) were analyzed by a competent analyst in five replicates and the range of intra assay precision as a 
coefficient of variation for the method determined(Tab.2.pg.6) 
 
In the determination of inter assay precision, three verification salt solutions of known dissolved solids 
(Brix) were analyzed by three analysts in three replicates. The average dissolved solids (Brix) of each 
verification saltsolution by each analyst and of each verification salt solution by the three analysts was 
computed (Tab.3. pg.7) 
 
The range of inter assay precisionwhich is presented as the coefficient of variation within, and between 
the three different groups/analysts wasthen determined. 
 
An analysis of various (ANOVA) to check the level of significance of the difference between the mean of 
measurements of dissolved solids(Brix) by the three different analysts was also determined (pg. 8.) 
 
4 Validation results 
4.1.Results  of  Accuracy,  Linearity,  Coefficient  of  Determination  (r2
),  Precision  and  Analysis  of 
Various(ANOVA) 
 
4.1.1. Results of the determination for the accuracy/Recovery for the Refractometer 
Table1: Measured Dissolved solids (Brix) of four verification salt solutions using the Refractometer 
DETERMINATION OF THE ACCURENCY FOR THE REFRACTOMETER  
Verification 
salt solutions 
Replicates  Mean of 4 
measure
ments(X) 
Expected 
dissolved solids 
of the salt(Y) 
Coefficient 
of variation 
% 
Accuracy / 
Recovery % 
R1  R2  R3  R4 
VSAL‐T 7.5G  3  3  3  3 3 3 0  100
VSAL‐T 17.5G  7  7  7  7 7 7 0  100
VSAL‐T 30G  11  11  11  11 11 12 0  91.66666667
VSAL‐T 50G  20  20  20  20 20 20 0  100
Average Accuracy of the Refractometer  97.91666667
The accuracy of the Refractometer to analyze for dissolved solids (brix) ranges from 91.67% to 100%. The 
Average accuracy/recovery for the Refractometer was 97.92%. 
 
 
 
 
 
 
 
 
 
Page 6 of 9 
 
4.1.2. Linearity of Refractometer recovery for the verification salt solutions
Fig.2The linearity of the Refractometer to measure dissolved solids (Brix) of verification salt solutions. 
Note:Each dot on the graph represents an average of four measurements. 
4.1.4. Precision 
4.1.4.1. Intra Assay precision. 
Table2: Results of the measured brix of 2verification salt solutions measured 5 times with the Refractometer 
Determination of Intra assay precision of the Refractometer to measure Brix
Verification salt 
solutions 
Replicates Mean of 5 
measureme
nts(X) 
Expected 
dissolved 
solids/Brix(Y) 
Standard 
deviation 
Coefficient of 
variation 
%(CV) 
R1  R2  R3  R4  R5 
VSAL‐T 7.5G  3  3  3  3 3 3 3  0 0
VSAL‐T 50G  20  20  20  20 20 20 20  0 0
Intra Assay precision as coefficient of variation was:0 %, i.e. repeatability was 100%. 
 
 
 
 
 
4.1.3. Coefficient of determination(r2
) 
The coefficient of determination (r2
) was computed and results obtained were: 0.99536. 
0
5
10
15
20
25
0 5 10 15 20 25
Expected dissolved solids (brix) of the VSAL‐T
Results of dissolved solids (brix) for the salts analysed
Linearity of the Refractometer recovery with 
verification salt solutions
Page 7 of 9 
 
4.1.4.2. Inter assay precision. 
Table.3: Triplicate results of the brix for the verification salt solutions by three analysts using a refractometer 
Determination of Inter assay precision of the Refractometer 
Analysts  Verification 
salt solutions 
Replicates  Mean of 3 
measure
ments (X) 
Expected 
Brix of the 
salt(Y) 
STDEV  (%CV) 
within 
groups R1  R2  R3 
1st analyst  VSAL‐T 7.5G  3  3 3 3 3  0 0
VSAL‐T 17.5G  7  7 7 7 7  0 0
VSAL‐T 50G  21  21 21 21 20  0 0
2nd 
analyst 
VSAL‐T 7.5G  3  3 3 3 3  0 0
VSAL‐T 17.5G  7  7 7 7 7  0 0
VSAL‐T 50G  20  20 20 20 20  0 0
3rd analyst  VSAL‐T 7.5G  3  3 3 3 3  0 0
VSAL‐T 17.5G  7  7 7 7 7  0 0
VSAL‐T 50G  20  20 20 20 20  0 0
Analysts  Verification salt solutions 
SAL‐T 7.5G: 
Expect:3° 
SAL‐T‐17.5G 
Expect:7° 
SALT50G 
Expected:20° 
1st
  3  7  21
2nd
  3  7  20
3rd
  3  7  20
Mean of 
measurem
ents 
3  7  20.33333333
STDEV  0  0  0.577350269
(%CV) 
between  
group 
0  0  2.84
Inter Assay precision as coefficient of variation ranges from 0 % ‐ 2.84%, i.e.reproducibility is ≥ 97.16%. 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Page 8 of 9 
 
4.1.4.3. ANALYSIS OF VARIOUS (ANOVA) 
The means for the results of analysis of brix for the verification salt solutions by the three analysts were 
subjected to the statistical test of ANOVA to check out if there was a significant difference in the results 
of analysis by the three analysts.  
The results of ANOVA statistical test performed at 07:34 on 29-NOV-2016
Source of Sum of d.f. Mean F
Variation Squares Squares
between 0.2222 2 0.1111 1.3477E-03
error 494.7 6 82.44
total 494.9 8
The probability of this result, assuming the null hypothesis, is 0.999
Group A: Number of items= 3
3.00 7.00 21.0
Mean = 10.3
95% confidence interval for Mean: -2.495 thru 23.16
Standard Deviation = 9.45
Hi = 21.0 Low = 3.00
Median = 7.00
Average Absolute Deviation from Median = 6.00
Group B: Number of items= 3
3.00 7.00 20.0
Mean = 10.0
95% confidence interval for Mean: -2.828 thru 22.83
Standard Deviation = 8.89
Hi = 20.0 Low = 3.00
Median = 7.00
Average Absolute Deviation from Median = 5.67
Group C: Number of items= 3
3.00 7.00 20.0
Mean = 10.0
95% confidence interval for Mean: -2.828 thru 22.83
Standard Deviation = 8.89
Hi = 20.0 Low = 3.00
Median = 7.00
Average Absolute Deviation from Median = 5.67
Page 9 of 9 
 
5.0. SUMMARY OF VALIDATION RESULTS 
ACCURACY: Average accuracy: 97.92%Criteria: (90‐110%),  
COEFFICIENT OF DETERMINATION (r2
): Results: 0.99536, Criteria (0.995) 
INTRA ASSAY PRECISION: Results: (CV): 0 %, i. e: (Repeatability is 100%), Criteria: (CV: <20%)  
INTER ASSAY PRECISION:Results: (CV): 0 % ‐ 2.84% i.e. (Reproducibility is ≥97.16%).Criteria: (CV: <20%) 
ANOVA: 
The results of a ANOVA statistical test performed at 07:34 on 29-NOV-2016
Source of Sum of d.f. Mean F
Variation Squares Squares
between 0.2222 2 0.1111 1.3477E-03
error 494.7 6 82.44
total 494.9 8
The probability of this result, assuming the null hypothesis, is 0.999(This indicates that there is
no significant difference between the results of analysis obtained by the three analysts)
CONCLUDING REMARKS: 
The use of a refractometer to analyze brix meets the criteria of method validation.
There is a high correlation coefficient between the results of analysis of brix of the verification
salt solutions and their true values.
The method therefore passes the criteria for method validation and therefore recognized as an
official method to be used in the analysis of brix in sauces, spreads, papain enzyme solutions and
herbal medicines.  
 

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Validation Report Refractometer-Completed

  • 2. Page 2 of 9    Content:  1. Purpose………………………………………………………………………………………………………………………………….3  2. Principal of method………………………………………………………………………………………………………………..3  3. Validation design……………………………………………………………………………………………………………………4  3.1.Calibration….………………………………………………………………………………………………………………………….4  3.2.Sample preparation.……………………………………………………………………………………………………………….4  3.3.Determination of Recovery or accuracy….………………………………………………………………………………4  3.4.Determination of precision…………………………………………………………………………………………………….4  4. Validation results……………………………………………………………………………………………………………………5  4.1.Determination of Accuracy, Linearity, Coefficient of Determination r2 , Precision and Analysis  of Various (ANOVA)……………………………………………………………………………………………………………….5  4.1.1. Results of the determination for the accuracy/Recovery for the Refractometer……….……..5  4.1.2. Linearity of refractometer recovery for the verification salt solutions….………………………….6  4.1.3. Coefficient of determination (r2 )………………………………………………………………………………………6  4.1.4. Precision………………………………………………………………………………………………………………………….6  4.1.4.1. Intra Assay precision………………………………………………………………………………………………………..6  4.1.4.2. Inter Assay precision.……………………………………………………………………………………………………….7  4.1.4.3. Analysis of various (ANOVA)…………………………….………………………………………………………………8  5. Report summary…………………………………………………………………………………………………………………….9                                   
  • 3. Page 3 of 9    1. Purpose  The purpose for this study was to validate the Refractometer to measure dissolved solids (%w/w) in test  samples such as Juices, Sauces, Spreads, Pain enzyme solutions, and Herbal medicines. The validation  exercise was to help us  determine  the performance of the Refractometer. It included assessment of  recovery/accuracy  and  precision  of  the  Refractometer  to  measure  dissolved  solids  of  the  prepared  verification salt solutions.  Statistical tools such as Coefficient of variation (CV), Coefficient of Determination (r2 ), and analysis of  various (ANOVA) were used in assessing the results obtained.   2. Basic Principles in the use of the Refractometer to measure Dissolved solids.              Fig. 1. Figure of a hand held Refractometer  When a ray of light passes from one medium to another, the speed of the light changes according to the  density of the transmitting medium. At the interface between two media, the ray changes direction as  its speed suddenly changes. This effect is known as refraction and is a familiar concept.The refractive  index (RI) of a substance is a measure of the speed of light in a substance relative to that in a vacuum  (very close to the speed in air).  The RI is a physical property that depends upon temperature and the  wavelength of the light.  For a particular substance the RI is a unique number when measured using a  monochromatic light source (single wavelength) at a fixed temperature. A refractometer is a device that  measures the RI of a substance, usually a liquid, but sometimes a solid.     Most modern refractometer designs utilize the concept of Critical Angle, which is attributed to Ernst  Abbe, the 19th Century physicist. The principle is illustrated below.      Incident light strikes the surface of a medium at  different angles.At low angles the light passes   through the substance and thisis called refracted   light. At a certain angle of incidence called the Critical  Angle, the light no longer passes through; it is reflected back.   From the viewing position, an areaof light and an area of dark   are therefore observed, corresponding to transmitted  (refracted) light andreflected light (no transmission), 
  • 4. Page 4 of 9    respectively. The Borderline between the two areasdefines the critical angle condition and this can be  mathematically related to the RI of the substance.     The simplest and most popular use of a refractometer is in  measuring the concentration of sugar in  water. As the concentration of sugar increases the RI increases. A refractometer can therefore be used  to  measure  concentration  of  sugar  provided  the  relationship  between  RI  and  concentration  (and  temperature!) is known.     The Brix scale is more popular than RI itselfand is based on the relationship between pure sucrose in  water concentration (%weight) and RI.The Brix scale originated in the food industry where “Brix” is the  primary unit of measurement for dissolved solids.It corresponds to the % sucrose concentration in a  solution (e.g., 5° Brix=5% wt/wt. sucrose). Brix is used for testing ‘liquid food’ products even when the  food does not just contain sucrose in water, but other dissolved ingredients, the Brix scale is used as a  measure of ‘nutritional value. Thus soft drinks, juices, sauces, preserves etc. are assigned ‘a Brix value’  as part of the Quality Assurance for the product. Indeed, in the juice and soft drink industries, the Brix  value is arguably the most important parameter in quality control.      3. Design of the validation exercise.  3.1.Calibration   Before the start of analysis of each verification salt solution, the refractometer was calibrated at one  point calibration with distilled water.  3.2 Sample preparation.  Verificationsalt  solutions  were  prepared  by  the  supervisor  of  the  validation  exercise  using  General  purpose reagent 99.5% sodium chloride and distilled water at four different concentrations with in the  measuring range of the refractometer.    3.3 Determination of Recovery or accuracy  Recovery/Accuracy is defined as the nearness of a result or the mean of a set of measurements to the  true value.     In the determination of the recovery/accuracy and linearity, four different verification salt solutions of  known  concentrationswere  measured  four  times  and  their  average  values  ofdissolved  solids  (Brix)  tabulated along with their respective expected dissolved solids (Brix)‐Table.1, pg.5.The recovery for each  verification  salt  was  then  computed  and  linearity  of  the  results  of  analysis  assessed  by  plotting  the  expected values of dissolved solids(Brix) for the verification salt solutions against the observed values  (Fig.2.pg.6) and also computing the value of the coefficient of determination r2 .     3.4 Determination of precision.  Precision  which  is  a  general  term  for  variability  between  repeated  tests  has  got  two  measures:  Repeatability and reproducibility.    Repeatability  precision  also  known  as  intra  assay  precision  is  the  variability  to  be  expected  when  a  method is performed by a single analyst on one piece of equipment over a short timescale. I.e.:  Same  person, same sample, short time, same equipment and with same method.   
  • 5. Page 5 of 9    Reproducibility precision also known as Inter assay precision is the variability to be expected when a  method  is  performed  by  different  analysts,  using  different  equipment  in  different  laboratories,  over  considerable period of time.    In the determination of intra assay precision, two verification salt solutions of known dissolved solids  (Brix) were analyzed by a competent analyst in five replicates and the range of intra assay precision as a  coefficient of variation for the method determined(Tab.2.pg.6)    In the determination of inter assay precision, three verification salt solutions of known dissolved solids  (Brix) were analyzed by three analysts in three replicates. The average dissolved solids (Brix) of each  verification saltsolution by each analyst and of each verification salt solution by the three analysts was  computed (Tab.3. pg.7)    The range of inter assay precisionwhich is presented as the coefficient of variation within, and between  the three different groups/analysts wasthen determined.    An analysis of various (ANOVA) to check the level of significance of the difference between the mean of  measurements of dissolved solids(Brix) by the three different analysts was also determined (pg. 8.)    4 Validation results  4.1.Results  of  Accuracy,  Linearity,  Coefficient  of  Determination  (r2 ),  Precision  and  Analysis  of  Various(ANOVA)    4.1.1. Results of the determination for the accuracy/Recovery for the Refractometer  Table1: Measured Dissolved solids (Brix) of four verification salt solutions using the Refractometer  DETERMINATION OF THE ACCURENCY FOR THE REFRACTOMETER   Verification  salt solutions  Replicates  Mean of 4  measure ments(X)  Expected  dissolved solids  of the salt(Y)  Coefficient  of variation  %  Accuracy /  Recovery %  R1  R2  R3  R4  VSAL‐T 7.5G  3  3  3  3 3 3 0  100 VSAL‐T 17.5G  7  7  7  7 7 7 0  100 VSAL‐T 30G  11  11  11  11 11 12 0  91.66666667 VSAL‐T 50G  20  20  20  20 20 20 0  100 Average Accuracy of the Refractometer  97.91666667 The accuracy of the Refractometer to analyze for dissolved solids (brix) ranges from 91.67% to 100%. The  Average accuracy/recovery for the Refractometer was 97.92%.                   
  • 6. Page 6 of 9    4.1.2. Linearity of Refractometer recovery for the verification salt solutions Fig.2The linearity of the Refractometer to measure dissolved solids (Brix) of verification salt solutions.  Note:Each dot on the graph represents an average of four measurements.  4.1.4. Precision  4.1.4.1. Intra Assay precision.  Table2: Results of the measured brix of 2verification salt solutions measured 5 times with the Refractometer  Determination of Intra assay precision of the Refractometer to measure Brix Verification salt  solutions  Replicates Mean of 5  measureme nts(X)  Expected  dissolved  solids/Brix(Y)  Standard  deviation  Coefficient of  variation  %(CV)  R1  R2  R3  R4  R5  VSAL‐T 7.5G  3  3  3  3 3 3 3  0 0 VSAL‐T 50G  20  20  20  20 20 20 20  0 0 Intra Assay precision as coefficient of variation was:0 %, i.e. repeatability was 100%.            4.1.3. Coefficient of determination(r2 )  The coefficient of determination (r2 ) was computed and results obtained were: 0.99536.  0 5 10 15 20 25 0 5 10 15 20 25 Expected dissolved solids (brix) of the VSAL‐T Results of dissolved solids (brix) for the salts analysed Linearity of the Refractometer recovery with  verification salt solutions
  • 7. Page 7 of 9    4.1.4.2. Inter assay precision.  Table.3: Triplicate results of the brix for the verification salt solutions by three analysts using a refractometer  Determination of Inter assay precision of the Refractometer  Analysts  Verification  salt solutions  Replicates  Mean of 3  measure ments (X)  Expected  Brix of the  salt(Y)  STDEV  (%CV)  within  groups R1  R2  R3  1st analyst  VSAL‐T 7.5G  3  3 3 3 3  0 0 VSAL‐T 17.5G  7  7 7 7 7  0 0 VSAL‐T 50G  21  21 21 21 20  0 0 2nd  analyst  VSAL‐T 7.5G  3  3 3 3 3  0 0 VSAL‐T 17.5G  7  7 7 7 7  0 0 VSAL‐T 50G  20  20 20 20 20  0 0 3rd analyst  VSAL‐T 7.5G  3  3 3 3 3  0 0 VSAL‐T 17.5G  7  7 7 7 7  0 0 VSAL‐T 50G  20  20 20 20 20  0 0 Analysts  Verification salt solutions  SAL‐T 7.5G:  Expect:3°  SAL‐T‐17.5G  Expect:7°  SALT50G  Expected:20°  1st   3  7  21 2nd   3  7  20 3rd   3  7  20 Mean of  measurem ents  3  7  20.33333333 STDEV  0  0  0.577350269 (%CV)  between   group  0  0  2.84 Inter Assay precision as coefficient of variation ranges from 0 % ‐ 2.84%, i.e.reproducibility is ≥ 97.16%.                             
  • 8. Page 8 of 9    4.1.4.3. ANALYSIS OF VARIOUS (ANOVA)  The means for the results of analysis of brix for the verification salt solutions by the three analysts were  subjected to the statistical test of ANOVA to check out if there was a significant difference in the results  of analysis by the three analysts.   The results of ANOVA statistical test performed at 07:34 on 29-NOV-2016 Source of Sum of d.f. Mean F Variation Squares Squares between 0.2222 2 0.1111 1.3477E-03 error 494.7 6 82.44 total 494.9 8 The probability of this result, assuming the null hypothesis, is 0.999 Group A: Number of items= 3 3.00 7.00 21.0 Mean = 10.3 95% confidence interval for Mean: -2.495 thru 23.16 Standard Deviation = 9.45 Hi = 21.0 Low = 3.00 Median = 7.00 Average Absolute Deviation from Median = 6.00 Group B: Number of items= 3 3.00 7.00 20.0 Mean = 10.0 95% confidence interval for Mean: -2.828 thru 22.83 Standard Deviation = 8.89 Hi = 20.0 Low = 3.00 Median = 7.00 Average Absolute Deviation from Median = 5.67 Group C: Number of items= 3 3.00 7.00 20.0 Mean = 10.0 95% confidence interval for Mean: -2.828 thru 22.83 Standard Deviation = 8.89 Hi = 20.0 Low = 3.00 Median = 7.00 Average Absolute Deviation from Median = 5.67
  • 9. Page 9 of 9    5.0. SUMMARY OF VALIDATION RESULTS  ACCURACY: Average accuracy: 97.92%Criteria: (90‐110%),   COEFFICIENT OF DETERMINATION (r2 ): Results: 0.99536, Criteria (0.995)  INTRA ASSAY PRECISION: Results: (CV): 0 %, i. e: (Repeatability is 100%), Criteria: (CV: <20%)   INTER ASSAY PRECISION:Results: (CV): 0 % ‐ 2.84% i.e. (Reproducibility is ≥97.16%).Criteria: (CV: <20%)  ANOVA:  The results of a ANOVA statistical test performed at 07:34 on 29-NOV-2016 Source of Sum of d.f. Mean F Variation Squares Squares between 0.2222 2 0.1111 1.3477E-03 error 494.7 6 82.44 total 494.9 8 The probability of this result, assuming the null hypothesis, is 0.999(This indicates that there is no significant difference between the results of analysis obtained by the three analysts) CONCLUDING REMARKS:  The use of a refractometer to analyze brix meets the criteria of method validation. There is a high correlation coefficient between the results of analysis of brix of the verification salt solutions and their true values. The method therefore passes the criteria for method validation and therefore recognized as an official method to be used in the analysis of brix in sauces, spreads, papain enzyme solutions and herbal medicines.