Uncertainty Analysis Introduction

The concentration of a sodium hydroxide solution is determined by titration against a standard solution of oxalic acid. 
The absolute error in the calculated concentration of sodium hydroxide can be determined from the error in each of the measurements made during the determination.  

These are mass of the oxalic acid dihydrate (1.5432), the volume of the volumetric flask used to make the standard solution (250
), and the volumes delivered by the pipette (20.00
) and the burette (21.76
).  

The absolute error in each measurement depends on the manufacturer's specification for the piece of equipment used and has the unit of the measurement.  To find the absolute error in the calculated concentration (0.04896 
), the errors in four measurements must be combined.  To do this, follow the steps below.  An example is given underneath.

Convert each absolute error to a percentage error using error in the measurement specified by the manufacturer.
Add the percentage errors.
Multiply the decimal equivalent of the percentage error by the concentration.
Round the absolute error to one significant figure.
Round the calculated concentration so that the last digit is in the same decimal place as the absolute error.

Quantity measured Magnitude of 
measurement
Absolute error % error
mass of oxalic acid 1.5432 g balance
±0.0002 g
0.0002 g  × 100% = 0.013 %
1.5432 g 
volume of flask 250.0 mL volumetric flask
±0.2 mL
0.2 mL  × 100% = 0.080 %
250 mL 
pipette volume 20.00 mL pipette
±0.04 mL
0.04 mL  × 100% = 0.200 %
20 mL 
titre volume 21.76 mL burette
±0.2 mL
0.04 mL  × 100% = 0.184 %
21.76 mL 

Total percentage error in concentration (0.013 + 0.080 + 0.200 +  0.184)% = 0.477%
Absolute error in concentration
0.477  × 0.04896 mol L–1 = 0.0002 mol L–1 
100 
Report oxalic acid concentration as 0.0490 ± 0.0002 mol L–1