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Lecture 1 & 2
• Introduction to chemical analysis
• Basic step in an analysis
• Stoichiometry
• Error in chemical analysis
• Chemical analysis includes any aspect of the chemical
  characterization of a sample material.
• Analytical Chemistry - “Science of Chemical
  Measurements”
Qualitative analysis is what.
   Qualitative analysis is what.
Quantitative analysis is how much.
Quantitative analysis is how much.




                         ŠGary Christian, Analytical Chemistry,   6th Ed. (Wiley)
“Classical” and Modern Chemical
            Analysis of samples
Classical analysis
• Based on the use of chemical reactivity and stoichiometry to
   directly or indirectly measure amounts of analyte (the target of
   the analysis –a compound or element)
• The detection limit of classical analysis is limited by the need to
   establish and maintain equilibrium in the measurement
   reaction
• Generally used to measure mg or larger amounts of simple
   compounds
• Classical methods of analysis often have very high precision and
   good accuracy
“Classical” and Modern Chemical
           Analysis of samples
Modern (Instrumental) Analysis
• Based on the use of instrument transducers to relate a
  physical property (e.g., absorption of light) to the amount of
  analyte
• Transducer must be calibrated by measurement of standards
  (with known amounts of analyte and matrix)
• The detection limit of instrumental analysis depends on the
  slope of the transducer-amount relationship for the analyte
  as well as any interferences.
• Often instrumental methods can detect very small amounts
  of analytes but with poorer precision than classical analysis
Different methods provide a range of precision,
                                  Different methods provide a range of precision,
                                   sensitivity, selectivity, and speed capabilities.
                                    sensitivity, selectivity, and speed capabilities.




ŠGary Christian, Analytical Chemistry,   6th Ed. (Wiley)
The sample size dictates what measurement techniques
           The sample size dictates what measurement techniques
                                can be used.
                                 can be used.




ŠGary Christian, Analytical Chemistry,   6th Ed. (Wiley)
• Quantitation:
   – How much of substance X is in the sample?

• Detection:
   – Does the sample contain substance X?

• Identification:
   – What is the identity of the substance in the sample?

• Separation:
   – How can the species of interest be separated from the
     sample matrix for better quantitation and
     identification?
An analysis involves
 An analysis involves
several steps and
 several steps and
operations which depend
 operations which depend
on:
 on:
•the particular problem
 •the particular problem
••your expertise
   your expertise
••the apparatus or
   the apparatus or
equipment available.
 equipment available.
The analyst should be
 The analyst should be
involved in every step.
 involved in every step.




       Fig. 1.1. Steps in an
                    analysis
WHAT DO CHEMICAL ANALYST DO?
• Research Analytical Chemist
 Applies known measurement techniques to well defined
  compositional or characterization questions.
 Creates and /or investigates novel techniques or
  principles for chemical measurements.
 Conducts fundamental studies of chemical/physical
  phenomena underlying chemical measurements.
• Senior Analyst: Develops new measurement methods on
         Analyst
  existing principles to solve new analysis problems.
CHEMICAL ANALYSIS AFFECTS MANY
            FIELDS
• Physical-, Organic-, …, Chemistry:
  – “Theory guides but Experiment decides”

• Biotechnology:
  – Distinguishing isomers with differing
    bioactivities.
  – Biosensors

• Materials Science:
  – High-temperature superconductors
CHEMICAL ANALYSIS AFFECTS MANY
            FIELDS
• Manufacturing:
  – Quality control of packaged foods specifications

• Forensics:
  – Chemical features for criminal evidence
Laboratory safety is a must!
                                  Laboratory safety is a must!
                                                  Learn the rules.
                                                  Learn the rules.




ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
• Definition
  – The word Stoichiometry comes from the Greek stoicheion,
    which means to measure the elements
  – A good definition of the term’s meaning in the study of
    chemistry is the “quantitative study of reactants and
    products in a chemical reaction”.
                            reaction
  – Stoichiometry allows one to calculate how much of a given
    product a reaction is expected to produce based on how
    much of the reactants are available
  – Given the mass, volume and density, or the number of
    moles of reactants, one can calculate the mass, volume (if
    the density is known) or moles of product
Review of Fundamentals

• Atomic, Molecular, and Formula Weights
• Moles:
          1mole = 6.022 x 1023
     (atoms, molecules or formula units)
How Do We Express Concentrations of
           Solutions?

• Molarity (M)= moles/liter or mmoles/mL
• Normality (N) = equivalence/liter or meq/mL
• Molality (m) = moles/1000g solvent

 In normality calculations, the number of equivalents
  In normality calculations, the number of equivalents
 is the number of moles times the number of reacting
  is the number of moles times the number of reacting
              units per molecule or atom.
               units per molecule or atom.
Example 1
•1 M sulfuric acid (H2SO4) is 2 N for acid-base reactions because
each mole of sulfuric acid provides 2 moles of H+ ions.
•1 M sulfuric acid is 1 N for sulfate precipitation, since 1 mole of
sulfuric acid provides 1 mole of sulfate ions.

Example 2
•36.5 grams of hydrochloric acid (HCl) is a 1 N (one normal)
solution of HCl.
•Since hydrochloric acid is a strong acid that dissociates
completely in water, a 1 N solution of HCl would also be 1 N for H+
or Cl- ions for acid-base reactions.
• Analytical Molarity: gives the total number of moles of a
             Molarity
  solute in one liter of the solution.
• Example: a sulfuric acid solution that has an analytical
  concentration of 1.0M can be prepared by dissolving 1.0 mol or
  98 g of pure H2SO4 in water and diluting to exactly 1.0L.

• Equilibrium Molarity: expresses the molar concentration of a
  particular species in a solution at equilibrium.

• Example: The species molarity of H2SO4 in a solution with an
  analytical concentration of 1M is 0.0M because the sulfuric
  acid is entirely dissociated into a mixture H3O+, HSO4- and SO42-
  ion.
• Describe the preparation of 2.00L of 0.108M BaCl 2
  from BaCl2.2H2O (244.3 g/mol)
                0.108 mol BaCl2        1mol BaCl2.2H2O
      2.00L X                     X
                     L                   1 mol BaCl2
                 = 0.216 mol BaCl2.2H2O

• The mass of BaCl2.2H2O is then
                                  244.3 g BaCl2.2H2O
     0.216 mol BaCl2.2H2O X
                                      mol BaCl2.2H2O
                              = 52.8 g BaCl2.2H2O
Solid Samples:
• % (wt/wt) = (wt analyte/wt sample) x 100 %
• pt (wt/wt) = (wt analyte/wt sample) x 103 ppt
• ppm (wt/wt) = (wt analyte/wt sample) x 106 ppm
• ppb (wt/wt) = (wt analyte/wt sample) x 109 ppb
Liquid Samples
•   % (wt/vol) = (wt analyte/vol sample mL) x 100 %
•   pt (wt/vol) = (wt analyte/vol sample mL) x 103 ppt
•   ppm (wt/vol) = (wt analyte/vol sample mL) x 106 ppm
•   ppb (wt/vol) = (wt analyte/vol sample mL) x 109 ppb

Liquid Analyte
•   % (vol/vol) = (vol analyte/vol sample mL) x 100 %
•   pt (vol/vol) = (vol analyte/vol sample mL) x 103 ppt
•   ppm (vol/vol) = (vol analyte/vol sample mL) x 106 ppm
•   ppb (vol/vol) = (vol analyte/vol sample mL) x 109 ppb
The units ppm or ppb are used to express trace concentrations.
  The units ppm or ppb are used to express trace concentrations.
        These are weigh or volume based, rather than mole based.
        These are weigh or volume based, rather than mole based.




ŠGary Christian, Analytical Chemistry,   6th Ed. (Wiley)
The equivalents (based on charge) of cations and anions
                The equivalents (based on charge) of cations and anions
                                      are equal.
                                       are equal.




ŠGary Christian, Analytical Chemistry,   6th Ed. (Wiley)
Definitions:
•The difference between a measured value and the
“true” or “known” value.
•The estimated uncertainty in a measurement or
experiment.
•Errors are caused by :
         Faulty calibrations
         Faulty standardization
         Random variations
         Uncertainties in results
• Measurement is influenced by many uncertainties.
• Example:




            Results for the quantitative determination of iron
• Reliability of the data can be assessed in several ways:
    Design experiments – reveal the presence of errors can be
       performed
    Standard of known composition – analyze and the results
       compared with the known composition
    Calibrating equipment – enhances the quality of data
    Statistical test
Replicates
•are samples of about the same size that are carried through an
analysis in exactly the same way.
• 2 to 5 replicates carry out in an experiment.
•Results are seldom the same.

What should u do?
•Find the central value from the set of results.
•Central value should be more reliable than any of the
individual results.
•Mean or median is usually used as the central value for a set
of replicate measurements.
Mean,
•also called the arithmetic mean, or the average.
•dividing the sum of replicate measurements by the
number of measurement in the set.




where xi represents the individual values of x making up
the set of N replicate measurement.
Median
• The middle result when replicate data are arranged
according to increasing or decreasing value.
• For an odd number of results, the median can be evaluated
directly
• For an even number, the mean of the middle pair is used
Example:
Calculate the mean and median for the data shown below:
                 19.4, 19.8, 19.5, 20.1, 19.6, 20.3
• Describes the reproducibility of measurements
• The closeness of results that have been obtained in
  exactly the same way
• Determine by simply repeating the measurements on
  replicate samples
• Three terms are widely used to describe the replicate
  data:
       Standard deviation
       Variance
       Coefficient of variation
•Standard deviations, describes the spread of individual
measurements about the mean




•where xi is one of N individual measurements, and     is the
mean

•Variance, is the square of the standard deviation
Example :
• The closeness of the measurement to the true or accepted
  value and is expressed by the error.
• Accuracy measures agreement between a result and the
  accepted value, while precision describes the agreement
  among the several results obtained in the same way.
•   Precision can be determine by measuring replicate samples
•    Accuracy is more difficult to determine because the true
    value is usually unknown.
•    Accuracy is expressed in terms of either absolute or relative
    error.
Absolute Error, E



where xt is the true or accepted value of the quantity.

Relative Error, Er



Relative error is also expressed in parts of thousand (ppt).
Example:
Examples:
Analyst 1 - good precision, good accuracy
Analyst 2 - poor precision, good accuracy
Analyst 3 - good precision, poor accuracy
Analyst 4 - poor precision, poor accuracy
Chemical analyses are affected by at least two types of errors
which are:
i.Random error
ii.Systematic error

Random Error
•Causes data to be scattered more or less symmetrically
around the mean value.
•Is reflected by its precision.
Systematic Error
•Causes the mean of a data set to differ from the accepted
value.
•Lead to bias in measurement results. Bias affects all of the
data in a set in the same way and that it bears a sign.
• Example: unsuspected loss of a volatile analyte while heating
a sample.
Gross Error
•Differ from the previous 2 errors.
•Usually occur only occasionally, are often large, and may cause
a result to be either high or low.
•Often the product of human errors.
•Lead to outliers, results that appear to differ markedly from all
other data in a set of replicate measurement
Example:
Three types of systematic error:
i.Instrumental errors
ii.Method errors
iii.Personal errors
Instrumental Errors
•Caused by non-ideal instrument behavior, by faulty
calibrations, or by use under inappropriate conditions.
•Example : Pipets, burets, and volumetric flasks may hold or
deliver volumes slightly different from those indicated by their
graduations.
•This measuring devices also maybe contaminated by
contaminants on the inner surfaces of the containers.
•Calibration eliminates most systematic errors of this type.
Method errors
• Arise from non-ideal chemical or physical behavior of the
  reagent and reactions.
• Some of the sources of non-ideality are:
          Slowness of the reactions
          Incompleteness of others
          Instability of some species
          Non-specificity of most reagents
          Possible occurrence of side reactions
 Example: small excess of reagent required to cause an
  indicator to undergo the color change that signals completion
  of the reaction.
 This type of error is often difficult to detect and thus the most
  serious of the three types of systematic error.
Personal errors
• Result from carelessness, inattention, or personal limitations
  of the experimenter.
• Example: an analyst who is insensitive to color changes tends
  to use excess reagent in volumetric analysis.
• A universal source of personal error is prejudice, or bias.
• Most of us, have a natural tendency to estimate scale
  readings in a direction that improves the precision in a set of
  results.
• As a result, digital and computer displays on pH meters,
  laboratory balances, and other electronic instruments to
  eliminate number bias because no judgment is involved in
  taking a reading.
Detection of Systematic Instrument and Personal Errors

•Some instrument can be corrected by calibration.
• Periodic calibration is desirable because the response of
most instrument changes with time as a result of wear,
corrosion, or mistreatment.
• Personal errors can be minimized by care and self-discipline.
• It is a good habit to check instrument readings, notebook
entries, and calculations systematically.
Detection of Systematic Method Errors
•Bias is particularly difficult to detect.
•One or more of these steps can be taken to recognize and
adjust for a systematic error in analytical method.

a.Analysis of standard samples

•Standard reference materials are materials that contain one or
more analytes at known concentration levels.
•Standard reference materials can be prepared by synthesis or
can be purchased from a number of governmental and
industrial sources.
b. Blank Determinations
•   A blank contains the reagents and solvents used in a
    determination, but no analyte.
•   All steps of the analysis are performed on the blank
    material.
•   Blank determinations reveal errors due to interfering
    contaminants from reagents and vessels used in the
    analysis.
c. Variations in Sample Size
•   As size of a measurement increases, the effect of a constant
    error decreases.
•    Thus, constant errors can be detected by varying the
    sample size.

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Lecture 1&2

  • 2. • Introduction to chemical analysis • Basic step in an analysis • Stoichiometry • Error in chemical analysis
  • 3. • Chemical analysis includes any aspect of the chemical characterization of a sample material. • Analytical Chemistry - “Science of Chemical Measurements”
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  • 5. Qualitative analysis is what. Qualitative analysis is what. Quantitative analysis is how much. Quantitative analysis is how much. ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
  • 6. “Classical” and Modern Chemical Analysis of samples Classical analysis • Based on the use of chemical reactivity and stoichiometry to directly or indirectly measure amounts of analyte (the target of the analysis –a compound or element) • The detection limit of classical analysis is limited by the need to establish and maintain equilibrium in the measurement reaction • Generally used to measure mg or larger amounts of simple compounds • Classical methods of analysis often have very high precision and good accuracy
  • 7. “Classical” and Modern Chemical Analysis of samples Modern (Instrumental) Analysis • Based on the use of instrument transducers to relate a physical property (e.g., absorption of light) to the amount of analyte • Transducer must be calibrated by measurement of standards (with known amounts of analyte and matrix) • The detection limit of instrumental analysis depends on the slope of the transducer-amount relationship for the analyte as well as any interferences. • Often instrumental methods can detect very small amounts of analytes but with poorer precision than classical analysis
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  • 10. Different methods provide a range of precision, Different methods provide a range of precision, sensitivity, selectivity, and speed capabilities. sensitivity, selectivity, and speed capabilities. ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
  • 11. The sample size dictates what measurement techniques The sample size dictates what measurement techniques can be used. can be used. ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
  • 12. • Quantitation: – How much of substance X is in the sample? • Detection: – Does the sample contain substance X? • Identification: – What is the identity of the substance in the sample? • Separation: – How can the species of interest be separated from the sample matrix for better quantitation and identification?
  • 13. An analysis involves An analysis involves several steps and several steps and operations which depend operations which depend on: on: •the particular problem •the particular problem ••your expertise your expertise ••the apparatus or the apparatus or equipment available. equipment available. The analyst should be The analyst should be involved in every step. involved in every step. Fig. 1.1. Steps in an analysis
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  • 15. WHAT DO CHEMICAL ANALYST DO? • Research Analytical Chemist  Applies known measurement techniques to well defined compositional or characterization questions.  Creates and /or investigates novel techniques or principles for chemical measurements.  Conducts fundamental studies of chemical/physical phenomena underlying chemical measurements. • Senior Analyst: Develops new measurement methods on Analyst existing principles to solve new analysis problems.
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  • 28. CHEMICAL ANALYSIS AFFECTS MANY FIELDS • Physical-, Organic-, …, Chemistry: – “Theory guides but Experiment decides” • Biotechnology: – Distinguishing isomers with differing bioactivities. – Biosensors • Materials Science: – High-temperature superconductors
  • 29. CHEMICAL ANALYSIS AFFECTS MANY FIELDS • Manufacturing: – Quality control of packaged foods specifications • Forensics: – Chemical features for criminal evidence
  • 30. Laboratory safety is a must! Laboratory safety is a must! Learn the rules. Learn the rules. ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
  • 31. • Definition – The word Stoichiometry comes from the Greek stoicheion, which means to measure the elements – A good definition of the term’s meaning in the study of chemistry is the “quantitative study of reactants and products in a chemical reaction”. reaction – Stoichiometry allows one to calculate how much of a given product a reaction is expected to produce based on how much of the reactants are available – Given the mass, volume and density, or the number of moles of reactants, one can calculate the mass, volume (if the density is known) or moles of product
  • 32. Review of Fundamentals • Atomic, Molecular, and Formula Weights • Moles: 1mole = 6.022 x 1023 (atoms, molecules or formula units)
  • 33. How Do We Express Concentrations of Solutions? • Molarity (M)= moles/liter or mmoles/mL • Normality (N) = equivalence/liter or meq/mL • Molality (m) = moles/1000g solvent In normality calculations, the number of equivalents In normality calculations, the number of equivalents is the number of moles times the number of reacting is the number of moles times the number of reacting units per molecule or atom. units per molecule or atom.
  • 34. Example 1 •1 M sulfuric acid (H2SO4) is 2 N for acid-base reactions because each mole of sulfuric acid provides 2 moles of H+ ions. •1 M sulfuric acid is 1 N for sulfate precipitation, since 1 mole of sulfuric acid provides 1 mole of sulfate ions. Example 2 •36.5 grams of hydrochloric acid (HCl) is a 1 N (one normal) solution of HCl. •Since hydrochloric acid is a strong acid that dissociates completely in water, a 1 N solution of HCl would also be 1 N for H+ or Cl- ions for acid-base reactions.
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  • 39. • Analytical Molarity: gives the total number of moles of a Molarity solute in one liter of the solution. • Example: a sulfuric acid solution that has an analytical concentration of 1.0M can be prepared by dissolving 1.0 mol or 98 g of pure H2SO4 in water and diluting to exactly 1.0L. • Equilibrium Molarity: expresses the molar concentration of a particular species in a solution at equilibrium. • Example: The species molarity of H2SO4 in a solution with an analytical concentration of 1M is 0.0M because the sulfuric acid is entirely dissociated into a mixture H3O+, HSO4- and SO42- ion.
  • 40. • Describe the preparation of 2.00L of 0.108M BaCl 2 from BaCl2.2H2O (244.3 g/mol) 0.108 mol BaCl2 1mol BaCl2.2H2O 2.00L X X L 1 mol BaCl2 = 0.216 mol BaCl2.2H2O • The mass of BaCl2.2H2O is then 244.3 g BaCl2.2H2O 0.216 mol BaCl2.2H2O X mol BaCl2.2H2O = 52.8 g BaCl2.2H2O
  • 41. Solid Samples: • % (wt/wt) = (wt analyte/wt sample) x 100 % • pt (wt/wt) = (wt analyte/wt sample) x 103 ppt • ppm (wt/wt) = (wt analyte/wt sample) x 106 ppm • ppb (wt/wt) = (wt analyte/wt sample) x 109 ppb
  • 42. Liquid Samples • % (wt/vol) = (wt analyte/vol sample mL) x 100 % • pt (wt/vol) = (wt analyte/vol sample mL) x 103 ppt • ppm (wt/vol) = (wt analyte/vol sample mL) x 106 ppm • ppb (wt/vol) = (wt analyte/vol sample mL) x 109 ppb Liquid Analyte • % (vol/vol) = (vol analyte/vol sample mL) x 100 % • pt (vol/vol) = (vol analyte/vol sample mL) x 103 ppt • ppm (vol/vol) = (vol analyte/vol sample mL) x 106 ppm • ppb (vol/vol) = (vol analyte/vol sample mL) x 109 ppb
  • 43. The units ppm or ppb are used to express trace concentrations. The units ppm or ppb are used to express trace concentrations. These are weigh or volume based, rather than mole based. These are weigh or volume based, rather than mole based. ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
  • 44. The equivalents (based on charge) of cations and anions The equivalents (based on charge) of cations and anions are equal. are equal. ŠGary Christian, Analytical Chemistry, 6th Ed. (Wiley)
  • 45. Definitions: •The difference between a measured value and the “true” or “known” value. •The estimated uncertainty in a measurement or experiment. •Errors are caused by :  Faulty calibrations  Faulty standardization  Random variations  Uncertainties in results
  • 46. • Measurement is influenced by many uncertainties. • Example: Results for the quantitative determination of iron • Reliability of the data can be assessed in several ways:  Design experiments – reveal the presence of errors can be performed  Standard of known composition – analyze and the results compared with the known composition  Calibrating equipment – enhances the quality of data  Statistical test
  • 47. Replicates •are samples of about the same size that are carried through an analysis in exactly the same way. • 2 to 5 replicates carry out in an experiment. •Results are seldom the same. What should u do? •Find the central value from the set of results. •Central value should be more reliable than any of the individual results. •Mean or median is usually used as the central value for a set of replicate measurements.
  • 48. Mean, •also called the arithmetic mean, or the average. •dividing the sum of replicate measurements by the number of measurement in the set. where xi represents the individual values of x making up the set of N replicate measurement.
  • 49. Median • The middle result when replicate data are arranged according to increasing or decreasing value. • For an odd number of results, the median can be evaluated directly • For an even number, the mean of the middle pair is used Example: Calculate the mean and median for the data shown below: 19.4, 19.8, 19.5, 20.1, 19.6, 20.3
  • 50. • Describes the reproducibility of measurements • The closeness of results that have been obtained in exactly the same way • Determine by simply repeating the measurements on replicate samples • Three terms are widely used to describe the replicate data:  Standard deviation  Variance  Coefficient of variation
  • 51. •Standard deviations, describes the spread of individual measurements about the mean •where xi is one of N individual measurements, and is the mean •Variance, is the square of the standard deviation
  • 53. • The closeness of the measurement to the true or accepted value and is expressed by the error. • Accuracy measures agreement between a result and the accepted value, while precision describes the agreement among the several results obtained in the same way. • Precision can be determine by measuring replicate samples • Accuracy is more difficult to determine because the true value is usually unknown. • Accuracy is expressed in terms of either absolute or relative error.
  • 54. Absolute Error, E where xt is the true or accepted value of the quantity. Relative Error, Er Relative error is also expressed in parts of thousand (ppt). Example:
  • 56. Analyst 1 - good precision, good accuracy Analyst 2 - poor precision, good accuracy Analyst 3 - good precision, poor accuracy Analyst 4 - poor precision, poor accuracy
  • 57. Chemical analyses are affected by at least two types of errors which are: i.Random error ii.Systematic error Random Error •Causes data to be scattered more or less symmetrically around the mean value. •Is reflected by its precision.
  • 58. Systematic Error •Causes the mean of a data set to differ from the accepted value. •Lead to bias in measurement results. Bias affects all of the data in a set in the same way and that it bears a sign. • Example: unsuspected loss of a volatile analyte while heating a sample. Gross Error •Differ from the previous 2 errors. •Usually occur only occasionally, are often large, and may cause a result to be either high or low. •Often the product of human errors. •Lead to outliers, results that appear to differ markedly from all other data in a set of replicate measurement
  • 60. Three types of systematic error: i.Instrumental errors ii.Method errors iii.Personal errors Instrumental Errors •Caused by non-ideal instrument behavior, by faulty calibrations, or by use under inappropriate conditions. •Example : Pipets, burets, and volumetric flasks may hold or deliver volumes slightly different from those indicated by their graduations. •This measuring devices also maybe contaminated by contaminants on the inner surfaces of the containers. •Calibration eliminates most systematic errors of this type.
  • 61. Method errors • Arise from non-ideal chemical or physical behavior of the reagent and reactions. • Some of the sources of non-ideality are:  Slowness of the reactions  Incompleteness of others  Instability of some species  Non-specificity of most reagents  Possible occurrence of side reactions  Example: small excess of reagent required to cause an indicator to undergo the color change that signals completion of the reaction.  This type of error is often difficult to detect and thus the most serious of the three types of systematic error.
  • 62. Personal errors • Result from carelessness, inattention, or personal limitations of the experimenter. • Example: an analyst who is insensitive to color changes tends to use excess reagent in volumetric analysis. • A universal source of personal error is prejudice, or bias. • Most of us, have a natural tendency to estimate scale readings in a direction that improves the precision in a set of results. • As a result, digital and computer displays on pH meters, laboratory balances, and other electronic instruments to eliminate number bias because no judgment is involved in taking a reading.
  • 63. Detection of Systematic Instrument and Personal Errors •Some instrument can be corrected by calibration. • Periodic calibration is desirable because the response of most instrument changes with time as a result of wear, corrosion, or mistreatment. • Personal errors can be minimized by care and self-discipline. • It is a good habit to check instrument readings, notebook entries, and calculations systematically.
  • 64. Detection of Systematic Method Errors •Bias is particularly difficult to detect. •One or more of these steps can be taken to recognize and adjust for a systematic error in analytical method. a.Analysis of standard samples •Standard reference materials are materials that contain one or more analytes at known concentration levels. •Standard reference materials can be prepared by synthesis or can be purchased from a number of governmental and industrial sources.
  • 65. b. Blank Determinations • A blank contains the reagents and solvents used in a determination, but no analyte. • All steps of the analysis are performed on the blank material. • Blank determinations reveal errors due to interfering contaminants from reagents and vessels used in the analysis. c. Variations in Sample Size • As size of a measurement increases, the effect of a constant error decreases. • Thus, constant errors can be detected by varying the sample size.

Notas do Editor

  1.   An analysis involves several steps and operations which depend on: the particular problem your expertise the apparatus or equipment available. The analyst should be involved in every step.