Chemistry 化学

Discussion Examples for Elemental Analysis | How to Interpret Differences Between Theoretical and Experimental Values

Elemental analysis is an analytical method used to measure the proportions of carbon, hydrogen, nitrogen, sulfur, oxygen, metal elements, and other elements contained in a sample and to confirm the composition, purity, and validity of the molecular formula of a compound.
It is used for identification and quality confirmation of organic compounds, metal complexes, polymers, inorganic materials, biologically related substances, and other materials.
Particularly for organic compounds and complexes, comparing theoretical and measured values makes it possible to determine whether the target substance was obtained with the expected composition.

In a discussion of elemental analysis, it is not sufficient simply to write that “the values were close to the theoretical values” or that “the measured values deviated.”
It is necessary to consider which element deviated, by how much, and whether the deviation is related to moisture, residual solvent, impurities, unreacted substances, incomplete combustion, insufficient drying, moisture absorption by the sample, or an incorrect assumption about the molecular formula.

This article clearly explains, as examples of discussions that can be used in elemental analysis laboratory reports, comparison of theoretical and measured values, causes of deviations, how to interpret C, H, and N values, points to note for metal complexes and organic compounds, sources of error, and points for improvement.

Note:
This article is a reference intended to assist with discussions of elemental analysis results obtained in organic chemistry experiments, inorganic chemistry experiments, analytical chemistry experiments, and materials chemistry experiments at universities and similar institutions.
For the actual elements to be analyzed, methods for calculating theoretical values, allowable errors, sample-drying conditions, measuring instruments, and the need for remeasurement, always follow the instructions in your university’s laboratory manual and those given by your instructor or TA.

  1. What Is Elemental Analysis?
  2. Main Items to Include in the Results
    1. Main Items to Include in the Results
  3. Reference Experimental Values and Calculation Examples for Comparing Theoretical and Measured Values in Elemental Analysis
    1. Reference Experimental Conditions
    2. Example Calculation of Theoretical Values: Benzoic Acid
    3. Elemental Analysis Results for Standard Samples
    4. Example Calculation of Relative Error
    5. Example Summary of Relative Errors
    6. Example Measurement of an Unknown Sample
    7. Differences Between Unknown Sample X and Candidate Compounds
    8. Changes in Measured Values Caused by Insufficient Drying
    9. Changes in Measured Values Caused by Impurities
    10. Effects of Incomplete Combustion
    11. Variation Caused by Differences in Sample Amount
    12. Example of How to Write the Experimental Results
    13. Points for Connecting the Results to the Discussion
    14. Example Discussion
    15. Summary
  4. What Are Theoretical Values?
  5. What Are Measured Values?
  6. Meaning of Comparing Theoretical and Measured Values
  7. Discussion When the Deviation Is Small
  8. Discussion When the Deviation Is Large
  9. Discussion When the C Value Is Low
  10. Discussion When the C Value Is High
  11. Discussion When the H Value Is High
  12. Discussion When the H Value Is Low
  13. Discussion When the N Value Is Low
  14. Discussion When the N Value Is High
  15. Effect of Moisture
  16. Effect of Residual Solvent
  17. Effects of Crystal Water and Coordinated Water
  18. Effects of Impurities
  19. Effect of Incomplete Combustion
  20. Importance of Sample Drying
  21. Discussion of Elemental Analysis of Metal Complexes
  22. Discussion of Elemental Analysis of Organic Compounds
  23. Discussion of Elemental Analysis of Polymers
  24. How to Think About the Acceptable Range of Experimental Values
  25. Common Mistakes in Calculating Theoretical Values
  26. Combining Elemental Analysis With Other Analytical Results
  27. When Elemental Analysis Can Be Judged to Have Given Good Results
  28. Example Discussion When the Experiment Did Not Go Well
  29. How to Write Points for Improvement
    1. Improvements to Sample Preparation
    2. Improvements to Theoretical-Value Calculation
    3. Improvements to Analysis
  30. Difference Between a Superficial Discussion and a Good Discussion
  31. Examples of Expressions That Can Be Used in Reports
  32. Points to Check When Discussing Elemental Analysis
  33. Summary

What Is Elemental Analysis?

Elemental analysis is an analytical method used to determine the proportions of elements contained in a sample.
For organic compounds, CHN analysis, which measures the contents of carbon, hydrogen, and nitrogen, is commonly used.
Sulfur and oxygen may also be measured.
For inorganic compounds and metal complexes, the content of metal elements may also be confirmed by another analytical method.

Elemental analysis results are usually expressed as mass percentages of each element.
For example, they may be expressed as C 60.00%, H 5.00%, and N 10.00%.
By comparing these measured values with theoretical values calculated from the molecular formula, it is possible to determine whether the composition of the sample agrees with that of the expected compound.

Example Discussion:
Elemental analysis makes it possible to measure the mass percentage of each element contained in a sample.
By comparing the obtained measured values with theoretical values calculated from the molecular formula, it is possible to evaluate whether the composition of the synthesized product is close to that of the target compound.
In this experiment, the measured C, H, and N values were compared with the theoretical values, and the purity and validity of the sample composition were discussed.

Main Items to Include in the Results

In elemental analysis results, organize the sample name, estimated molecular formula, theoretical values, measured values, differences from the theoretical values, elements measured, sample-drying conditions, and the possible presence of impurities or solvents.
Arranging the theoretical and measured values in a table makes it easier to see which elements deviate and in which direction.

Main Items to Include in the Results

  • Sample name
  • Estimated compound name
  • Estimated molecular formula
  • Molecular weight
  • Elements measured
  • Theoretical values
  • Measured values
  • Differences from theoretical values
  • Sample-drying conditions
  • Presence or absence of crystal water or solvation
  • Possibility of impurities
  • Need for remeasurement
  • Comparison with other analytical results
  • Sources of error and points for improvement

Example of How to Write the Results:
In the elemental analysis results, the measured C, H, and N values were compared with the theoretical values.
The C and N values were close to the theoretical values, whereas the H value was slightly high.
This suggests that the main component was likely the target compound, while moisture or residual solvent may have been present in the sample.

Reference Experimental Values and Calculation Examples for Comparing Theoretical and Measured Values in Elemental Analysis

Here, reference experimental values are organized for comparing measured values of carbon (C), hydrogen (H), nitrogen (N), and other elements obtained by elemental analysis of organic compounds with theoretical values calculated from the chemical formula and for connecting the results to relative error and discussion.

Elemental analysis measures the mass percentages of elements contained in a sample.
If the obtained measured values are close to the theoretical values, the purity and composition of the sample can be considered close to those of the target compound.
On the other hand, if the values deviate greatly from the theoretical values, impurities, insufficient drying, residual solvent, incomplete combustion, or decomposition of the sample must be considered.

Reference Experimental Conditions

Item Details
Samples measured Benzoic acid, acetanilide, urea, unknown sample
Elements measured C, H, N
Measurement method Elemental analysis by combustion method
Sample amount Approximately 2.0 mg
Comparison method Calculate theoretical values from the chemical formula and compare them with measured values
Evaluation items Elemental composition, relative error, purity, impurities, drying condition, completeness of combustion

Example Calculation of Theoretical Values: Benzoic Acid

The molecular formula of benzoic acid is taken as C7H6O2.
The calculation uses atomic weights of C = 12.01, H = 1.008, and O = 16.00.

Element Number of Atoms Atomic Weight Mass of Each Element
C 7 12.01 84.07
H 6 1.008 6.048
O 2 16.00 32.00
Total 122.12

The molecular weight is 122.12.
The theoretical value for carbon is calculated by dividing the mass of carbon by the molecular weight and multiplying by 100.

Theoretical C value = 84.07 ÷ 122.12 × 100 = 68.84%

The theoretical value for hydrogen is as follows.

Theoretical H value = 6.048 ÷ 122.12 × 100 = 4.95%

Because benzoic acid does not contain nitrogen, the theoretical N value is 0.00%.

Elemental Analysis Results for Standard Samples

Reference examples are shown in which known compounds were measured and the theoretical and measured values were compared.

Sample Compound Molecular Formula Theoretical C Measured C Theoretical H Measured H Theoretical N Measured N
A Benzoic acid C7H6O2 68.84% 68.62% 4.95% 5.02% 0.00% 0.03%
B Acetanilide C8H9NO 71.09% 70.88% 6.71% 6.80% 10.36% 10.22%
C Urea CH4N2O 20.00% 19.82% 6.71% 6.86% 46.65% 46.30%

If the measured values are close to the theoretical values, the composition of the sample is considered close to that of the target compound and the analytical procedure was generally appropriate.
However, complete agreement is uncommon, and small differences are discussed as effects of measurement error or sample condition.

Example Calculation of Relative Error

Relative error is calculated to evaluate the difference between theoretical and measured values.

Relative error (%) = (Measured value − Theoretical value) ÷ Theoretical value × 100

For carbon in benzoic acid, when the theoretical value is 68.84% and the measured value is 68.62%,

Relative error = (68.62 − 68.84) ÷ 68.84 × 100 = −0.32%

The measured carbon value is 0.32% lower than the theoretical value, and because the difference is small, the result can be considered relatively good.

Example Summary of Relative Errors

Sample Compound C Relative Error H Relative Error N Relative Error Evaluation
A Benzoic acid −0.32% +1.41% Generally good
B Acetanilide −0.30% +1.34% −1.35% Good
C Urea −0.90% +2.24% −0.75% H is slightly high

In this reference example, the measured H values tend to be slightly high.
If moisture or residual solvent is present, the proportion of hydrogen may appear high.

Example Measurement of an Unknown Sample

A reference example is shown in which unknown sample X was subjected to elemental analysis and compared with the theoretical values of candidate compounds.

Item C H N O, etc.
Measured values of unknown sample X 71.02% 6.76% 10.28% Remainder
Candidate 1: Acetanilide C8H9NO 71.09% 6.71% 10.36% 11.84%
Candidate 2: Benzoic acid C7H6O2 68.84% 4.95% 0.00% 26.21%
Candidate 3: Urea CH4N2O 20.00% 6.71% 46.65% 26.64%

The measured C, H, and N values of unknown sample X are closest to the theoretical values of acetanilide.
From this result, unknown sample X is considered likely to be acetanilide or a compound having a composition close to it.

Differences Between Unknown Sample X and Candidate Compounds

Candidate Compound Difference in C Difference in H Difference in N Approximate Judgment
Acetanilide −0.07% +0.05% −0.08% Very close
Benzoic acid +2.18% +1.81% +10.28% Presence or absence of N does not match
Urea +51.02% +0.05% −36.37% C and N differ greatly

In elemental analysis, candidates are narrowed down by examining the degree of agreement among multiple elements such as C, H, and N rather than judging from only one element.

Changes in Measured Values Caused by Insufficient Drying

If moisture remains in the sample, the proportions of H and O may become high, while the proportions of C and N may appear relatively low.
A reference example is shown in which an acetanilide sample was measured in an insufficiently dried condition.

Sample Condition Measured C Measured H Measured N How to Interpret the Result
Sufficiently dried 70.88% 6.80% 10.22% Close to theoretical values
Insufficiently dried 69.20% 7.15% 9.95% H is high and C and N are low
Sample that absorbed moisture 68.40% 7.42% 9.80% Large effect of moisture

With insufficient drying, contamination by moisture increases the measured hydrogen value, while the proportions of carbon and nitrogen become relatively low.
If H is higher than the theoretical value while C and N are low, moisture or residual solvent in the sample can be suspected.

Changes in Measured Values Caused by Impurities

If the sample contains impurities having a composition different from that of the target compound, the elemental-analysis values deviate from the theoretical values.
A reference example is shown for acetanilide containing inorganic salts or unreacted substances.

Sample Condition Measured C Measured H Measured N Possible Cause
Close to pure compound 70.88% 6.80% 10.22% Close to theoretical values
Inorganic salt contamination 65.50% 6.20% 9.50% Proportions of organic elements decrease overall
Unreacted aniline contamination 71.80% 7.10% 11.20% N and H appear high
Residual solvent 69.40% 7.35% 9.95% H is high and C and N decrease

If impurities such as inorganic salts that contain almost no C, H, or N are mixed into the sample, the proportions of C, H, and N may all appear low.
On the other hand, if an unreacted substance containing nitrogen is present, the measured N value may become high.

Effects of Incomplete Combustion

In elemental analysis, C and H are detected as CO2 and H2O by completely combusting the sample.
If combustion is incomplete, the measured C and H values may become low.

Combustion Condition Measured C Measured H Measured N How to Interpret the Result
Close to complete combustion 70.88% 6.80% 10.22% Close to theoretical values
Slightly incomplete combustion 69.90% 6.55% 10.18% C and H are slightly low
Incomplete combustion 68.30% 6.20% 10.05% C and H are considerably low

If both C and H are lower than the theoretical values, incomplete combustion, sample-amount errors, or the condition of the instrument must be checked.

Variation Caused by Differences in Sample Amount

Because the amount of sample used in elemental analysis is very small, weighing errors and sample nonuniformity readily affect the results.

Measurement Sample Amount Measured C Measured H Measured N How to Interpret the Result
1st 1.85 mg 70.92% 6.78% 10.25% Good
2nd 2.05 mg 70.88% 6.80% 10.22% Good
3rd 0.65 mg 69.95% 7.05% 10.05% Small sample amount makes variation more likely
4th 3.20 mg 70.70% 6.82% 10.18% Generally good

If the sample amount is too small, even slight weighing errors or bias in the sample have a large effect.
It is important to perform multiple measurements and confirm reproducibility.

Example of How to Write the Experimental Results

Elemental analysis of benzoic acid C7H6O2 gave measured values of 68.62% for C and 5.02% for H.
The theoretical values were 68.84% for C and 4.95% for H, giving relative errors of −0.32% for C and +1.41% for H.
The measured values were close to the theoretical values, and the sample was considered to approximately agree with the composition of the target compound.

The measured values of unknown sample X were C 71.02%, H 6.76%, and N 10.28%.
These values are close to the theoretical values of acetanilide C8H9NO, namely C 71.09%, H 6.71%, and N 10.36%.
Therefore, unknown sample X is considered likely to be acetanilide or a compound having a composition close to it.

In the insufficiently dried sample, the measured H value tended to be higher than the theoretical value, while the C and N values tended to be lower.
This was considered to be because moisture or residual solvent in the sample increased the proportion of hydrogen and relatively decreased the proportions of carbon and nitrogen originating from the target compound.

Points for Connecting the Results to the Discussion

In a discussion of elemental analysis, it is important not only to show the difference between theoretical and measured values but also to examine which elements are high or low and consider specific causes.

  • Can the molecular weight and theoretical mass percentage of each element be calculated from the chemical formula?
  • Can the difference or relative error between measured and theoretical values be organized?
  • Can it be confirmed which of C, H, and N are high or low?
  • If H is high, can the effects of moisture or residual solvent be discussed?
  • If C and N are generally low, can contamination by inorganic salts or nonvolatile impurities be discussed?
  • If C and H are low, can incomplete combustion or problems with sample amount be discussed?
  • If N differs greatly from the theoretical value, can nitrogen-containing impurities or differences among candidate compounds be discussed?
  • Can the need to judge the result together with other analytical results such as melting point, IR, and NMR be explained?

Example Discussion

In this experiment, the mass percentages of C, H, and N in the sample were determined by elemental analysis and compared with theoretical values calculated from the chemical formula.
The theoretical values for acetanilide were C 71.09%, H 6.71%, and N 10.36%, whereas the measured values were C 70.88%, H 6.80%, and N 10.22%.
All values were close to the theoretical values, and the sample was considered to approximately agree with the composition of acetanilide.

However, the measured H value was slightly higher than the theoretical value, while C and N were slightly lower.
Such a tendency readily occurs when moisture or residual solvent is present in the sample.
If water or solvent remains, the proportion of hydrogen increases and the proportions of carbon and nitrogen originating from the target compound decrease relatively.
Therefore, insufficient drying before measurement may have occurred.

For unknown sample X, the measured C, H, and N values were closest to the theoretical values of acetanilide.
Benzoic acid does not contain nitrogen, so it does not agree with unknown sample X, in which 10.28% N was detected.
Urea also has a very high theoretical N value and a low theoretical C value, so it differs greatly from the results for unknown sample X.
From this, unknown sample X can be judged to be a compound close to acetanilide.

Possible causes of deviations in elemental-analysis values from theoretical values include insufficient drying, contamination by impurities, incomplete combustion, and errors in sample amount.
If inorganic salts are mixed into the sample, the proportions of C, H, and N decrease overall, while incomplete combustion may cause C and H to be measured as low.
In addition, if the sample amount is too small, the effects of weighing errors and sample nonuniformity become large, so it is important to perform multiple measurements and confirm reproducibility.

Elemental analysis is a useful method for confirming the composition of a compound, but it does not directly determine the structure itself.
Because isomers having the same elemental composition cannot be distinguished by elemental-analysis values alone, the results must be comprehensively evaluated together with other analytical results such as melting-point measurement, infrared absorption spectra, and NMR.

Summary

In elemental analysis, theoretical values calculated from the chemical formula are compared with measured values of C, H, N, and other elements obtained experimentally.
If the measured values are close to the theoretical values, the composition of the sample is considered close to that of the target compound.

On the other hand, if H is high, moisture or residual solvent can be considered; if C or N is low, inorganic impurities can be considered; and if C or H is low, incomplete combustion can be considered.
In a report, it is useful to discuss the theoretical values, measured values, relative errors, directions of deviation, sample condition, and the possibility of impurities or insufficient drying in relation to one another.

What Are Theoretical Values?

The theoretical values in elemental analysis are the mass percentages of each element calculated from the assumed molecular formula.
For example, if the molecular formula contains many carbon atoms, the theoretical C value becomes high, while the theoretical N value is 0 for a compound containing no nitrogen atoms.
Theoretical values assume that the compound is completely pure and has exactly the assumed molecular formula.

When calculating theoretical values, it is important to determine whether crystal water, coordinated water, solvating molecules, salts, counterions, and similar components should be included in the molecular formula.
For metal complexes and hydrates, whether crystal water is included can greatly change the theoretical values.

Theoretical value of an element = Total mass of that element in the molecule / Molecular weight × 100

Example Discussion:
The theoretical values in elemental analysis are values calculated from the estimated molecular formula as the mass proportions of each element.
By comparing the theoretical and measured values, it is possible to determine whether the sample has the expected composition.
However, because theoretical values change depending on whether crystal water or residual solvent is included in the molecular formula, calculations must take the condition of the sample into account.

What Are Measured Values?

Measured values are the contents of each element actually measured with an elemental analyzer.
Measured values are affected not only by the composition of the sample itself but also by the drying condition, purity, measurement errors, combustion efficiency, impurities, moisture absorption, and residual solvents.
Therefore, measured values rarely agree perfectly with theoretical values, and some deviation occurs.

What is important is whether the deviation is within an acceptable range, which elements deviate and in which direction, and whether the cause of the deviation can be explained chemically.
For example, if only H is high, the effects of moisture or solvent can be considered; if C is low and H is high, moisture contamination can be considered; and if N is low, insufficient purity of the intended nitrogen-containing compound can be considered.

Example Discussion:
Measured values are the elemental contents obtained by measuring the actual sample and are affected by impurities, moisture, and measurement conditions in the sample.
If the theoretical and measured values are close, the composition of the sample is considered to approximately agree with the estimated molecular formula.
On the other hand, if the value of a particular element deviates greatly, contamination by impurities, insufficient drying, or an incorrect assumption about the molecular formula must be considered.

Meaning of Comparing Theoretical and Measured Values

In elemental analysis, the validity of the sample as the target compound is judged by checking the differences between theoretical and measured values.
If the target compound has been obtained with high purity, the measured values become close to the theoretical values.
Conversely, if unreacted substances, impurities, moisture, solvents, or decomposition products are present, the measured values deviate from the theoretical values.

However, elemental analysis alone cannot completely determine the structure.
Elemental analysis is strong for confirming composition, but structural isomers having the same elemental composition cannot be distinguished.
Therefore, the results are judged together with NMR, IR, mass spectrometry, XRD, and other analyses.

Example Discussion:
When the theoretical and measured values are compared and the values of each element are close, the elemental composition of the sample is considered to approximately agree with the estimated molecular formula.
This supports the conclusion that the target compound was obtained with relatively high purity.
However, because elemental analysis shows elemental ratios and does not directly determine the structure itself, the result must be judged together with other analytical results such as IR and NMR.

Discussion When the Deviation Is Small

When the difference between theoretical and measured values is small, the composition of the sample is considered close to the assumed molecular formula.
For organic compounds and complexes, C, H, N, and other values being close to the theoretical values provide one piece of evidence that the target substance was obtained.
However, the acceptable difference varies depending on the field and experimental criteria.

Even when the deviation is small, it is best to avoid concluding that the sample is completely pure.
Impurities that are difficult to detect by elemental analysis or by-products having the same elemental composition may be present.
It is important to confirm consistency with other analytical results.

Example Discussion:
The measured elemental-analysis values generally agreed with the theoretical values.
From this, the elemental composition of the sample was considered close to the estimated molecular formula, and the target compound was considered to have been obtained as the main component.
However, because elemental analysis evaluates composition and does not directly prove structure, the result must be judged comprehensively together with NMR and IR results.

Discussion When the Deviation Is Large

When the difference between theoretical and measured values is large, the sample may not have exactly the composition represented by the assumed molecular formula.
Possible causes include contamination by impurities, residual unreacted starting materials, by-products, insufficient drying, moisture absorption, residual solvents, crystal water, incomplete combustion, insufficient sample amount, and measurement errors.

When the deviation is large, it is important to separately consider which elements are high and which are low.
For example, low C and high H may indicate the effect of moisture, high C may indicate carbon-rich impurities, and low N may indicate insufficient purity of the intended nitrogen-containing compound.

Example Discussion:
Because the measured values deviated greatly from the theoretical values, the sample may not completely have the composition represented by the estimated molecular formula.
Possible causes include contamination by unreacted substances or by-products, moisture or residual solvents in the sample, insufficient drying, and incomplete combustion during measurement.
In particular, examining which elements are high and which are low makes it possible to discuss the cause of the deviation more specifically.

Discussion When the C Value Is Low

If the measured carbon value is lower than the theoretical value, a component containing no carbon or having a low carbon content may be mixed into the sample.
Representative causes include moisture, inorganic salts, metal salts, residual inorganic reagents, ash, crystal water, and adsorbed water.
Incomplete combustion may also lower the C value if carbon is not sufficiently detected as carbon dioxide.

If the C value is low and the H value is high at the same time, contamination by moisture or solvent is suspected.
It is important to discuss changes in H and N together with the C value rather than considering the C value alone.

Example Discussion:
One possible reason the measured C value was lower than the theoretical value is that the sample contained impurities with no carbon, such as moisture or inorganic components.
In addition, if sample combustion was incomplete, carbon may not have been sufficiently detected and the C value may have become low.
Particularly when the H value is high, the effects of adsorbed water and residual solvents must be considered.

Discussion When the C Value Is High

If the measured carbon value is higher than the theoretical value, carbon-rich impurities may be mixed into the sample.
Examples include organic solvents, unreacted organic starting materials, by-products, and contamination by organic substances such as filter paper or resin.
In addition, if crystal water or solvating molecules have not been included in the assumed molecular formula, the theoretical values may not have been set appropriately.

If both C and H are high, residual organic solvent becomes a likely possibility.
If C is high and N is low, contamination by nitrogen-free organic impurities or insufficient purity of the target product is suspected.

Example Discussion:
One possible reason the measured C value was higher than the theoretical value is that carbon-rich organic impurities or residual organic solvent were present in the sample.
If unreacted organic starting material or by-products remained, the C value may also become higher than the theoretical value.
Examining the deviations in H and N together makes it easier to estimate the type of impurity.

Discussion When the H Value Is High

If the measured hydrogen value is higher than the theoretical value, moisture or residual solvent may be present in the sample.
Solvents such as water, alcohols, ethers, and acetone contain hydrogen, so even small amounts may affect the H value.
If the sample is hygroscopic, it may absorb moisture from the air before measurement and cause the H value to increase.

If H is high and C is low, the effect of moisture is relatively easy to consider.
If both H and C are high, residual organic solvent can be considered.
Even if only the H value deviates, the drying condition of the sample must be checked.

Example Discussion:
One possible reason the measured H value was higher than the theoretical value is that adsorbed water or residual solvent was present in the sample.
Because moisture contains hydrogen but no carbon, it may increase the H value while relatively lowering the C value.
Therefore, when discussing deviation in the H value, insufficient drying and hygroscopicity of the sample must be considered.

Discussion When the H Value Is Low

If the measured hydrogen value is lower than the theoretical value, the sample may have a composition with a lower hydrogen content than expected.
Possible causes include dehydration, oxidation, decomposition, carbonization, contamination by impurities, effects of combustion conditions, and an incorrect assumption about the theoretical molecular formula.
However, H is an element readily affected by measurement error, so it is important not to make excessive conclusions from a slight deviation alone.

If H is low and C is high, rather than the sample simply being overdried, it may contain impurities or decomposition products that are rich in carbon but have a low hydrogen ratio.
The result should be considered together with other analytical data.

Example Discussion:
One possible reason the measured H value was lower than the theoretical value is that part of the sample decomposed or oxidized and contained components with a lower hydrogen content than expected.
The H value may also deviate if the assumed molecular formula differs from the actual sample composition.
Because H is readily affected by small amounts of moisture and measurement conditions, it must be judged together with the C and N values and other analytical results.

Discussion When the N Value Is Low

If the measured nitrogen value is lower than the theoretical value, possible causes include contamination by nitrogen-free impurities, low purity of the intended nitrogen-containing compound, residual unreacted substances or solvents, and an incorrect molecular-formula assumption.
For metal complexes and organic synthesis products, the N value may also become low if ligands or nitrogen-containing functional groups are not present as expected.

The N value is important for confirming the composition of nitrogen-containing compounds.
If the N value deviates greatly, incomplete formation of the target product may also be considered.
However, if C and H also deviate at the same time, the overall effects of moisture, solvents, or impurities must be considered.

Example Discussion:
One possible reason the measured N value was lower than the theoretical value is contamination by nitrogen-free impurities or residual solvent.
In addition, if nitrogen-containing ligands or functional groups in the target compound were not introduced as expected, the N value may also become low.
Therefore, a decrease in the N value provides an important clue for considering the purity of the target product and the progress of the reaction.

Discussion When the N Value Is High

If the measured nitrogen value is higher than the theoretical value, nitrogen-rich impurities or unreacted reagents may remain.
Possible causes include amines, ammonium salts, nitrates, nitrogen-containing solvents, and excessive residual nitrogen-containing ligands.
Deviations from the theoretical value may also occur if counterions or solvating molecules are not correctly included in the assumed molecular formula.

When the N value is high, the reagents used and purification process should be checked.
Particularly when nitrogen-containing reagents were used in excess or washing was insufficient, unreacted material may remain.

Example Discussion:
One possible reason the measured N value was higher than the theoretical value is that unreacted nitrogen-containing reagents or by-products remained in the sample.
For example, if amine ligands, ammonium salts, nitrates, and similar substances were not sufficiently removed, the N value becomes high.
In this case, sufficient recrystallization or washing may bring the value closer to the theoretical value.

Effect of Moisture

Moisture is a common cause of deviations in elemental analysis.
If the sample is not sufficiently dried or is highly hygroscopic, it may contain moisture during measurement.
Moisture contains hydrogen and oxygen but no carbon or nitrogen, so it may relatively lower the proportions of C and N and increase the H value.

If the effect of moisture is suspected, vacuum drying, heat drying, storage in a desiccator, and weighing immediately before measurement are important.
However, excessive heating may decompose the sample or remove even crystal water, so drying conditions appropriate for the sample must be selected.

Example Discussion:
Because the measured C and N values were lower than the theoretical values and the H value was high, moisture may have been present in the sample.
Because moisture contains no carbon or nitrogen, it decreases the proportions of C and N relative to the entire sample.
Therefore, before elemental analysis, the sample must be appropriately dried and stored so as to avoid moisture absorption.

Effect of Residual Solvent

If solvents used in synthesis, recrystallization, extraction, or washing remain in the sample, elemental-analysis values may deviate from the theoretical values.
Organic solvents contain C and H and may therefore increase the C or H values.
On the other hand, if water or an inorganic solvent remains, the C or N values may decrease.

Residual solvents may be incorporated into gaps in the crystal, adsorbed on the surface, or included in the crystal structure as solvates.
In the case of a solvate, the solvent molecules must be included in the molecular formula when calculating theoretical values.
Residual solvent may also be confirmed by TG or NMR.

Example Discussion:
One possible reason the measured values deviated from the theoretical values is that solvent used for recrystallization or washing remained in the sample.
If an organic solvent remains, the C or H values may become higher than the theoretical values.
In addition, if the solvent is incorporated into the crystal as a solvate, the theoretical values must be recalculated using a molecular formula that includes the solvent molecules.

Effects of Crystal Water and Coordinated Water

In metal complexes and inorganic salts, crystal water and coordinated water greatly affect elemental-analysis values.
Crystal water consists of water molecules incorporated into a crystal, while coordinated water consists of water molecules coordinated to the metal center.
Whether either is included in the molecular formula changes the theoretical values of C, H, N, and other elements.

When crystal water or coordinated water is present, the proportion of H increases while the proportions of C and N become relatively low.
Even when elemental-analysis values do not agree with the theoretical values calculated for the anhydrous compound, they may agree when calculated as a hydrate.
Confirming mass loss caused by dehydration with TG measurement is useful for estimating the number of water molecules.

Example Discussion:
A deviation was observed between the measured values and the theoretical values calculated for the anhydrous compound, but the values became closer when crystal water was included and the sample was calculated as a hydrate.
This suggests that crystal water or coordinated water may have been present in the sample.
In metal complexes and inorganic salts, the presence or absence of water molecules greatly changes the theoretical elemental-analysis values, so it is important to judge the result together with TG and IR data.

Effects of Impurities

One of the main causes of deviations between elemental-analysis and theoretical values is impurities.
If unreacted starting materials, by-products, insufficiently washed reagents, inorganic salts, catalysts, pieces of filter paper, drying agents, solvents, or decomposition products are mixed into the sample, the elemental proportions change.
Which elements become high or low depends on the elemental composition of the impurity.

For example, if an inorganic salt containing no carbon is mixed into the sample, the C value tends to become low, while if an unreacted reagent containing nitrogen remains, the N value tends to become high.
Which impurities may enter must be considered from the synthesis and purification procedures.

Example Discussion:
Possible causes of deviations in elemental-analysis values from theoretical values include contamination by unreacted starting materials, by-products, and impurities.
If an inorganic salt containing no carbon is mixed in, the proportions of C and N become relatively low.
On the other hand, if an unreacted reagent containing nitrogen remains, the N value may become higher than the theoretical value.
Therefore, purification by washing and recrystallization after synthesis is important.

Effect of Incomplete Combustion

In CHN analysis, the sample is combusted and the resulting carbon dioxide, water, nitrogen oxides, and other products are measured to determine the amount of each element.
If the sample does not combust completely, carbon and hydrogen may not be fully detected, causing the C and H values to become low.
In flame-resistant samples, complexes containing large amounts of metal, and samples containing inorganic components, combustion conditions may affect the results.

If incomplete combustion is suspected, the instrument conditions, use of a combustion aid, sample amount, and sample homogeneity are checked.
However, in student experiments it is often not possible to directly change the instrument conditions, so this may be limited to discussion as a possible source of error.

Example Discussion:
One possible reason the measured C and H values were lower than the theoretical values is that the sample did not combust completely.
Because CHN analysis determines the elements by combusting the sample and measuring the products, incomplete combustion prevents carbon and hydrogen from being fully detected.
Particularly for metal complexes and flame-resistant samples, the combustion conditions may affect the measured values.

Importance of Sample Drying

Sample drying is extremely important in elemental analysis.
If the sample is wet or contains solvent, large deviations occur between theoretical and measured values.
Even a small amount of moisture can particularly affect the H value and relatively lower the C and N values.

Samples are dried by vacuum drying, storage in a desiccator, heat drying, and similar methods.
However, for samples containing volatile components or crystal water and for heat-sensitive samples, excessively strong drying conditions may change the sample composition.
It is important to consider what should be removed by drying and what should remain.

Example Discussion:
To reduce deviations in elemental-analysis values, the sample must be sufficiently dried before measurement.
If drying is insufficient, adsorbed water or residual solvent remains in the sample, causing the H value to increase or the proportions of C and N to decrease.
However, for heat-sensitive samples and samples containing crystal water, excessive heat drying may change the composition, so appropriate drying conditions must be selected.

Discussion of Elemental Analysis of Metal Complexes

In elemental analysis of metal complexes, the presence or absence of ligands, counterions, crystal water, coordinated water, and solvating molecules is important.
Complexes readily incorporate water and solvents into crystals, and their composition may change depending on the drying conditions.
In addition, because metal elements may not be directly measured by CHN analysis, the composition may be evaluated indirectly from the C, H, and N values.

If the ligand contains nitrogen, the N value is useful for confirming complex formation and the amount of ligand.
If C, H, and N are all close to the theoretical values, the ratio of ligands to counterions may be close to that expected.
However, combining the results with TG, ICP, XRF, and other analyses of metal content and moisture provides greater certainty.

Example Discussion:
In elemental analysis of metal complexes, the presence or absence of ligands, counterions, crystal water, and coordinated water must be considered.
If the measured C, H, and N values are close to the theoretical values calculated for a hydrate, water molecules may be present in the complex.
In addition, an N value close to the theoretical value supports the conclusion that nitrogen-containing ligands are present in the complex in the expected proportion.

Discussion of Elemental Analysis of Organic Compounds

In elemental analysis of organic compounds, the C, H, and N values are checked for agreement with the molecular formula.
For confirmation of new compounds and synthetic products, the structure is estimated by NMR, IR, and mass spectrometry, and elemental analysis is used to confirm the validity of the composition.
If C, H, and N are close to the theoretical values, this supports the conclusion that the target compound was obtained with relatively high purity.

In organic compounds, residual solvents, unreacted starting materials, and by-products are major causes of deviation.
Even after recrystallization or column purification, solvent may be incorporated into crystals.
Particularly when residual solvent is suspected from melting-point or NMR results, it is considered in relation to deviations in elemental analysis.

Example Discussion:
Because the elemental-analysis values of the organic compound were close to the theoretical values, the elemental composition of the synthesized product was considered to approximately agree with the estimated molecular formula.
This result supports the conclusion that the target compound was obtained as the main component.
On the other hand, if the H value is high or the C value deviates, contamination by residual solvent or unreacted organic material must be considered.

Discussion of Elemental Analysis of Polymers

In elemental analysis of polymers, the effects of monomer composition, copolymerization ratio, residual monomers, initiator residues, additives, and moisture absorption are considered.
Because polymers have molecular-weight distributions, they may be difficult to represent strictly with a single molecular formula as low-molecular-weight compounds are.
Therefore, theoretical values may be considered based on the repeating unit or copolymer composition.

If the polymer is hygroscopic, the H value may become high and the proportions of C and N may decrease.
In addition, if unreacted monomers, solvent, or additives remain, the elemental composition deviates from the theoretical values.
Combining the result with TG or NMR makes it easier to discuss the effects of residual components.

Example Discussion:
Possible causes of deviation of the elemental-analysis values of the polymer sample from the theoretical values include residual monomers, solvents, initiator residues, and additives.
In addition, hygroscopic polymers may absorb moisture before measurement and show a high H value.
For polymers, theoretical values must be considered based on repeating units or copolymerization ratios rather than a single molecular formula.

How to Think About the Acceptable Range of Experimental Values

In elemental analysis, the smaller the difference between theoretical and measured values, the easier it is to judge the result as good.
However, the degree of acceptable deviation differs depending on the field, purpose, measuring instrument, sample properties, and criteria specified by the instructor.
In student experiments, it is more important to be able to reasonably explain the cause of deviation than to seek perfect agreement.

If the deviation is slight, it can be considered within the range of measurement error or variation in sample preparation.
If the deviation is large, the sample may not be sufficiently pure as the target product or the assumed molecular formula may be incorrect.
If an acceptable range is specified, the instructions in the laboratory manual or from the instructor should be followed.

Example Discussion:
When the difference between measured and theoretical values is small, the sample composition can be judged to approximately agree with the estimated molecular formula.
On the other hand, when the difference is large, impurities, moisture, residual solvent, or an incorrect assumption about the molecular formula must be considered.
Because elemental-analysis values rarely agree perfectly, it is important to consider chemically reasonable causes based on the direction and magnitude of the deviation for each element.

Common Mistakes in Calculating Theoretical Values

A surprisingly common mistake in discussions of elemental analysis is an error in calculating the theoretical values.
Theoretical values change because of miscounting the number of atoms in the molecular formula, molecular-weight calculation errors, omission of counterions, handling of crystal water, omission of solvating molecules, or differences in salt form.
If the theoretical values are incorrect, comparison with measured values becomes meaningless.

Particular care is required for metal complexes, salts, hydrochloride salts, hydrates, and solvates.
Before calculating, confirm whether the target product is a neutral molecule or a salt, whether it contains crystal water, and what the counterion is.

Example Discussion:
Before discussing deviations between theoretical and measured values, it is necessary to confirm that the estimated molecular formula has been correctly set.
If counterions, crystal water, or solvating molecules are omitted from the molecular formula, the theoretical C, H, and N values change greatly.
Therefore, when comparing elemental-analysis results, it is important first to confirm whether the assumptions used for the theoretical-value calculation agree with the actual state of the sample.

Combining Elemental Analysis With Other Analytical Results

Elemental analysis is effective for confirming composition, but it does not directly determine structure.
Isomers and mixtures having the same elemental composition may not be distinguishable by elemental analysis alone.
Therefore, the result is judged together with NMR, IR, mass spectrometry, XRD, TG, melting-point measurement, HPLC, and other analyses.

For example, if the structure is supported by NMR, the molecular weight agrees by mass spectrometry, and C, H, and N values from elemental analysis are close to the theoretical values, the evidence that the target compound was obtained becomes considerably stronger.
On the other hand, if only elemental analysis deviates, moisture, solvents, and impurities are considered in particular.

Example Discussion:
Elemental analysis is a method used to confirm the elemental composition of a sample but does not directly determine the structure.
Therefore, confirming the structure by NMR, the molecular weight by mass spectrometry, functional groups by IR, and composition by elemental analysis makes identification of the target compound more reliable.
In this experiment, the elemental-analysis values were close to the theoretical values and did not contradict the other analytical results, so the target compound was considered to have been obtained.

When Elemental Analysis Can Be Judged to Have Given Good Results

Elemental analysis can be judged to have given good results when the measured C, H, N, and other values are close to the theoretical values, the deviations are small, and the results do not contradict other analytical data.
In addition, if the deviations among the elements show a consistent pattern and can be explained by effects such as moisture or solvent, the results can also be discussed as reasonable.

However, measured values being close to theoretical values alone does not mean that the structure has been completely proven.
Elemental analysis should be treated as one method for confirming the composition of the target compound and judged comprehensively together with structural analysis and purity evaluation.

Example Discussion:
The elemental-analysis values obtained in this experiment generally agreed with the theoretical values for C, H, and N.
From this, the elemental composition of the sample was considered close to the estimated molecular formula, and the target compound was considered to have been obtained as the main component.
If the results also do not contradict IR and NMR data, they provide strong evidence supporting formation of the target product.

Example Discussion When the Experiment Did Not Go Well

When elemental analysis does not go well, the causes are considered from results such as large deviations between theoretical and measured values, only a particular element being considerably high or low, variation upon remeasurement, or inconsistency with other analytical results.
It becomes easier to discuss the causes by organizing them into sample drying, residual solvent, impurities, assumptions about the molecular formula, measurement errors, and incomplete combustion.

Example Discussion:
In this experiment, the measured C and N values were lower than the theoretical values, while the H value was slightly high.
One possible cause is that adsorbed water or residual solvent was present in the sample.
Because moisture contains no C or N, it relatively lowers their proportions and increases the H value.
To obtain more accurate elemental-analysis values, the sample must be sufficiently dried before measurement and stored in a desiccator.

How to Write Points for Improvement

In a discussion of elemental analysis, including not only sources of error but also points for improvement makes the report easier to organize.
Improvements can be organized by dividing them into sample preparation, drying, purification, theoretical-value calculation, and comparison with other analyses.

Improvements to Sample Preparation

  • Dry the sample sufficiently
  • Avoid moisture absorption
  • Store the sample in a desiccator
  • Weigh immediately before measurement
  • Make the sample homogeneous
  • Remove impurities and unreacted substances
  • Perform sufficient recrystallization and washing

Improvements to Theoretical-Value Calculation

  • Confirm the molecular formula correctly
  • Include counterions in the calculation
  • Confirm whether crystal water should be included
  • Consider the possibility of solvating molecules
  • Confirm the salt form
  • Confirm atomic weights and numbers of atoms

Improvements to Analysis

  • Arrange theoretical and measured values in a table
  • Examine the direction of deviation for each element
  • Consider the effects of moisture, solvents, and impurities separately
  • Confirm moisture and solvents by TG
  • Confirm residual solvent by NMR
  • Judge together with IR and mass spectrometry
  • Remeasure when necessary

Example of How to Write Points for Improvement:
To bring the elemental-analysis values closer to the theoretical values, the sample must be sufficiently purified and dried under appropriate conditions before measurement.
In addition, hygroscopic samples may absorb moisture from the air even after drying, so it is important to store them in a desiccator and handle them immediately before measurement.
In the analysis, theoretical values should be calculated not only for the anhydrous compound but also for possible hydrates and solvates, and it is necessary to check which formula is more consistent with the measured values.

Difference Between a Superficial Discussion and a Good Discussion

In a discussion of elemental analysis, simply writing that “the values were close to the theoretical values” or that “they deviated” results in a superficial discussion.
A good discussion explains which elements deviated and in which direction and how the deviations are related to moisture, solvents, impurities, and assumptions about the molecular formula.

Superficial Discussion Good Discussion
The values were close to the theoretical values. Because the measured C, H, and N values generally agreed with the theoretical values, the elemental composition of the sample was considered close to the estimated molecular formula, and the target compound was considered to have been obtained as the main component.
The measured values deviated. Possible causes of deviation of the measured values from the theoretical values include adsorbed water, residual solvent, impurities, unreacted substances, and an incorrect assumption about the molecular formula. It is particularly necessary to confirm which elements are high and which are low.
H was high. One possible reason the H value was higher than the theoretical value is moisture or residual solvent in the sample. Because moisture contains H, it may increase the H value and relatively lower C and N.
N was low. If the N value is lower than the theoretical value, possible causes include contamination by nitrogen-free impurities, insufficient purity of the intended nitrogen-containing compound, and incomplete introduction of ligands.

Examples of Expressions That Can Be Used in Reports

The following expressions can be used when writing the results and discussion of elemental analysis.
Adjust the necessary parts according to your own experimental results.

  • Elemental-analysis values are indicators used to confirm whether the elemental composition of a sample agrees with the estimated molecular formula.
  • Because the measured values were close to the theoretical values, the target compound was considered to have been obtained as the main component.
  • Deviations between theoretical and measured values may be caused by moisture, residual solvent, impurities, or unreacted substances in the sample.
  • If the H value is high, the effects of adsorbed water or residual solvent can be considered.
  • If the C value is low, moisture or inorganic impurities containing no carbon may have been mixed into the sample.
  • If the N value is low, contamination by nitrogen-free impurities or insufficient purity of the target product can be considered.
  • Theoretical values change depending on whether crystal water or solvating molecules are included.
  • For metal complexes, theoretical values must be calculated while considering the presence or absence of coordinated water, crystal water, and counterions.
  • Because elemental analysis alone cannot completely determine structure, it must be judged together with NMR, IR, mass spectrometry, and other analyses.
  • The drying and storage conditions before measurement greatly affect the reliability of elemental-analysis values.

Points to Check When Discussing Elemental Analysis

Checking the following points before writing the report makes the discussion easier to write.

  • Is the estimated molecular formula clearly stated?
  • Have the theoretical values been calculated correctly?
  • Has it been confirmed whether counterions and crystal water should be included?
  • Are the theoretical and measured values compared in a table?
  • Has it been confirmed which elements are high and which are low?
  • Are the effects of moisture and residual solvent considered?
  • Is the possibility of unreacted substances and impurities considered?
  • Are the sample-drying conditions stated?
  • Are incomplete combustion and measurement errors considered?
  • Has it been considered whether moisture and solvent can be confirmed by TG or NMR?
  • Has it been confirmed that the results do not contradict other analytical results?
  • Do the points for improvement correspond to the sources of error?

Summary

Elemental analysis is an analytical method used to measure the elemental contents of a sample and compare theoretical and measured values to confirm the composition, purity, and validity of the molecular formula of the sample.
C, H, and N values are commonly used for organic compounds, while for metal complexes the presence or absence of ligands, counterions, crystal water, and coordinated water is considered in the discussion.

When the theoretical and measured values are close, this supports the conclusion that the target compound was obtained as the main component.
On the other hand, when the deviation is large, moisture, residual solvents, impurities, unreacted substances, incorrect assumptions about the molecular formula, and incomplete combustion must be considered.
In particular, examining which elements are high and which are low makes it possible to discuss the cause of the deviation specifically.

In a report, rather than simply writing that “the values were close to the theoretical values,” organize and discuss the basis for calculation of the theoretical values, the differences from the measured values, the direction of deviation for C, H, and N, the effects of moisture and solvents, sample drying, and consistency with other analytical results.
Elemental analysis is a powerful method for confirming composition, but structure determination requires judgment in combination with NMR, IR, mass spectrometry, XRD, and other results.