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Research: Science and Education

Control of by : W A Basis for Teaching Physical of

Oleg V. Prezhdo* and Colleen F. Craig Department of Chemistry, University of Washington, Seattle, WA 98195-1700; *[email protected]

Yuriy Fialkov Department of Physical Chemistry, Ukrainian National Technical University, Kiev, Ukraine

Victor V. Prezhdo Institute of Chemistry, Jan Kochanowski University, 25-020 Kielce, Poland

The main concern of chemists is the control of product ture); then the concepts of universal and specific yields and reaction rates, but the number of ways we can in- may be introduced. such as hexane and carbon tet- fluence the outcome of a particular reaction is surprisingly rachloride are excellent examples of universal solvents, since small. Moreover, the methods that are available have limited they provide inert environments for carboxylic dimer- applicability owing to the physical properties of the system ization. The specific solvents such as and dioxane are under study. Temperature, for example, is one of the most capable of hydrogen bonding with the acid. The concept of commonly controlled parameters, but the temperature range a dielectric medium that screens electrostatic solute–solvent available for monitoring is often severely limited by the sta- interactions should be discussed in terms of the dielectric con- bility and phase of reacting substances. Changes in stant. are effective only in systems with at least one gaseous com- Examples of nonpolar solvents with small dielectric con- ponent. Other perturbations, including radiation, mechani- stants, such as hexane, and polar solvents with large dielec- cal and acoustic actions, and so forth, have limited tric constants, such as and water, should be applicability and are specific to the process under investiga- considered. The instructor may elect to quiz the students on tion. Any additional method that can be used to control chemical equilibrium and the types of solute–solvent inter- chemical reactivity is particularly welcome. actions at this point. At this point, the discussion of solvent Solvent-control of chemical reactions is one method that effects on chemical equilibrium may be terminated in a gen- has gained popularity in recent years, since a judiciously se- eral chemistry curriculum. A physical chemistry class can fur- lected solvent can alter the equilibrium or kinetics of a reac- ther explore the detailed examples included below and in the tion, even changing its direction entirely. Also, since the Supplemental Material.W These descriptions of homo- and overwhelming majority of known chemical processes take hetero-molecular association and conformer equilibria could place in or liquid phase, solvent-control is a conve- be used to develop illustrative laboratory experiments. In such nient means of influencing reactions. The comprehensive case, and especially if the laboratory experiment does not fol- development of solution chemistry has allowed chemists to low the lecture immediately, the instructor can provide a “to- put forward and prove the idea that the solvent acts simulta- review list” in the week preceding the lab. The “to-review list” neously as a medium and a reactive agent in a chemical sys- should be based on the lecture material and should give sev- tem (1–3). eral examples of solute–solvent pairs and types of interactions. A number of books (4–9) are devoted to detailing the Finally, students should be required to hand in a complete power that solvents have over the kinetics of chemical pro- laboratory report. cesses (10, 11) and the issue is also addressed in nearly every Downloaded via XI'AN JIAOTONG UNIV on November 7, 2019 at 12:14:46 (UTC). physical chemistry textbook. The influence of solvents on General Considerations chemical equilibria—particularly the role of solvent in alter- See https://pubs.acs.org/sharingguidelines for options on how to legitimately share published articles. ing product yields and reaction branching—has received less Chemical equilibrium (15) in solution can be represented attention (12–18) and consequently is not included in many in general as textbooks. The didactic presentation of solvent effects on A B (1) chemical equilibria given below is intended to provide the where A are reactants and B are products formed from the basis for teaching physical chemistry of solutions. Following reactants as a result of a chemical reaction. Consideration of a general review of equilibrium thermodynamics and quan- the thermodynamic cycle gives the Gibbs energy of the reac- tification of the universal and specific solute–solvent inter- tion actions, the solvent-control is illustrated with examples from G G GGGv (2) homo- and hetero-molecular associations and conformational ∆∆= ∆∆solvB − solvA + equilibria. where ∆G and ∆G are the Gibbs solvation energies The material given in this article is appropriate for pre- solvA solvB of reactants and products, respectively, and ∆Gv is the Gibbs sentation following a review of the general ideas underlying energy of the reaction in vacuum. chemical equilibrium and an introduction of different types The solute–solvent interactions can be separated into of solvent effects. The students should be familiar with the universal and specific components, giving a sum (19): equilibrium constant and its relationship to the equilibrium ()univ ()spec free energy (Gibbs energy at constant pressure and tempera- ∆∆GGsolv =+ ∆ G (3)

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In ∆G (univ) the solvent acts as an inert medium, whereas actions, such as dipole–dipole, ion–dipole, ion–ion interac- ∆G (spec) includes chemically active interactions such as hy- tions, and so forth. Equation 8 simplifies for the case of a drogen bonding. Substituting eq 3 in eq 2 leads to a general universal solvent to equation that describes the effect of a solvent on chemical equilibrium: ()univ 1 v δβsolv ln K =+− ∆G (9) RT ε v ()univ) (univ ∆∆GG= + ∆GsolvB − ∆GsolvA where δβsolv equals the universal solvation component ex- (4) trapolated to vacuum (ε = 1), that is, δβ = δ∆G (univ). In G (spec) G (spec) solv ε=1 + ∆ solvB − ∆ solvA addition to characterizing a solvent, the permittivity ε pro- vides a convenient handle for hypothetically turning the sol- ∆G v, of course, does not depend on the solvent. The differ- ute–solvent interaction on and off. For instance, in the limit ence in the first bracket in eq 4 characterizes universal solva- of perfect screening, ε → ∞ and the 1͞ε interaction terms in tion, and the difference in the second bracket accounts for eqs 8 and 9 disappear. specific solvation. Thus, the solvent effect on chemical equi- An analysis of eq 8 allows us to draw essential conclu- librium is determined by the solvation energies of each of sions about the influence of solvent on the thermodynamic the chemical species involved. Note that for universal, chemi- characteristics of chemical processes taking place in solution. cally-inert solvents where ∆G (univ) >> ∆G (spec), we may re- It follows from eq 8 that at fixed temperature, the equilib- write eq 4 as rium constant changes with solvent properties because of a (spec) change in either a specific interaction, δ∆Gsolv , or a uni- v ()univ ()univ ∆∆GG=+ ∆ Gsolv B − ∆ GsolvA (5) versal electrostatic interaction, δβsolv. This leads to several sce- narios for the functional dependence of lnK on 1͞ε, (spec) depending on the behavior of δ∆Gsolv and δβsolv. The equilibrium Gibbs energy is directly related to the (spec) equilibrium constant, K , at temperature T. As in eq 4 for the Generally, if both δ∆Gsolv and δβsolv vary between the solvents, ln K = f (1͞ε) is a nonlinear function. Even in sol- Gibbs energy, one can distinguish between the universal and (spec) specific contributions of a solvent to the magnitude of K vents where the specific interaction δ∆Gsolv is constant, and only the universal interaction δβsolv changes, ln K = f (1͞ε) is still nonlinear in general. If both the δ∆G (spec) v ()univ ()univ solv ∆G + ∆∆GGsolvB − solvA and δβsolv, values are constant for different solvents, that is, in a “conditionally universal medium” (16), the ln K = f (1͞ε) ()spec (spec) dependence becomes linear (cf. eq 9) + ∆∆GGsolvB − solvA (6) ln K = − ()univ b RT ln Ka=+ (10) ε or where a and b are the coefficients of the linear equilibrium ∆∆GGv ++δδ(spec) ∆ G (univ) ln K = − (6a) equation. In the absence of specific solute–solvent interac- (spec) ͞ RT tions δ∆Gsolv ≈ 0, the ln K = f (1 ε) dependence is also linear and is described by eq 10. As before (cf. eq 5), the equations simplify for universal sol- Extrapolation of the ln K = f (1͞ε) dependence to ε → vents: ∞, that is, putting the system in a hypothetical medium in v ()univ ()univ which there are no electrostatic interactions, reduces eq 8 for ∆G + ∆∆GGsolvB − solvA a solvent with specific interactions to ln K (univ) = − (7) RT 1 v ()spec ln Kε → ∞ =+− ∆∆GGδ (11) or RT solv v (()univ ∆∆GG+ δ Similarly, eq 9 becomes ln K ()univ = − (7a) RT v ()univ ∆G ln K ε → ∞ = − (12) We can develop a practical representation for δ∆G (univ) RT by considering the screening of the electrostatic solute–sol- from which we can find the vacuum component of the Gibbs vent interactions in terms of solvent dielectric permittivity, ε. energy of a chemical equilibrium process: Then eq 6a may be expressed (17) as v ()univ ∆−GRTK= ln ε → ∞ (12a) 1 v ()spec ββsolvB− solvA Finally, we can determine the energy of specific solva- ln K =++− ∆∆GGδ solv RT ε tion by comparing the equilibrium constants of chemical pro- cesses taking place in specific and universal solvents with 1 v ()spec δβsolv (8) = − ∆∆GG++δ approximately the same dielectric constant ε(spec) = ε(univ): RT solv ε spec −RTln K()sppec − lnKG()univ = δ∆ () where the βi represent the main types of electrostatic inter- solv (13)

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Thus, analysis of the ln K = f (1͞ε) dependence allows one In this section we have shown that solvent contributions to characterize all three basic components of Gibbs energy to the equilibrium constant produce two major factors that v (spec) of a chemical process in solution: ∆G , δ∆Gsolv , and affect chemical equilibrium: the Gibbs energies of specific (univ) δ∆Gε=1 . and universal solvation. The former occurs by a donor–ac- To compare the equilibrium constants of eq 1 in two ceptor interaction between solute and solvent. The latter origi- solvents S (1) and S (2), we start by writing eq 8 for each sol- nates due to universal electrostatic interactions between solute vent: and solvent molecules and is often taken into account by con- sidering dielectric permittivity of the solvent. δβ 1 1 v (spec) solvS( ) Several methodologically interesting examples of solvent ln K ()1 = − ∆∆GG+ δ (1) + (14a) S RT solv S ε influence on chemical equilibrium are presented in the fol- lowing sections. The examples cover a wide range of phe- δδβ nomena, including homo- and hetero-molecular association 1 v (spec) solv S()2 ln K ()2 = − ∆∆GG++δ (2) (14b) and conformational equilibrium. S RT solv S ε

Solving eqs 14a and 14b for 1͞ε and equating the results, Homo-Molecular Association Processes we obtain Dimerization is the most common homo-molecular as- lnKK=+const const ln S()12IIIS ( ) (15) sociation process: where 2A A2 (16) The solvent dependence of the equilibrium constant for the 1 v ()spec dimerization process (eq 16) can be obtained through appli- connstI =+− ∆∆GGδ RT solvS()1 cation of eq 8: (15a) δβ 1 1 solv S() v ()sspec v ()spec ()spec − ∆∆GG+ δ ln Kdim= − ∆G diim + ∆∆GGsolv A − 2 solv A δβ solv S()2 RT 2 solv S()2 (17)

ββsolv A2 − 2 solvA δβ 1 1 + solvS() []βsolvB − βsolvA S() constII == (15b) ε δβ 2 ββ− ()2 solvS() []solvB solvA S The solvent interaction factors βsolvA2 and βsolvA can be cal- An examination of eq 15 leads to two important conclusions. culated using eq 5. For a dimerization process (eq 16) taking First, the of the equilibrium constant of a chemi- place in a universal medium, we write eq 7a as: cal process in one solvent, S (1), is linearly related to the loga- ()univ 1 v ()univ rithm of the equilibrium constant of the same process in ln Kdim =+− ∆∆GGdim δ dim (18) (2) RT another solvent, S , Figure 1. Second, if constII > 1, as rep- (1) (univ) resented in Figure 1, the equilibrium constant in solvent S We can specify the form of δ∆Gdim in terms of dielectric is increased relative to solvent S (2). Solvent S (1) shifts the equi- permittivity as in eq 9 librium towards products, so it can be thought of as having (2) a “differentiating” effect with respect to solvent S . Con- ()univ 1 v βββsolv A2 − 2 solvA ln K =+− ∆Gdim (19) versely, solvent S (2) has a “leveling” effect with respect to sol- dim RT ε vent S (1), since it tends to shift the equilibrium towards the middle. obtaining a linear relationship ()univ b ln Kdim =+a (20) ε ν (univ) ͞ where ∆Gdim = RTa and ∆Gdim = RTb ε. Equation 20 agrees well with experimentally determined Kdim values, as illustrated in Table 1 for solutions of carboxy- lic . The correlation coefficient r presented in the table is close to one. The linear correlation between the logarithm

Table 1. The a and b Coefficients Describing Dimerization of Carboxylic Acids at 298.15 K Acid ab r A2cetic 40.6 52.1 0.98 M1onochloroacetic 35.9 57.1 0.99 Figure 1. Dependence of the equilibrium constants, K, of processes taking place in a solvent S(1) on the equilibrium constants of the D5ichloroscetic 37.3 58.9 0.99 same processes taking place in another solvent S(2). T0richloroacetic 55.6 48.3 0.99

1350 Journal of Chemical Education • Vol. 84 No. 8 August 2007 • www.JCE.DivCHED.org Research: Science and Education of the equilibrium constant and the polarity parameter (20, In a specific medium, the interaction between some par- 21) ET, which is directly related to the solvent dielectric per- ticipants of a chemical equilibrium and solvent molecules can mittivity ε, gives reasonable estimates for Kdim in universal be exceptionally strong. In such a case, homo-molecular media (Figure 2). dimerization is described by Table 2 presents the vacuum and universal solvent in- 2AS A + (S) (22) teraction components of the equilibrium Gibbs energy of car- 2 boxylic acid dimerization. The data show that in the series which assumes that the dimer is solvated to a lesser degree from acetic to trichloroacetic acid, the vacuum interaction than the monomer. In order to relate the homo-molecular ν component ∆Gdim decreases and the solvent interaction com- dimerization in the presence of specific solute–solvent inter- (univ) ν ponent δ∆Gdim increases. While the ∆Gdim and action (eq 22) to that in a universal solvent (eq 16), we must (univ) δ∆Gdim values are comparable in weakly-polar solvents consider the solvation process (univ) (small ε), the δ∆Gdim component rapidly decreases with (23) (univ) A + S AS increasing ε; in chlorobenzene δ∆Gdim drops to about 20– ν 30% of δ∆Gdim . This trend is even more pronounced in the highly-polar nitrobenzene. Thus, the dependence of ln K (or ∆G) on 1͞ε in universal media provides important informa- tion about the thermodynamics of homo-molecular associa- tion. The ln Kdim = f (ε, T ) dependence for dimer- ization (CH3COOH, Figure 3) in a mixture of the universal solvents CCl4 and C6H5Cl can be approximated (22) by the following 1817.. 1 0 92 15553. 4 lnKdim = −172 . + − + T ε εT The dimer concentration (x, mol L1) is related to initial con- centration of the monomer (c) and the equilibrium constant (Kdim) by Figure 2. Dependence of the dimerization constants for acetic acid 418Kc+ − Kc + 1 (solid line) and trichloroacetic acid (dashed line) on the polarity x = dim dim (21) parameter (ET) of the following solvents: 1–n-C6H14; 2–CCl4; 3– 8 Kdim CS2; 4–CHCl3; 5–C6H5Cl; and 6–C6H5NO2. Equation 21 predicts that the concentration of the acetic acid 3 dimer in hexane (n-C6H14,, Kdim ≈ 1.5 × 10 ) equals half that of the monomer, whereas the dimer concentration in ni- 2 trobenzene (C6H5NO2, Kdim ≈ 10 ) equals one third. Using selected mixtures of the two solvents, one can adjust the ace- tic acid dimer content from 33 to 50%. Similarly, dissolving in mixtures of CCl4 and C6H5NO2 with varying com- position one can control the concentration of the phenol dimer within a 2-to-12% interval relative to the monomer concentration. More examples can be found in refs 17, 23– Figure 3. Molecular models of the acetic acid dimers: (A) cyclic 25. dimer and (B) linear dimer.

Table 2. Components of Gibbs Energies of Dimerization of Carboxylic Acids in Universal Solvents at 298.15 K (univ) −1 ∆Gdim /(kJ mol ) Solvent ε Acetic Monochloro- Trichloro- Trimethyl- acid acetic acid acetic acid acetic acid H9exane 17.8 68. 69. 73. 6. T3etrachloromethane 27.2 57. 56. 63. 5. C2arbon disulfide 28.6 49. 46. 55. 4. C2hloroform 47.7 27. 21. 38. 2. C2hlorobenzene 52.6 23. 26. 21. 2. N8itrobenzene 364. 07.3 03.3 04.4 0.3 Vacuum 11.4 9.7 8.3 13.9

OTE v −1 N :sThe Gibbs energy for the vacuum is expressed a ∆Gdim /(kJ mol ).

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Comparing eqs 22 and 23 with eq 16 indicates that In water, the Gibbs energies of both specific and uni- homo-molecular association in a specific medium is compli- versal solvation of acetic acid are large. Owing to water’s high cated by the necessity to break the A S bond first. The en- dielectric permittivity, the Kdim value is insignificant. ergy required to break the bond is subtracted from the energy Binary mixtures of universal and specific solvents allow gained during dimerization, resulting in a decrease of Kdim one to control the degree of homo-molecular association over compared to the corresponding value in a universal medium a wide range of concentrations (17). For instance, by vary- with the same dielectric permittivity. Mathematically, the ing the composition of the n-hexane͞1,4-dioxane mixture it (spec) decrease in Kdim follows from eq 17: the [∆GsolvA2 − is possible to change the content of the acetic acid dimers (spec) 2∆GsolvA ] term becomes negative in a specific medium, from 50% to 8%. The dimer concentration can be further thereby lowering the total energy of the association process decreased below the 8% mark, all the way down to 0.5%, by relative to the Gibbs energy for a universal medium, eq 19. using a mixture of 1,4-dioxane and water. This analysis is supported by the experimental data presented It happens quite often that suitable solvent selection pro- in Table 3, which shows a comparison of Kdim values for vides the only practical mechanism for changing the degree dimerization of acetic acid in various universal and specific of molecular association. solvents. The role of specific solvation is illustrated particularly Solvent Effect on Conformer Equilibrium well through consideration of Kdim values in specific and uni- versal solvents with similar dielectric primitivities. We con- A conformational equilibrium process can be expressed sider here the specific solvents benzene and 1,4-dioxane, and in general as the universal solvent CCl , which all have ε ∼ 2.5. The K 4 dim (24) value for acetic acid dimerization in benzene is an order of conformer I conformer II magnitude lower than in CCl . The role of specific solvation 4 or for the special case of cis–trans isomerization as is even more dramatic in 1,4-dioxane, where the equilibrium constant is almost three orders of magnitude lower than its cis-isomer trans-isomer (25) value in CCl4. 1,4-Dioxane shows significantly stronger spe- cific solvation than benzene because it is much more basic. The experimental approaches for determining conformer con- Equations 8 and 9 were used to calculate the energies of spe- centrations are not always sufficiently accurate (17); as a rule cific solvation of acetic acid by benzene and 1,4-dioxane, giv- the difference in conformer energies is relatively small, rang- ing 5.8 and 16.6 kJ mol 1, respectively. ing from 0.1 to 10–12 kJ͞mol. This is similar to the ener- gies of dipole–dipole interaction and specific solvation in moderately active solvents, so it is difficult to discriminate Table 3. Equilibrium Constants for Dimerization of Acetic Acid in Various Solvents at 298.15 K between the conformer equilibrium and other processes. Since dipole moments are often very different between Universal Solvents ε K dim the conformers (26), dielectric permittivity of the solvent H8exane 10.8 125 plays a crucial role in the equilibrium processes (22, 25). The T3etrachloromethane 20.2 99 conformer transformation energies are inversely proportional C2arbon disulfide 20.6 70 to permittivity in universal solvents C2hloroform 40.7 29 B ∆Gconf =+A (26) C2hlorobenzene 50.6 24 ε N8itrobenzene 304. 11 where A and B are the coefficients of the linear energy equa- ͞ Specific Solvents tion. Correspondingly, ln Kconf depends on 1 ε linearly B3enzene 25. 9 b 12,4-Dioxane 22. 1. lnKaconf =+ (27) W3ater 758. 0.0 ε and the equilibrium constant shows an exponential depen- dence on 1͞ε. Here, a = A͞RT and b = B͞RT, cf. eq 6. These equations are sufficiently accurate to describe experi- mental data for conformation and isomerization equilibria. We will illustrate the argument above with the isomer- ization of 1,2-disubstituted ethane: XCH2 CH2Y. The po- tential energy of the molecule depends on a number of geometric parameters, the most important of which is the tor- sion angle Θ (Figure 4). Stable conformers include the syn- clinal (sc) conformation characterized by Θsc and the anti-periplanar (ap) conformation characterized by Θap, which exactly equals 180 owing to symmetry. The key parameters of the potential energy profile include the difference ∆G in # Figure 4. The potential energy (∆G 1) of molecules of the the Gibbs free energies of the isomers and the heights of the # # XCH2 CH2Y type (see main text for detailed explanation). two types of maxima ∆G 1 and ∆G 2. Given an explicit form

1352 Journal of Chemical Education • Vol. 84 No. 8 August 2007 • www.JCE.DivCHED.org Research: Science and Education for the shapes of the minima and the maxima, for instance, a drastic change in the relative concentrations of different con- cosine function, one can uniquely determine the values of the formational forms. Consider, for example, dichloro- angles Θsc and Θap. The Gibbs energy difference ∆G between acetaldehyde conformers in cyclohexane and DMSO solvents. the stable rotamers follows the inverse dependence on solvent At room temperature, the axial rotamer is favored in cyclo- dielectric permittivity. For example, eq 26 for 1-fluoro- hexane; the equilibrium constant for the formation of this 2-chloroethane in mixtures of alkane and chloralkane solvents rotamer is Kconf = 0.79. However, the corresponding Kconf becomes (27) value in DMSO is just 0.075. To obtain a similar equilib- rium in cyclohexane, one would have to cool the solution to 8.. 69 64 K (209 C); this is entirely impossible experimentally, ∆Gconf = −286. + ε since cyclohexane freezes at +6.5 C. Similarly, to achieve Kconf = 0.79 in DMSO, one would have to heat the solution to r = 0.963 435 K (162 C). Considering eq 5 in the context of eq 26, it is clear that an increase in solvent dielectric permittivity decreases the Conclusions absolute value of the electrostatic components of the con- former transformation free energies in universal solvents. This We have presented a didactic description of solvent ef- stabilizes the isomerization equilibrium. For instance, the fects on chemical equilibria, illustrated by several examples ∆Gconf for bromocyclohexanone in cyclohexane (ε = 2) is of basic processes occurring in solution. This material is in- 5.2 kJ͞mol, while in acetonitrile (ε = 36) the energy equals tended to provide the basis for teaching physical chemistry 0.3 kJ͞mol. of solutions, assuming the students are familiar with the gen- The stabilization of polar conformers offered by solvents eral ideas underlying chemical equilibrium: the equilibrium with higher dielectric permittivity affects not only the final constant and equilibrium free energy. The universal and spe- equilibrium composition of the conformer mixture, but also cific types of solvation have been introduced, followed by the rate of approach to equilibrium. When the transition state detailed examples of homomolecular association and con- between the conformers is more polar than the stable con- former equilibrium. Further examples involving hetero- formers—as is often the case—equilibration occurs faster in molecular association may be found in the Supplemental polar solvents. We see this phenomenon, for instance, with Material.W This article shows the students that solvent can the rotation around the formally double CC bond in sub- be used to influence chemical equilibrium, thereby altering stituted ethylenes the yield of reaction products. To determine the influence of solvent on chemical equi- librium, it is necessary to consider the donor–acceptor prop- erties of the solvent as well as its polarity (i.e., permittivity as a microscopic property or the dipole moment and polar- izability as a molecular property). Using mixed solvents al- lows one to widely vary these properties. In this example, the isomerization transition state (II) is sig- We have not considered chemical processes taking place nificantly more polar than the stable conformer (I) (28). in water, because they have been studied more extensively The influence of specific solvation on conformational than those taking place in nonaqueous environments. More- equilibrium is widely known for solvents capable of inter- over, owing to its singular physical-chemical properties, wa- molecular hydrogen bonding. A good illustration is given by ter in no way provides a representative system for the study the tautomerization of imidazoletetrahydropyran (III), which of nonwater solvents. It is certainly necessary to give atten- can form a or even abstract a proton (IV) in tion to mixtures of water and nonwater solvents, which find such solvents as chloroform (28): greater application in research and in industry (dyeing, elec- trochemical processing of materials, etc.). However, areas of science and engineering based on nonwater solvents are ad- vancing no less intensely. Clearly the development presented in this article is urgently needed and will provide a valuable addition to the physical chemistry curriculum.

Acknowledgments However, correlating specific solvation effects on con- Financial support from the National Science Founda- formational equilibrium with the physical and chemical prop- tion of the United States and Petroleum Research Fund of erties of the solvent is extremely difficult. Attempts to the American Chemical Society is gratefully acknowledged. determine simple and reliable connections between ∆G and ln Kconf values and the donor and acceptor energy levels do WSupplemental Material not succeed in general. Significantly better results have been obtained with pairwise solute–solvent interaction parameters Mathematical derivation of the temperature dependence (29). of the Gibbs energy as well as a detailed example of the sol- As in the molecular association example above, often- vent effect on heteromolecular association are available in this times the solvent effect is the only method available to effect issue of JCE Online.

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