Idealizations / Approximations / Limitations
This
section is related to the Arrhenius equation k = Ae−Ea/RT, which provides a fundamental link between the
activation energy Ea
and the rate constant k
of a chemical reaction. The rate constant is expressed as the product of a
pre-exponential factor (or prefactor A) and an exponential factor. The
prefactor represents the frequency of molecular collisions, while the exponential
factor gives the fraction of molecules whose kinetic energy equals or exceeds
the activation energy. Interestingly, although this equation is his most famous
contribution to chemical kinetics, Svante Arrhenius was awarded the Nobel prize
for his “electrolytic theory of dissociation.” He was the first to propose that
compounds like salt do not merely dissolve in water, but spontaneously split
into ions—an idea so radical at the time that his doctoral thesis was
nearly rejected.
1. Idealizations:
“The
same situation that we have just called “ionization” is also found in a
chemical reaction. For instance, if two objects A and B combine
into a compound AB, then if we think about it for a while we see
that AB is what we have called an atom, B is what we call
an electron, and A is what we call an ion. With these substitutions
the equations of equilibrium are exactly the same in form: nAnB/nAB = ce−W/kT
(42.9) (Feynman et al., 1963).”
In
standard chemical kinetics, the Arrhenius equation relies on several
idealizations that simplify the complexity of molecular collisions. First, it
assumes that reactants are in thermal equilibrium with their surroundings,
so their kinetic energies follow a Maxwell-Boltzmann distribution characterized
by a single temperature T. Second, it treats the activation energy as a fixed,
temperature-independent threshold, assuming that a reaction occurs only when
molecules possess energy exceeding the energy barrier, while neglecting quantum
effects such as tunneling. Third, the prefactor A is taken
to be constant or only weakly temperature-dependent, even though in reality it
can vary significantly with molecular orientations and collision dynamics. Despite
these simplifications, the Arrhenius equation provides a remarkably accurate
empirical framework for a wide variety of "well-behaved" systems.
“This
energy is called the activation energy—the energy needed to ‘activate’
the reaction. Call A* the activation energy, the excess
energy needed in a collision in order that the reaction may really occur. Then
the rate Rf at
which A and B produce AB would involve the number
of atoms of A times the number of atoms of B, times the rate at
which a single atom would strike a certain cross section σAB, times a factor e−A*/kT which is the probability that they have enough energy: Rf = nAnBvσABe−A*/kT (Feynman et al., 1963).”
In collision theory, Feynman’s
formulation refines the prefactor by making it explicitly
dependent on the average molecular speed v, rather than treating it as a
constant. From the kinetic theory of gases, v µ ÖT, so
the collision frequency—and hence the prefactor—becomes temperature-dependent.
The Eyring–Polanyi equation develops this refinement further by showing that
the prefactor is linearly proportional to temperature. Using transition state theory,
the prefactor is expressed as kkT/h, where k is the transmission coefficient, k is the
Boltzmann constant, T is the temperature, and h is the Planck’s
constant. This model is empirically more accurate because it accounts for internal
degrees of freedom—such as molecular vibrations and rotations—revealing that as
temperature rises, the collision frequency for reactions increase even more.
2.
Approximations:
“The
interesting thing is that the rate of the reaction also varies as e−const/kT, although the constant is not the same as that which governs the
concentrations; the activation energy A∗ is quite different
from the energy W. W governs
the proportions of A, B, and AB that we have in
equilibrium, but if we want to know how fast A+B goes to AB,
that is not a question of equilibrium, and here a different energy, the
activation energy, governs the rate of reaction through an exponential
factor (Feynman et al,, 1963).”
Feynman’s statement that “activation
energy A* is quite different from the energy W” can be
misleading if it is interpreted to mean that the two are unrelated. In
fact, they are closely connected through the reaction pathway: the forward and
reverse activation energies differ precisely by the energy change W. Specifically,
the forward activation
energy is Af = A*, while the reverse
activation energy is Ab = A* + W, so that Ab - Af = W. A helpful analogy is to think of W
as the height difference between the reactants (A + B) and the product (AB), but
A* is the height of the fence you must climb to go
from reactants to products. In this theory, W determines equilibrium
proportions (how much A, B, and AB are present after a long time), whereas A* governs
the reaction rate (how fast A and B convert into AB). The molecular energies
follow the Maxwell-Boltzmann distribution—an approximation that breaks down under
non-equilibrium conditions, which can be influenced by endothermic or exothermic
energy release.
The
Arrhenius equation is a central formula in chemical kinetics that expresses
how reaction rates increase rapidly with rising temperature or lower
activation energy. While earlier studies focused on reactant
concentrations, Arrhenius (1889) showed that the effect of temperature
could be captured in a remarkably simple equation. By analyzing eight sets of
empirical data and equations, he expressed the rate constants at two
temperatures as: k(T1)
= k(T0)exp{C(T1
- T0)/T1T0},
where T0
and T1
are absolute temperatures and C is a constant characteristic of the
reaction. This expression is mathematically equivalent to the modern form k
= Aexp(-Ea/RT),
in which the constant C is related to the activation energy. Arrhenius’s
key insight was that vastly different chemical processes could all be modeled
with a common exponential equation, even though each reaction has its own
characteristic parameters that depend on its mechanism and temperature range over
which it is studied (see below).
![]() |
| (Source: Logan, 1982) |
3.
Limitations
“Or if
we put in a third kind of object it may change the rate very much; some things
produce enormous changes in rate simply by changing the A* a little
bit—they are called catalysts. A reaction might practically not
occur at all because A* is too big at the given temperature, but when
we put in this special stuff, the catalyst, then the reaction goes very fast
indeed, because A* is reduced (Feynman et al., 1963).”
While the Arrhenius equation remains a useful
framework for describing catalyzed reactions, its parameters require reinterpretation, and its apparent
simplicity can be misleading. A catalyst does not simply lower an existing
energy barrier; it introduces an alternative pathway with a reduced activation
energy. Because Ea appears in the exponential
term, even a modest decrease produces a large increase in the reaction rate—this
is the primary effect of catalysis. However, catalyzed reactions are often
multi-step mechanisms involving intermediate processes. Furthermore, the
prefactor A is not truly constant: a catalyst can influence molecular
orientation and adsorption probabilities, making A temperature-dependent. In
essence, the Arrhenius equation still provides a convenient empirical
description for catalyzed reactions, particularly over limited temperature
ranges, but a deeper understanding requires the insights of Transition State
Theory and, in some cases, quantum tunneling effect.
“The
forward rate would involve the product nAnBnC, and
it might seem that our formula is going wrong, but no! …... The law of
equilibrium, (42.9), which we first wrote down is absolutely
guaranteed to be true, no matter what the mechanism of the reaction may be!
(Feynman et al., 1963).”
It
can be misleading when Feynman suggests that the reaction-rate equation is
guaranteed to hold regardless of the reaction mechanism. The standard Arrhenius
equation is only an approximation that can
be refined into the modified form k = ATne−Ea/RT
to account for the temperature-dependence of the prefactor.
The Tn
term—typically with -1
< n < 1—expresses
how molecular speeds, collision frequencies, and orientation effects vary with
thermal energy. In logarithmic form, ln k = ln A + nln
T − Ea/RT,
this expression shows that a standard Arrhenius plot (ln k vs. 1/T)
is not strictly linear; the nln T term introduces a slight curvature, reflecting
the dynamic nature of the prefactor. Over a limited temperature ranges, this deviation
is often neglected, allowing researchers to extract an effective activation
energy from the local slope. Thus, the modified formulation makes explicit what
the simple Arrhenius equation conceals: the exponential term still represents
the statistical probability of overcoming the energy barrier, while the
prefactor includes the temperature-dependent collision frequency of the reaction
attempts.
While
the Arrhenius equation provides a useful first-order approximation for
reaction rates, it begins to break down under certain conditions. A clear
example is diffusion-limited reactions, where the activation energy is
negligible (Ea » 0).
In this limit, the reaction rate is governed by how quickly reactants can diffuse
through the medium to encounter one another. The kinetics are therefore
controlled by the physical properties of the solvent—especially the diffusion
coefficient, which depends essentially on temperature and viscosity rather than
the nature of chemical bond. Although the rate constant can still be written in
an Arrhenius-like form, the exponential term is no longer dominant; instead, the
temperature dependence is expressed in the prefactor. In short,
diffusion-limited reactions represent the opposite extreme of the classical Arrhenius
picture: rather than being barrier-limited, the kinetics are governed by
transport, more appropriately described by the Stokes-Einstein relation (To be
discussed in the next chapter).
Review Questions:
1. What are the key idealizations underlying
the Arrhenius equation for reaction rates?
2. How would you interpret Feynman’s statement that
“activation energy A* is quite different from the
energy W”?
3. To what extent do you agree with Feynman’s claim
that the reaction-rate equation is guaranteed to hold
regardless of the reaction mechanism? How would you evaluate the physical limitations
of this claim?”?
Key
Takeaways:
1. Temperature is an Exponential Accelerator
The Arrhenius equation is more than a formula, it’s
a statement about the power of the Boltzmann Distribution. Because temperature
is in the denominator of a negative exponent, even a small increase in
temperature leads to a large, non-linear rise in the number of molecules with
enough energy to react. This explains why some food spoils wihin days at room
temperature, yet can last for months in a freezer.
2. The "Constant" Prefactor is an
approximation
Although Arrhenius originally treated the prefactor
A as a constant, it is in fact a temperature-dependent variable. Even Feynman’s
refinement only partially capture this dependence. Within the Transition State
Theory, the prefactor accounts for the reaction mechanism: how fast molecules
move, how often they collide, and molecular orientations. As temperature varies,
these factors change, often producing a slight curvature in Arrhenius plots.
3. Catalysis: Work Smarter, Not Harder
A
catalyst does not increase the energy of molecules; instead, it provides an
alternative reaction pathway with a lower activation barrier. By effectively
lowering the "fence," it allows the existing thermal energy
distribution to drive reactions that would require higher temperatures. In this
sense, catalysis reveals a limitation of the simple Arrhenius picture: reaction-rate
rates are governed not only by energy barriers but also by the specific
mechanisms through which those barriers are traversed.
The
Moral of the Lesson: Vitamin C and Cancer
In
the following letter, Linus Pauling advises Richard Feynman to immediately
begin a high daily intake of vitamin C (20 g or more) for his abdominal
malignancy, while avoiding chemotherapy and sugar, emphasizing that vitamin C
works by boosting immune mechanisms and should not be stopped once started.
LINUS PAULING TO RICHARD P. FEYNMAN, JUNE 28,
1978
Dear Dick:
I have learned from Linda that you have had a
malignant tumor removed. These abdominal malignancies are serious. The 5-year
survival fraction is rather small. Chemotherapy has little value—in Britain it
is rarely used for these cancers.
I think that the best thing to do is to begin
immediately a high intake of vitamin C—20 g. per day or more. I am
corresponding with a man who had extensive abdominal cancer, and who took 60 g.
per day for 3 months. He is now much better, and is down to 35 g. per
day.
Enclosed are a couple of papers, with references to
more. Linda can tell you where to get pure ascorbic acid and sodium ascorbate
and how to take it.
Vitamin C works largely by potentiating the body’s
immune mechanisms. The cytotoxic drugs destroy them, and probably decrease the
effectiveness of the vitamin C. On the other hand, immune stimulants, such as
BCG may well be compatible with vitamin C.
It is very important not to stop the intake of
vitamin C, once you have started.
We have another paper in press in PNAS. Also,
Morishita and Murata in Japan have got similar results.
Best wishes,
Linus
P.S. Also no sugar, little meat, lots of fresh
vegetables, vegetable juice & fruit juice.
A Critical Post-Script:
While Pauling’s advocacy of vitamin C was influential,
modern oncology and pharmacokinetics point to three critical caveats.
1.
Vitamin C as a pro-oxidant:
Pauling
explains that vitamin C works largely by potentiating the body’s immune
mechanisms. In general, Vitamin C (ascorbic acid) acts primarily as a potent
antioxidant, protecting cells from free radicals and boosting immune function. However, at
sufficiently high doses (concentrations) and in the presence of catalysts or free
metal ions (such as iron or copper), it can act as a pro-oxidant, generating
reactive oxygen species. Specifically, through the Fenton reaction, it can
produce hydrogen peroxide, which may exert cytotoxic effects on cancer cells
under certain conditions.
2. Intravenous (IV) versus oral administration:
An
oral intake of 20 grams of vitamin C per day or more may be unsafe due to
gastrointestinal side effects. In contrast, many patients have received intravenous
(IV) administration of vitamin C at an average dose of 0.5 g/kg without
significant side effects. Clinical studies, such as those by Mikirova and
colleagues (2007),
have explored IV doses in the range of 5 to 25 grams, achieving pharmacological
concentrations that may enable pro-oxidant activity.
3.
The Sugar Paradox:
Pauling’s
suggestion to consume large amounts of fruit juice introduces a potential complication.
Cancer cells are “glucose-hungry”—a phenomenon often associated with the
Warburg Effect. Importantly, fruit juice can increase blood glucose, which
provides fuel for cancer cells. Thus, excessive sugar intake could counteract
efforts to deliver vitamin C effectively for cancer treatment.
Summary
Pauling was correct about the potential of vitamin
C to act as a cytotoxic agent. However, his proposed method—oral intake alongside
fruit juices—may not achieve the specific concentrations and chemical
environment required to trigger significant pro-oxidant activity within Feynman’s
tumor.
p.s. Heat destroys vitamin C; cold preserves it.
This is why prolonged cooking or high-heat processing significantly lowers the
vitamin C content in foods.
Case
Study: Manuka Honey and H. pylori
Manuka
honey is more than a natural sweetener; it has been studied for its
antibacterial activity, including against Helicobacter pylori, a microbe
associated with stomach ulcers and a leading risk factor for gastric cancer. Its
effectiveness, however, depends on how temperature influences its chemical
components.
1.
The Chemical "Ripening" (DHA to MGO)
Manuka
honey’s antibacterial strength is linked to its Non-Peroxide Activity (NPA),
primarily Methylglyoxal (MGO). Fresh nectar contains relatively lesser
MGO; instead, it forms gradually from the precursor Dihydroxyacetone (DHA) during
storage. This conversion is a temperature-dependent process: at low
temperatures, the reaction proceeds very slowly, while excessive thermal energy
can accelerate competing reactions that degrade MGO. Thus, an optimal
temperature range is required to balance formation and stability.
2.
The Thermal Breaking Point
Temperature
acts as a limiting factor for Manuka honey’s medicinal properties. While MGO is
relatively stable, other components—particularly enzymes such as Glucose oxidase—are
heat-sensitive proteins. Elevated temperature can denature these enzymes,
disrupting their structure and reducing their ability to generate additional
antibacterial agents. In this sense, excessive thermal energy can diminish the
medicinal properties of the honey.
3.
Practical Application:
To
preserve the medicinal properties of Manuka honey—whether for soothing the
throat or supporting digestive health—it is advisable to avoid high temperatures.
Adding honey to your tea or water at a “drinkable" temperature (roughly 40–50
°C) helps maintain MGO levels and protects heat-sensitive enzymes. In addition
to its chemical activity, honey also exerts osmotic effects: it is known to draw
water out of microbial cells, causing them to dehydrate and die. Together,
these mechanisms show how both chemical reactions and temperature control
determine whether Manuka honey functions as therapeutic agent or simply as a
sweetener.
References:
Feynman,
R. P. (2005). Perfectly reasonable
deviations from the Beaten track: The
letters of Richard P. Feynman (M.
Feynman, ed.). New York: Basic Books.
Feynman, R. P., Leighton, R. B., & Sands, M. (1963). The Feynman Lectures on Physics, Vol I: Mainly mechanics, radiation, and heat. Reading,
MA: Addison-Wesley.
Logan,
S. R. (1982). The origin and status of the Arrhenius equation. Journal
of Chemical Education, 59(4), 279-281.
Mikirova,
N., Casciari, J., Riordan, N., & Hunninghake, R. (2013). Clinical
experience with intravenous administration of ascorbic acid: achievable levels
in blood for different states of inflammation and disease in cancer
patients. Journal of translational medicine, 11(1),
191.
