Chemistry / Spectrophotometric pKa Determination
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LABORATORY 39 · NATURAL SCIENCES

Spectrophotometric pKa Determination lab report

A worked spectrophotometric pka determination lab report with gravimetric data tables, linear regression graphs, calculations, uncertainty and conclusions.

WORKED EXAMPLE · QUANTITATIVE OBSERVATIONS

A complete example laboratory report.

Simulated demonstration data.

This report illustrates formal analytical gravimetry, volumetric calibrations, and linear regression analysis. Replace its observations with your own experimental telemetry when preparing a practical submission.

Student: __________________Student ID: __________________Course: __________________Date: __________________Partner: __________________Instructor: __________________

1. Title and aim

Spectrophotometric Determination of Weak Acid Dissociation Constant (pKa). Determine the thermodynamic acid dissociation constant (pKa) and standard Gibbs free energy of ionization of Bromothymol Blue indicator by precision spectrophotometric absorbance measurements at 616 nm across buffered solutions from pH 6.20 to 7.70 at 25.0 °C.

2. Abstract

The thermodynamic acid dissociation constant (pKa) and ionization energetics of Bromothymol Blue (BTB) indicator were determined at 25.00 ± 0.02 °C using precision dual-beam UV-Vis spectrophotometry across six 0.100 M phosphate buffer solutions from pH 6.20 to 7.70. Limiting optical absorbances of the pure protonated yellow acid (HIn, λ_max = 430 nm) and pure deprotonated blue conjugate base (In⁻, λ_max = 616 nm) were established at 616.0 nm in 0.10 M HCl (A_acid = 0.040 ± 0.002 AU) and 0.10 M NaOH (A_base = 0.960 ± 0.002 AU) in matched 10.00 mm quartz cuvettes. Across the buffer transition series, steady-state absorbances at 616.0 nm increased systematically from 0.143 AU at pH 6.20 to 0.775 AU at pH 7.70, reflecting the stoichiometric interconversion between conjugate acid and base forms. Spectral scanning from 350 to 700 nm revealed an invariant isosbestic point at λ_iso = 498.0 nm with constant absorbance A_iso = 0.320 AU, providing definitive spectroscopic confirmation of a clean two-state equilibrium devoid of intermediate aggregates or photochemical decomposition. Ordinary least-squares linear regression of solution pH against the logarithmic ionization ratio log₁₀[(A − A_acid)/(A_base − A)] yielded an empirical slope of m = 1.0012 (matching theoretical unity within 0.12%) and a Y-intercept of b = pKa = 7.100 with an ideal coefficient of determination R² = 1.000000. The extracted thermodynamic acid dissociation constant Ka = 7.94 × 10⁻⁸ mol·L⁻¹ (pKa = 7.100 ± 0.005) corresponds to a standard Gibbs free energy of dissociation ΔG° = +40.53 kJ·mol⁻¹, showing exact agreement with authoritative physical chemistry literature benchmarks (percentage difference = 0.0003%).

3. Apparatus and fixed settings

4. Theory and graph choice

Acid-base indicators are weak organic acids whose protonated conjugate acid form (HIn) and unprotonated conjugate base form (In⁻) possess distinctly different electronic structures and absorption spectra. The position of the indicator equilibrium, HIn ⇌ H⁺ + In⁻, is governed by the thermodynamic acid dissociation constant Ka = [H⁺][In⁻]/[HIn], or in logarithmic form by the Henderson-Hasselbalch equation: pH = pKa + log₁₀([In⁻]/[HIn]). Spectrophotometry provides an exceptionally elegant and precise metrological technique for determining pKa: by monitoring the absorbance at the absorption maximum of the basic form (λ_max = 616 nm for Bromothymol Blue) across a series of calibrated buffer solutions, the fractional ionization is quantified without perturbing the chemical equilibrium. Multi-point linear regression of pH versus log₁₀[(A - A_acid)/(A_base - A)] yields the thermodynamic pKa as the Y-intercept and confirms theoretical unity slope with sub-0.1% accuracy.

\text{pH} = 1.0000 \cdot \log\left(\frac{A - A_{\text{acid}}}{A_{\text{base}} - A}\right) + pK_a \implies pK_a = 7.100 \implies K_a = 7.94 \times 10^{-8}\text{ M}

The primary analytical visualization models the linearized Henderson-Hasselbalch equation: pH = m · log₁₀[(A − A_acid) / (A_base − A)] + pKa, where solution pH serves as the dependent variable on the ordinate (Y-axis) and the logarithmic ionization ratio log₁₀([In⁻]/[HIn]) represents the independent variable on the abscissa (X-axis). This coordinate representation is derived directly from the fundamental definition of the acid dissociation constant Ka = [H⁺][In⁻]/[HIn] combined with Beer-Lambert additivity: A = A_acid·(1 − α) + A_base·α. Under this linear formulation, an ideal monoprotic weak acid must produce a straight line with a theoretical slope of exactly m = 1.0000. Plotting pH versus log₁₀[(A − A_acid)/(A_base − A)] across six discrete buffer coordinates confirms exceptional linear adherence (R² = 1.000000). The empirical Y-intercept at log₁₀([In⁻]/[HIn]) = 0 (where [In⁻] = [HIn] = 50% speciation) directly isolates the acid dissociation constant pKa = 7.100, completely immune to single-point photometric noise or baseline drift.

5. Method

  1. Power on the dual-beam UV-Vis spectrophotometer and allow deuterium/tungsten lamp sources to warm up for 30 minutes to achieve photometric baseline stability. Set the monochromator to 616.0 nm with a 1.0 nm spectral bandwidth. Verify wavelength calibration using the 656.1 nm deuterium emission line.
  2. Prepare strongly acidic (0.10 M HCl) and strongly alkaline (0.10 M NaOH) standard solutions containing identical total indicator concentration (4.00 × 10⁻⁵ M BTB). Measure the limiting absorbance of pure protonated yellow acid (A_acid = 0.040 AU at pH 1.0) and pure deprotonated blue base (A_base = 0.960 AU at pH 12.0) at 616.0 nm against a deionized water blank.
  3. Formulate a series of six 0.100 M phosphate buffer solutions spanning the pH transition range (pH 6.20, 6.50, 6.80, 7.10, 7.40, and 7.70). Calibrate the combined glass electrode with certified pH 4.01 and 7.00 buffers at 25.00 °C. Measure and record the exact equilibrium pH of each buffer solution to ±0.01 pH units.
  4. Transfer exactly 2.00 mL of 1.00 × 10⁻³ M stock Bromothymol Blue into each 50.00 mL volumetric flask, dilute to the mark with the respective phosphate buffer, and invert twenty times to ensure thorough homogenization. Place the flasks in the 25.00 °C water bath for 15 minutes to establish complete thermodynamic equilibrium.
  5. Rinse the sample quartz cuvette twice with the buffered indicator solution, then fill to 80% capacity. Wipe the exterior optical windows with lint-free lens paper, inspect for microbubbles or dust, and insert into the sample beam holder. Insert the matched buffer blank into the reference beam and record the steady-state absorbance A₆₁₆ to three decimal places.
  6. Repeat the spectrophotometric measurement across all six buffered indicator solutions in ascending order of pH. Compute the ionization ratio [In⁻]/[HIn] = (A - A_acid)/(A_base - A) and its logarithm for each solution. Perform ordinary least-squares regression of pH versus log([In⁻]/[HIn]) to extract the acid dissociation constant pKa from the intercept and verify theoretical unity slope.

6. Observations and calculation table

All gravimetric observations were recorded using a calibrated 4-decimal electronic analytical balance enclosed within a draft shield chamber. Volumetric aliquots were dispensed from a Class A burette. Residuals are computed relative to the ordinary least-squares regression line.

Table 1. Seven simulated gravimetric observations; x and y represent dispensed volume and net mass metrics.
No.Buffer Solution pH (pH)Absorbance at 616 nm (A₆₁₆) (AU)log([In⁻]/[HIn])Buffer Solution pHFitted y (g)Residual (g)
16.20.1430-0.89906.20006.19990.0001
26.50.2250-0.59906.50006.5003-0.0003
36.80.3470-0.30006.80006.79960.0004
47.10.50000.00007.10007.1000-0.0000
57.40.65300.30007.40007.4004-0.0004
67.70.77500.59907.70007.69980.0002

Download the sample observations (CSV) ↓

7. Worked calculation for one observation

1. Spectrophotometric Absorption Coordinates & Equilibrium Parameters at 25.00 °C: Buffer solution equilibrium pH: pH = 6.20 (measured with combined glass electrode calibrated against NIST buffers). Analytical wavelength: λ_max = 616.0 nm (absorption band of deprotonated blue conjugate base In⁻). Measured steady-state absorbance: A_616 = 0.143 AU (in matched 10.00 mm quartz cuvette against buffer blank). Limiting absorbance of pure acid form (pH 1.0 in 0.10 M HCl): A_acid = 0.040 AU. Limiting absorbance of pure base form (pH 12.0 in 0.10 M NaOH): A_base = 0.960 AU. Total absorbance span: ΔA_max = A_base − A_acid = 0.920 AU. 2. Speciation Breakdown via Beer-Lambert Additivity: Apparent fractional conversion to base: α = (A − A_acid) / (A_base − A_acid) = (0.143 − 0.040) / 0.920 = 0.1120 (11.20% In⁻). Fraction remaining in acid form: 1 − α = 0.8880 (88.80% HIn). Base-to-acid concentration ratio: [In⁻] / [HIn] = (A − A_acid) / (A_base − A) = (0.143 − 0.040) / (0.960 − 0.143) = 0.103 / 0.817 = 0.1261. Logarithmic ionization coordinate (X-axis metric): x = log₁₀([In⁻] / [HIn]) = log₁₀(0.1261) = -0.899. 3. Henderson-Hasselbalch Single-Point Estimation: Henderson-Hasselbalch formulation: pH = pKa + log₁₀([In⁻] / [HIn]) ⇒ pKa = pH − log₁₀([In⁻] / [HIn]). Apparent single-point pKa: pKa = 6.20 − (-0.899) = 7.099. 4. Multi-Point Linear Regression & Thermodynamic Free Energy: Ordinary least-squares regression across six buffer coordinates (pH 6.20 to 7.70) yields: Slope m = 1.00124 (verifying theoretical Nernstian unit slope within 0.12%) and Y-intercept b = pKa = 7.10002 with R² = 0.9999997. Thermodynamic acid dissociation constant: Ka = 10^(−7.100) = 7.94 × 10⁻⁸ mol·L⁻¹. Standard Gibbs free energy of ionization: ΔG° = 2.302585 · R · T · pKa = 2.302585 × 8.31446 × 298.15 × 7.100 = 40.53 kJ·mol⁻¹.

8. Graph, gradient and final calculation

6.0-1.16.5-0.67.0-0.17.40.37.90.8log([In⁻]/[HIn])Buffer Solution pHV = 6.2 mL, m = 0.143 gV = 6.5 mL, m = 0.225 gV = 6.8 mL, m = 0.347 gV = 7.1 mL, m = 0.5 gV = 7.4 mL, m = 0.653 gV = 7.7 mL, m = 0.775 g

Circular markers represent empirical gravimetric observations. The solid line represents the ordinary least-squares linear regression fit.

x̄ = -0.1498 mL; ȳ = 6.9500 g
Σ(x − x̄)² = 1.5711 mL²
Σ(x − x̄)(y − ȳ) = 1.5731 g·mL
m = Σ(x − x̄)(y − ȳ) / Σ(x − x̄)² = 1.00123936 g/mL
b = ȳ − mx̄ = 7.10001903 g
Henderson-Hasselbalch Fit: pH = 1.0012·log([In⁻]/[HIn]) + 7.100; Acid Dissociation Exponent pKa = 7.100; Ka = 7.94 × 10⁻⁸ M

9. Uncertainty and comparison

Percentage difference = |estimate − theoretical value| / |theoretical value| × 100 = 0.0003%.

For n = 7 gravimetric observations, Σresidual² = 4.2009e-07; s² = Σresidual²/(n − 2). Gradient standard error = √[s²/Σ(x − x̄)²] = 2.5855e-04. Intercept standard error = √[s²(1/n + x̄²/Σ(x − x̄)²)] = 1.3786e-04.

Propagating the fit parameters yields an experimental density standard error of 1.3786e-04 , with an ideal coefficient of determination R² = 1.000000.

In the high-precision determination of weak acid dissociation constants via dual-beam UV-Vis spectrophotometry, metrological uncertainties and physical boundary conditions are rigorously quantified across photometric, potentiometric, volumetric, thermal, and ionic strength domains: (1) Photometric Accuracy & Stray Light Elimination: The double-beam spectrophotometer with blazed holographic grating possesses a certified photometric accuracy of ±0.002 AU and stray radiant energy < 0.01% T at 616 nm. For sample absorbances between 0.143 AU and 0.775 AU (corresponding to transmittances between 72% and 17%), optical noise falls strictly within the optimal Twyman-Lothian precision window, minimizing photometric transmittance error dT/T to < 0.3%. (2) Quartz Cuvette Path Length & Window Matching: Matched 1.000 cm quartz cuvettes are certified to 10.00 ± 0.01 mm internal optical path length (relative uncertainty u(b)/b = 0.10%). Cuvette window optical transmission matching against deionized water is verified to ±0.001 AU prior to every trial, eliminating path-length disparity and reflection artifacts. (3) Potentiometric pH Measurement & Liquid Junction Potential: The combined glass-reference electrode is calibrated using traceable NIST buffers (pH 4.01, 7.00, and 10.01) at 25.00 °C. The standard uncertainty of equilibrium pH readings is u(pH) = ±0.010. Liquid junction potentials between the 3 M KCl filling solution and the 0.100 M phosphate test buffers are suppressed by using an equi-transferent ceramic diaphragm junction. (4) Constant Ionic Strength & Activity Coefficient Invariance: All buffer solutions are formulated with constant total ionic strength I = 0.100 M (using NaH₂PO₄ / Na₂HPO₄ / NaCl). According to the extended Debye-Hückel limiting law, maintaining unvarying ionic strength fixes the activity coefficient ratio (γ_H⁺ · γ_In⁻ / γ_HIn), ensuring that the apparent mixed ionization constant remains completely stationary across the titration curve. (5) Multi-Point Least-Squares Regression & Uncertainty Propagation: Ordinary least-squares regression of pH versus log([In⁻]/[HIn]) across six discrete buffer coordinates yields an empirical slope m = 1.0012 ± 0.0003 (unitless) and an intercept b = 7.1000 ± 0.0001 with an ideal coefficient of determination R² = 0.9999997. Propagating the combined uncertainties u(pH), u(A), u(A_acid), and u(A_base) yields an expanded uncertainty for the acid dissociation constant of U(pKa) = ±0.010 at the 95% confidence level (coverage factor k = 2), demonstrating extraordinary concordance with the authoritative literature benchmark (7.100 ± 0.010).

10. Result and discussion

7.100 = 7.100
CIPM standard reference value: 7.100

The spectrophotometric investigation provides comprehensive insight into acid-base thermodynamics, optical chromophore mechanics, and solution speciation equilibria. The profound spectral shift exhibited by Bromothymol Blue—transitioning from vibrant yellow at pH < 6 to deep cobalt blue at pH > 8—originates in the electronic reorganization of the sulfonephthalein dye framework. In strongly acidic medium, the indicator exists predominantly as the neutral or monoanionic sultone/phenol form (HIn), wherein the central carbon atom participates in a strained three-ring system with localized π-electron density, giving rise to an absorption maximum at 430 nm in the high-energy blue-violet region. Deprotonation of the phenolic hydroxyl group at neutral to alkaline pH induces spontaneous cleavage of the sultone ring, generating a planar, fully conjugated quinoid dianion (In⁻). The extensive π-electron delocalization across the entire triphenylmethane skeleton dramatically lowers the energy gap between highest occupied molecular orbital (HOMO) and lowest unoccupied molecular orbital (LUMO), red-shifting the absorption band to λ_max = 616 nm with an intense molar absorptivity ε_base ≈ 24,000 L·mol⁻¹·cm⁻¹. The presence of an invariant isosbestic point at λ_iso = 498.0 nm (A_iso = 0.320 AU) across all six buffer solutions provides rigorous spectroscopic proof that only two absorbing chemical species participate in the equilibrium. According to Beer's law for a multi-component system, an isosbestic point occurs if and only if the molar absorptivities of both conjugate forms are exactly identical: ε_HIn(λ_iso) = ε_In⁻(λ_iso). Any side reactions, such as indicator dimerization, micellar encapsulation, or photo-oxidation, would destroy the sharp intersection and cause spectral smearing. The multi-point linear regression verified the theoretical Henderson-Hasselbalch slope to within 0.12% (empirical slope m = 1.0012 vs 1.0000). This near-perfect adherence proves that Bromothymol Blue behaves as an ideal monoprotic weak acid under the experimental ionic conditions (I = 0.100 M). At the inflection midpoint (pH = pKa = 7.100), the measured absorbance A = 0.500 AU matches the exact arithmetic mean of the limiting absorbances: A_half = (A_acid + A_base) / 2 = (0.040 + 0.960) / 2 = 0.500 AU, confirming equal speciation [In⁻] = [HIn] = 50.0%. The extracted thermodynamic constant pKa = 7.100 ± 0.005 corresponds to an ionization equilibrium constant Ka = 7.94 × 10⁻⁸ mol·L⁻¹ and standard Gibbs free energy of dissociation ΔG° = +40.53 kJ·mol⁻¹. The positive sign of ΔG° reflects the non-spontaneous standard state dissociation, dictated by the electrostatic work required to separate the proton from the divalent quinoid core and the substantial entropic ordering of water dipoles (electrostriction) around the newly generated ionic charges.

11. Precautions and limitations

["Spectrophotometric pKa determination assumes strict adherence to Beer-Lambert's law and ideal two-state chemical equilibrium.", 'Total indicator concentration must remain in the range 10⁻⁵ to 10⁻⁴ M to prevent self-buffering and dye dimerization.', 'Secondary ionic strength variations modulate activity coefficients; constant ionic strength (I = 0.100 M) is required to maintain constant apparent pKa.'] The spectrophotometric model evaluates Bromothymol Blue (BTB) at λ = 616 nm across six buffer solutions from pH 6.20 to 7.70 at 25.00 °C. The limiting absorbances are A_acid = 0.040 AU (in 0.10 M HCl) and A_base = 0.960 AU (in 0.10 M NaOH). At intermediate pH, the speciation ratio is [In⁻]/[HIn] = (A - A_acid)/(A_base - A) = 10^(pH - 7.100). The measured absorbances are [0.143, 0.225, 0.347, 0.500, 0.653, 0.775] AU, corresponding to log ratios [-0.899, -0.599, -0.300, 0.000, 0.300, 0.599]. Linear least-squares regression yields an empirical slope m = 1.00124 (unitless) and Y-intercept b = pKa = 7.10002 with R² = 0.9999997, isolating an experimental pKa = 7.100 ± 0.005 and Ka = 7.94 × 10⁻⁸ M (difference = 0.0003% from literature benchmark 7.100), with standard Gibbs free energy of dissociation ΔG° = +40.53 kJ·mol⁻¹.

12. Conclusion

The thermodynamic acid dissociation constant of Bromothymol Blue indicator in 0.100 M phosphate buffer at 25.00 °C was successfully determined as pKa = 7.100 ± 0.005 (Ka = 7.94 × 10⁻⁸ mol·L⁻¹) using dual-beam UV-Vis spectrophotometry at 616.0 nm. The experimental data adhered rigorously to the linearized Henderson-Hasselbalch equation (R² = 1.000000) across the pH range 6.20 to 7.70, with an empirical slope m = 1.0012 confirming theoretical unity. A sharp isosbestic point at 498.0 nm validated ideal two-component equilibrium. The extracted pKa agrees with accepted literature benchmarks within 0.0003% relative deviation, establishing an authoritative laboratory demonstration of spectrophotometric equilibrium analysis.