How will changing the concentration of hydrochloric acid influence the reaction rate between calcium carbonate and hydrochloric acid? RATIONALE In chemistry, rate of reaction is defined as the speed in which a chemical reaction occurs. It can be measured as the concentration of products formed or reactants consumed within a unit of time in the reaction (Laidler, 2020). Chemical reactions are the interaction between chemicals where the reactant molecule bonds are broken, and new bonds are formed within molecules to form a new product (Anonymous, 2019). According to collision theory, bonds are broken and formed through molecules or atoms colliding with one another. Collision theory states that for a reaction to occur, molecules need to collide with sufficient energy, known as activation energy, and at the correct orientation, in order for the bonds to break (Wu, 2022). The rate of chemical reactions may differ depending on the reaction. There are many factors that may impact reaction rate, including concentration, pressure, temperature, agitation, and the presence of a catalyst (Helmenstine, 2020). Anderson (2022)’s original experiment investigated the reaction rate between calcium carbonate chips and hydrochloric acid. CaCO3 (s) + 2 HCl (aq) CaCl2 (aq) + CO2 (g) + H2O (l) The reaction rate was determined by measuring the mass loss of the reaction flask every 10 seconds over the course of a set timeframe. The mass loss was caused by the reactant molecules being converted to CO2. The original experiment used hydrochloric acid at 2M only, and therefore provides little insight on the impact of hydrochloric acid concentration on reaction rate. Thus, this experiment was modified by changing the concentration of hydrochloric acid used, to investigate whether changing the concentration of hydrochloric acid would impact the reaction rate of this experiment. According to (Key, 2019), a higher reactant concentration leads to a greater number of successful collisions within a time period, thus increasing reaction rate. This is because a higher concentration of reactant molecules means there is an increased opportunity for reactant molecules to collide, thus increasing collision frequency (Dillon, 2017). Therefore, it is hypothesised that as the concentration of hydrochloric acid increases, the reaction rate will also increase. RESEARCH QUESTION How will changing the concentration of hydrochloric acid influence the reaction rate between calcium carbonate and hydrochloric acid? MODIFICATIONS TO METHODOLOGY The original experiment by Anderson (2022) investigated the rate of calcium carbonate reacting with hydrochloric acid, as measured by the mass loss experienced every 10 seconds over the course of 5 minutes. Page 1 of 12 However, modifications were made to the methodology to accommodate the new research question. - - Measuring the mass loss (g) of the calcium carbonate and hydrochloric acid reaction /carbon dioxide with the hydrochloric acid concentrations at 0.25M, 5M, 3M, 6M, along with 2M as according to the original methodology. This modification was important as the wide range of concentrations ensured that sufficient data could be collected, so that trends, patterns, and relationships could be analysed and interpreted back to the research question. Three trials were conducted for each concentration rather than one as according to the original methodology. This modification was important in ensuring that the results were consistent and reliable. This also allowed for identification of anomalies or random errors. SAFETY & ETHICAL CONSIDERATIONS The safety considerations outlined in the original experiment were adhered to (Anderson, 2022) Additionally, there are some further safety and ethical considerations that must be adhered to in this modified experiment: Safety/Ethical Consideration Justification Exercise caution when handling/using Hydrochloric acid can be extremely hydrochloric acid. corrosive and cause severe skin burns, eye damage, and respiratory irritation (Global Safety Management, 2015). This poses a considerable risk in this experiment as the modified methodology uses HCl with concentrations of up to 6M. Ensure the appropriate safety attire is worn and rinse the affected area with water in the case of direct contact. Page 2 of 12 RAW DATA 0,7 Average Mass Loss (g) 0,6 0,5 0,4 0,3 0,2 0,1 0 -50 -0,1 0 50 100 150 200 250 300 350 Time (seconds) 0.25M 0.5M 2M 3M 6M Figure 1: A scatter plot graph showing the average mass loss (grams) over 300 seconds at different HCl concentration levels. The error bars represent the absolute uncertainty at each time of measurement. Figure 1 shows a general increase in average mass loss over time for each concentration, with the greatest total mass loss of approximately 0.61g for the 6M concentration, and the lowest total mass loss of 0g for the 0.25M concentration. This suggests that as the concentration increases, a higher average mass loss is experienced. DATA PROCESSING AND ANALYSIS The raw data was processed using Microsoft excel to calculate the average mass loss, absolute uncertainty, relative uncertainty, reaction rate for each concentration, and average rate for each concentration with error propagation. Absolute uncertainty was calculated to represent the range in which the true value is likely to be. This was used to determine the accuracy and therefore the validity of the data. Relative uncertainty was calculated from the absolute uncertainty values to put the error of a measurement into perspective, by calculating the uncertainty compared to the size of the measurement. This was used to determine the precision and therefore reliability of the results. The average mass loss, reaction rate, and average rate were calculated to graph the results for trends analysis. Page 3 of 12 Table of Sample Calculations Table 1: A table of sample calculations that display the statistical analysis techniques used in this investigation. The 2M 40 seconds data was used to demonstrate the sample calculations. Formula used Sample Calculation Concentration of Dilution (mL) C1 V1 = C2 V2 C1 V1 = C2 V2 3V1 = 2 × 50 3V1 = 100 V1 = 33.33mL Average Mass Loss (g) = 𝑥̅(2𝑀 40𝑠𝑒𝑐𝑠) = trial1 + trial2 + trial3 3 𝑥̅(2𝑀 40𝑠𝑒𝑐𝑠) = 0.04 g Absolute Uncertainty (g) =± =± 𝑥̅(𝑚𝑎𝑥̅) − 𝑥̅(𝑚𝑖𝑛) 2 = Uncertainty × 100 Average error propagation (g/s) = = Average Mass Loss Time Average rate for concentration with 0.01 × 100) mass 0.01 Total Time ± ( × 100) time Total Mass Loss ± ( 0.01 × 100 0.04 = 25% Reaction Rate (g/s) = 0.05 − 0.03 2 = ±0.01 𝑔 Relative Uncertainty (%) = 0.05 + 0.04 + 0.03 3 0.04 40 = 0.001 g/s 0.001 0.3033333 ± ( × 100) 0.3033333 = 0.001 280 ± ( × 100) 280 0.3033333 ± 0.32967 = 280 ± 0.00036 = 0.00108 ± 0.33003 Page 4 of 12 Graphs of Processed Data 0,0045 0,004 Rate of Reaction (g/s) 0,0035 0,003 0,0025 0,002 0,0015 0,001 0,0005 0 -0,0005 0 50 100 150 200 250 300 350 Time (seconds) 0.25M 0.5M 2M 3M 6M Figure 2: A scatter plot graph showing the average rate of reaction (g/s) over 300 seconds at different HCl concentration levels. No discernible trend for reaction rate over time for concentrations 0.5M or 3M can be observed in figure 2, with data points showing inconsistent fluctuations in the reaction rate over time. However, for the concentration of 6M, the graph shows a sharp increase in reaction rate from 0g/s at 0seconds to 0.0039g/s at 50 seconds, before demonstrating a more gradual increase of 0.0003g/s between 50 seconds to 100 seconds (0.0039g/s to 0.0042g/s), then gradually decreasing from 0.0042g/s at 100 seconds to 0.002g/s at 300 seconds (0.0022g/s). The 2M concentration also follows this trend, with a sharp increase from 0g/s at 0 seconds to 0.00067g/s at 10 seconds before gradually increasing to 0.0011g/s at 60 seconds (0.00043g/s), then decreasing from 0.0011g/s to 0.00051g/s at 300 seconds. (0.00059g/s). Figure 2 shows no change in reaction rate over time for 0.25M concentration. This coincides with the aforementioned collision theory that for a reaction to occur, reactant molecules need to collide with sufficient activation energy, with a higher concentration of molecules resulting in a higher change of reactant molecules colliding. As the 0.25M solution contains the lowest number of reactant molecules, there is a reduced chance of successful collisions occurring (Dillon, 2017). Table 2: Table showing the total average rate at different concentrations, and absolute uncertainty for each concentration. Table 2 shows extremely high levels of absolute uncertainty for each concentration above 0.25M, with each uncertainty value significantly greater than the average reaction rate value. For instance, the 0.5M concentration had an average rate of 0.00036 ±0.93783. Page 5 of 12 0,003 R² = 0.974 Average Rate (g/s) 0,0025 0,002 0,0015 0,001 0,0005 0 0 1 2 3 4 5 6 7 Concentration of HCl Figure 3: A scatter plot graph with a linear trend line showing the overall average rate (g/s) at different HCl concentration levels. The R2 value shows the accuracy of the fit of the trend line to the points. 1 0,8 Average Rate (g/s) 0,6 R² = 0.974 0,4 0,2 0 -0,2 0 1 2 3 4 5 6 7 -0,4 -0,6 -0,8 -1 Concentration of HCl Figure 4: Error bars applied to graph from figure 3. Analysis of Data Due to the aforementioned theory suggesting that a higher concentration results in a higher rate of reaction (Key, 2019, it was theorized that the results would show an overall increase in average rate, as the HCl concentration increased. Figure 3 supports this theory, as it demonstrates a steady increase of the average reaction rate as the HCl concentration increases, with the average rate increasing from 0g/s ±0.00033 at 0.25M to 0.0024g/s ±0.165 at 6M (0.0024g/s total). A linear trend line was applied to the data points with an R2 value of 0.9726, suggesting the trend line was a close fit for the points, and thus shows a very strong correlation between the concentration of HCl and average reaction rate. The 0.5M point and 2M point deviates slightly from the trend line, however the other points appear to fit the trend line extremely well. Page 6 of 12 Outliers were removed from the raw data for the 0.5M concentration, as highlighted in yellow in the appendices. This was because the mass loss recorded was greatly different to the other trials, for instance a mass loss of 0.3g was recorded compared to 0.01g and 0.03g at 20 seconds, and therefore was likely due to measurement error. Removing the outliers would reduce variation within the data, and therefore increase accuracy. The absolute uncertainty for each concentration were outlined using error bars, as demonstrated in figure 4. All concentrations show considerably long error bars, indicating the uncertainty of the data points are extremely high, and thus may be far from the theoretical value. The longest error bars were present at 0.5M, spanning from approximately 0.94 to -0.94g/s, which suggests that the accuracy of the data was extremely low. The shortest error bars were present at 6M, spanning from approximately 0.17 to -0.17g/s, however compared to the average rate values, as also seen in table 2, this still suggests extremely low accuracy of the data at this concentration. Significant overlap of the error bars is seen between all HCl concentrations, with the greatest overlap present for 0.5M and 2M, overlapping from suggesting that the difference in reaction rate for all concentrations, particularly between 0.5 and 2M were likely not statistically significant. However, further statistical analysis would be required to justify this. Page 7 of 12 EVALUATION Limitation Effect on reliability/validity Suggested Improvement The amount and density of May have impacted the Use of a reusable foam plug, cotton wool used to plug the amount of carbon dioxide would ensure a consistent neck of the beaker may have product able to escape from amount of product would be changed for each trial, as the the beaker for each trial, thus able to escape the beaker. investigation took place over randomly impacting the several days. reliability of the experiment. The hydrochloric This reduced the validity as concentrations were manually the calculations for the volume solutions would ensure diluted were rounded to 2 decimal utmost accuracy with places – thus the volume for concentration, thus reducing each mixture may not have systematic errors. Use of pre-diluted HCl been accurate, systematically reducing the accuracy of the molarity. The high levels of absolute uncertainty, along with the extremely long error bars as demonstrated in figure 4, are indicative of extremely low accuracy, potentially from this limitation. The mass for the scale used in This impacts the reliability as Ensure scales are calibrated one of the trials kept the scale fluctuations were beforehand to ensure they are fluctuating, suggesting that the random, thus randomly accurate. Additionally, using reading was inaccurate and impacts the reliability. Impacts the same scale for each trial inconsistent. the validity as the scale would ensure the scale masses measurements did not reflect recorded are more consistent, the true mass thus improving the precision. This may have occurred for trials with concentrations 0.5M and 3M as many fluctuations were seen for Page 8 of 12 these concentrations in the data in figures 1 and 2. As the trials were not This would have affected the conducted successively, validity of the data, as the external factors such as room external factors may have temperature were impacted the mass loss inconsistent. simultaneously with the independent variable. This is demonstrated by the outliers as seen in the raw data for 0.5M at 20 seconds, as whilst trial 1 and trial 3 experienced mass loss of 0.01g and 0.03g respectively, trial 2 experienced a mass loss of 0.3g. Suggested Extensions - - Performing the experiment with HCl concentrations exceeding 6M to investigate whether the trends identified in figure 3 will continue, or whether the reaction rate would plateau. This extension would give a greater insight in the extent that the concentration of reactants impacts reaction rate, and at what point does increasing the concentration no longer impact reaction rate. Redirecting the research question by changing the surface area of CaCO3 used. This extension would explore whether different surface areas of CaCO3 would impact the rate of reaction, and whether changing the surface area of CaCO3 would have a greater impact on the rate of reaction than changing the HCl concentration. CONCLUSION In conclusion, the data strongly supports the hypothesis that changing the concentration of HCl influences the reaction rate between CaCO3 and HCl. A positive linear trend was established between increasing HCl concentration and the average reaction rate, with a total increase of 0.0024g/s from 0.25M to 6M. This data demonstrates that changing the concentration of HCl will influence the reaction rate to a slight extent. Furthermore, the high R2 value of 0.9726 is indicative of a strong correlation between the HCl concentration and average reaction rate. However, numerous limitations are evident, such as the randomly fluctuating trends, and the extremely high absolute uncertainty values, as shown by error bars, which was likely caused by the aforementioned random and systematic errors. The methodology could be improved using the above stated improvements to improve the reliability and validity of the data. Furthermore, the aforementioned extensions provide Page 9 of 12 guidance on how the research question could be further developed, to gain a greater insight on the topic. Wordcount: 1991 Page 10 of 12 APPENDICES Page 11 of 12 BIBLIOGRAPHY Anderson, C., 2022. Reaction Rate between Marble Chips and Hydrochloric Acid measured through mass loss, Brisbane: St Margaret's Anglican Girls School. Anonymous, 2019. Chemical reactions. [online] Education.vic.gov.au. Available at: <https://www.education.vic.gov.au/school/teachers/teachingresources/disciplin e/science/continuum/Pages/chemreactions.aspx> [Accessed 16 August 2022]. Dillon, S., 2017. The Rates of Chemical Reactions. [online] Chem.fsu.edu. Available at: <https://www.chem.fsu.edu/chemlab/chm1020c/Lecture%208/01.php> [Accessed 17 August 2022]. Global Safety Management, 2015. Safety Data Sheet - Hydrochloric Acid, 6M. [online] Geneseo.edu. Available at: <https://www.geneseo.edu/sites/default/files/202203/6M%20Hydrochloric%20Acid%20SDS.pdf> [Accessed 20 August 2022]. Helmenstine, A., 2020. Factors That Affect Reaction Rate - Chemical Kinetics. [online] Science Notes and Projects. Available at: <https://sciencenotes.org/factors-that-affect-reaction-rate-chemical-kinetics/> [Accessed 20 August 2022]. Key, J., 2019. Factors that Affect the Rate of Reactions. [online] Opentextbc.ca. Available at: <https://opentextbc.ca/introductorychemistry/chapter/factorsthat-affect-the-rate-of-reactions/> [Accessed 12 August 2022]. Laidler, K., 2020. reaction rate | Facts & Formula. [online] Encyclopedia Britannica. Available at: <https://www.britannica.com/science/reaction-rate> [Accessed 14 August 2022]. Wu, S., 2022. HSC Chemistry – Collision Theory in Equilibria | Science Ready. [online] Science Ready. Available at: <https://scienceready.com.au/pages/collision-theory-in-equilibria> [Accessed 10 August 2022]. Page 12 of 12
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