12 Jun 2022

546

Does Drinking Caffeine Affect Student’s Performance on Test?

Format: APA

Academic level: College

Paper type: Statistics Report

Words: 906

Pages: 3

Downloads: 1

Introduction 

The question of whether caffeine enhances student’s performance is debatable. The researcher found the study question rather interesting and relevant because the intake of caffeine, especially among students is increasingly becoming a trend. Experts have pointed out that consuming caffeine improves the mental and physical functions because it is a stimulant (Aljaloud, 2016) . Consequently, some students believe that taking caffeine stimulates their mind and keeps them focused in class or when doing their homework, and thus it helps them do their school work well, thus boosting their performance (Champlin, Pasch & Perry, 2016) . So, this study sought to validate these beliefs and whether it is true that caffeine indeed enhances academic performance. The study population was students from Wilmington Manor Elementary School, in which a sample of 178 students was selected from a population of 355 students. The variables involved were drinking caffeine (independent variable) and student’s performance during the test (dependent variable). 

Data Collection 

Overall, quantitative data collection was used for gathering data for this research. Quantitative techniques emphasize objective measurements as well as the mathematical, numerical or statistical analysis of data gathered. The reason why quantitative data collection method was used is that it can be applied within a shorter period and it is also a very cost-effective means technique of data collection (Goldstein, 2011). Also, making a comparison of the results would be easy using this method due to the high levels of standardization which is usually applied in quantitative methods. 

It’s time to jumpstart your paper!

Delegate your assignment to our experts and they will do the rest.

Get custom essay

For this study survey method was employed to collect data. A survey method is a research method for data collection from a pre-defined group of participants to get insights and information on the topic of interest. For this study, the survey technique involved two standardized procedures of collecting data which included conducting interviews and administering questionnaires. Besides, random sampling was used, in which students were given questionnaires prepared by the researcher about the study question. 

Data Organization 

The data collected during the research was presented using tables as they can communicate information on their own because of their versatile nature. All the students selected in the sample were provided with a form containing the research questions. The first question was asking the students, “How many cups of coffee do you take per day?” This question was used to help the researchers to identify the percentage of students who know the existence of caffeine. This was to raise the confidence of the results of the research and its significance to the intended audience. The results found from the first question were as follows: 

118 out of 178 students drink 2 cups of coffee or less, where in addition 35% of the students who drink coffee drink it to help them in their studies and 42% drink it when they are stressed. The results obtained from the above survey are as recorded in the table below; 

Table 1 

Number of cups taken  Number of students 
63 
22 
25 
26 
21 
13 

The last question in the survey form was, “Does drinking caffeine affect your performance?” The question was answered according to the education level of the students selected that is to say from Grade one to twelve. The sample was divided into two, those who take caffeine and those who don’t. The results obtained from those who take caffeine are as shown in the table below; 

Table 2 

Grade  Average Test score (%) 
74 
68 
73 
68 
67 
82 
80 
78 
64 
10  72 
11  76 
12  81 

The results obtained from those who do not take caffeine are as shown in the table below; 

Table 3 

Grade  Average Test score (%) 
48 
54 
47 
46 
44 
39 
41 
40 
58 
10  52 
11  47 
12  50 

From the school records, the researchers also took the average score on various tests done by students according to the number of cups of coffee they consume per day. The results found are as recorded in the table below; 

Table 4 

Number of Cups of coffee taken  The average score on exam test 
41 
48 
54 
52 
59 
67 

Data Analysis 

A regression analysis was performed using Excel to determine the relationship between the number of cups of coffee taken by the students and their average score on the exam test they did previously. The output summary as obtained from Excel software is as follows; 

SUMMARY OUTPUT                 
                   

Regression Statistics 

               
Multiple R 

0.96036 

               
R Square 

0.922291 

               
Adjusted R Square 

0.902864 

               
Standard Error 

2.792848 

               
Observations 

               
                   
ANOVA                   
 

df 

SS 

MS 

Significance F 

       
Regression 

370.3 

370.3 

47.47436 

0.002326 

       
Residual 

31.2 

7.8 

           
Total 

401.5 

             
                   
 

Coefficients 

Standard Error 

t Stat 

P-value 

Lower 95% 

 

Upper 95% 

Lower 95.0% 

Upper 95.0% 

Intercept 

42 

2.021315 

20.77855 

3.17E-05 

36.38793 

 

47.61207 

36.38793 

47.61207 

X Variable 1 

4.6 

0.667618 

6.890164 

0.002326 

2.746394 

 

6.453606 

2.746394 

6.453606 

                   
                   
                   
RESIDUAL OUTPUT                 
                   

Observation 

Predicted Y 

Residuals 

             

42 

-1 

             

46.6 

1.4 

             

51.2 

2.8 

             

55.8 

-3.8 

             

60.4 

-1.4 

             

65 

             

From the best fit plot above, it is clear that there is a positive relationship between the number of cups of coffee drunk by the students and the average score on exam test. 

Conclusions 

Overall, the data collected supported my research question by showing that taking caffeine enhances students’ performance. By comparing the average test score of students who take caffeine with who do not take caffeine, it is evident that those who consumed caffeine performed better. Besides, from the analysis, a higher consumption of caffeine result in higher average test scores, as shown in table 4. Also, based on regression analysis and from the best fit plot above, it is clear that there is a positive relationship between the number of cups of coffee drunk by the students and the average score on exam test. The research confirmed the findings by Pettit (2011) and Lohi (2007) that caffeine enhances student performance. 

References 

Aljaloud, S. O. (2016). Use of energy drinks among college students in Saudi Arabia.  Am. J. Sports Sci 4 , 49-54. 

Champlin, S. E., Pasch, K. E., & Perry, C. L. (2016). Is the consumption of energy drinks associated with academic achievement among college students?.  The journal of primary prevention 37 (4), 345-359. 

Goldstein A., O. W. (2011). Psychotropic effects of caffeine in man. Clinical Pharmacology & Therapeutics , 489 - 497. 

Lohi, J. J. (2007). Effect of Caffeine on Simulator fight performance. Military Medicine , 982 - 987. 

Pettit M.L., D. K. (2011). Energy drink consumption, and academic performance. Journal of American College health , 335 - 341. 

Illustration
Cite this page

Select style:

Reference

StudyBounty. (2023, September 14). Does Drinking Caffeine Affect Student’s Performance on Test?.
https://studybounty.com/does-drinking-caffeine-affect-students-performance-on-test-statistics-report

illustration

Related essays

We post free essay examples for college on a regular basis. Stay in the know!

17 Sep 2023
Statistics

Scatter Diagram: How to Create a Scatter Plot in Excel

Trends in statistical data are interpreted using scatter diagrams. A scatter diagram presents each data point in two coordinates. The first point of data representation is done in correlation to the x-axis while the...

Words: 317

Pages: 2

Views: 186

17 Sep 2023
Statistics

Calculating and Reporting Healthcare Statistics

10\. The denominator is usually calculated using the formula: No. of available beds x No. of days 50 bed x 1 day =50 11\. Percentage Occupancy is calculated as: = =86.0% 12\. Percentage Occupancy is calculated...

Words: 133

Pages: 1

Views: 150

17 Sep 2023
Statistics

Survival Rate for COVID-19 Patients: A Comparative Analysis

Null: There is no difference in the survival rate of COVID-19 patients in tropical countries compared to temperate countries. Alternative: There is a difference in the survival rate of COVID-19 patients in tropical...

Words: 255

Pages: 1

Views: 250

17 Sep 2023
Statistics

5 Types of Regression Models You Should Know

Theobald et al. (2019) explore the appropriateness of various types of regression models. Despite the importance of regression in testing hypotheses, the authors were concerned that linear regression is used without...

Words: 543

Pages: 2

Views: 174

17 Sep 2023
Statistics

The Motion Picture Industry - A Comprehensive Overview

The motion picture industry is among some of the best performing industries in the country. Having over fifty major films produced each year with different performances, it is necessary to determine the success of a...

Words: 464

Pages: 2

Views: 86

17 Sep 2023
Statistics

Spearman's Rank Correlation Coefficient (Spearman's Rho)

The Spearman’s rank coefficient, sometimes called Spearman’s rho is widely used in statistics. It is a nonparametric concept used to measure statistical dependence between two variables. It employs the use of a...

Words: 590

Pages: 2

Views: 308

illustration

Running out of time?

Entrust your assignment to proficient writers and receive TOP-quality paper before the deadline is over.

Illustration