The Consumption of Caffeine-Containing Products to Enhance Sports Performance: An Application of an Extended Model of the Theory of Planned Behavior
Abstract
:1. Introduction
2. Literature Review
2.1. Caffeine in Sports
2.1.1. Caffeine Consumption and Its Effects on Sport Performance
2.1.2. Caffeine Permissibility and Doping
2.2. Sports Nutrition Market
2.3. Consumers’ Behavior Towards Caffeine-Containing Products
3. Theoretical Framework
4. Materials and Methods
4.1. Data Gathering
4.2. Data Elaboration
4.3. Sample
5. Results
5.1. Consumers’ Caffeine Consumption Habits and Motives
5.2. Consumers’ Intention to Consume Caffeine-Containing Products to Enhance Sport Performance
5.3. Market Strategies for Caffeine-Containing Products to Enhance Sport Performance
6. Discussion
7. Conclusions
7.1. Managerial Implications
7.2. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Questionnaire Item | Literature References |
---|---|
Section 1—Caffeine Consumption Habits and Physical Activity | |
Types of caffeine-containing products consumption | [16] |
Caffeine consumption and purchasing motives | [11] |
Frequency of the physical activity | Self-developed |
Types of sports | [16] |
Section 2—Caffeine for sports performance: an application of the TPB | |
Opinion on caffeine | Self-developed |
EFSA opinion about caffeine for sports performance | [15] |
Behavioral Intention items | [43] |
Utilitarian drivers | Self-developed |
Perceived Behavioral Control items | [43,47] |
Subjective Norms items | [42,47] |
Section 3—Marketing information about the product | |
Caffeine effects on sport performance | [16,48] |
Product formats | [31,32] |
Favorite retail channel | [31] |
Favorite purchasing advisors | [49] |
Section 4—Socio-economic data | |
Age | Self-developed |
Gender | Self-developed |
Level of education | Self-developed |
Characteristics | Types | % |
---|---|---|
Gender | Men | 49.4 |
Women | 50.2 | |
Other | 0.4 | |
Total | 100 | |
Age | Mean ± s.d. (years of age) | 28.8 ± 10.9 |
Level of Education | Primary school | 0 |
Middle-school | 4.2 | |
High-school | 41.9 | |
Bachelor-Master degree | 44.9 | |
PhD | 9.1 | |
Total | 100 | |
Frequency of Physical Activity | Never | 4.3 |
Less than once/week | 15.0 | |
Once a week | 17.0 | |
More than once/week | 49.8 | |
Every day | 13.8 | |
Total | 100 |
Coffee | Tea | Chocolate | Soft Drinks | Energy Drinks | |
---|---|---|---|---|---|
Never | 10.5 | 26 | 25.8 | 26.3 | 81.4 |
Less once/day | 14.7 | 54.3 | 56.8 | 64.7 | 17.8 |
1/day | 15.0 | 16.2 | 12.5 | 6.4 | 0.4 |
2/day | 30.1 | 1.5 | 4.2 | 1.5 | 0.4 |
3/day | 19.9 | 1.1 | 0.4 | 0.4 | 0 |
4/day | 6.4 | 0.4 | 0 | 0 | 0 |
5/day or more | 3.4 | 0.4 | 0.4 | 0.8 | 0 |
Total | 100 | 100 | 100 | 100 | 100 |
Mean | |
---|---|
I like the taste of products with caffeine | 4.82 |
Caffeine supplies me with mental energy | 4.42 |
I have the habit of consuming caffeine | 4.15 |
Caffeine supplies me with physical energy | 4.00 |
Caffeine puts me in a better mood | 3.46 |
Caffeine reduces some symptoms | 2.72 |
Caffeine helps me socialize | 2.57 |
Constructs and Items | Mean Value | Standard Deviation |
---|---|---|
Behavioral Intention (INT) | 4.22 | 1.53 |
I might be interested in buying caffeine-containing products to enhance my sports performance | 3.82 | 1.51 |
I might be interested in consuming caffeine-containing products to enhance my sports performance | 3.85 | 1.52 |
I might be interested in consuming caffeine-containing products to enhance my sports performance if I am sure they work | 4.31 | 1.57 |
I might be interested in consuming caffeine-containing products to enhance my sports performance if I know they are safe and tested | 4.83 | 1.53 |
I might be interested in consuming caffeine-containing products to enhance my sports performance if I can afford them | 4.28 | 1.52 |
Attitude (ATT) | 3.26 | 1.3 |
Consuming caffeine-containing products is a good way to enhance sports performance for people who practice physical activity | 4.02 | 1.29 |
People practicing physical activity need caffeine-containing products to enhance sports performance | 3.30 | 1.32 |
People practicing physical activity need caffeine-containing products for health and wellbeing reasons | 3.04 | 1.21 |
Caffeine-containing products work because they are consumed by people practicing physical activity | 2.68 | 1.38 |
Perceived Behavioral Control (PBC) | 4.87 | 1.36 |
Consuming caffeine-containing products is completely under my control | 5.51 | 1.53 |
I am able to consume caffeine-containing products if I want to | 5.81 | 1.23 |
Consuming caffeine-containing products makes me feel like I am taking care of my physical performance | 3.34 | 1.40 |
Consuming caffeine-containing products is easy for me | 4.81 | 1.28 |
I can consume caffeine-containing products from now on if I want to | 4.88 | 1.37 |
Subjective Norms (SN) | 3.65 | 1.24 |
My personal trainer would support the use of caffeine-containing products to enhance sports performance | 3.79 | 1.14 |
My family would support the use of caffeine-containing products to enhance sports performance | 3.39 | 1.28 |
My teammates would support the use of caffeine-containing products to enhance sports performance | 4 | 1.32 |
My doctor would support the use of caffeine-containing products to enhance sports performance | 3.36 | 1.27 |
Many people who are important to me would support the use of caffeine-containing products to enhance sports performance | 3.71 | 1.2 |
Utilitarian Drivers (UD) | 4.92 | 1.23 |
Caffeine-containing products should be easily available. | 4.59 | 1.31 |
Caffeine-containing products should be easy to take. | 4.84 | 1.17 |
Caffeine-containing products should taste good. | 5.28 | 1.33 |
Caffeine-containing products should be affordable. | 5 | 1.12 |
Construct | N of Items | Cronbach’s Alpha | Skewness | SE | Kurtosis | SE |
---|---|---|---|---|---|---|
Behavioral Intention | 5 | 0.92 | −0.721 | 0.149 | −0.177 | 0.297 |
Attitude | 4 | 0.79 | −0.350 | 0.149 | −0.465 | 0.297 |
Perceived Behavioral Control | 5 | 0.71 | −0.870 | 0.150 | 1.826 | 0.299 |
Subjective Norms | 5 | 0.89 | −0.679 | 0.150 | 0.411 | 0.298 |
Utilitarian Drivers | 4 | 0.81 | −0.510 | 0.150 | 1.250 | 0.298 |
Unstandardized Coefficient | Standardized Coefficients | t | Sig. | 95.0% Confidence Interval for B | Multi-Collinearity Statistics | ||||
---|---|---|---|---|---|---|---|---|---|
B | Std.Error | Beta | Lower Bound | Upper Bound | Tolerance | VIF | |||
(Constant) | −0.48 | 0.409 | −0.116 | 0.908 | −0.853 | 0.758 | |||
ATT | 0.216 | 0.080 | 0.163 | 2.686 | 0.008 * | 0.058 | 0.374 | 0.666 | 1.502 |
SN | 0.379 | 0.077 | 0.292 | 4.914 | 0.000 * | 0.227 | 0.531 | 0.695 | 1.439 |
PCB | 0.067 | 0.087 | 0.046 | 0.775 | 0.439 | −0.103 | 0.238 | 0.686 | 1.458 |
UD | 0.375 | 0.081 | 0.275 | 4.663 | 0.000 * | 0.217 | 0.534 | 0.708 | 1.412 |
Model | R | R Square | Adjusted R Square | Std. Error of the Estimate | |
---|---|---|---|---|---|
1 | 0.596 | 0.355 | 0.346 | 1.0766 | |
Model | Sum of Squares | df | Mean Square | F | Sig. |
1 Regression | 167.466 | 4 | 41.866 1.159 | 36.121 | 0.000 |
Residual | 303.674 | 262 | |||
Total | 471.140 | 266 |
Specific Effects | Mean | Standard Deviation |
---|---|---|
Better neuromuscular coordination | 5.07 | 1.52 |
Reflexes improvement | 4.87 | 1.57 |
Increase of the accuracy | 4.85 | 1.53 |
Increase of the speed | 4.76 | 1.51 |
Fatigue reduction | 4.71 | 1.63 |
Better control of the sports equipment | 4.68 | 1.57 |
Product Formats | N° of Responses | % of Responses | % on the Sample |
---|---|---|---|
Energy bars | 117 | 26.8 | 46.5 |
Soluble powders | 21 | 4.8 | 7.8 |
Ready to drink products (energy-shots) | 87 | 19.9 | 32.4 |
Pills | 30 | 6.9 | 11.1 |
Chewing-gum | 32 | 7.3 | 11.9 |
Common food and drinks | 127 | 29.1 | 47.4 |
Gels | 23 | 5.3 | 8.6 |
Total | 437 | 100 |
Retail Channels | N° of Responses | % of Responses | % of the Sample |
---|---|---|---|
Supermarkets | 187 | 39.3 | 69.7 |
Sports supermarkets | 46 | 9.7 | 17.1 |
Specialized shops | 58 | 12.2 | 21.6 |
Pharmacies | 89 | 18.7 | 33.2 |
Gyms | 27 | 5.7 | 10 |
Online | 69 | 14.5 | 25.7 |
Total | 476 | 100 | |
Purchasing Advisors | N° of Responses | % of Responses | % of the Sample |
Dietician | 165 | 42.6 | 61.5 |
Personal trainer | 159 | 41.1 | 59.3 |
Web | 14 | 3.6 | 5.2 |
Friends | 20 | 5.2 | 7.5 |
Other | 29 | 7.5 | 10.8 |
Total | 387 | 100 |
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Samoggia, A.; Rezzaghi, T. The Consumption of Caffeine-Containing Products to Enhance Sports Performance: An Application of an Extended Model of the Theory of Planned Behavior. Nutrients 2021, 13, 344. https://doi.org/10.3390/nu13020344
Samoggia A, Rezzaghi T. The Consumption of Caffeine-Containing Products to Enhance Sports Performance: An Application of an Extended Model of the Theory of Planned Behavior. Nutrients. 2021; 13(2):344. https://doi.org/10.3390/nu13020344
Chicago/Turabian StyleSamoggia, Antonella, and Tommaso Rezzaghi. 2021. "The Consumption of Caffeine-Containing Products to Enhance Sports Performance: An Application of an Extended Model of the Theory of Planned Behavior" Nutrients 13, no. 2: 344. https://doi.org/10.3390/nu13020344
APA StyleSamoggia, A., & Rezzaghi, T. (2021). The Consumption of Caffeine-Containing Products to Enhance Sports Performance: An Application of an Extended Model of the Theory of Planned Behavior. Nutrients, 13(2), 344. https://doi.org/10.3390/nu13020344