The Impact of Health Consciousness and Environmental Awareness on Sports Enthusiasts’ Purchase Intentions for Sustainable Sports Products
Abstract
:1. Introduction
2. Theoretical Analysis and Research Hypotheses
2.1. Theory of Planned Behavior
2.2. Health Consciousness
2.3. Environmental Awareness
2.4. Extended Theory of Planned Behavior Model
3. Research Methods
3.1. Data Collection
3.2. Measurement
4. Data Analysis and Results
4.1. Reliability and Validity Testing
4.2. Structural Model and Hypothesis Testing
4.3. Mediation Effect Analysis
5. Conclusions
5.1. Key Findings and Discussion
5.2. Research Significance
5.3. Limitations and Future Research Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Category | Number | Percentage (%) |
---|---|---|---|
Gender | Male | 215 | 52.8 |
Female | 192 | 47.2 | |
Age | 18–25 | 114 | 28.0 |
26–35 | 182 | 44.7 | |
36–45 | 73 | 17.9 | |
>45 | 38 | 9.3 | |
Educational level | High school or below | 32 | 7.9 |
Junior college | 94 | 23.1 | |
Undergraduate degree | 214 | 52.6 | |
Master’s degree or above | 67 | 16.5 | |
Occupation | Student/teacher | 103 | 25.3 |
Public institution/servant | 56 | 13.8 | |
Company employee/manager | 188 | 46.2 | |
Freelancer/self-employed | 47 | 11.5 | |
Other | 13 | 3.2 | |
Monthly income (CNY) | <5000 | 92 | 22.6 |
5000–8000 | 128 | 31.4 | |
8000–12,000 | 110 | 27.0 | |
>12,000 | 77 | 18.9 | |
Weekly exercise frequency | 1 time | 62 | 15.2 |
2–3 times | 196 | 48.2 | |
4–5 times | 99 | 24.3 | |
>5 times | 50 | 12.3 | |
Main exercise type | Running | 102 | 25.1 |
Fitness (e.g., strength training, yoga) | 95 | 23.3 | |
Ball sports (e.g., basketball, soccer) | 124 | 30.5 | |
Outdoor sports (e.g., hiking, cycling) | 61 | 15.0 | |
Water sports (e.g., swimming, rowing) | 19 | 4.7 | |
Other | 6 | 1.5 | |
Average exercise duration | <30 min | 72 | 17.7 |
30 min–1 h | 216 | 53.1 | |
>1 h | 119 | 29.2 |
Variable | Measurement Items | References | |
---|---|---|---|
Health consciousness | HC1 | I always choose healthy products. | [48] |
HC2 | I consider myself a health-conscious consumer. | ||
HC3 | I always consider health issues in my daily activities. | ||
Environmental awareness | EA1 | Environmental problems are an urgent issue. | [49] |
EA2 | Environmental issues are the responsibility of consumers. | ||
EA3 | I hope the production processes for sports products are sustainable. | ||
EA4 | I am concerned about the environmental impact of all my activities. | ||
Attitude | A1 | I believe purchasing sustainable sports products is beneficial. | [50] |
A2 | I think purchasing sustainable sports products is a good idea. | ||
A3 | I believe purchasing sustainable sports products is safe. | ||
Subjective norm | SN1 | My family believes I should buy sustainable sports products instead of regular products. | [50] |
SN2 | My close friends think I should buy sustainable sports products instead of regular products. | ||
SN3 | Most people important to me believe I should buy sustainable sports products instead of regular products. | ||
Perceived behavioral control | PBC1 | I am confident I can purchase sustainable sports products at any time. | [50] |
PBC2 | I believe I will have the ability to purchase sustainable sports products in the future. | ||
PBC3 | I have the resources, time, and willingness to purchase sustainable sports products. | ||
PBC4 | I may have many opportunities to purchase sustainable sports products. | ||
Purchase intention | PI1 | I plan to purchase sustainable sports products in the future. | [51] |
PI2 | I am willing to buy more sustainable sports products. | ||
PI3 | I intend to purchase sustainable sports products in the future. | ||
PI4 | I intend to pay more for sustainable sports products. |
Variable | Standardized Loading Coefficient | Cronbach’s α | AVE | CR | |
---|---|---|---|---|---|
Health consciousness | HC1 | 0.814 | 0.847 | 0.656 | 0.851 |
HC2 | 0.835 | ||||
HC3 | 0.779 | ||||
Environmental awareness | EA1 | 0.797 | 0.897 | 0.687 | 0.898 |
EA2 | 0.822 | ||||
EA3 | 0.850 | ||||
EA4 | 0.846 | ||||
Attitude | A1 | 0.810 | 0.845 | 0.646 | 0.846 |
A2 | 0.786 | ||||
A3 | 0.816 | ||||
Subjective norm | SN1 | 0.782 | 0.808 | 0.587 | 0.810 |
SN2 | 0.762 | ||||
SN3 | 0.753 | ||||
Perceived behavioral control | PBC1 | 0.866 | 0.918 | 0.738 | 0.918 |
PBC2 | 0.880 | ||||
PBC3 | 0.812 | ||||
PBC4 | 0.875 | ||||
Purchase intention | PI1 | 0.850 | 0.910 | 0.718 | 0.911 |
PI2 | 0.842 | ||||
PI3 | 0.830 | ||||
PI4 | 0.868 |
HC | EA | A | SN | PBC | PI | |
HC | 0.810 | |||||
EA | 0.467 | 0.829 | ||||
A | 0.466 | 0.523 | 0.804 | |||
SN | 0.386 | 0.509 | 0.566 | 0.766 | ||
PBC | 0.463 | 0.511 | 0.551 | 0.544 | 0.859 | |
PI | 0.575 | 0.613 | 0.643 | 0.597 | 0.634 | 0.847 |
Fit Index | Recommended Value | Fitted Value |
---|---|---|
χ2/df | <3 | 2.129 |
RMSEA | <0.10 | 0.053 |
RMR | <0.05 | 0.029 |
GFI | >0.9 | 0.914 |
CFI | >0.9 | 0.966 |
NFI | >0.9 | 0.938 |
NNFI | >0.9 | 0.959 |
Hypothesis | Path | Standardized Regression Coefficient | z (CR-Value) | p-Value | Conclusion |
---|---|---|---|---|---|
H1 | A→PI | 0.249 | 4.546 | 0.000 | True |
H2 | SN→PI | 0.192 | 3.591 | 0.000 | True |
H3 | PBC→PI | 0.229 | 4.749 | 0.000 | True |
H4a | HC→PI | 0.219 | 4.099 | 0.000 | True |
H4b | HC→A | 0.333 | 5.582 | 0.000 | True |
H4c | HC→SN | 0.227 | 3.673 | 0.000 | True |
H4d | HC→PBC | 0.317 | 5.540 | 0.000 | True |
H5a | EA→PI | 0.178 | 2.836 | 0.005 | True |
H5b | EA→A | 0.454 | 7.546 | 0.000 | True |
H5c | EA→SN | 0.510 | 7.830 | 0.000 | True |
H5d | EA→PBC | 0.431 | 7.501 | 0.000 | True |
Path | Effect Type | Effect Value | 95% CI | SE Value | p-Value | Conclusion | |
---|---|---|---|---|---|---|---|
Lower | Upper | ||||||
HC→A→PI | Indirect effect | 0.149 | 0.082 | 0.164 | 0.021 | 0.000 | Partial mediation |
HC→SN→PI | 0.099 | 0.043 | 0.122 | 0.020 | 0.000 | Partial mediation | |
HC→PBC→PI | 0.147 | 0.071 | 0.170 | 0.025 | 0.000 | Partial mediation | |
HC→PI | Direct effect | 0.308 | 0.219 | 0.398 | 0.046 | 0.000 | |
HC→PI | Total effect | 0.703 | 0.605 | 0.800 | 0.050 | 0.000 | |
EA→A→PI | Indirect effect | 0.149 | 0.092 | 0.190 | 0.025 | 0.000 | Partial mediation |
EA→SN→PI | 0.095 | 0.044 | 0.138 | 0.024 | 0.000 | Partial mediation | |
EA→PBC→PI | 0.146 | 0.081 | 0.193 | 0.028 | 0.000 | Partial mediation | |
EA→PI | Direct effect | 0.267 | 0.182 | 0.351 | 0.043 | 0.000 | |
EA→PI | Total effect | 0.657 | 0.574 | 0.739 | 0.042 | 0.000 |
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Li, Y.; An, N. The Impact of Health Consciousness and Environmental Awareness on Sports Enthusiasts’ Purchase Intentions for Sustainable Sports Products. World 2025, 6, 20. https://doi.org/10.3390/world6010020
Li Y, An N. The Impact of Health Consciousness and Environmental Awareness on Sports Enthusiasts’ Purchase Intentions for Sustainable Sports Products. World. 2025; 6(1):20. https://doi.org/10.3390/world6010020
Chicago/Turabian StyleLi, Youyou, and Ningning An. 2025. "The Impact of Health Consciousness and Environmental Awareness on Sports Enthusiasts’ Purchase Intentions for Sustainable Sports Products" World 6, no. 1: 20. https://doi.org/10.3390/world6010020
APA StyleLi, Y., & An, N. (2025). The Impact of Health Consciousness and Environmental Awareness on Sports Enthusiasts’ Purchase Intentions for Sustainable Sports Products. World, 6(1), 20. https://doi.org/10.3390/world6010020