Cosmetics and Detergents with Recycled CO2: A Cross-Country Study with a Modified by Risk Perception Values–Beliefs–Norms Model
Abstract
:1. Introduction
1.1. Consumer Packaged Goods and Sustainability
1.2. Significance and Aim
2. Theoretical Framework and Hypotheses Setting
2.1. Values
2.2. Beliefs
2.3. Personal Norms
2.4. Intentions
3. Materials and Methods
3.1. Sampling
3.2. Variables Measurement
4. Results
4.1. Demographics
4.2. Measurement Model
4.3. Descriptive Statistics
4.4. Structural Model
5. Discussion
6. Implications
6.1. Theoretical Implications
6.2. Practical Implications
7. Limitations and Further Research Suggestions
8. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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France | Germany | Spain | ||||
---|---|---|---|---|---|---|
n | % | n | % | n | % | |
Total | 503 | 100 | 570 | 100 | 453 | 100 |
Gender | ||||||
Men | 242 | 48.2 | 286 | 50.2 | 226 | 49.9 |
Women | 261 | 51.8 | 284 | 49.8 | 226 | 49.9 |
Other | 1 | 0.2 | ||||
Age | ||||||
18–24 years old | 62 | 12.3 | 68 | 11.9 | 61 | 13.4 |
25–34 years old | 97 | 19.3 | 117 | 20.5 | 67 | 14.8 |
35–44 years old | 109 | 21.7 | 107 | 18.8 | 94 | 20.8 |
45–54 years old | 103 | 20.5 | 102 | 17.5 | 95 | 21.0 |
55–64 years old | 63 | 12.5 | 98 | 17.2 | 85 | 18.8 |
65 years or older | 68 | 13.5 | 80 | 14.0 | 51 | 11.3 |
No answer | 1 | 0.2 | ||||
Education | ||||||
Primary school | 11 | 2.2 | 10 | 1.8 | 25 | 55 |
Secondary school | 192 | 38.2 | 53 | 9.3 | 148 | 32.7 |
Vocational training | 72 | 14.3 | 334 | 58.6 | 112 | 24.7 |
University | 127 | 25.2 | 116 | 20.4 | 105 | 23.2 |
Masters | 82 | 16.3 | 43 | 7.5 | 51 | 11.3 |
Ph.D. | 10 | 2.0 | 9 | 1.6 | 12 | 2.6 |
No answer | 9 | 1.8 | 5 | 0.9 | ||
Annual Income | ||||||
up to EUR 5.000 | 31 | 6.2 | 23 | 4.0 | 22 | 4.9 |
between EUR 5.001–15.000 | 54 | 10.7 | 66 | 11.6 | 73 | 16.1 |
between EUR 15.001–25.000 | 96 | 19.1 | 79 | 13.9 | 131 | 28.9 |
between EUR 25.001–35.000 | 110 | 21.9 | 100 | 17.5 | 109 | 24.1 |
between EUR 35.001–45.000 | 86 | 17.1 | 88 | 15.4 | 55 | 12.1 |
between EUR 45.001–55.001 | 55 | 10.9 | 67 | 11.8 | 22 | 4.9 |
EUR 55.001 and more | 40 | 8.0 | 108 | 18.9 | 25 | 5.5 |
No answer | 31 | 6.2 | 39 | 6.8 | 16 | 3.5 |
Occupation | ||||||
Professional/Entrepreneur/Farmer | 75 | 14.9 | 38 | 6.7 | 47 | 10.4 |
Private employee | 102 | 20.3 | 252 | 44.2 | 125 | 27.6 |
Public employee | 74 | 14.7 | 35 | 6.1 | 57 | 12.6 |
Unemployed | 52 | 10.3 | 18 | 3.2 | 43 | 9.5 |
Houseperson | 21 | 4.2 | 37 | 6.5 | 35 | 7.7 |
Retired | 88 | 17.5 | 110 | 19.3 | 58 | 12.8 |
Student | 35 | 7.0 | 31 | 5.4 | 49 | 10.8 |
Other | 45 | 8.9 | 37 | 6.5 | 32 | 7.1 |
No answer | 11 | 2.2 | 12 | 2.1 | 7 | 1.5 |
GOF Values | |||||||
---|---|---|---|---|---|---|---|
χ2 | df | Sig. | χ2/df | TLI | CFI | RMSEA | |
France | 661.941 | 300 | p < 0.001 | 2.206 | 0.961 | 0.966 | 0.049 |
Germany | 858.017 | 300 | p < 0.001 | 2.860 | 0.951 | 0.958 | 0.057 |
Spain | 576.801 | 300 | p < 0.001 | 1.923 | 0.965 | 0.970 | 0.045 |
France | Germany | Spain | |||||
Factor Loadings | |||||||
Altruistic Values (AV) (range 3–18) | Mean | 14.085 | 14.368 | 15.252 | |||
AV1 | Social justice: correcting injustice, care for the weak | 0.766 *** | 0.754 *** | 0.706 *** | |||
AV3 | Equality: equal opportunity for all | 0.856 *** | 0.863 *** | 0.850 *** | |||
AV4 | A world at peace: free of war and conflict | 0.815 *** | 0.832 *** | 0.876 *** | |||
Biospheric Values (BV) (range 4–24) | Mean | 18.600 | 19.417 | 20.260 | |||
Bio1 | Protecting the environment: preserving nature | 0.892 *** | 0.899 *** | 0.891 *** | |||
Bio2 | Preventing pollution | 0.909 *** | 0.862 *** | 0.884 *** | |||
Bio3 | Respecting the earth: live in harmony with other species | 0.850 *** | 0.888 *** | 0.875 *** | |||
Bio4 | Unity with nature: fitting into nature | 0.818 *** | 0.870 *** | 0.854 *** | |||
Risk Perception 1 (RiskPer1) (range 3–18) | Mean | 13.135 | 13.281 | 14.340 | |||
RP1 | How concerned are you about global warming? | 0.823 *** | 0.890 *** | 0.802 *** | |||
RP2 | How serious of a threat do you believe global warming is to nonhuman nature? | 0.914 *** | 0.905 *** | 0.860 *** | |||
RP3 | How serious are the current impacts of global warming around the world? | 0.838 *** | 0.924 *** | 0.843 *** | |||
Awareness of Consequences (AC) (range 2–12) | Mean | 9.141 | 8.951 | 9.717 | |||
AC1 | Global warming has consequences for society | 0.861 *** | 0.830 *** | 0.864 *** | |||
AC4 | The exhaustion of energy sources is a problem | 0.660 *** | 0.623 *** | 0.619 *** | |||
Ascription of Responsibility (AR) (range 4–24) | Mean | 16.089 | 16.039 | 16.349 | |||
AR1 | I am jointly responsible for CO2 emissions | 0.833 *** | 0.812 *** | 0.775 *** | |||
AR2 | I feel jointly responsible for the exhaustion of energy sources | 0.892 *** | 0.878 *** | 0.898 *** | |||
AR3 | I feel jointly responsible for global warming | 0.926 *** | 0.894 *** | 0.896 *** | |||
AR4 | Not only the government and industry are responsible for high levels of CO2 emissions, but me too | 0.679 *** | 0.747 *** | 0.747 *** | |||
Personal Norms (PN) (range 7–42) | Mean | 25.525 | 25.772 | 27.528 | |||
PN1 | I feel personally obliged to buy CPGs containing green chemical ingredients | 0.813 *** | 0.799 *** | 0.788 *** | |||
PN2 | Regardless of what others do, I feel morally obliged to buy CPGs containing green chemical ingredients | 0.783 *** | 0.823 *** | 0.783 *** | |||
PN3 | I feel guilty when I do not buy CPGs containing green chemical ingredients | 0.715 *** | 0.801 *** | 0.777 *** | |||
PN4 | I feel morally obliged to use ecological products instead of regular products | 0.847 *** | 0.844 *** | 0.822 *** | |||
PN5 | When I buy a new CPG, I feel a moral obligation to prefer one that contains green chemical ingredients | 0.882 *** | 0.878 *** | 0.868 *** | |||
PN6 | People like me should do everything they can to buy CPGs containing green chemical ingredients | 0.830 *** | 0.854 *** | 0.820 *** | |||
PN7 | I would be a better person if I consumed CPGs containing green chemical ingredients | 0.828 *** | 0.719 *** | 0.744 *** | |||
Consumption Intentions (CI) (range 4–24) | Mean | 15.843 | 16.160 | 17.404 | |||
CI1 | I will buy CPGs containing green chemical ingredients if they are of similar quality to the regular products | 0.769 *** | 0.757 *** | 0.701 *** | |||
CI2 | I will buy CPGs containing green chemical ingredients if they are of similar price to the regular products | 0.818 *** | 0.660 *** | 0.732 *** | |||
CI3 | I am seriously thinking to buy CPGs containing environmentally friendlier ingredients as soon as I run out of the products I am currently using | 0.846 *** | 0.883 *** | 0.858 *** | |||
CI4 | I will definitely switch to a brand of a CPG that contains green chemical ingredients | 0.813 *** | 0.853 *** | 0.816 *** |
Cronbach Alpha | CR | AVE | Correlations HTMT Ratios | ||||||
---|---|---|---|---|---|---|---|---|---|
AV | BV | RiskPer1 | AC | AR | PN | ||||
FRANCE | |||||||||
Altruistic Values (AV) | 0.852 | 0.854 | 0.661 | ||||||
Biospheric Values (BV) | 0.924 | 0.924 | 0.753 | 0.774 *** 0.774 | |||||
Risk Perception (RiskPer1) | 0.890 | 0.894 | 0.738 | 0.442 *** 0.443 | 0.668 *** 0.669 | ||||
Awareness of Consequences (AC) | 0.724 | 0.738 | 0.588 | 0.535 *** 0.539 | 0.651 *** 0.657 | 0.786 *** 0.793 | |||
Ascription of Responsibility (AR) | 0.897 | 0.903 | 0.702 | 0.155 ** 0.155 | 0.426 *** 0.426 | 0.573 *** 0.575 | 0.568 *** 0.574 | ||
Personal Norms (PN) | 0.936 | 0.933 | 0.665 | 0.140 ** 0.020 | 0.346 *** 0.343 | 0.448 *** 0.444 | 0.429 *** 0.428 | 0.678 *** 0.672 | |
Consumption Intentions (CI) | 0.898 | 0.885 | 0.659 | 0.271 *** 0.266 | 0.438 *** 0.429 | 0.505 *** 0.495 | 0.469 *** 0.463 | 0.531 *** 0.520 | 0.760 *** 0.736 |
GERMANY | |||||||||
Altruistic Values (AV) | 0.855 | 0.858 | 0.669 | ||||||
Biospheric Values (BV) | 0.932 | 0.932 | 0.774 | 0.852 *** 0.853 | |||||
Risk Perception (RiskPer1) | 0.931 | 0.933 | 0.822 | 0.528 *** 0.529 | 0.666 *** 0.666 | ||||
Awareness of Consequences (AC) | 0.679 | 0.696 | 0.539 | 0.686 *** 0.694 | 0.722 *** 0.729 | 0.818 *** 0.828 | |||
Ascription of Responsibility (AR) | 0.900 | 0.901 | 0.697 | 0.372 *** 0.373 | 0.482 *** 0.482 | 0.719 *** 0.720 | 0.725 *** 0.734 | ||
Personal Norms (PN) | 0.937 | 0.934 | 0.670 | 0.242 *** 0.240 | 0.382 *** 0.378 | 0.605 *** 0.599 | 0.581 *** 0.581 | 0.768 *** 0.761 | |
Consumption Intentions (CI) | 0.887 | 0.870 | 0.629 | 0.357 *** 0.346 | 0.432 *** 0.419 | 0.573 *** 0.556 | 0.581 *** 0.570 | 0.583 *** 0.566 | 0.774 *** 0.743 |
SPAIN | |||||||||
Altruistic Values (AV) | 0.849 | 0.854 | 0.663 | ||||||
Biospheric Values (BV) | 0.930 | 0.930 | 0.768 | 0.841 *** 0.843 | |||||
Risk Perception (RiskPer1) | 0.873 | 0.874 | 0.698 | 0.530 *** 0.531 | 0.679 *** 0.679 | ||||
Awareness of Consequences (AC) | 0.697 | 0.716 | 0.565 | 0.630 *** 0.640 | 0.672 *** 0.681 | 0.829 *** 0.841 | |||
Ascription of Responsibility (AR) | 0.897 | 0.899 | 0.692 | 0.264 *** 0.265 | 0.334 *** 0.334 | 0.537 *** 0.538 | 0.520 *** 0.527 | ||
Personal Norms (PN) | 0.929 | 0.926 | 0.642 | 0.225 *** 0.224 | 0.349 *** 0.345 | 0.521 *** 0.516 | 0.485 *** 0.486 | 0.723 *** 0.717 | |
Consumption Intentions (CI) | 0.878 | 0.860 | 0.607 | 0.344 *** 0.334 | 0.413 *** 0.400 | 0.498 *** 0.482 | 0.490 *** 0.481 | 0.522 *** 0.506 | 0.653 *** 0.625 |
χ2 | Δχ2 | df | Δdf | Δχ2/Δdf | Sig. | |
---|---|---|---|---|---|---|
Configural Invariance (Unconstrained model) | 2096.732 | 900 | ||||
Metric Invariance (Constrained model) | 2163.758 | 67.026 | 940 | 40 | 1.675 | p > 0.05 |
Structural Models | Structural Invariance | |||||
---|---|---|---|---|---|---|
France | Germany | Spain | Unconstrained Model | Constrained Model | ||
GOFs | GOFs | |||||
χ2 | 774.285 | 962.210 | 666.377 | 2402.846 | 2411.340 | |
sig. | p < 0.001 | p < 0.001 | p < 0.001 | p < 0.001 | p < 0.001 | |
df | 314 | 314 | 314 | 942 | 944 | |
χ2/df | 2.466 | 3.064 | 2.122 | 2.551 | 2.554 | |
TLI | 0.952 | 0.946 | 0.957 | 0.951 | 0.959 | |
CFI | 0.957 | 0.951 | 0.961 | 0.956 | 0.956 | |
RMSEA | 0.054 | 0.060 | 0.050 | 0.032 | 0.032 | |
Structural relationships (β) | Δχ2 test | |||||
EV → RiskPer1 | EV excluded in the measurement model | H1: Not supported | Δχ2 | 8.494 | ||
AV → RiskPer1 | −0.109 n.s. | −0.099 n.s. | −0.078 n.s. | H2: Not supported | Δdf | 2 |
BV → RiskPer1 | 0.818 *** | 0.762 *** | 0.763 *** | H3: Supported | Δχ2/Δdf | 4.247 |
RiskPer1 → AC | 0.843 *** | 0.951 *** | 0.882 *** | H4: Supported | (p < 0.05) | |
AC → AR | 0.631 *** | 0.762 *** | 0.583 *** | H5: Supported | ||
AR → PN | 0.684 *** | 0.774 *** | 0.736 *** | H6: Supported | ||
PN → CI | 0.762 *** | 0.776 *** | 0.658 *** | H7: Supported | ||
Critical Ratios | DE: 0.181 | ES: −2.751 | FR: −2.528 | H8: Supported | ||
Squared Multiple Correlations (R2) | ||||||
0.580 | 0.602 | 0.433 |
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Share and Cite
Tilikidou, I.; Delistavrou, A. Cosmetics and Detergents with Recycled CO2: A Cross-Country Study with a Modified by Risk Perception Values–Beliefs–Norms Model. Behav. Sci. 2023, 13, 518. https://doi.org/10.3390/bs13060518
Tilikidou I, Delistavrou A. Cosmetics and Detergents with Recycled CO2: A Cross-Country Study with a Modified by Risk Perception Values–Beliefs–Norms Model. Behavioral Sciences. 2023; 13(6):518. https://doi.org/10.3390/bs13060518
Chicago/Turabian StyleTilikidou, Irene, and Antonia Delistavrou. 2023. "Cosmetics and Detergents with Recycled CO2: A Cross-Country Study with a Modified by Risk Perception Values–Beliefs–Norms Model" Behavioral Sciences 13, no. 6: 518. https://doi.org/10.3390/bs13060518
APA StyleTilikidou, I., & Delistavrou, A. (2023). Cosmetics and Detergents with Recycled CO2: A Cross-Country Study with a Modified by Risk Perception Values–Beliefs–Norms Model. Behavioral Sciences, 13(6), 518. https://doi.org/10.3390/bs13060518