When Less Is More: Understanding the Adoption of a Minimalist Lifestyle Using the Theory of Planned Behavior
Abstract
:1. Introduction
2. Literature Review
3. Materials and Methods
3.1. Data
3.2. Measurement
3.3. Method
4. Results
4.1. The Measurement (Outer) Model
4.2. The Inner Model
4.2.1. The TPB Dimensions
4.2.2. The Control Variables
4.2.3. The Mediation Effects
5. Discussion
5.1. Theoretical Implication
5.2. Practical Implications
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. The Measurement Items
Latent Structure | Observed Variables |
Intention to adopt a minimalist lifestyle (INT) [33,64] | Appoints an individual conscious decision to adopt or not a minimalist lifestyle; INT1–INT3; |
Attitudes (ATT) [33,64] | Reflect the positive and negative features of adopting a minimalist lifestyle; ATT1–ATT6; |
Subjective norms (SN) [33,64] | Refers to the perceived social pressure concerning the adoption of a minimalist lifestyle; SN1–SN4; |
Perceived Behavioral Control (PBC) [33,64] | Refers to the perceived ease or difficulty to accede to a minimalist lifestyle; PBC1, PBC3; |
Biospheric values (BIO) [43,65,66,68,97] | Concern about the environmental preservation and well-being of other species; BVO1–BVO3; |
Egoistic values (EGO) [43,65,66,68] | Encompasses the tendency toward material wealth, desire for success and authority; EGO1–EGO3; |
Altruistic values (ALT) [43,65,66,68] | Concern for the well-being of other individuals. AVO1–AVO4; |
Dimensions | Item Abbreviation | Item |
Intention | INT1 | I intend to adopt minimalism in consumption within the next month. |
INT2 | I plan a minimalist consumption activity within the next month. | |
INT3 | I will try minimalism in consumption within the next month. | |
For me minimalism in consumption within the next month would be … | ||
Attitude | ATT1 | 1 = Harmful/7 = beneficial |
ATT2 | 1 = Good/7 = bad | |
ATT3 | 1 = Worthless/7 = valuable | |
ATT4 | 1= Unpleasant/7 = pleasant | |
ATT5 | 1 = Dull/7 = exciting | |
ATT6 | 1 = Unenjoyable/7 = enjoyable | |
Social Norms | SN1 | Most people who are important to me think that I … 1 = should not adhere to minimalism in consumption within the next month/ 7 = should adhere to minimalism in consumption within the next month. |
SN2 | The people in my life whose opinion I value would … 1 = disapprove minimalism in consumption within the next month/ 7 = approve minimalism in consumption within the next month | |
SN3 | Most people who are important to me adopt minimalism in consumption. | |
SN4 | Many people like me adhere to minimalism in consumption. | |
Perceived Behavioral Control | PBC1 | If I wanted to, I could adhere to minimalism in consumption within the next month. 1 = definitely false/7 = true |
dropped | For me adhere to minimalism in consumption within the next month would be … 1 = impossible/7 = possible | |
PBC3 | How much control do you have over minimalism in consumption within the next month? 1 = not control/7 = full control | |
How important or unimportant is … as a guiding principle in your life 1 = unimportant/7 = very important | ||
Altruistic Value Orientation | AVO1 | … equality/equal opportunity for all |
AVO2 | … helpful (working for the welfare of others) | |
AVO3 | … social justice (correcting injustice, care for the weak) | |
AVO4 | … a world at peace (free of war and conflict) | |
Biospheric Value Orientation | BVO1 | … unity with nature (fitting into nature) |
BVO2 | … protecting the environment (preserving nature) | |
BVO3 | … respecting earth (harmony with other species) | |
Egoistic Value Orientation | EVO1 | … successful (achieving goals) |
EVO2 | … wealth (material possessions, money) | |
EVO3 | … authority (the right to lead or command) |
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Study Participants | Total N = 741 (100%) | |||
---|---|---|---|---|
Gender | ||||
Male | Female | |||
177 (23.89%) | 564 (76.11%) | |||
Age | 18–25 | 146 (19.70%) | 462 (62.35%) | 608 (82.05%) |
26–35 | 49 (6.61%) | 11 (1.48%) | 60 (8.09%) | |
36–45 | 12 (1.62%) | 36 (4.86%) | 48 (6.48%) | |
46–55 | 5 (0.67%) | 16 (2.16%) | 21 (2.83%) | |
56–65 | 3 (0.40%) | 1 (0.14%) | 4 (0.54%) | |
Income | Under 500 RON | 45 (6.07%) | 146 (19.71%) | 191 (25.78%) |
500–999 RON | 26 (3.50%) | 93 (12.56%) | 119 (16.06%) | |
1000–1499 RON | 16 (2.16%) | 58 (7.83%) | 74 (9.99%) | |
1500–1999 RON | 13 (1.75%) | 53 (7.15%) | 66 (8.90%) | |
2000–2499 RON | 19 (2.56%) | 59 (7.96%) | 78 (10.52%) | |
2500–2999 RON | 10 (1.35%) | 38 (5.13%) | 48 (6.48%) | |
Above 3000 RON | 48 (6.48%) | 117 (15.79%) | 165 (22.27%) | |
Education | High school | 134 (18.08%) | 420 (56.69%) | 554 (74.77%) |
Bachelor’s degree | 34 (4.59%) | 99 (13.36%) | 133 (17.95%) | |
Master’s degree | 6 (0.80%) | 27 (3.65%) | 33 (4.45%) | |
Doctoral degree | 3 (0.40%) | 18 (2.43%) | 21 (2.83%) |
Variable | Composite Reliability | Cronbach’s Alpha | Average Variance Extracted (AVE) |
---|---|---|---|
Intention to adopt a minimalist lifestyle (INT) | 0.963 | 0.943 | 0.897 |
Attitudes (ATT) | 0.956 | 0.944 | 0.783 |
Subjective norms (SN) | 0.948 | 0.926 | 0.819 |
Perceived Behavioral control (PBC) | 0.883 | 0.735 | 0.790 |
Biospheric values (BIO) | 0.944 | 0.911 | 0.849 |
Egoistic values (EGO) | 0.828 | 0.686 | 0.618 |
Altruistic values (ALT) | 0.872 | 0.804 | 0.630 |
INT | ATT | SN | PBC | BIO | EGO | AVO | |
---|---|---|---|---|---|---|---|
INT1 | 0.940 | −0.009 | −0.030 | −0.004 | 0.028 | 0.017 | −0.029 |
INT2 | 0.947 | −0.053 | 0.066 | −0.024 | −0.021 | 0.010 | −0.019 |
INT3 | 0.954 | 0.061 | −0.036 | 0.027 | −0.007 | −0.026 | 0.048 |
ATT1 | 0.019 | 0.895 | −0.130 | −0.012 | 0.019 | −0.034 | −0.013 |
ATT2 | −0.041 | 0.908 | −0.110 | 0.017 | 0.048 | −0.054 | 0.032 |
ATT3 | 0.051 | 0.913 | −0.043 | −0.007 | 0.028 | −0.010 | −0.025 |
ATT4 | 0.022 | 0.884 | 0.047 | −0.049 | −0.030 | 0.042 | 0.033 |
ATT5 | −0.050 | 0.839 | 0.144 | 0.018 | −0.036 | 0.060 | −0.064 |
ATT6 | −0.005 | 0.868 | 0.107 | 0.033 | −0.034 | 0.002 | 0.035 |
SN1 | −0.030 | 0.005 | 0.892 | −0.039 | 0.042 | 0.067 | −0.042 |
SN2 | 0.001 | 0.074 | 0.912 | 0.014 | −0.034 | −0.023 | 0.034 |
SN3 | −0.043 | −0.046 | 0.930 | 0.022 | 0.021 | −0.009 | −0.020 |
SN4 | 0.075 | −0.033 | 0.885 | 0.002 | −0.029 | −0.035 | 0.028 |
PBC1 | 0.026 | 0.019 | 0.075 | 0.889 | 0.024 | −0.080 | 0.043 |
PBC3 | −0.026 | −0.019 | −0.075 | 0.889 | −0.024 | 0.080 | −0.043 |
BVO1 | −0.000 | 0.004 | 0.042 | 0.011 | 0.906 | −0.005 | 0.050 |
BVO2 | 0.005 | 0.005 | −0.023 | −0.007 | 0.935 | −0.030 | 0.005 |
BVO3 | −0.005 | −0.009 | −0.018 | −0.004 | 0.922 | 0.036 | −0.054 |
EVO1 | −0.101 | 0.066 | −0.144 | 0.084 | 0.276 | 0.701 | 0.144 |
EVO2 | 0.038 | −0.008 | −0.044 | −0.050 | −0.049 | 0.876 | 0.013 |
EVO3 | 0.049 | −0.051 | 0.181 | −0.019 | −0.196 | 0.771 | −0.145 |
AVO1 | 0.046 | −0.111 | 0.040 | −0.022 | −0.092 | −0.159 | 0.827 |
AVO2 | 0.018 | −0.050 | 0.136 | 0.012 | −0.151 | −0.026 | 0.807 |
AVO3 | −0.014 | 0.165 | −0.082 | 0.035 | −0.050 | 0.117 | 0.763 |
AVO4 | −0.054 | 0.008 | −0.103 | −0.024 | 0.304 | 0.081 | 0.777 |
INT | ATT | SN | PBC | BIO | EGO | AVO | |
---|---|---|---|---|---|---|---|
INT | 0.947 | 0.745 | 0.573 | 0.567 | 0.312 | 0.097 | 0.383 |
ATT | 0.745 | 0.885 | 0.486 | 0.618 | 0.418 | 0.139 | 0.481 |
SN | 0.573 | 0.486 | 0.905 | 0.443 | 0.197 | 0.234 | 0.220 |
PBC | 0.567 | 0.618 | 0.443 | 0.889 | 0.376 | 0.176 | 0.407 |
BIO | 0.312 | 0.418 | 0.197 | 0.376 | 0.921 | 0.393 | 0.644 |
EGO | 0.097 | 0.139 | 0.234 | 0.176 | 0.393 | 0.786 | 0.334 |
AVO | 0.383 | 0.481 | 0.220 | 0.407 | 0.644 | 0.334 | 0.794 |
Estimated Coefficients | Direct Effects | Indirect Effects via Mediator | Total Effects | |
---|---|---|---|---|
Model | Attitudes | Intention | Intention | Intention |
Attitudes | - | 0.536 *** (p < 0.001) | - | 0.536 *** (p < 0.001) |
Subjective norms | - | 0.265 *** (p < 0.001) | - | 0.265 *** (p < 0.001) |
Perceived Behavioral Control | - | 0.106 ** (p = 0.002) | - | 0.106 ** (p = 0.002) |
Biospheric values | 0.212 *** (p < 0.001) | 0.018 (p = 0.311) | 0.114 *** (p < 0.001) | 0.132 *** (p < 0.001) |
Egoistic values | 0.065 * (p = 0.038) | 0.069 * (p = 0.029) | 0.035 * (p = 0.026) | 0.104 ** (p = 0.002) |
Altruistic values | 0.393 *** (p < 0.001) | 0.056 (p = 0.064) | 0.211 *** (p < 0.001) | 0.267 *** (p < 0.001) |
Age | - | 0.008 (p = 0.418) | - | 0.008 (p = 0.418) |
R2/Adjusted R2 | 29.9%/29.6% | 65.4%/65.1% | - | - |
Tenehaus GoF | 0.617 (large) |
Estimated Coefficients | Direct Effects | Indirect Effects via Mediator | Total Effects | |
---|---|---|---|---|
Model | Attitudes | Intention | Intention | Intention |
Attitudes | - | 0.401 | - | 0.401 |
Subjective norms | - | 0.153 | - | 0.153 |
Perceived Behavioral Control | - | 0.061 | - | 0.061 |
Biospheric values | 0.092 | 0.006 | 0.037 | 0.043 |
Egoistic values | 0.009 | 0.008 | 0.004 | 0.012 |
Altruistic values | 0.198 | 0.023 | 0.088 | 0.111 |
Age | - | 0.001 | - | 0.001 |
Estimated Coefficients | Direct Effects | |
---|---|---|
Model | Attitudes | Intention |
Attitudes | - | −0.133 * (p = 0.043) |
Subjective norms | - | 0.045 (p = 0.294) |
Perceived Behavioral control | - | 0.075 (p = 190) |
Biospheric values | −0.143 * (p = 0.040) | −0.084 (p = 0.160) |
Egoistic values | 0.049 (p = 0.284) | 0.006 (p = 0.473) |
Altruistic values | −0.155 * (p = 0.029) | −0.132 (p = 0.058) |
Age | - | −0.016 (p = 0.427) |
Estimated Coefficients | Direct Effects | |
---|---|---|
Model | Attitudes | Intention |
Attitudes | - | 0.175 * (p = 0.013) |
Subjective norms | - | −0.047 (p = 0.278) |
Perceived Behavioral control | - | −0.152 * (p = 0.031) |
Biospheric values | 0.007 (p = 0.465) | −0.062 (p = 0.226) |
Egoistic values | 0.037 (p = 0.329) | 0.055 (p = 255) |
Altruistic values | −0.026 (p = 0.309) | 0.040 (p = 0.317) |
Age | - | 0.042 (p = 0.309) |
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Druică, E.; Ianole-Călin, R.; Puiu, A.-I. When Less Is More: Understanding the Adoption of a Minimalist Lifestyle Using the Theory of Planned Behavior. Mathematics 2023, 11, 696. https://doi.org/10.3390/math11030696
Druică E, Ianole-Călin R, Puiu A-I. When Less Is More: Understanding the Adoption of a Minimalist Lifestyle Using the Theory of Planned Behavior. Mathematics. 2023; 11(3):696. https://doi.org/10.3390/math11030696
Chicago/Turabian StyleDruică, Elena, Rodica Ianole-Călin, and Andreea-Ionela Puiu. 2023. "When Less Is More: Understanding the Adoption of a Minimalist Lifestyle Using the Theory of Planned Behavior" Mathematics 11, no. 3: 696. https://doi.org/10.3390/math11030696
APA StyleDruică, E., Ianole-Călin, R., & Puiu, A. -I. (2023). When Less Is More: Understanding the Adoption of a Minimalist Lifestyle Using the Theory of Planned Behavior. Mathematics, 11(3), 696. https://doi.org/10.3390/math11030696