Energy Transition towards Sustainable Development: Perspective of Individuals’ Engagement Amid Transition Process
Abstract
:1. Introduction
2. Literature Review
3. Theoretical Framework
3.1. Pro-Energy Transition Behavior (Behavior)
3.2. Socio-Psychological Variables (Attitude)
3.3. Socio-Economic Context (Context)
4. Materials and Methods
4.1. Pro-Energy Transition Behavior (Behavior)
4.2. Socio-Psychological Variables (Attitude)
4.3. Socio-Economic Context (Context)
4.4. Internal Consistency of the Questionnaire Items
4.5. Multiple Regression Analyses
5. Results and Discussion
5.1. Effect of Socio-Psychological Variables on Pro-Energy Transition Behavior [H1]
5.2. Effect of Socio-Economic Context on Pro-Energy Transition Behavior [H2]
5.3. Policy Implications
5.4. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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% | ||
---|---|---|
Gender | Female | 52.0 |
Male | 46.7 | |
Prefer not to say | 1.3 | |
Age | 18–25 | 52.0 |
26–40 | 18.0 | |
41–60 | 20.7 | |
61–80 | 8.7 | |
80+ | 0.7 | |
Education | Secondary school | 3.3 |
Sub-degree/higher education | 1.3 | |
Undergraduate | 62.7 | |
Postgraduate or above | 32.7 | |
Household size | 1-person household | 7.3 |
2–4-person household | 70.0 | |
4+ person household | 22.7 | |
Housing | Temporary housing | 4.7 |
Public rental housing | 14.0 | |
Subsidized home-ownership housing | 18.0 | |
Private permanent housing | 63.3 |
Questions | Cronbach’s Alpha if Item Deleted | Factor Loading PCA |
---|---|---|
Pro-energy transition behavior (pro-energy transition practices) (Cronbach’s alpha: 0.82; KMO test: 0.84; Bartlett’s test of sphericity: p < 0.001) | ||
| 0.80 | 0.7 |
| 0.81 | 0.6 |
| 0.82 | 0.5 |
| 0.81 | 0.6 |
| 0.82 | 0.4 |
| 0.82 | 0.5 |
| 0.80 | 0.7 |
| 0.80 | 0.7 |
| 0.81 | 0.6 |
| 0.81 | 0.6 |
| 0.80 | 0.7 |
| 0.82 | 0.4 |
Pro-energy transition behavior (other engagements in energy transition-related activities) (Cronbach’s alpha: 0.86; KMO test: 0.84; Bartlett’s test of sphericity: p < 0.001) | ||
| 0.84 | 0.7 |
| 0.83 | 0.8 |
| 0.83 | 0.8 |
| 0.84 | 0.7 |
| 0.84 | 0.7 |
| 0.82 | 0.8 |
Socio-psychological variables (Cronbach’s alpha: 0.78; KMO test: 0.82; Bartlett’s test of sphericity: p < 0.001) | ||
| 0.75 | 0.7 |
| 0.73 | 0.8 |
| 0.76 | 0.6 |
| 0.76 | 0.7 |
| 0.74 | 0.8 |
| 0.76 | 0.7 |
| 0.79 | 0.4 |
| 0.79 | 0.4 |
Socio-economic context (perceptions of the hardware and software for energy transition) (Cronbach’s alpha: 0.83; KMO test: 0.82; Bartlett’s test of sphericity: p < 0.001) | ||
| 0.82 | 0.6 |
| 0.81 | 0.7 |
| 0.85 | 0.4 |
| 0.82 | 0.6 |
| 0.79 | 0.9 |
| 0.80 | 0.8 |
| 0.81 | 0.7 |
| 0.81 | 0.7 |
Socio-economic context (perceptions of the government plans for energy transition) (Cronbach’s alpha: 0.90; KMO test: 0.89; Bartlett’s test of sphericity: p < 0.001) | ||
| 0.88 | 0.8 |
| 0.87 | 0.9 |
| 0.88 | 0.8 |
| 0.87 | 0.9 |
| 0.92 | 0.6 |
| 0.89 | 0.8 |
Coefficient | S.E. | β | t | p-Value | |
---|---|---|---|---|---|
Constant | 0.923 | 0.517 | 1.786 | 0.076 | |
Socio-psychological variables | 0.579 | 0.072 | 0.537 | 8.093 | 0.000 |
Socio-economic context | |||||
Hardware and software | 0.120 | 0.089 | 0.135 | 1.354 | 0.178 |
Government plans | −0.015 | 0.083 | −0.018 | −0.176 | 0.861 |
Personal attributes (control variables) | |||||
Age | 0.153 | 0.047 | 0.229 | 3.249 | 0.001 |
Gender: Female | 0.011 | 0.092 | 0.008 | 0.115 | 0.908 |
Education | 0.045 | 0.077 | 0.041 | 0.588 | 0.557 |
Household: 2+ person | −0.063 | 0.184 | −0.023 | −0.343 | 0.732 |
Housing: Private permanent | 0.119 | 0.098 | 0.081 | 1.219 | 0.225 |
Observation | 150 | ||||
F | 12.866 | ||||
Prob > F | 0.000 | ||||
R-squared | 0.422 | ||||
Total adjusted R2 | 0.389 |
Coefficient | S.E. | β | t | p-Value | |
---|---|---|---|---|---|
Constant | −0.519 | −0.549 | 0.584 | ||
Socio-psychological variables | 0.429 | 0.131 | 0.260 | 3.280 | 0.001 |
Socio-economic context | |||||
Hardware and software | 0.602 | 0.162 | 0.442 | 3.706 | 0.000 |
Government plans | –0.335 | 0.152 | −0.263 | −2.199 | 0.030 |
Personal attributes (control variables) | |||||
Age | −0.012 | 0.086 | −0.012 | −0.138 | 0.891 |
Gender: Female | 0.144 | 0.169 | 0.067 | 0.855 | 0.394 |
Education | 0.015 | 0.141 | 0.009 | 0.104 | 0.917 |
Household: 2+ person | 0.346 | 0.337 | 0.083 | 1.026 | 0.307 |
Housing: Private permanent | −0.023 | 0.179 | −0.010 | −0.130 | 0.897 |
Observation | 150 | ||||
F | 3.740 | ||||
Prob > F | 0.000 | ||||
R-squared | 0.175 | ||||
Total adjusted R2 | 0.128 |
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Cheng, A.W.J.; Lee, H.F. Energy Transition towards Sustainable Development: Perspective of Individuals’ Engagement Amid Transition Process. Sustainability 2022, 14, 10381. https://doi.org/10.3390/su141610381
Cheng AWJ, Lee HF. Energy Transition towards Sustainable Development: Perspective of Individuals’ Engagement Amid Transition Process. Sustainability. 2022; 14(16):10381. https://doi.org/10.3390/su141610381
Chicago/Turabian StyleCheng, Alex W. J., and Harry F. Lee. 2022. "Energy Transition towards Sustainable Development: Perspective of Individuals’ Engagement Amid Transition Process" Sustainability 14, no. 16: 10381. https://doi.org/10.3390/su141610381