Environmental Institutional Determinants of Climate Behavior Among Taiwan’s Public Officials
Abstract
1. Introduction
1.1. Climate Change Literacy and the Knowledge-Behavior Gap
1.2. Policy Vision to Administrative Practice: The Critical Role of Public Officials
1.3. Behavior Differences Across Governance Contexts
1.4. Climate Change Literacy in Asian Contexts
1.5. Research Objectives
2. Materials and Methods
2.1. Data Sources and Sampling Procedures
2.2. Measurement of Climate Change Literacy
- Knowledge Domain. The dimension assessed officials’ understanding of the scientific, contextual, and strategic aspects of climate change, through three sub-domains: (a) content knowledge—fundamental concepts such as the greenhouse effect, anthropogenic impacts, and global emissions trends; (b) issue knowledge—the broader context, including natural variability, the human–climate relationship, and evolving policy frameworks; and (c) strategy knowledge—knowledge of mitigation and adaptation strategies at national and international levels. Items were multiple-choice or true-false, scored dichotomously and aggregated into a composite score of knowledge literacy.
- Affective Domain. This dimension assessed officials’ values, attitudes, and motivation for climate action, with five sub-domains: (a) sensitivity—perceiving climate impacts and their extent; (b) values—recognizing of stakeholder responsibilities and the need for cross-sector cooperation; (c) self-efficacy—believing in one’s own ability to adapt, communicate, and cooperate on climate issues; (d) sense of hope—a positive psychological state involving persistence, support from others, and knowledge of strategies; and (e) environmental identity—seeing that environmental protection/environmental problem-solving is essential to individuals and even part of one’s self-image. Constructs were measured with five-point Likert-scale items (1 = strongly disagree to 5 = strongly agree), and mean scores were calculated for each sub-dimension.
- Behavioral Domain. This dimension assessed how public officials translate knowledge and attitudes into action. Sub-domains included: (a) individual skills, which include the ability to collect, apply, and plan climate change information and activities, and to build partnerships across sectors; (b) individual behavior, which refers to actions to mitigate and adapt to climate change.; and (c) civic engagement, including generating intention and experience in collective climate action. Items were rated on a five-point frequency scale (1 = never to 5 = always) and averaged to create action scores.
2.3. Data Processing and Statistical Analysis
3. Results
3.1. Demographic and Background Assessment
3.2. Knowledge and Behavioral Scores Across Professional Backgrounds
3.3. Regression Statistical Results
4. Discussion
4.1. Implications
4.2. Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CCL | Climate Change Literacy | 
| CK | Content Knowledge | 
| IK | Issue Knowledge | 
| OLS | Ordinary Least Squares | 
| SK | Strategy Knowledge | 
Appendix A
Appendix A.1. Taiwanese Public Servants’ Climate Change Literacy Perception Survey—Questionnaire
| Sub-Domains | Question | 
| Background Information (3) | Q1. When did you first hear about the term “climate change”? (1) Just now (I had never heard it before) (2) Within the past year (3) Within the past 1–3 years (4) Within the past 3–5 years (5) Within the past 5–10 years (6) Within the past 10–15 years (7) Within the past 15–20 years (8) More than 20 years ago (9) I have heard of it, but cannot recall when | 
| Q2. Before today, have you ever heard of the term “climate change mitigation”? ☐ Yes ☐ No | |
| Q3. Before today, have you ever heard of the term “climate change adaptation”? ☐ Yes ☐ No | 
Appendix A.1.1. Knowledge Domain (19)
| Sub-Domains | Question | 
| Content Knowledge (4) | Q4. On 16 April 2024, Dubai experienced the heaviest rainfall in 75 years, with daily precipitation far exceeding the city’s annual average. In the field of climate change, such an event is called: (1) Extreme climate (2) Extreme weather (3) Anomalous condition (4) Unresolved phenomenon | 
| Q5. Which of the following gases has the strongest warming potential per unit of weight? (1) Carbon dioxide (CO2) (2) Methane (CH4) (3) Nitrous oxide (N2O) (4) Hydrogen (H2) | |
| Content Knowledge (4) | Q6. Which of the following is the primary cause of climate change? (1) Burning fossil fuels (2) Ozone layer depletion (3) Deforestation (4) Use of plastics | 
| Q7. Over the past five years, the global atmospheric concentration of carbon dioxide (CO2) has decreased. (True/False) ☐ True ☑ False | |
| Issue knowledge (3) | Q8. Compared with the pre-industrial era, by approximately how many degrees Celsius has the global average temperature increased? (1) 0.5 °C (2) 1.0 °C (3) 2.0 °C (4) 3.0 °C | 
| Q9. In 2023, which energy source accounted for the largest share of Taiwan’s electricity generation? (1) Hydropower (2) Thermal power (3) Nuclear power (4) Solar and wind power | |
| Q10. In the international community, who makes the key decisions regarding actions to address climate change? (1) Scientists (2) Media (3) Political leaders (4) Civil society organizations | |
| Strategy Knowledge (12) | Q11. Which of the following is not considered a climate change adaptation strategy? (1) Installing additional air conditioning units on school campuses (2) Strengthening urban flood control and drainage systems (3) Developing water resources through seawater desalination (4) Replacing fuel-powered vehicles with electric vehicles | 
| Q12. In Taiwan, which of the following is considered a priority measure for achieving net-zero emissions? (1) Announcing carbon reduction pledges (2) Implementing afforestation programs (3) Reducing electricity consumption (4) Joining international climate organizations | |
| Q13. Which of the following groups is not considered highly vulnerable to heat-related risks? (1) Patients with chronic diseases (2) Persons with physical or mental disabilities (3) Outdoor workers (4) Young adults | |
| Q14. “Net-zero emissions” means reducing anthropogenic greenhouse gas emissions to zero. (True/False) ☐ True ☑ False | |
| Strategy Knowledge (12) | Q15. Which of the following laws has been enacted in Taiwan in response to the severity of global climate change? (1) Climate Mitigation and Adaptation Act (2) Climate Change Response Act (3) Greenhouse Gas Reduction and Management Act (4) No such law exists | 
| Q16. In Taiwan’s 2050 Net-Zero Emissions Roadmap, which of the following is classified as a “carbon removal” strategy? (1) Just Transition (2) Energy efficiency (3) Net-zero green lifestyle (4) Natural carbon sinks | |
| Q17. In Taiwan, can private enterprises obtain “Voluntary Emission Reduction” by planting trees in their own private parks? (True/False) ☐ True ☑ False | |
| Q18. According to Taiwan’s Climate Change Response Act, local governments are required to develop climate change adaptation implementation plans. (True/False) ☑ True ☐ False | |
| Q19. Which international treaty currently governs global climate change responses under the United Nations? (1) Kyoto Protocol (2) Washington Convention (CITES) (3) Paris Agreement (4) Montreal Protocol | |
| Q20. Following the current global trend in carbon reduction, in which year has Taiwan set its national target for achieving net-zero emissions? (1) 2030 (2) 2040 (3) 2050 (4) 2060 | |
| Q21. Which of the following is not a potential impact of climate change? (1) Banks factoring climate risks into financing decisions (2) Continued increase in oil demand (3) Expansion of employment opportunities requiring climate expertise (4) Fluctuations in food prices | |
| Q22. Regarding the government agencies legally designated with responsibilities for climate change affairs in Taiwan, which of the following assignments is incorrect? (1) Just Transition is overseen by the National Development Council (NDC) (2) Carbon Fee Collection is overseen by the Ministry of Finance (3) Natural Carbon Sinks are overseen by the Ministry of Agriculture (MOA) (4) Mass Transit System Development is overseen by the Ministry of Transportation and Communications (MOTC) | 
Appendix A.1.2. Affective Domain (28)
| Sub-Domains | Question | Cronbach’s α | 
| Sensitivity (6) | Q23. Climate change is already happening. | 0.928 | 
| Q24. Climate change has already affected my life and the lives of my family and friends. | ||
| Q25. Global climate change has already entered a state of emergency. | ||
| Q26. More people in society are now discussing climate change. | ||
| Q27. The average summer temperature in Taiwan is becoming increasingly higher. | ||
| Q28. The summer season in Taiwan is becoming increasingly longer. | ||
| Values (12) | Q29. Everyone has a responsibility to respond to climate change. | 0.895 | 
| Q30. Climate change should be regarded as a national security issue. | ||
| Q31. The implementation of climate change policies should also consider the rights and interests of traditional energy-related industries. | ||
| Q32. In your opinion, to what extent is climate change related to the environment (e.g., environmental quality, ecological conservation)? | ||
| Q33. In your opinion, to what extent is climate change related to society (e.g., human well-being, social justice)? | ||
| Q34. In your opinion, to what extent is climate change related to the economy (e.g., economic development, urban construction)? | ||
| Q35. The impacts of climate change are equal for everyone. (Reverse-coded item) | ||
| Q36. Cross-departmental collaboration within the government is very important for responding to climate change. | ||
| Q37. International carbon reduction measures (e.g., supply chain decarbonization, carbon tariffs) will affect the cost of living. | ||
| Q38. Climate change response measures will affect the nature of my work responsibilities. | ||
| Q39. The government should develop long-term response plans for periods of extreme heat and cold weather. | ||
| Q40. The responsibilities of my department/unit are related to climate change. | ||
| Self-Efficacy (7) | Q41. My daily carbon-reduction actions can help mitigate global climate change. | 0.867 | 
| Q42. My work responsibilities contribute to the effectiveness of climate change response measures. | ||
| Q43. I am able to maintain my health during periods of extreme heat or cold (e.g., heatwaves, cold spells). | ||
| Q44. My knowledge and skills enable me to carry out tasks related to climate change response. | ||
| Q45. I am able to collaborate with personnel from other departments or agencies on projects or tasks related to climate change. | ||
| Q46. Climate change can create more opportunities for my professional development. | ||
| Q47. Climate change will bring more challenges to my work. | ||
| Sense of Hope (2) | Q48. I believe that through collective effort, climate change problems can be solved. | 0.808 | 
| Q49. I believe that there are people who are working to solve climate change problems. | ||
| Identity (1) | Q50. I will take actions to respond to climate change and live in a more sustainable way. | - | 
Appendix A.1.3. Behavioral Domain (13)
| Sub-Domains | Question | Cronbach’s α | 
| Individual Skills (5) | Q51. I am capable of collecting information on climate change that is relevant to the responsibilities (or professional) of my department. | 0.944 | 
| Q52. I am capable of interpreting professional scientific information related to climate change (e.g., carbon emissions, temperature changes). | ||
| Q53. I am capable of interpreting social information related to climate change (e.g., regulations and policies, social advocacy, industry trends). | ||
| Q54. I am capable of translating climate change knowledge into messages that colleagues or the public can easily understand. | ||
| Q55. I am capable of planning projects to respond to climate change. | ||
| Individual Behavior (5) | Q56. I regularly follow information related to climate change (e.g., news reports, online videos). | 0.792 | 
| Q57. I participate in climate change–related training courses organized by the government or civil society. | ||
| Q58. When making purchases, I prioritize products with carbon labels (e.g., carbon footprint labels). | ||
| Q59. I usually opt for a low-carb diet whenever possible. | ||
| Q60. In hot weather, I avoid exposing myself to high-temperature environments. | ||
| Civic Engagement (3) | Q61. I try to persuade colleagues or the public to take action in response to climate change. | 0.851 | 
| Q62. I pay attention to or prioritize supporting public figures who emphasize climate change policies. | ||
| Q63. I participate in civic activities related to climate change in my personal capacity (e.g., expressing public opinions, attending hearings, signing petitions). | 
Appendix A.1.4. Demographic Information (15)
- Q64. What is your gender?
- Q65. What is your year of birth (ROC year)? ____
- Q66. In which city/county is your current workplace located?
| Options for Q66: City/County of Workplace | ||
| (1) Keelung City (2) Taipei City (3) New Taipei City (4) Taoyuan City (5) Hsinchu City (6) Hsinchu County (7) Miaoli County (8) Taichung City | (9) Changhua County (10) Nantou County (11) Yunlin County (12) Chiayi City (13) Chiayi County (14) Tainan City (15) Kaohsiung City (16) Pingtung County | (17) Taitung County (18) Hualien County (19) Yilan County (20) Penghu County (21) Kinmen County (22) Lienchiang County | 
- Q67. What is your highest level of education?
- (1) Junior high school (2) Senior high school (3) Junior college (4) Bachelor’s degree (5) Master’s degree (6) Doctoral degree (7) Other: ________
- Q68. What is your current employment type?
- (1) Political appointee (2) Career civil servant (3) Contract-based employee
- (4) Manual worker (5) Temporary worker (6) Other: ________
- Q69. What is your job grade? (If you are not a career civil servant, please select “None.”)
- (1) None (2) Ordinary appointment (3) Select appointment (4) Distinguished appointment (5) Special appointment
- Q70. In which year did you enter the public service system? ____
- Q71. What is your field of expertise? (Please indicate based on your highest level of education; multiple selections allowed)
| Options for Q71: Field of Expertise | |
| (1) Information Technology (2) Engineering (3) Mathematics, Physics, and Chemistry (4) Medicine and Health Sciences (5) Life Sciences (6) Biological Resources (7) Earth and Environmental Sciences (8) Architecture and Design (9) Arts (10) Social Sciences and Psychology | (11) Mass Communication (12) Foreign Languages (13) Humanities (Literature, History, Philosophy) (14) Education (15) Law, Political Science, and Public Administration (16) Management (17) Finance and Economics (18) Recreation and Sports | 
- Q72. Have you ever been involved in climate change–related work/projects/activities (e.g., greenhouse gas reduction, mitigation and adaptation, low-carbon sustainability, net-zero emissions)?☐ Yes ☐ No
- Q73. What are your main sources of information on climate change? (Multiple selections allowed)(1) Formal school courses (during study period)(2) Exhibitions/Lectures/Performances(3) Workshops/Seminars(4) Newspapers/Magazines/Books(5) Television news/Programs/Advertisements(6) Movies/Documentaries(7) Non-governmental websites(8) Social media platforms (e.g., Facebook, Twitter, Instagram)(9) Online video platforms (e.g., Podcast, YouTube)(10) Instant messaging apps (e.g., Line, Messenger, other mobile apps)(11) Friends/Colleagues(12) External courses(13) Government resources (e.g., training programs)(14) Government websites(15) Other: _______
- Q74. To what extent is your current work related to climate change?(1) Not at all related (2) Slightly related (3) Moderately related (4) Related (5) Very strongly related
- Q75. To what extent does your immediate supervisor support integrating climate change considerations into your unit’s work?(1) Very high (2) High (3) Moderate (4) Low (5) Very low
- Q76. Are you currently employed in a central government agency or a local government agency?(1) Central government agency (2) Local government agency(If you select Central, proceed to Q77; if Local, skip to Q78.)
- Q77. Which central ministry/commission do you currently serve in?(1) Ministry of the Interior(2) Ministry of Foreign Affairs(3) Ministry of National Defense(4) Ministry of Finance(5) Ministry of Education(6) Ministry of Justice(7) Ministry of Economic Affairs(8) Ministry of Transportation and Communications(9) Ministry of Labor(10) Ministry of Agriculture(11) Ministry of Health and Welfare(12) Ministry of Environment(13) Ministry of Culture(14) National Science and Technology Council(15) Ministry of Digital Affairs(16) National Development Council(17) Mainland Affairs Council(18) Financial Supervisory Commission(19) Ocean Affairs Council(20) Overseas Community Affairs Council(21) Veterans Affairs Council(22) Council of Indigenous Peoples(23) Hakka Affairs Council(24) Public Construction Commission, Executive Yuan(25) Directorate-General of Budget, Accounting and Statistics, Executive Yuan(26) Directorate-General of Personnel Administration, Executive Yuan(27) Central Bank(28) National Palace Museum(29) Central Election Commission(30) Fair Trade Commission(31) National Communications Commission
- Q78. Which bureau/department/office do you currently serve in? ________
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| Variables | Description | Freq. | Percent | Cum. | 
|---|---|---|---|---|
| Gender | Male | 889 | 45.82 | 45.82 | 
| Female | 1051 | 54.18 | 100.00 | |
| Age (years) | 29 years and under | 270 | 13.92 | 13.92 | 
| 30–39 | 626 | 32.27 | 46.19 | |
| 40–49 | 621 | 32.01 | 78.20 | |
| 50–59 | 343 | 17.68 | 95.88 | |
| 60–69 | 80 | 4.12 | 100.00 | |
| Education level | Junior high school | 7 | 0.36 | 0.36 | 
| Senior high school | 34 | 1.75 | 2.11 | |
| Junior college | 115 | 5.93 | 8.04 | |
| Bachelor’s degree | 998 | 51.44 | 59.48 | |
| Master’s degree | 745 | 38.40 | 97.89 | |
| Doctoral degree (PhD) | 41 | 2.11 | 100.00 | |
| Seniority | 0–9 | 867 | 44.69 | 44.69 | 
| 10–19 | 646 | 33.30 | 77.99 | |
| 20–29 | 263 | 13.56 | 91.55 | |
| 30–39 | 155 | 7.99 | 99.54 | |
| 40 years and over | 9 | 0.46 | 100.00 | |
| Government Level | Central | 1106 | 57.01 | 57.01 | 
| Local | 834 | 42.99 | 100.00 | 
| Field of Expertise | Freq. | Percent | MK | MB | 
|---|---|---|---|---|
| Earth and Environmental Sciences | 81 | 4.18 | 12.65 | 3.49 | 
| Life Sciences | 62 | 3.20 | 12.00 | 3.45 | 
| Biological Resources | 37 | 1.91 | 11.73 | 3.47 | 
| Humanities (Literature, History, Philosophy) | 52 | 2.68 | 10.77 | 3.09 | 
| Mathematics, Physics, and Chemistry | 25 | 1.29 | 10.72 | 3.12 | 
| Engineering | 310 | 15.98 | 10.52 | 3.22 | 
| Medicine and Health Sciences | 54 | 2.78 | 10.33 | 3.45 | 
| Foreign Languages | 51 | 2.63 | 10.31 | 3.05 | 
| Finance and Economics | 144 | 7.42 | 10.31 | 3.06 | 
| Architecture and Design | 57 | 2.94 | 10.23 | 3.37 | 
| Information Technology | 113 | 5.82 | 10.20 | 3.06 | 
| Law, Political Science, and Public Administration | 225 | 11.60 | 9.99 | 3.05 | 
| Mass Communication | 31 | 1.60 | 9.90 | 3.26 | 
| Education | 46 | 2.37 | 9.89 | 3.09 | 
| Social Sciences and Psychology | 58 | 2.99 | 9.76 | 3.03 | 
| Management | 112 | 5.77 | 9.73 | 3.13 | 
| Recreation and Sports | 27 | 1.39 | 9.00 | 2.85 | 
| Arts | 40 | 2.06 | 8.63 | 3.30 | 
| Other: not specified | 415 | 21.39 | 9.32 | 2.90 | 
| Total | 1940 | 100.00 | 10.16 | 3.12 | 
| Dependent Variables | Definitions | VIF | 1/VIF | 
|---|---|---|---|
| Action | Degree of engagement in climate change behaviors | - | - | 
| Knowledge Domain | |||
| Content knowledge (CK) | Understanding of basic climate concepts | 1.25 | 0.80 | 
| Issue knowledge (IK) | Understanding of climate-related risks | 1.20 | 0.84 | 
| Strategy knowledge (SK) | Possessing actionable knowledge | 1.47 | 0.68 | 
| Affective Domain | |||
| Sensitivity | Degree of awareness of climate change impacts | 2.54 | 0.39 | 
| values | Degree of acknowledgment of climate change responsibility | 3.31 | 0.30 | 
| Self-Efficacy | Confidence in one’s ability to address climate change | 1.92 | 0.52 | 
| Sense of Hope | Confidence in achieving climate goals | 2.43 | 0.41 | 
| Identity | Degree of environmental self-identification | 2.65 | 0.38 | 
| Institutional variables | |||
| Once | Prior involvement in climate-related work | 1.38 | 0.72 | 
| Related | Degree of alignment between job responsibilities and climate change | 1.97 | 0.51 | 
| Support | Degree of supervisor support for climate change | 1.50 | 0.66 | 
| Demographics | |||
| Gender | Respondent’s gender | 1.11 | 0.90 | 
| Age | Respondent’s age | 2.74 | 0.36 | 
| Edu | Years of education | 1.11 | 0.90 | 
| Seniority | Years of service | 2.74 | 0.37 | 
| (1) | (2) | (3) | (4) | (5) | (6) | |
|---|---|---|---|---|---|---|
| Variables | Action | |||||
| CK | 0.021 | 0.017 | 0.013 | 0.020 | 0.016 | 0.013 | 
| (0.018) | (0.013) | (0.013) | (0.018) | (0.013) | (0.013) | |
| IK | −0.024 | −0.019 | −0.018 | −0.018 | −0.016 | −0.015 | 
| (0.021) | (0.015) | (0.014) | (0.021) | (0.015) | (0.015) | |
| SK | 0.041 *** | 0.0068 | −0.0046 | 0.039 *** | 0.0049 | −0.0067 | 
| (0.0086) | (0.0061) | (0.0062) | (0.0086) | (0.0061) | (0.0063) | |
| Sensitivity | - | −0.015 | −0.0049 | - | −0.011 | −0.00088 | 
| - | (0.025) | (0.024) | - | (0.025) | (0.025) | |
| values | - | 0.040 | −0.00088 | - | 0.037 | −0.0015 | 
| - | (0.037) | (0.037) | - | (0.037) | (0.037) | |
| Self-Efficacy | - | 0.61 *** | 0.56 *** | - | 0.61 *** | 0.56 *** | 
| - | (0.020) | (0.021) | - | (0.020) | (0.021) | |
| Sense of Hope | - | 0.0093 | 0.020 | - | 0.012 | 0.021 | 
| - | (0.022) | (0.021) | - | (0.022) | (0.021) | |
| Identity | - | 0.13 *** | 0.14 *** | - | 0.13 *** | 0.13 *** | 
| - | (0.023) | (0.023) | - | (0.023) | (0.023) | |
| Once | - | - | 0.053 * | - | - | 0.046 | 
| - | - | (0.029) | - | - | (0.029) | |
| Related | - | - | 0.067 *** | - | - | 0.065 *** | 
| - | - | (0.014) | - | - | (0.014) | |
| Support | - | - | 0.026 * | - | - | 0.028 ** | 
| - | - | (0.014) | - | - | (0.014) | |
| Gender | 0.067 ** | 0.0030 | −0.0066 | 0.050 | 0.0029 | −0.0035 | 
| (0.034) | (0.024) | (0.024) | (0.034) | (0.024) | (0.024) | |
| Age | 0.0024 | −0.0033 * | −0.0029 | 0.00079 | −0.0039 ** | −0.0035 * | 
| (0.0027) | (0.0019) | (0.0018) | (0.0027) | (0.0019) | (0.0019) | |
| Edu | 0.056 *** | 0.026 *** | 0.020 *** | 0.064 *** | 0.032 *** | 0.024 *** | 
| (0.011) | (0.0075) | (0.0074) | (0.011) | (0.0076) | (0.0076) | |
| Seniority | 0.0011 | 0.0035 * | 0.0030 | 0.0022 | 0.0043 ** | 0.0037 * | 
| (0.0028) | (0.0019) | (0.0019) | (0.0028) | (0.0019) | (0.0019) | |
| Constant | 1.79 *** | −0.0012 | 0.13 | 2.09 *** | 0.060 | 0.14 | 
| (0.19) | (0.15) | (0.15) | (0.24) | (0.18) | (0.18) | |
| City | Yes | Yes | Yes | |||
| Observations | 1940 | 1940 | 1940 | 1940 | 1940 | 1940 | 
| R-squared | 0.043 | 0.542 | 0.556 | 0.075 | 0.548 | 0.560 | 
| Central | Local | |||
|---|---|---|---|---|
| Coef. | Std. | Coef. | Std. | |
| CK | 0.019 | (0.017) | 0.0053 | (0.020) | 
| IK | −0.016 | (0.019) | −0.014 | (0.023) | 
| SK | −0.016 * | (0.0084) | 0.0024 | (0.0096) | 
| Sensitivity | −0.0038 | (0.033) | 0.0052 | (0.038) | 
| values | 0.013 | (0.049) | −0.011 | (0.058) | 
| Self-Efficacy | 0.55 *** | (0.028) | 0.57 *** | (0.034) | 
| Sense of Hope | 0.032 | (0.028) | 0.015 | (0.035) | 
| Identity | 0.13 *** | (0.029) | 0.13 *** | (0.036) | 
| Once | 0.016 | (0.040) | 0.093 ** | (0.043) | 
| Related | 0.088 *** | (0.019) | 0.023 | (0.023) | 
| Support | 0.017 | (0.018) | 0.054 ** | (0.024) | 
| Constant | −0.16 | (0.27) | 0.24 | (0.26) | 
| Control var. | Yes | Yes | ||
| City | Yes | Yes | ||
| Observations | 1106 | 834 | ||
| R-squared | 0.561 | 0.575 | ||
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Liang, C.; Yeh, S.-C.; Lin, P.-H.; Wu, H.C.; Liu, S.-Y. Environmental Institutional Determinants of Climate Behavior Among Taiwan’s Public Officials. Climate 2025, 13, 219. https://doi.org/10.3390/cli13110219
Liang C, Yeh S-C, Lin P-H, Wu HC, Liu S-Y. Environmental Institutional Determinants of Climate Behavior Among Taiwan’s Public Officials. Climate. 2025; 13(11):219. https://doi.org/10.3390/cli13110219
Chicago/Turabian StyleLiang, Chyi, Shin-Cheng Yeh, Pei-Hsuan Lin, Homer C. Wu, and Shiang-Yao Liu. 2025. "Environmental Institutional Determinants of Climate Behavior Among Taiwan’s Public Officials" Climate 13, no. 11: 219. https://doi.org/10.3390/cli13110219
APA StyleLiang, C., Yeh, S.-C., Lin, P.-H., Wu, H. C., & Liu, S.-Y. (2025). Environmental Institutional Determinants of Climate Behavior Among Taiwan’s Public Officials. Climate, 13(11), 219. https://doi.org/10.3390/cli13110219
 
        




 
                         
       