BMF CP54: The effects of political ideology and climate change perception on water conservation behaviors
AISDL Team
September 4, 2023
“Even more questionable is how flimsy each piece of the whistling pine tree is sewn together—and despite vehement insistent from Sparrow that the house is very much stable—all Kingfisher sees is its imminent collapse.”
— In “Mansion”; The Kingfisher Story Collection [1].
1. Project description
1.1. Main objectives
The current study has two objectives:
- Examine whether the residents’ perceived impact of climate change on water supply affects their water conservation behaviors.
- Examine whether being a member of the Republican party moderates the relationship between the perceived impact of climate change on water supply and water conservation behaviors.
Findings from this study are expected to contribute to promoting the eco-surplus culture for achieving the environmental semiconducting principle [2].
1.2. Materials
The mindsponge theory will be used for conceptual development, and Bayesian Mindsponge Framework (BMF) analytics will be used for statistical analysis on a dataset of 1831 water utility residential account holders in Albuquerque, New Mexico, USA [3]. The bayesvl R package, aided by the Markov chain Monte Carlo (MCMC) algorithm, will be employed for statistical analyses [2,4]. For more information on BMF analytics, portal users can refer to [2]. Data and code snippets of this initial analysis were deposited at: https://osf.io/tb9ps/
1.3. Main findings
The analysis shows that the perceived impact of climate change on water supply positively affects the water conservation behaviors of New Mexico residents, but being a member of the Republican party has no moderation effect on the relationship between the perceived impact of climate change and water conservation behaviors (see Figure 1).
Figure 1. Estimated coefficients of the constructed model
2. Collaboration procedure
Portal users should follow these steps for registering to participate in this research project:
- Create an account on the website (preferably using an institution email).
- Comment your name, affiliation, and your desired role in the project below this post.
- Patiently wait for the formal agreement on the project from the AISDL mentor.
If you have further inquiries, please contact us at aisdl_team@mindsponge.info
If you have been invited to join the project by an AISDL member, you are still encouraged to follow the above formal steps.
All the resources for conducting and writing the research manuscript will be distributed upon project participation.
AISDL mentor for this project: Minh-Hoang Nguyen.
AISDL members who have joined this project: Quan-Hoang Vuong.
*Implementation: The research project strictly adheres to scientific integrity standards, including authorship rights and obligations, without incurring an economic burden at participants' expenses.
References
[1] Vuong QH. (2022). The Kingfisher Story Collection. https://www.amazon.com/dp/B0BG2NNHY6
[2] Nguyen MH, Jones TE. (2022). Building eco-surplus culture among urbanresidents as a novel strategy to improve finance for conservation in protected areas. Humanities and Social Sciences Communications, 9, 426.
[3] Distler LN, Scruggs CE. (2020). Survey data on perceptions of water scarcity and potable reuse from water utility customers in Albuquerque, New Mexico. Data in Brief, 29, 105289.
[4] La VP, Vuong QH. (2019). bayesvl: Visually Learning the Graphical Structure of Bayesian Networks and Performing MCMC with 'Stan'. The Comprehensive R Archive Network.