Bosh muharrir: Sharipov Qo‘ng‘irotboy Avezimbetovich Bosh muharrir o‘rinbosari: Karimov Norboy G‘aniyevich



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3.1. Survey Design and Implementation
To gather data on environmental culture and sustainable practices, a survey will be conducted using Goo-
gle Forms. Google Forms provides a user-friendly and accessible platform for designing and distributing sur-
veys. The survey will include questions aimed at capturing respondents’ perceptions, beliefs, and behaviors 
related to environmental culture. It will also inquire about specific sustainable practices and their frequency of 
adoption.
3.2. Sampling Procedure:
A representative sample will be selected to ensure the generalizability of the findings. To achieve this, a 
systematic random sampling approach will be employed. The target population will be defined based on the 
desired scope of the study, such as a specific geographical area or a particular demographic group. From this 
population, a random sample of participants will be invited to complete the online survey.
3.3. Data Collection and Analysis:
Data collected through the Google Forms survey will be exported and prepared for analysis. Categorical 
variables will be identified and appropriately coded for further analysis. Descriptive statistics will be calculated 
to summarize respondents’ characteristics, environmental culture, and sustainable practices.
3.4. Ologit Analysis:
To investigate the relationship between environmental culture and sustainable practices, an ordered logit 
(ologit) regression analysis will be employed. The ologit model is suitable when the dependent variable consists 
of multiple ordered categories, such as varying levels of sustainable practice adoption. This analysis will help 
identify the factors influencing sustainable practices and their impact on environmental culture.
Yi = 1 if Y*i is ≤ κ1 (equation 1)
Yi = 2 if κ1 ≤ Y*i ≤ κ2 (equation2)
Yi = 3 id Y*i ≥ κ2 (equation3)
3.5. Marginal Effects and Marginplot:
The ologit analysis will generate marginal effects, which measure the impact of independent variables on 
the probabilities of different levels of sustainable practice adoption. These effects will provide insights into how 


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changes in environmental culture variables influence the likelihood of adopting different sustainable practices. 
Furthermore, marginplot visualization techniques will be used to graphically represent the relationship between 
environmental culture variables and sustainable practices, enhancing the interpretation and communication of 
the findings.

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