Clustering technique for analysing environmental attitude among undergraduate students in Purulia district, West Bengal
Surajit Mahato, Sidho-Kanho-Birsha University, Purulia, West Bengal, India, India
Ramesh Chandra Mahato, Sidho-Kanho-Birsha University, Purulia, West Bengal, India, India
Bishal Das, Sidho-Kanho-Birsha University, Purulia, West Bengal, India, India
Abstract
This study aims to explore inter-dimension relationships in the environment, identifying clusters based on independent variables (Stream, gender, location) and their consequences on Environmental Behaviour (EB), Environmental Opinion (EO), and Environmental Emotion (EE) among undergraduates in Purulia district, West Bengal. Using a descriptive survey method with randomly sampled participants, the study employs the "Environmental Attitude Scale" developed by Uzun et al. (2019) and statistical techniques such as the Product Moment Method for calculate and Two-Step Clustering techniques. The results reveal significant correlations between Environmental Behaviour (EB), Environmental Emotion (EE), Environmental Attitude (EA), and Environmental Opinion (EO). Factors like Stream, gender, and location contribute to distinct clusters, emphasizing their influence on environmental aspects. Overall, the study provides valuable insights into the multifaceted dynamics of environmental attitudes and behaviours, underscoring the importance of considering various factors in addressing environmental issues.
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Adhikari, A. & Sen, S. (2023a). Cluster Analysis on Institutional commitment and organizational climate. International Journal of Research publication and reviews, 4(5), 4974-4988.
Adhikari, A. & Sen, S. (2023b). Recent Trends of Cluster Analysis in Education. International Research Journal of Modernization in Engineering Technology and Science, 5(8), 1858-1861.
Adhikari, A. (2023). Application of Mahalanobis Distance in Education and Educational Psychology: A Mini Review. Innovare of Education, 11(4), 5-7.
Adhikari, A. (2023b). Socio-Educational Perspective: A Study on Human Adjustment. EPRA International Journal of Research & Development (IJRD), 8(1), 97-101.
Adhikari, A., Gayen, P., Mahato, R. C., Pal, I., & Sen, S. (2023a). Multi-dimensional Data Analysis in Education: Accumulation and Comparison among Variables. International Journal of Research Publication and Reviews, 4(5), 2243-2245.
Adhikari, A., Gayen, P., Sutradhar, A., & Sen, S. (2023b). Measure for Measure: Statistics in Education. International Journal of Research Publication and Reviews, 4(5), 4239-4243.
Adhikari, A., Mahato, R.C., Gorain, S.C., & Sen, S. (2023). A Review on Parametric and Non-Parametric Test in Education. International Journal of Research and Analytical Reviews (IJRAR), 10(2), 796-801.
Ahmed, E. A., Banerjee M., Sen, S., Chatterjee P. (2020). Application of Mahalanobis Δ2 on achievement tests on Mathematics: a study on higher secondary level students. Indian Journal of Psychology and Education, 10(1), 36-40.
Ahmed, E. A., Banerjee, M., Sen, S. & Chatterjee, P. (2021). Comparison of achievement of higher secondary subjects among tribal and non-tribal students of Bodoland Territorial Region, Assam, India using Mahalanobis distance. Journal of Calcutta Mathematical Society, 17(1), 61–66.
Ahmed, E. A., Karim M. R., Banerjee M., Sen, S., Chatterjee, P., & Mandal, G. (2022a). A comparative study on academic achievement of Mathematics and English with other subjects of secondary level in BTR of Assam, India using Mahalanobis distance, Education Research International, 1-10.
Ansary, K., Ansary, S., Adhikari, A., & Sen, S. (2023). Clustering Technique for Analysing Attitude towards Value-oriented Education among Undergraduate Students. International Journal of Research Publication and Reviews, 4(5), 5576-5584.
Das, B. (2023). Application Of Mahalanobis Distance as A Measure on Lifestyle of Health and Sustainability and its Components. The Social Science Review A Multidisciplinary Journal, 1(1), 44-52.
Das, B., Gayen, P., & Sen, S. (2023). Lifestyle of Health and Sustainability (LOHAS): A Comparative Study on Undergraduate Students. International Journal of Advanced Research in Science Communication and Technology (IJARSCT), 3(1), 32-44.
Das, B., Gayen, P., & Sen, S. (2023). Lifestyle Of Health and Sustainability (LOHAS) Of Undergraduate Students of Purulia District of West Bengal. EPRA International Journal of Socio-Economic and Environmental Outlook (SEEO), 10(8), 13-19.
Das, B., Mahato, S., & Gayen, P. (2024). Lifestyles Of Health and Sustainability (LOHAS): Differentiating Relationships in Regard to Stream of Study. The Social Science Review A Multidisciplinary Journal, 2(1), 1-13.
Das, B., Mahato, S., & Sen, S. (2023). Clustering Technique for Analyzing Lifestyle of Health and Sustainability of Undergraduate Students. International Journal of Advanced Research in Science Communication and Technology, 3(1), 207-221.
Dey, B., & Bairagya, S. (2023). The Green Economy Is a Road Map for A Sustainable Lifestyle. International journal of multidisciplinary educational research, 12(1), 34-36.
Dian, W., Pambudi, W. F., Janny, A. D., Bintang, S., Sukrisno, & Kundori, K. (2022). The mediating role of environmental sustainability between green human resources management, green supply chain, and green business: A conceptual model. Uncertain Supply Chain Management, 10(3), 1-13.
Duarte, M., Dias, Á., Sousa, B., & Pereira, L. (2023). Lifestyle Entrepreneurship as a Vehicle for Leisure and Sustainable Tourism. Int. J. Environ. Res. Public Health, 20, 3241.
Gorain, S. C., Saha, B., Maji, S., & Sen, S. (2022). A Study on Relationship and Cluster Analysis among Internet Dependency, Social Isolation and Personality. International Journal of Research Publication and Reviews, 3(1), 884-888.
Haldar, P., Roy, S., Gorain, S. C., Adhikari, A. & Saha, B. (2022). Measuring Attitude towards Sustainable Development among Trainee Teachers in Purulia District of West Bengal. American Journal of Educational Research, 10(12), 682-696.
Hendriyani, M. E., Rafenia, V., Maharani, S., & Al-Azis, H. (2023). The Implementation of the Independent Curriculum through Independent Project on Sustainable Lifestyle Theme for Grade 10 Students. Jurnal Pendidikan Indonesia Gemilang, 3(2), 242-253.
Islam, D., Bhuiyan, M. (2018). Sundarbans Mangrove Forest of Bangladesh: Causes of degradation and sustainable management options. Environmental Sustainability, 1, 113–131.
Khatun, S., Ansary, K., and Adhikari, A. (2022). Attitude Towards Yoga Education among Undergraduate Students. EPRA International Journal of Multidisciplinary Research (IJMR), 8(12), 9-13.
Kumari, S. (2022). Sustainable Lifestyle for Healthy Environment. EIACP: Geodiversity and Impact on Environment, 27(3), 17-21.
Mahato, R. C. & Sen, S. (2021). Application of Mahalanobis Distance to Determine the Dynamical Nature of Academic Stress, Self-efficacy in Mathematics and Anxiety in Mathematics. International Journal of Advances in Engineering and Management (IJAEM), 3(5), 1398-1401.
Mahato, S., Das, B., & Gayen, P. (2024). Achievement On Language Subjects of Secondary School Students: Differentiating Relationships in Regard to Gender and Type of Institute. The Social Science Review A Multidisciplinary Journal, 2(1), 78-86.
Mahato, S., Das, B., & Sen, S. (2023). Test of Changing Status in Achievement on Language Subject for Class VII Student: A Study by Mahalanobis Distance. International Journal of Research Publication and Reviews, 4(10), 1540-1545.
Mohanta, R., Adhikari, A., Pal, I., & Sen, S. (2023). Introspecting Institutional Commitment Using Cluster Analysis. International Research Journal of Education and Technology, 5(4), 198-217.
Mohanta, R., Sen, S., Adhikari, A., & Pal, I. (2023). Perceptional Environment: A Study on Organizational Climate Using Cluster Analysis. International Journal of Research Publication and Reviews, 4(4). 1336-1346.
Roberts, K. E., Beckenkamp, P. R., Ferreira, M. L., Duncan, G. E., Calais-Ferreira, L., Gatt, J. M., & Ferreira, P. (2022). Positive lifestyle behaviours and emotional health factors are associated with low back pain resilience. Eur Spine J, 31(12), 3616-3626.
Saha, B., Sen, S., & Adhikari, A. (2021). Analysis of Attitude Towards Yoga Among College Students Using Clustering Techniques. EPRA International Journal of Multidisciplinary Research (IJMR), 7(9), 308-314.
Scozzese, G., & Gelli, M. (2023). Lifestyle as a Branding Strategy for the Sustainable Brand. European Scientific Journal, ESJ, 19(22), 1.
Uzun, N., Gilbertson, K., Keles, O., & Ratinen, I. (2019). Environmental Attitude Scale for Secondary School, High School and Undergraduate Student: Validity and Reliability Study. Journal of Education in science, Environment and Health (JESEH), 5(1), 79-90.
Sen, S. & Pal, I. (2020). Mahalanobis Distance: A Study on Achievement of Science and Mathematics. International Journal of Creative Research Thoughts, 8(7), 2542-2547.
Sen, S., Adhikari, A., Ansary, K., & Roy, S. (2023a). Clustering Technique for Analyzing Leadership Style of the Head of the Institutions. International Journal of Advanced Research in Science, Communication and Technology (IJARSCT), 3(3), 220-228.
Sen, S., Gayen, P., Pal, I., Sutradhar, A., Ansary, K., Mahato, R.C., & Adhikari, A. (2023b). Comparison among different leadership styles of head of the institution of West Bengal by Mahalanobis distance. International Research Journal of Modernization in Engineering Technology and Science, 5(4), 5005-5010
Sen, S., Gayen, P., Pal, I., Sutradhar, A., Ansary, K., Mahato, R.C., & Adhikari, A. (2023c). Comparison among Different Leadership Styles of Head of the Institution of West Bengal by Mahalanobis Distance. International Research Journal of Modernization in Engineering Technology and Science, 5(4), 5005-5010.
Stillwell, A. S., Cominola, A., & Beal, C. D. (2023). Understanding resource consumption and sustainability in the built environment. Environmental Research Infrastructure and Sustainability, 3(3), 1-4.
DOI: https://doi.org/10.21831/jss.v21i1.71925
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