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      Modeling factors of biogas technology adoption: a roadmap towards environmental sustainability and green revolution

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          Abstract

          In a developing country such as Pakistan, adopting biogas technology is a complicated process. The government has taken several steps to address energy issues by increasing biogas facilities. This research seeks to identify the major barriers to the deployment of biogas plants. Respondents were selected using the snowball sampling method. As a result, 79 adopters of biogas plants participated. Utilizing a structured questionnaire, primary data were collected. Hypotheses were evaluated using partial least squares structural equation modeling (PLS-SEM). Study results demonstrate that all influencing factors are favorably associated with implementing biogas technology, minimizing energy crises, and achieving cost-cutting objectives. In addition, the findings show that properly reducing economic and governmental barriers, encourage farmers to use biogas plants productively and substantially. To build biogas facilities, the government should adopt an economic strategy, owner training, day-to-day operations, and professional technical assistance.

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          Most cited references77

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          Structural equation modeling in practice: A review and recommended two-step approach.

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            PLS-SEM: Indeed a Silver Bullet

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              Partial least squares structural equation modeling (PLS-SEM)

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                Author and article information

                Contributors
                irfansahar@bit.edu.cn
                Journal
                Environ Sci Pollut Res Int
                Environ Sci Pollut Res Int
                Environmental Science and Pollution Research International
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                0944-1344
                1614-7499
                13 September 2022
                : 1-23
                Affiliations
                [1 ]GRID grid.261049.8, ISNI 0000 0004 0645 4572, School of Economics and Management, , North China Electric Power University, ; Beijing, 102206 China
                [2 ]GRID grid.261049.8, ISNI 0000 0004 0645 4572, Beijing Key Laboratory of New Energy and Low-Carbon Development, , North China Electric Power University, ; Beijing, 102206 China
                [3 ]GRID grid.30055.33, ISNI 0000 0000 9247 7930, School of Management and Economics, , Dalian University of Technology, ; Dalian, People’s Republic of China
                [4 ]GRID grid.43555.32, ISNI 0000 0000 8841 6246, School of Management and Economics, , Beijing Institute of Technology, ; Beijing, 100081 China
                [5 ]GRID grid.43555.32, ISNI 0000 0000 8841 6246, Center for Energy and Environmental Policy Research, , Beijing Institute of Technology, ; Beijing, 100081 China
                [6 ]GRID grid.444859.0, ISNI 0000 0004 6354 2835, Department of Business Administration, , ILMA University, ; Karachi, 75190 Pakistan
                Author notes

                Responsible Editor: Ilhan Ozturk

                Author information
                http://orcid.org/0000-0003-1446-583X
                Article
                22894
                10.1007/s11356-022-22894-0
                9469062
                36098916
                6b5f9ed0-9918-43d7-8ed7-60c432d86425
                © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

                This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.

                History
                : 5 April 2022
                : 1 September 2022
                Categories
                Research Article

                General environmental science
                biogas plants,renewable energy,biogas expertise,barriers,environmental sustainability,green energy,pakistan

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