Partial Least Square-Structural Equation Modeling as a Model of Community Participation in Macroplastic Waste Management in Cikapundung River (Case Study: Baleendah District) Bandung Regency
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Accepted
2 January 2024
Published
11 September 2024
Keywords:
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Waste, Plastic, Management, Structural Equation Modeling, Partial Least Square
Abstract
Waste is an environmental issue owing to its increasing amount. The type of waste that is currently an important problem is plastic waste, which can endanger living things and the environment. This study aimed to analyze the community participation factors that affect waste management. This study used interview methods and completed questionnaires from as many as 50 respondents in Baleendah District, West Java Province. The collected data were analyzed using the Partial Least Square-Structural Equation Modeling (PLS-SEM) method with the approach of several latent variables, each of which was equipped with indicators. The PLS-SEM model was evaluated using the Outer Model and Inner Models. The results showed that, in the measurement model, all indicators were valid and reliable for measuring the constructed construct. In the structural model of the results of hypothesis testing with the bootstrapping method, it can be concluded that the variables of External Factors and Waste Management significantly affect the variables of Waste Management; the variable of Waste Management significantly affects the variable Impact of Waste Management, while the variable of Waste Reduction insignificantly affects the variable of Waste Management. The results of this study can be used as recommendations for implementing strategies to increase community participation in plastic waste management.
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Vriend P, Schoor M, Rus M, Oswald SB, Collas FPL. 2023. Macroplastic concentrations in the water column of the river Rhine increase with higher discharge. Sci Total Environ. 900 July:165716. doi:10.1016/j.scitotenv.2023.165716.
Yusvita G, Rinjani I, Arum Suminar L, Resa Andira E, Wahyudin W, Puspa Sari R. 2021. Analisis Usaha Tote Bag Ramah Lingkungan sebagai Solusi Guna Mengurangi Sampah Plastik. Go-Integratif J Tek Sist dan Ind. 2(01):12–23. doi:10.35261/gijtsi.v2i01.5254.
Zakia Z, Agustina D, Dewi MP, Ismowati M, Vikaliana R, Saputra M. 2019. Mewujudkan Sistem Pengelolaan Sampah Melalui Program Citarum Harum. J Komunitas J Pengabdi Kpd Masy. 1(2):38–43. doi:10.31334/jks.v2i1.291.
Atanga RA. 2020. The role of local community leaders in flood disaster risk management strategy making in Accra. Int J Disaster Risk Reduct. 43:101358. doi:10.1016/j.ijdrr.2019.101358.
Cunha MC, Tsiaras K, Marques JR, Hatzonikolakis Y, Dias LC, Triantaphyllidis G. 2023. A multi-criteria assessment of the implementation of innovative technologies to achieve different levels of microplasticsand macroplastics reduction. Mar Pollut Bull. 191 October 2022:1–12. doi:10.1016/j.marpolbul.2023.114906.
Guo H, Goulden M, Chung MG, Nyelele C, Egoh B, Keske C, Conklin M, Bales R. 2023. Valuing the benefits of forest restoration on enhancing hydropower and water supply in California’s Sierra Nevada. Sci Total Environ. 876 August 2022:162836. doi:10.1016/j.scitotenv.2023.162836.
Hair J, Hollingsworth CL, Randolph AB, Chong AYL. 2017. An updated and expanded assessment of PLS-SEM in information systems research. Ind Manag Data Syst. 117(3):442–458. doi:10.1108/IMDS-04-2016-0130.
Hartmann NB, Hüffer T, Thompson RC, Hassellöv M, Verschoor A, Daugaard AE, Rist S, Karlsson T, Brennholt N, Cole M, et al. 2019. Are We Speaking the Same Language? Recommendations for a Definition and Categorization Framework for Plastic Debris. Environ Sci Technol. 53(3):1039–1047. doi:10.1021/acs.est.8b05297.
Iyabu N, Duludu UAT., Zubaidi M. 2021. Peran Masyarakat Dalam Pengolahan Sampah Di Kelurahan Pentadu. Jambura J Community Empower. 2(1):13–22. doi:10.37411/jjce.v2i1.691.
Jia T, Kapelan Z, de Vries R, Vriend P, Peereboom EC, Okkerman I, Taormina R. 2023. Deep learning for detecting macroplastic litter in water bodies: A review. Water Res. 231 May 2022:119632. doi:10.1016/j.watres.2023.119632.
Jonathan G, Anondho B. 2018. Perbandingan Antara Pls Sem Dan Analisis Faktor Untuk Identifikasi Faktor Pengaruh Eksternal Proyek. JMTS J Mitra Tek Sipil. 1(2):123. doi:10.24912/jmts.v1i2.2668.
Karnowati NB, Yuwono DT, Tinggi S, Ekonomi I, Cilacap M. 2022. Identifikasi Faktor Eksternal Terhadap Peran Masyarakat Dalam Pengelolaan Sampah Plastik Pantai Teluk Penyu Cilacap. 21(3):522–533. doi:10.14710/jil.21.3.522-533.
Kukkola A, Runkel RL, Schneidewind U, Murphy SF, Kelleher L, Sambrook Smith GH, Nel HA, Lynch I, Krause S. 2023. Prevailing impacts of river management on microplastic transport in contrasting US streams: Rethinking global microplastic flux estimations. Water Res. 240 May:120112. doi:10.1016/j.watres.2023.120112.
Liro M, van Emmerik THM, Zielonka A, Gallitelli L, Mihai FC. 2023. The unknown fate of macroplastic in mountain rivers. Sci Total Environ. 865 November 2022:161224. doi:10.1016/j.scitotenv.2022.161224.
Noeraga MAA, Yudana G, Rahayu P. 2020. Pengaruh Pertumbuhan Penduduk dan Penggunaan Lahan Terhadap Kualitas Air Bersih. 2(1):70-85. doi:17058-99984-1-Pb.
Patil R, Wei Y, Shulmeister J. 2023. Change in centre of timing of streamflow and its implications for environmental water allocation and river ecosystem management. Ecol Indic. 153 June:110444. doi:10.1016/j.ecolind.2023.110444.
Priliantini A, Krisyanti K, Situmeang IV. 2020. Pengaruh Kampanye #PantangPlastik terhadap Sikap Ramah Lingkungan (Survei pada Pengikut Instagram @GreenpeaceID)
DOI: 10.31504/komunika.v9i1.2387. J Komunika J Komunikasi, Media dan Inform. 9(1):40. doi:10.31504/komunika.v9i1.2387.
Sattayapanich T, Janmaimool P, Chontanawat J. 2022. Factors Affecting Community Participation in Environmental Corporate Social Responsibility Projects: Evidence from Mangrove Forest Management Project. J Open Innov Technol Mark Complex. 8(4):1–28. doi:10.3390/joitmc8040209.
Sekharan S, Samal DR, Phuleria HC, Chandel MK, Gedam S, Kumar R, Sethi V, Supate AR, Karmakar S. 2022. River pollution monitoring over an industrial catchment in urban ecosystem: Challenges and proposed geospatial framework. Environ Challenges. 7 February:100496. doi:10.1016/j.envc.2022.100496.
Sholiha EUN, Salamah M. 2015. Structural Equation Modeling-Partial Least Square for Modeling District/City Health Degrees in East Java. J Sains Dan Seni Its. 4(2):169–174. http://id.portalgaruda.org/index.php?ref=browse&mod=viewarticle&article=415116.
Sholihin M, Dwi R. 2013. Analisis SEM-PLS dengan WARPLS 7.0 untuk Hubungan Nonlinier dalam Penelitian Sosial dan Bisnis. Yogyakarta (ID): Penerbit Andi.
Siahaan U, Eni SP, Ulinata. 2019. Pengurangan Volume Sampah Dengan Memanfaatkan Dan Mendaur Ulang Sampah Melalui Kegiatan Pembuatan Pupuk Organik-Kompos. J Comunità Serv J Terkait Kegiat Pengabdi Kpd Masyarakat, terkhusus Bid Teknol Kewirausahaan dan Sos Kemasyarakatan. 1(1):1–10. doi:10.33541/cs.v1i1.948.
Vriend P, Schoor M, Rus M, Oswald SB, Collas FPL. 2023. Macroplastic concentrations in the water column of the river Rhine increase with higher discharge. Sci Total Environ. 900 July:165716. doi:10.1016/j.scitotenv.2023.165716.
Yusvita G, Rinjani I, Arum Suminar L, Resa Andira E, Wahyudin W, Puspa Sari R. 2021. Analisis Usaha Tote Bag Ramah Lingkungan sebagai Solusi Guna Mengurangi Sampah Plastik. Go-Integratif J Tek Sist dan Ind. 2(01):12–23. doi:10.35261/gijtsi.v2i01.5254.
Zakia Z, Agustina D, Dewi MP, Ismowati M, Vikaliana R, Saputra M. 2019. Mewujudkan Sistem Pengelolaan Sampah Melalui Program Citarum Harum. J Komunitas J Pengabdi Kpd Masy. 1(2):38–43. doi:10.31334/jks.v2i1.291.
Authors
Fahriyatun MufidahF., KosmaryandiN., Taryono and HariyadiS. (2024) “Partial Least Square-Structural Equation Modeling as a Model of Community Participation in Macroplastic Waste Management in Cikapundung River (Case Study: Baleendah District) Bandung Regency”, Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management). Bogor, ID, 14(4), p. 708. doi: 10.29244/jpsl.14.4.708.
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