Analysis of the environmental behavior of farmers for non-point source pollution control and management in a water source protection area in China
The environmental behavior of farmers plays an important role in exploring the causes of non-point source pollution and taking scientific control and management measures. Based on the theory of planned behavior (TPB), the present study investigated the environmental behavior of farmers in the Water...
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Veröffentlicht in: | The Science of the total environment 2018-08, Vol.633, p.1126-1135 |
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creator | Wang, Yandong Yang, Jun Liang, Jiping Qiang, Yanfang Fang, Shanqi Gao, Minxue Fan, Xiaoyu Yang, Gaihe Zhang, Baowen Feng, Yongzhong |
description | The environmental behavior of farmers plays an important role in exploring the causes of non-point source pollution and taking scientific control and management measures. Based on the theory of planned behavior (TPB), the present study investigated the environmental behavior of farmers in the Water Source Area of the Middle Route of the South-to-North Water Diversion Project in China. Results showed that TPB could explain farmers' environmental behavior (SMC=0.26) and intention (SMC=0.36) well. Furthermore, the farmers' attitude towards behavior (AB), subjective norm (SN), and perceived behavioral control (PBC) positively and significantly influenced their environmental intention; their environmental intention further impacted their behavior. SN was proved to be the main key factor indirectly influencing the farmers' environmental behavior, while PBC had no significant and direct effect. Moreover, environmental knowledge following as a moderator, gender and age was used as control variables to conduct the environmental knowledge on TPB construct moderated mediation analysis. It demonstrated that gender had a significant controlling effect on environmental behavior; that is, males engage in more environmentally friendly behaviors. However, age showed a significant negative controlling effect on pro-environmental intention and an opposite effect on pro-environmental behavior. In addition, environmental knowledge could negatively moderate the relationship between PBC and environmental intention. PBC had a greater impact on the environmental intention of farmers with poor environmental knowledge, compared to those with plenty environmental knowledge. Altogether, the present study could provide a theoretical basis for non-point source pollution control and management.
[Display omitted]
•Using social psychological method studied management of non-point source pollution•Subjective norm had the greatest impact on environmental behavior.•The mediation effect of environmental intent was tested.•Tested moderated mediation model of environmental knowledge. |
doi_str_mv | 10.1016/j.scitotenv.2018.03.273 |
format | Article |
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[Display omitted]
•Using social psychological method studied management of non-point source pollution•Subjective norm had the greatest impact on environmental behavior.•The mediation effect of environmental intent was tested.•Tested moderated mediation model of environmental knowledge.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2018.03.273</identifier><identifier>PMID: 29758864</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Environmental knowledge ; Farmers' environmental behavior ; Non-point source pollution ; Theory of planned behavior</subject><ispartof>The Science of the total environment, 2018-08, Vol.633, p.1126-1135</ispartof><rights>2018 Elsevier B.V.</rights><rights>Copyright © 2018 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-1c8bea154a605d02142fea10c949c5b6f3b57a86a4808e1391f3f96ce8c153b03</citedby><cites>FETCH-LOGICAL-c371t-1c8bea154a605d02142fea10c949c5b6f3b57a86a4808e1391f3f96ce8c153b03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2018.03.273$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29758864$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Yandong</creatorcontrib><creatorcontrib>Yang, Jun</creatorcontrib><creatorcontrib>Liang, Jiping</creatorcontrib><creatorcontrib>Qiang, Yanfang</creatorcontrib><creatorcontrib>Fang, Shanqi</creatorcontrib><creatorcontrib>Gao, Minxue</creatorcontrib><creatorcontrib>Fan, Xiaoyu</creatorcontrib><creatorcontrib>Yang, Gaihe</creatorcontrib><creatorcontrib>Zhang, Baowen</creatorcontrib><creatorcontrib>Feng, Yongzhong</creatorcontrib><title>Analysis of the environmental behavior of farmers for non-point source pollution control and management in a water source protection area in China</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>The environmental behavior of farmers plays an important role in exploring the causes of non-point source pollution and taking scientific control and management measures. Based on the theory of planned behavior (TPB), the present study investigated the environmental behavior of farmers in the Water Source Area of the Middle Route of the South-to-North Water Diversion Project in China. Results showed that TPB could explain farmers' environmental behavior (SMC=0.26) and intention (SMC=0.36) well. Furthermore, the farmers' attitude towards behavior (AB), subjective norm (SN), and perceived behavioral control (PBC) positively and significantly influenced their environmental intention; their environmental intention further impacted their behavior. SN was proved to be the main key factor indirectly influencing the farmers' environmental behavior, while PBC had no significant and direct effect. Moreover, environmental knowledge following as a moderator, gender and age was used as control variables to conduct the environmental knowledge on TPB construct moderated mediation analysis. It demonstrated that gender had a significant controlling effect on environmental behavior; that is, males engage in more environmentally friendly behaviors. However, age showed a significant negative controlling effect on pro-environmental intention and an opposite effect on pro-environmental behavior. In addition, environmental knowledge could negatively moderate the relationship between PBC and environmental intention. PBC had a greater impact on the environmental intention of farmers with poor environmental knowledge, compared to those with plenty environmental knowledge. Altogether, the present study could provide a theoretical basis for non-point source pollution control and management.
[Display omitted]
•Using social psychological method studied management of non-point source pollution•Subjective norm had the greatest impact on environmental behavior.•The mediation effect of environmental intent was tested.•Tested moderated mediation model of environmental knowledge.</description><subject>Environmental knowledge</subject><subject>Farmers' environmental behavior</subject><subject>Non-point source pollution</subject><subject>Theory of planned behavior</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFkc9u3CAQxlHVqNkkfYWWYy92wfgPHFerpo0UqZf2jMZ43GVlwxbwVnmNPnFxN9lruKDR_L5vBj5CPnJWcsbbz4cyGpt8QncqK8ZlyURZdeIN2XDZqYKzqn1LNozVslCt6q7JTYwHlk8n-TtyXamukbKtN-Tv1sH0FG2kfqRpjzQ72uDdjC7BRHvcw8n6sHZHCDOGSMdcOu-Ko7cu0eiXYJAe_TQtyXpHjXcp-ImCG-gMDn7h6kWto0D_QMJwkYS8v_mvgYCwEru9dXBHrkaYIr5_vm_Jz_svP3bfisfvXx9228fCiI6nghvZI_CmhpY1A6t4XY25ZkbVyjR9O4q-6UC2UEsmkQvFRzGq1qA0vBE9E7fk09k3L_J7wZj0bKPBaQKHfom6YkJVigumMtqdURN8jAFHfQx2hvCkOdNrIPqgL4HoNRDNhM6BZOWH5yFLP-Nw0b0kkIHtGcD81JPFsBqhMzjYkH9HD96-OuQfy26kZQ</recordid><startdate>20180815</startdate><enddate>20180815</enddate><creator>Wang, Yandong</creator><creator>Yang, Jun</creator><creator>Liang, Jiping</creator><creator>Qiang, Yanfang</creator><creator>Fang, Shanqi</creator><creator>Gao, Minxue</creator><creator>Fan, Xiaoyu</creator><creator>Yang, Gaihe</creator><creator>Zhang, Baowen</creator><creator>Feng, Yongzhong</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20180815</creationdate><title>Analysis of the environmental behavior of farmers for non-point source pollution control and management in a water source protection area in China</title><author>Wang, Yandong ; Yang, Jun ; Liang, Jiping ; Qiang, Yanfang ; Fang, Shanqi ; Gao, Minxue ; Fan, Xiaoyu ; Yang, Gaihe ; Zhang, Baowen ; Feng, Yongzhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-1c8bea154a605d02142fea10c949c5b6f3b57a86a4808e1391f3f96ce8c153b03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Environmental knowledge</topic><topic>Farmers' environmental behavior</topic><topic>Non-point source pollution</topic><topic>Theory of planned behavior</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Yandong</creatorcontrib><creatorcontrib>Yang, Jun</creatorcontrib><creatorcontrib>Liang, Jiping</creatorcontrib><creatorcontrib>Qiang, Yanfang</creatorcontrib><creatorcontrib>Fang, Shanqi</creatorcontrib><creatorcontrib>Gao, Minxue</creatorcontrib><creatorcontrib>Fan, Xiaoyu</creatorcontrib><creatorcontrib>Yang, Gaihe</creatorcontrib><creatorcontrib>Zhang, Baowen</creatorcontrib><creatorcontrib>Feng, Yongzhong</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Yandong</au><au>Yang, Jun</au><au>Liang, Jiping</au><au>Qiang, Yanfang</au><au>Fang, Shanqi</au><au>Gao, Minxue</au><au>Fan, Xiaoyu</au><au>Yang, Gaihe</au><au>Zhang, Baowen</au><au>Feng, Yongzhong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of the environmental behavior of farmers for non-point source pollution control and management in a water source protection area in China</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2018-08-15</date><risdate>2018</risdate><volume>633</volume><spage>1126</spage><epage>1135</epage><pages>1126-1135</pages><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>The environmental behavior of farmers plays an important role in exploring the causes of non-point source pollution and taking scientific control and management measures. Based on the theory of planned behavior (TPB), the present study investigated the environmental behavior of farmers in the Water Source Area of the Middle Route of the South-to-North Water Diversion Project in China. Results showed that TPB could explain farmers' environmental behavior (SMC=0.26) and intention (SMC=0.36) well. Furthermore, the farmers' attitude towards behavior (AB), subjective norm (SN), and perceived behavioral control (PBC) positively and significantly influenced their environmental intention; their environmental intention further impacted their behavior. SN was proved to be the main key factor indirectly influencing the farmers' environmental behavior, while PBC had no significant and direct effect. Moreover, environmental knowledge following as a moderator, gender and age was used as control variables to conduct the environmental knowledge on TPB construct moderated mediation analysis. It demonstrated that gender had a significant controlling effect on environmental behavior; that is, males engage in more environmentally friendly behaviors. However, age showed a significant negative controlling effect on pro-environmental intention and an opposite effect on pro-environmental behavior. In addition, environmental knowledge could negatively moderate the relationship between PBC and environmental intention. PBC had a greater impact on the environmental intention of farmers with poor environmental knowledge, compared to those with plenty environmental knowledge. Altogether, the present study could provide a theoretical basis for non-point source pollution control and management.
[Display omitted]
•Using social psychological method studied management of non-point source pollution•Subjective norm had the greatest impact on environmental behavior.•The mediation effect of environmental intent was tested.•Tested moderated mediation model of environmental knowledge.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>29758864</pmid><doi>10.1016/j.scitotenv.2018.03.273</doi><tpages>10</tpages></addata></record> |
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subjects | Environmental knowledge Farmers' environmental behavior Non-point source pollution Theory of planned behavior |
title | Analysis of the environmental behavior of farmers for non-point source pollution control and management in a water source protection area in China |
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