Diagnosis of perception of drivers of deforestation using the partial least squares path modeling approach

被引:5
|
作者
Abugre, Simon [1 ]
Sackey, Emmanuel Kwaku [1 ]
机构
[1] Univ Energy & Nat Resources, Dept Forest Sci, Sunyani, Ghana
来源
关键词
Deforestation drivers; Partial least squares; Direct effects; Indirect effects; Relationship; POPULATION; BIODIVERSITY; CONSERVATION; LIVELIHOODS; MANAGEMENT; POLICIES; FARMERS; LESSONS; FORESTS; IMPACT;
D O I
10.1016/j.tfp.2022.100246
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Deforestation is recking havoc on the world's forests, leading to the widespread depletion of forest biodiversity and ecosystem services, as well as eventual forest cover loss. Ghana is one of the highest deforestation rated countries in the World. Despite efforts of the Forestry Commission and other private organizations, the country's protected forest infrastructure continues to deteriorate. This is because policymakers have not examined the interrelation of the causes of deforestation. The study examines the interrelation among factors affecting deforestation in the Sefwi-Wiawso Forest District (SWFD) of Ghana. Partial least squares (PLS) approach was used to identify the direct and indirect effects of the factors of deforestation and assess' the relationships among the perceived causes of deforestation. The model showed that, Mining activities, Conflict over ownership rights, Illegal logging and Agricultural activities had positive direct impacts on Deforestation. On the contrary, Population growth, Knowledge on forest resources and Policy and enforcement had negative indirect impacts on Deforestation. Again, Population growth, policy and enforcement, and illegal logging were significant in predicting deforestation. As a result, the study propounds that, to effectively protect our forest and achieve Sustainable Development Goal 15, it is critical to address the direct effects of the variables influencing deforestation.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] The case of partial least squares (PLS) path modeling in managerial accounting research
    Nitzl C.
    Chin W.W.
    Journal of Management Control, 2017, 28 (2) : 137 - 156
  • [42] Rethinking Partial Least Squares Path Modeling: Breaking Chains and Forging Ahead
    Rigdon, Edward E.
    LONG RANGE PLANNING, 2014, 47 (03) : 161 - 167
  • [43] A Critical Examination of Common Beliefs About Partial Least Squares Path Modeling
    Ronkko, Mikko
    Evermann, Joerg
    ORGANIZATIONAL RESEARCH METHODS, 2013, 16 (03) : 425 - 448
  • [44] CORPORATE WEBSITE EVALUATION USING PARTIAL LEAST SQUARES PATH MODELLING
    Kral, Pavol
    Laco, Peter
    PROCEEDINGS OF THE 22ND INTERNATIONAL SCIENTIFIC CONFERENCE ON APPLICATIONS OF MATHEMATICS AND STATISTICS IN ECONOMICS (AMSE 2019), 2019, : 91 - 99
  • [45] Modeling the Sustainability of Bank Profitability Using Partial Least Squares
    Gemar, Pablo
    Gemar, German
    Guzman-Parra, Vanesa
    SUSTAINABILITY, 2019, 11 (18)
  • [46] semPLS: Structural Equation Modeling Using Partial Least Squares
    Monecke, Armin
    Leisch, Friedrich
    JOURNAL OF STATISTICAL SOFTWARE, 2012, 48 (03): : 1 - 32
  • [47] The modeling of pasture conservation and of its impact on stream water quality using Partial Least Squares-Path Modeling
    Oliveira, Caroline Favaro
    do Valle Junior, Renato Farias
    Valera, Carlos Alberto
    Rodrigues, Vinicius Silva
    Sanches Fernandes, Luis Filipe
    Leal Pacheco, Fernando Antonio
    SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 697
  • [48] Factors in the practice environment of nurses working in inpatient mental health: A partial least squares path modeling approach
    Roche, Michael
    Duffield, Christine
    White, Edward
    INTERNATIONAL JOURNAL OF NURSING STUDIES, 2011, 48 (12) : 1475 - 1486
  • [49] Fuel consumption in mining industry using partial least squares structural equation modeling approach
    Attari, Mahdi Yousefi Nejad
    Miandoab, Tohid Farrashzadeh
    Ejlali, Babak
    Torkayesh, Ali Ebadi
    INTERNATIONAL JOURNAL OF ENERGY SECTOR MANAGEMENT, 2021, 15 (06) : 1122 - 1143
  • [50] A new approach to Hierarchical Clustering using Partial Least Squares
    Liu, Jin-Lan
    Bai, Yin
    Kang, Jian
    An, Na
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 1125 - +