“…For example, Schwartz and Caro (2003) noted that socio-economic factors alter or deplete forest cover and also alter forest structure and species composition. Among the socio-economic factors, agriculture expansion (Defries and Pandey, 2010;Kamwi et al, 2015;Vu et al, 2014., Sunderland et al, 2017, population growth (Giliba et al, 2011;Kamwi et al, 2015;Ariti et al, 2015;Yohannes et al, 2018), daily livelihood needs (Giliba et al, 2011), oil palm plantation establishment (Austin et al, 2017;Susanti and Maryudi, 2016) and policy shifts and regime change (Ariti et al, 2015;Maryudi and Sahide, 2017;Yohannes et al, 2018;Rahman et al, 2018) are reported to be among the most critical factors driving LULC change. Furthermore, other studies noted that household size, education, period of residence, distance to forest reserve and farmland size (Mitinje et al, 2007;Giliba et al, 2011) influence deforestation and degradation of forest resources.…”