“…In this study, it is our intention to utilise the Vector Autoregression Model (VECM), which equally like Autoregressive Distributed Lag (ARDL) approach, is proving popular in exploring studies connected with the J-Curve phenomenon, particularly in the West African sub-regions (Onafowora, 2003;Bangura et al, 2013;Schaling & Kabundi, 2014;Onakoya & Johnson, 2018;Englama et al, 2019). The researchers, through exploration of empirical literatures noticed that VECM has never been utilised to determine short and long-run relationship between exchange rate and trade balance (supposedly associated with the J-Curve phenomenon) 1 particularly for the Sierra Leone economy-hence, it is 1 The uniqueness of this study is its approach to utilising three models that explore short and long-run association between exchange rate and trade balance, incorporating robust approach of the Marshall-Lerner condition, supposedly earmarked as Models 2 and 3 in the estimation procedure.…”