 
          International Journal of Horticulture, 2018, Vol.8, No. 2, 8-15
        
        
        
          12
        
        
          Table 2 Costs and returns to vegetable production using budgetary analysis
        
        
          S/N
        
        
          Item
        
        
          Mean Amount
        
        
          Vegetable Production
        
        
          1
        
        
          REVENUE
        
        
          I
        
        
          Quantity of vegetable harvested(kg)
        
        
          716.03
        
        
          II
        
        
          Price per kg
        
        
          83.82
        
        
          A
        
        
          Total Revenue (TR)
        
        
          60,017.63
        
        
          2
        
        
          VARIABLE COSTS
        
        
          I
        
        
          Cost of Labour
        
        
          14,236.76
        
        
          II
        
        
          Cost of Seed
        
        
          8,367.84
        
        
          III
        
        
          IV
        
        
          Cost of Chemicals
        
        
          Miscellaneous
        
        
          14,209.41
        
        
          166.91
        
        
          B
        
        
          Total Variable Cost (TVC)
        
        
          36,980.92
        
        
          C
        
        
          Gross Margin(GM)=(TR-TVC)
        
        
          23,036.71
        
        
          D
        
        
          Total Fixed Cost (TFC)
        
        
          18,207.16
        
        
          E
        
        
          Total Cost (TC)=(TFC+TVC)
        
        
          55,188.08
        
        
          F
        
        
          Net Income (NI)=(GM-TFC)
        
        
          4,829.55
        
        
          G
        
        
          Benefit Cost Ratio = TR/TC
        
        
          1.09
        
        
          H
        
        
          Expense Structure Ratio= TFC/TVC
        
        
          0.49
        
        
          I
        
        
          Rate of Return = NI/TC
        
        
          0.09
        
        
          J
        
        
          Gross Margin Ratio = TC/TR
        
        
          0.92
        
        
          K
        
        
          Efficiency level =π/
        
        
          0.09
        
        
          Note: Data analysis, 2016
        
        
          Table 3 Marginal value product and unit cost of each resource
        
        
          Resource
        
        
          MPP
        
        
          Unit price of input (₦) MVP
        
        
          MFC (₦)
        
        
          MVP/MFC
        
        
          REMARK
        
        
          Farm size
        
        
          39,438.40
        
        
          1,327.21
        
        
          52343,038.86
        
        
          1,327.21
        
        
          39,438.40
        
        
          Underutilization
        
        
          Seed
        
        
          7,127.94
        
        
          535.15
        
        
          3814,517.09
        
        
          535.15
        
        
          7,127.94
        
        
          Underutilization
        
        
          Labour
        
        
          9,476.56
        
        
          766.67
        
        
          7265,394.26
        
        
          766.67
        
        
          9,476.56
        
        
          Underutilization
        
        
          Fertilizer
        
        
          751.17
        
        
          5,565.00
        
        
          4180,261.05
        
        
          5,565.00
        
        
          751.17
        
        
          Underutilization
        
        
          Pesticides
        
        
          18,605.12
        
        
          1,056.00
        
        
          19647,006.72
        
        
          1,056.00
        
        
          18,605.12
        
        
          Underutilization
        
        
          Note: Data analysis, 2016
        
        
          2.4 Efficiency of resource use using stochastic frontier analysis
        
        
          The sigma squared (σ
        
        
          2
        
        
          = 0.0026) and the gamma (ɣ = 0.99) were quite high and significant at 1.0% level of
        
        
          probability (Table 4). This indicates the goodness of fit and the correctness of the specified assumption of the
        
        
          composite error term distribution (Okoye and Onyenweaku, 2007). The gamma (γ = 0.99) shows that 99 percent
        
        
          variation in the total production cost is due to differences in their technical efficiency among the production units
        
        
          considered in the study. By implication, about 1% of the variation in output among producers is due to random
        
        
          factors such as unfavorable weather, effect of pest and diseases, errors in data collection and aggregation etc.
        
        
          The coefficients of all the variables have desired positive sign, which agrees with
        
        
          a priori
        
        
          expectations. Quantity
        
        
          of seed, farm labour, fertilizer’s coefficients were highly significant at 99% confidence level while farm size and
        
        
          pesticides’ coefficients were significant at 5% level of probability. This implies that increasing quantity of seed,
        
        
          fertilizer and farm labour by 1.0% would increase the economic efficiency by 0.067, 0.035 and 0.114 respectively.
        
        
          This is in line with the findings of other studies (Umoh, 2006; Okezie and Okoye, 2006; Udoh and Etim, 2008;
        
        
          Okon et al.,
        
        
          2010) which indicates the importance of labour, seed, fertilizer in vegetable production.   Since, the
        
        
          increase in the quantity of seed, fertilizer and farm labour is less than the proportionate increase in efficiency, the
        
        
          output of vegetable is said to be inelastic to the inputs used in the area. Also, 5 per cent increase in farmland area
        
        
          cultivated given the input; pesticide will correspond to an increase in economic efficiency of vegetable with 0.190
        
        
          and 0.076 respectively.