The F-Value is 11.569 which is statistically significant at 5% (p<0.05) (Table 1). The value of ANOVA shows that there is a significant difference in mean yield across the states.
Comparison: Gujarat v/s other states
The result of the analysis shows that there is a significant differences (Appendix Table 3) in the yield of Gujarat with respect to the yield of Karnataka, Maharashtra and Madhya Pradesh only. Other than these three states, Gujrat has differences in yield but these differences are insignificant. The comparison shows that the Gujrat has a significantly higher yield than Karnataka, Maharashtra and Madhya Pradesh.
The above picture shows the efficiency of the states in terms of yield in decreasing (Higher to lower) order.
Comparison: Haryana v/s other states
The result of the analysis shows that there is a significant difference (Appendix Table 4) in the yield of Haryana with respect to the yield of Karnataka, Maharashtra and Madhya Pradesh only. Other than these three states, Haryana has differences in yield but these differences are insignificant. The comparison shows that Haryana has a significantly higher yield than Karnataka, Maharashtra and Madhya Pradesh.
The above picture shows the efficiency of the states in terms of yield in decreasing (Higher to lower) order.
Comparison: Karnataka v/s other states
The result of the analysis shows that there is a significant difference (appendix Table 5) in the yield of Karnataka with respect to the yield of Gujrat, Haryana and Punjab only. Other than these three states, Karnataka has differences in yield but these differences are insignificant. The comparison shows that Karnataka has a significantly lesser yield than the Gujrat, Haryana and Punjab.
The above picture shows the efficiency of states in terms of yield in increasing order (Lower to Higher).
Comparison: Maharashtra v/s other states
The analysis shows a significant difference (Appendix Table 6) in the yield of Maharashtra and Gujrat, Haryana, Orissa, Punjab, Rajasthan and Andhra Pradesh only. Other than these six states other states have differences in yield but these differences are insignificant. The comparison shows that Maharashtra yields significantly less than Gujarat, Haryana, Orissa, Punjab, Rajasthan and Andhra Pradesh.
The above picture shows the efficiency of the states in terms of yield in increasing order (lower to higher).
Comparison: Madhya Pradesh v/s other states
The result of the analysis shows that there is a significant difference (Appendix Table 7) in the yield of Madhya Pradesh with respect to Gujrat, Haryana and Punjab only. Other than these three states, Madhya Pradesh has differences in yield but these differences are insignificant. The comparison shows that Madhya Pradesh has a significantly lesser yield than the Gujrat, Haryana and Punjab.
The above picture shows the efficiency of the states in terms of yield in increasing order (lower to higher).
Comparison: Orissa v/s other states
The result of the analysis shows that there is a significant difference (Appendix Table 8) in the yield of Orissa with respect to the yield of Maharashtra and Punjab only. Other than these two states, Orissa has differences in yield but these differences are insignificant. The comparison shows that Orissa has a significantly higher yield than Maharashtra and the lesser yield than Punjab.
The above picture shows the efficiency of the states in terms of yield in decreasing order (higher to lower).
Comparison: Punjab v/s other states
The result of the analysis shows that there is a significant difference (Appendix Table 9) in the yield of Punjab with respect to the yield of Karnataka, Maharashtra, Madhya Pradesh, Orissa, Rajasthan, Tamil Nadu and Andhra Pradesh only. Other than these Seven states, Punjab has differences in yield but these differences are insignificant. The comparison shows that Punjab has a significantly higher yield than Karnataka, Maharashtra, Madhya Pradesh, Orissa, Rajasthan, Tamil Nadu and Andhra Pradesh.
The above picture shows the efficiency of the states in terms of yield in decreasing order (higher to lower).
Comparison: Rajasthan v/s other states
The analysis result shows a significant difference (Table 10) in the yield of Rajasthan with respect to the yield of Maharashtra and Punjab only. Other than these two states, Rajasthan has differences in yield, but these differences are insignificant. The comparison shows that Rajasthan has a significantly higher yield than Maharashtra and the lesser yield than Punjab.
The above picture shows the efficiency of the states in terms of yield in decreasing order (higher to lower).
Comparison: Tamil Nadu v/s other states
The result of the analysis shows a significant difference (appendix Table 11) in the yield of Tamil Nadu with respect to the yield of Punjab only. Other than Punjab, Tamil Nadu has differences in yield with other states but these differences are insignificant. The comparison shows that Tamil Nadu has a significantly lesser yield than Punjab.
The above picture shows the efficiency of the states in terms of yield in decreasing order (higher to lower).
Comparison: Tamil Nadu V/s Other States
The result of the analysis shows that there is a significant difference (Appendix Table12) in the yield of Andhra Pradesh with respect to the yield of Maharashtra and Punjab only. Other than these two states andhra Pradesh has differences in yield with other states but these differences are insignificant. The comparison shows that Andhra Pradesh has a significantly higher yield than Maharashtra and a lesser yield than Punjab.
The above picture shows the efficiency of the states in terms of yield in decreasing order (higher to lower).
After analysing the efficiency of the yield of the states by using ANOVA. It is found that there is a statistically significant difference in the yield of the states. It is also found that Punjab, Haryana and Gujarat have the highest yield, while Maharashtra, Karnataka, Madhya Pradesh and Tamil Nadu have the lowest yield. Other states have the average Yield.
Virtual water efficiency state wise in decreasing order
Cotton is the crop which had a large requirement for water. Maharashtra and Karnataka were the states where rainfall was uneven and Maharashtra had poor soil fertility too. The dryland of Karnataka made the worst situation for producing cotton
(Gopalakrishnan et al., 2007). Farmers grew cotton because the government provided many incentives, which made cotton production cheaper. Cheaper production made cotton yield inefficient
(Mohanty et al., 2002). Table 2 shows that, the potential cotton yield in Punjab Haryana and Gujrat was also more than in the other states (
Ramasundaram and Gajbhiye 2001). That’s why these states had an actual high yield of cotton.
Table 2 shows that, all the Indian states have prominent potential yield which is not achieved by the Indian farmers. There is huge gap in the potential cotton yield and actual cotton yield of the Indian states. Increasing actual yield up to the level of the potential yield level will decrease per unit cost of cotton production and the farmers’ income will also increase.