This work was carried out in collaboration between all authors. Author RAB designed the study, performed the statistical analysis, wrote the protocol and wrote the first draft of the manuscript.

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This paper has assessed technology adoption and its impact on the agricultural productivity for small-scale full-time and part-time farm households in the subtropical region of Jammu & Kashmir (J&K). We find only 24% of the farm households being exclusively dependent on farming for their livelihoods. For the remaining households, agriculture is a secondary economic activity. They are engaged in nonfarm economic activities, and use more of external inputs, such as fertilizers and pesticides than do the fulltime farm households. The high-yielding varieties, irrigation, herbicides and nitrogenous fertilizers are identified as important determinants of crop yield.

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