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Fig 1.

Age of farmers participating in this study (years).

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Fig 2.

Farmers’ self-rated level of information technologies’ knowledge (nil, low, medium, or high).

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Fig 3.

Number of farmers with other enterprises on farm (only sheep, beef cattle, dairy cattle, arable enterprise or other).

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Table 1.

Percentage of farmers strongly agreeing, agreeing, neither agreeing or disagreeing, disagreeing and strongly disagreeing with statements on use of EID technology.

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Table 2.

Exploratory factor analysis of 372 English and Welsh sheep farmer’s beliefs statements regarding the use of EID technology for farm management (only loadings > 0.3 are displayed).

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Table 3.

Multivariable logistic regression model of psychosocial factors associated with adoption/intention to adopt EID technology for flock management (n = 350).

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Table 4.

Multivariable logistic regression model of farmer or farm factors associated with adoption/intention to adopt EID technology for flock management (n = 351).

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Fig 4.

Framework obtained from results of this study with regards to factors associated with EID technology adoption (+ and–signs indicate direction of associations).

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