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These three elements would constitute the explanatory variables of intention.
For example, intention to engage in research collaboration can be operationalised with the theory's proposed variables of intention, namely 'intend to', 'will try to' and 'plan to' (Ajzen 2002), which can be transposed into intend to collaborate, will collaborate and plan to collaborate.
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From a methodological point of view, measurement of variables of intention-based and behavioural studies should be carried out following particular rules and guidelines.
Interestingly, subjective norm was the only direct measure not to perdict intention, supporting previous studies that proposed that subjective norm was the weakest explanatory variable of intention [ 31].
The adjusted R-Square (R2 = .578) clearly indicates that 57.8% of the variations in the dependent variable of intention to implement ICT can be explained by the three main independent variables Efficiency, Improved Outcomes, and Technology Management as combined predictors.
However, the effects of Perceived Organizational Support were fully mediated via the variable of Organizational Commitment to both variables of Turnover Intention and Provision of Medication Information.
Women were less likely to intend to cross than men and perceived more risk, and there were important age, gender and driver status differences in the importance of the TPB variables as predictors of intention.
The MCI is thus a complex and variable set of intentions, processes, activities and events that have occurred and evolved over varying lengths of time in a range of different settings.
Similarly, model 4(D) supports hypothesis 2.3: the variable of family intentions was significantly positive, while the coefficient of the interaction between family intentions and scale was significantly negative, indicating that the positive effect of family intentions of business owners on business performance decreased as firm scale expanded.
To show the unique contribution of variables to the explanation of intention and the total amount of variance explained in intention, we conducted a linear hierarchical regression analysis.
A multiple logistic regression model was developed with several variables being independent predictors of intention to practice self-medication.
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