Research questions | Steps of analysis |
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Is there a gradient between the CIOs’ and DoNs’ awareness-knowledge? | (1.) Comparison of group-means for the reported number of available IT functions regarding the CIO and the DoNs using a paired t-test. |
(2.) Comparison of group-means/ranks between the two professional groups on the level of IT functions using the Wilcoxon-test. | |
(3.) Visualisation of the relative strength of disagreement via contingently tables for each IT function. | |
(4.) Calculation of the relative strength of the non-directional disagreement for each IT function. | |
Is this gradient uniform from CIOs to DoNs respectively vice versa or does this gradient vary? | (5.) Calculation of the direction of disagreement between CIOs and DoNs for each IT function. |
(6.) Calculation of the relative strength of directional disagreement between CIOs and DoNs for each IT function. | |
Are there certain HIT attributes that are associated with a lower or higher gradient? | (7.) Categorisation of IT functions according to the HIT attributes “market penetration” and “relevance” and calculation of disagreement scores for each type of IT functions. |
(8.) Testing for significant differences of the disagreement scores between different types of IT functions - classified by the relevant HIT attributes - using a t-test. | |
Which determinants of diffusion go along with this gradient and is there an interaction between determinants of diffusion and HIT attributes? | (9.) Computation of correlations between the disagreement scores for all IT functions respectively for each type of IT function and the determinants of diffusion “inter-professional teamwork” and “IT service density”. Correlation between the determinants of diffusion and hospital characteristics. |