## 4 Data Analysis and Findings
### Convergent Validity
#### 4.1.1 Outer Loadings
\begin{table}
\begin{tabular}{c c c} \hline \hline
**Indicators** & **Questionaire Statements** & **(\(\lambda\geq\) 0.7)** \\ \hline AT1 & BIM implementation makes my work more interesting. & 0.898 \\ \hline AT2 & BIM is better than CAD. & 0.889 \\ \hline AT3 & Adopting BIM is a wise decision. & 0.826 \\ \hline BI1 & I intend to be BIM-enabled in the next 6 months. & 0.948 \\ \hline BI2 & I predict that I will be implementing BIM in the next 6 months. & 0.958 \\ \hline BI3 & I plan to use Adopt BIM in the next 6 months. & 0.96 \\ \hline BU1 & I am very pleased that my organisation has adopted BIM. & 0.896 \\ \hline BU2 & I am very satisfied that my organisation has adopted BIM. & 0.892 \\ \hline BU3 & I am delighted that my organisation has adopted BIM. & 0.851 \\ \hline CI1 & If I am guided on methods to continuously improve, my effectiveness will be increased. & 0.947 \\ \hline CI2 & If I am guided on methods to continuously improve, I will save time on daily tasks. & 0.942 \\ \hline CI3 & If I am guided on methods to continuously improve, I will increase the quality of output of my job. & 0.943 \\ \hline KA1 & If I was educated and trained in PAS1192 series, CIC and BSI standards, it would be easy for me to adopt BIM. & 0.804 \\ \hline KA2 & If I was educated and trained in BIM Project Delivery Processes, it would be easy for me to adopt BIM. & 0.874 \\ \hline KA3 & Given the resources, opportunities and knowledge it takes to utilise BIM, it would be easy for me to adopt BIM. & 0.857 \\ \hline KA4 & My organisation enables quick access to the relevant knowledge and training material. & **0.612** \\ \hline LN1 & My organisation is working hard to eliminate lead time (delay) by making project deliveries more efficient through BIM. & **0.673** \\ \hline LN2 & My organisation is working hard to meet and exceed quality expectations. & 0.803 \\ \hline LN3 & My organisation is working hard to provide a healthy working environment. & 0.743 \\ \hline LN4 & My organisation is striving to become a Learning Organisation. & 0.856 \\ \hline LN5 & My organisation has a clear vision which I am aware of. & 0.781 \\ \hline LN6 & My organisation maintains a collaborative culture. & 0.761 \\ \hline OL1 & In my organization, people openly discuss mistakes in order to learn from them. & 0.804 \\ \hline OL2 & In my organization, people help each other learn. & 0.83 \\ \hline OL3 & In my organization, people view problems in their work as an opportunity to learn. & 0.864 \\ \hline OL4 & In my organization, people are encouraged to give open and honest feedback to enable process improvement. & 0.927 \\ \hline OS1 & My organisation understands the benefits of BIM. & 0.712 \\ \hline OS2 & My Organisation has sufficient technical capabilities for adopting BIM. & 0.776 \\ \hline OS3 & My organisation provides proper education and training for BIM adoption and implementation. & 0.812 \\ \hline OS4 & My organisation provides proper guidance for project delivery using BIM. & 0.878 \\ \hline OS5 & My organisation provides specialised training to suit my job role and responsibility. & 0.784 \\ \hline OS6 & My organisation utilizes a specific person, group or external consultants to support BIM difficulties. & **0.64** \\ \hline PE1 & I found it easy to get BIM software to do what I want it to do. & 0.898 \\ \hline PE2 & In general, BIM software is easy to use. & 0.898 \\ \hline PE3 & In general, I found BIM software to be flexible to interact with. & 0.909 \\ \hline PT1 & If I was given BIM project delivery guidance and training, I will be more skiful. & 0.89 \\ \hline \hline \end{tabular}
\end{table} 
Table 2: Questionnaire statements and outer loading results.