Description
Solution
The use of primary data entail using the first-hand data obtained by a researcher directly. This is different from secondary data which is a form of desk research obtained from the readily existing sources (Cerar et al., 2021; Silevew, 2019).
Considering this research, primary and secondary data was referred to. The rationale of this is that primary data is appropriate as it facilitate use of survey and observations while qualitative primary data being obtained by use of focus groups, interviews and observations. The secondary data is conversely important to source the available literature and apply it to support primary data obtained through the application of interviews and questionnaires.
Additionally, considering this research, through the application of Almarai entity, primary and secondary sources which are qualitative (textual) and quantitative (statistical) were obtained. Additionally, through the application of stay interviews in Almarai, this entail a form of secondary data sourced. Therefore, application of primary and secondary data to analyse turnover scope lead to possibility of managing issues with one strategy by using the strength of the other.
The decision of using either primary or secondary data is dependent on existence and detailed nature of the data. In an event the secondary data is not available/insufficient, sourcing of primary data is identified as essential to answer the research questions. Also, data, whether primary or secondary could either be qualitative (textual) or quantitative (statistical). The quantitative primary data can be sourced by use of surveys or observations, with qualitative primary data being sourced by use of interviews, focus discussions and observations (Silevew, 2019). Taking into account of this research, data is sourced by use of data from qualitative (semi-structured interviews) and quantitative (survey by use of questionnaire) data from the primary sources by use of case study design. The data sourcing is data in a sequential manner from the interviews and later using surveys.
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- Involve their IT and finance departments to ensure within a period of 6 months they
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- Through the adoption of automation, better communication systems backed by AI and ML would be introduced to achieve 70% increased communication effectiveness.
- It is important to increase this through increasing collaboration and alignment of all their interests holistically
- Partnering with institutions for the provision of capacity development opportunities for the PS&M teams and other organizations for the success of the automation process
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