Reference no: EM133093667

Scenario

To achieve sustainable and continuous sustainable improvement, all training organisations must analyse their existing datasets to:

• Identify the existing trends in the training organisation.
• Identify the areas of improvement based on the analysis and synthesis of information.
• Help organisation to make informed decisions.
• Implement strategies to address areas of improvement.

Management wants to ensure that they have consistent policies, procedures and processes for analysing datasets and reporting outcomes to the senior management of the training organisation.

Management wants the Data Analyst to:

• Determine the key details of datasets that need to be analysed and techniques for synthesising data.
• Establish organisational policies and procedures for the training organisation to:
  • Access information
  • Record and report outcomes of the analysis
  • Conducting data analysis.

Introduction to the report

• Your research topic
• Background information
• Objectives of writing the report

Body of the report

• Datasets to be analysed.
• Three (3) techniques for synthesising data based on the analysis conducted.
• Explanation of each technique for synthesising data.
• Organisational policies and procedures for the training organisation to:
• Access information
• Record and report outcomes of the analysis
• Conducting data analysis
• Two (2) industry standards to be incorporated in the data analysis of the training organisation.
• Key features of each industry standard.
• Two (2) techniques related to data analysis based on the datasets to be analysed.
• Procedures to implement each technique, along with formulas.
• The potential data source for each dataset.
• Explanation of each dataset.
• Impact of the following factors on the reliability of data.
• Purpose and intended audience.
• Authority and credibility
• Accuracy and reliability
• Currency and timeliness
• Objectivity or potential for bias
• Importance and value of data analysis of each dataset.
• Two (2) methods of data analysis and statistical analysis each for the datasets.
• An explanation for each method.
• Key legislative requirements related to the datasets to be analysed.
• Two (2) methods of reporting analysis of datasets.

References