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Performance Data Analysis and Visualization - Global Performance Management Academy | GPMA

Performance Data Analysis and Visualization

Performance data analysis is a critical stage in strategic planning and performance management, providing decision-makers with the insights and deep understanding needed to identify key performance drivers and pinpoint development opportunities. This program aims to enhance participants’ knowledge and skills in analyzing data using descriptive, diagnostic, predictive, and prescriptive analytical tools. It also covers skills for visually presenting data to support performance improvement decisions effectively. The program includes numerous practical applications where participants analyze data for examples in sectors such as healthcare, education, tourism, municipalities, agriculture, and security.

Download the Program Information File
Test Your Knowledge Level
  • Program Objectives

Upon completing the program, participants will be able to:

  • Explore modern trends in data analysis and visualization. 
  • Understand different data scales and the appropriate analysis for each. 
  • Apply measures of central tendency. 
  • Use inferential analysis tools for forecasting and hypothesis testing. 
  • Employ correlation and regression methods to study relationships between multiple variables. 
  • Conduct variance analysis and identify sources of variance. 
  • Utilize forecasting equations. 
  • Recognize various types of data visualization. 
  • Identify key applications for data analysis and visualization. 
  • Apply data storytelling techniques. 
  • Use MS Power BI to build KPI dashboards.
  • Target Audience
  • Senior management leaders. 
  • Members of vision realization offices. 
  • Members of strategic planning departments. 
  • Performance ambassadors. 
  • Members of performance management departments. 
  • Project managers. 
  • Internal audit department staff. 
  • Individuals interested in preparing performance reports. 
  • Members of organizational development and quality departments.
  • Certificate Sample
  • Sample Training Materials
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Training Program Content

Intellectual Property Rights

Role of Data Analysis in Strategic Planning and Performance Management

  • Role of Data Analysis in Strategic Planning and Performance Management

Types of Data Scales

  • Types of Data Scales

Data Collection Sources

  • Data Collection Sources

Types of Data Analytics

  •  Types of Data Analytics

Types of Data Analytics: Application to Heatstroke Case Indicator

  • Application to Heatstroke Case Indicator

Data Analytics Exercises: Unemployment and Small Enterprises

  • Exercises: Unemployment and Small Enterprises

Using Data Analytics to Predict Average Life Expectancy

  •  Using Data Analytics to Predict Average Life Expectancy

Modern Trends in Data Analysis

  • Modern Trends in Data Analysis

Data Cleansing

  • Data Cleansing

Using Excel for Data Import

  • Using Excel for Data Import

Using Excel for Data Cleansing: Text Data

  • Using Excel for Data Cleansing: Text Data

Using Excel for Data Cleansing: Numerical Data

  •  Using Excel for Data Cleansing: Numerical Data

Basic Statistical Concepts

  • Basic Statistical Concepts

Measures of Central Tendency

  • Measures of Central Tendency

Measures of Dispersion

  • Measures of Dispersion

Measures of Skewness

  • Measures of Skewness

Normal Distribution and Standardized Values

  • Normal Distribution and Standardized Values

Standardized Comparison of Obesity Rates in Iraq vs. the UK

  • Standardized Comparison of Obesity Rates in Iraq vs. the UK

Statistical Estimation

  • Statistical Estimation

Hypothesis Testing

  • Hypothesis Testing

Correlation Coefficient

  •  Correlation Coefficient

Simple Linear Regression

  • Simple Linear Regression

Tabular and Graphical Data Presentation

  • Tabular and Graphical Data Presentation

Univariate and Bivariate Tabular Analysis

  • Univariate and Bivariate Tabular Analysis

Using Excel for Tabular Analysis of Descriptive Data

  • Using Excel for Tabular Analysis of Descriptive Data

Using Excel for Tabular Analysis of Quantitative Data

  •  Using Excel for Tabular Analysis of Quantitative Data

Using Excel to Create Graphical Data Presentations

  • Using Excel to Create Graphical Data Presentations

Practical Application: Developing a KPI Dashboard

  • Practical Application: Developing a KPI Dashboard (Repeated for Emphasis)

Business Intelligence Analysis Tools

  • Business Intelligence Analysis Tools

Power BI Desktop Basics

  • Power BI Desktop Basics

Power BI Data Aggregation

  • Power BI Data Aggregation

Power BI Data Model Building

  • Power BI Data Model Building

Power BI Data Update

  • Power BI Data Update

Power BI Visualization 1: Data Presentation

  • Power BI Visualization 1: Data Presentation

Power BI Visualization 2: Data Presentation

  • Power BI Visualization 2: Data Presentation

Power BI Visualization 3: Data Presentation

  • Power BI Visualization 3: Data Presentation

Power BI Historical Data Comparison

  • Power BI Historical Data Comparison

Power BI Forecasting: Predicting Future Data

  • Power BI Forecasting: Predicting Future Data

Data Sharing

  • Data Sharing

Power BI Dashboard: Building a KPI Dashboard

  • Power BI Dashboard: Building a KPI Dashboard

Data Import

  • Data Import

Certification Exam

  • Performance Data Analysis and Visualization Program Exam (C7)

About the Author

Dr. Mohammed Mustafa Mahmoud (Dr. 3M) 

  • Director of Professional Certification Programs, Global Performance Management Academy, Toronto, Canada. 
  • Holds a PhD in Business Administration (Decision-Making Science) and three Master’s degrees (Management, Civil Engineering, Regional Planning) from the University of Pennsylvania, Philadelphia, USA. 
  • 46 years of professional experience: 
    • 20 years as a university professor in the USA, Egypt, Kuwait, and Canada. 
    • 26 years in strategic planning, performance measurement, and leadership development.
  • Served as a consultant to the Ministers of Labor, Health, and Economy and Planning in Saudi Arabia. 
  • Contributed to developing performance indicators for Saudi Vision 2030 and created a methodology for measuring organizational maturity in performance management for public entities. 
  • Supervised and reviewed hundreds of strategic plans, performance indicators, and performance reports. 
  • Served as Strategy Management Director for 5 years at the Jeddah Governorate Municipality. 
  • Contributed to developing performance indicators for the Guests of Rahman Program and the National Industrial Development and Logistics Program. 
  • Designed hundreds of Balanced Scorecards for government bodies, private organizations, charities, and universities. 
  • Developed a methodology for measuring and improving board effectiveness, applied in various private and nonprofit organizations. 
  • Contributed to establishing academies such as Savola Academy, Panda Academy, and the Knowledge City Institute for Leadership and Entrepreneurship.

Program Statistics

  • 12 Training Programs 
  • +111 Registered Trainees 
  • Not Enrolled 
  • Program Cost: $486.00 USD 
  • Program Content: 48 Lessons 
  • Certification Exam for Program Completion 
  • Training Program Certificate
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