Organizational Change Management
Supporting Evidence-Based Decision Making
Key Metrics Analysis
Predictive Analytics for Customer Segmentation
Data Analysis for Business Resilience
Streamlining Business Processes Using Analytics
Analysis
Value
Supporting Evidence-Based Decision Making 
This method helps in understanding the impact of
changes before implementing them in the real world
...Resistance to Change
Organizational culture may resist the shift from intuition-based to evidence-based decision making
...By analyzing data from various sources, they can make informed choices about inventory
management and distribution strategies
...
Key Metrics Analysis Alignment Issues: Ensuring that metrics align with
organizational goals can be difficult, especially in larger organizations
...Change Resistance: Employees may resist changes recommended based on analytical findings
...SAS A software suite used for advanced analytics, business intelligence, and data
management ...
Predictive Analytics for Customer Segmentation Change Management: Implementing predictive analytics requires
organizational changes, which can face resistance
...
Data Analysis for Business Resilience Key Concepts Data Analysis Business Resilience Risk
Management Decision Making Importance of Data Analysis in Business Resilience Data analysis plays a critical role in enhancing business resilience through the following mechanisms: Identifying Risks: Data analysis helps organizations
...Resistance to
Change:
Organizational culture may resist data-driven decision-making
...
Streamlining Business Processes Using Analytics Improved Decision-Making: Data-driven insights enable leaders to make informed decisions that align with
organizational goals
...better demand forecasting Case Study 2: Retail Chain A major retail chain implemented analytics to streamline its inventory
management ...Resistance to
Change: Employees may be hesitant to adopt new technologies and processes
...
Analysis SAS A software suite used for advanced analytics, business intelligence, and data
management ...Resistance to
Change:
Organizational culture may resist data-driven approaches, hindering adoption
...
Value Risk
Management: Predictive analytics can help identify potential risks, allowing businesses to implement proactive measures
...Resistance to
Change:
Organizational culture may resist adopting data-driven decision-making
...
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