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picture1_Data Analytics Ppt 75667 | Gsa010   Use Of Data Analytics For Effective Program Oversight   Tri Thai   Updated 030722 Clp Lm 22 Tt Final040122


 194x       Filetype PPTX       File size 1.12 MB       Source: smartpay.gsa.gov


File: Data Analytics Ppt 75667 | Gsa010 Use Of Data Analytics For Effective Program Oversight Tri Thai Updated 030722 Clp Lm 22 Tt Final040122
gsa smartpay training agenda overview and expectations foundations of data analytics benefits of using data analytics application of data analytics case management audit review metrics available tools and resources 2 ...

icon picture PPTX Filetype Power Point PPTX | Posted on 02 Sep 2022 | 3 years ago
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                                           ®
                      GSA SmartPay  Training Agenda
    • Overview and Expectations
    • Foundations of Data Analytics
    • Benefits of using Data Analytics
    • Application of Data Analytics
    • Case Management 
    • Audit Review
    • Metrics 
    • Available Tools and Resources
                                                                       2
                                                              Overview & Expectations
   This training provides an overview of data analytics and shares best practices and commercial 
   tools currently available as part of the GSA SmartPay® (SP) Program
                                                                      1 - The concepts of data analytics;
                                                                      1 - The concepts of data analytics;
                      Upon completion of this 
                        course, participants                  2 - The application of data analytics; 
                       should have a better 
                         understanding of:
                                                    3 - The resources available to Agency/Organization Program 
                                                    3 - The resources available to Agency/Organization Program 
                                                    Coordinators (A/OPCs) and card managers; 
                                                    Coordinators (A/OPCs) and card managers; 
                                                         4 -The use of data analytic tools to enhance oversight 
                                                          4 -The use of data analytic tools to enhance oversight 
                                                                      within agency card programs
                                                                       within agency card programs
                                                                                                                                         3
            Foundations: What is Data Analytics? 
   Data analytics refer to the use of 
   advanced computational and 
   statistical methods. There are different 
   levels of analytics including:
   ‒Reporting: consists of running basic 
   functions to organize data (e.g., using 
   Microsoft Excel to output data in table 
   formats or charts)
   ‒Discovery Analytics: involves the creation 
   of real-time dynamic visualizations and 
   benchmarking
   ‒Predictive Modeling/Data Mining:          •
                                               GSA SmartPay Data 
   involves the use of advanced statistical   Warehouse
   techniques to predict future outcomes      •
                                               Gov’t-wide Metrics 
                                              Dashboard
                                              •
                                               Bank EAS Reports
                                                           4
                                                   Levels of Data Analytics
                  Data                        Analytics                     Visualizatio
                                                   Insights &                   User Interfaces & 
             Storage and Access                                                       n
                                                   Predictions                     Dashboards
               Spreadsheets                  Statistical Analysis                  Dynamic 
                                                                                Visualizations
              Data Aggregators               Predictive Analytics                  Business 
                                                                                  Intelligence
                                                                                                           5
             Why Should You Use Data Analytics?
                      GSA SmartPay customer agencies have access to large sets 
                      of data that can be analyzed to prevent potential fraud, 
                      misuse and abuse
                       Data-driven agencies are more likely to experience 
                       significant improvements in their decision making and 
                       risk avoidance
                        Data analytics provide meaningful 
                        indicators and empower agencies to 
                        leverage data to: 
                         ‒ Support the management of their card program, 
                           enhance internal controls, and make decisions based 
                           on real-time data
                         ‒ Improve operations and oversight capabilities through 
                           benchmarking and predictive analysis
                                                           6
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