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Measurement
Roadmap
Ani Lopez
Measurement Strategist
twitter @anilopez
info@dynamical.biz
http://dynamical.biz/blog/
http://linkedin.com/in/anilopez
From http://www.analyticshero.com/2012/10/03/analytics-5-key-steps-to-generate-value/
Plan Structure
1. Understanding
• The Business
• The Company
• Customer Lifecycle
2. Measurement Framework Definition
• Identify Data Consumption needs
• Goals Setting
• KPIs & Metrics definition
3. Data Acquisition
• Technical Solution Design
• Tool Implementation / Fine Tuning
Plan Structure
4. Data Governance
5. Reporting
• Data Cleanse and pre-Processing
• Tools Assessment & implementation
• Dashboards Design
6. Analysis & Insights
• Research
• Visual Analysis
• Hypothesis Validation
• Communicating Insights
7. Measurement Culture Advocacy
Roadmap Flow Chart
Measurement
Framework
Definition
Understanding
Business &
Customer
Lifecycle
Ongoing Analysis,
Insights & Reporting
Analysis advocacy across company
Improve, adapt Framework according to new needs
Project Management
Technical
Setup
Understanding the Business
Path to conversion overview (example)
Goals of this phase
• Understand Ultimate goal of the company / project(s)
• Understand How goals are achieved / revenue is generated
• Understand Costs involved
Understanding the Company
• Identify stakeholders
• Different areas / departments involved in path to conversion
• 3rd parties involved (external agencies/companies)
• What they are in charge for
Goals of this phase
• Getting the picture of “who does what”
• Understanding relationship between stakeholders
• Early spotting opportunities to gather relevant data
Understanding Customer Lifecycle
Attract
Engage
Convert
Retain
Advocate
Understanding Customer Lifecycle
Online/Offline Acquisition Efforts
• Who manage campaigns
• How they are articulated, planned,
frequency, investment…
• Are campaigns tracked correctly?
• Tracking Strategy & Tools
Engagement Efforts
• Who, What, How?
• How we measure that?
Understanding Customer Lifecycle
Conversion & Retention Efforts
• Campaigns performance
• Performance broken down by …
• Conversion Optimization efforts
• Understanding what we do to increase conversion
• CRO on websites, Email, display, PPC, Social Media?
Retain Efforts
• Strategy & tactics around reactivation
• Measurement specifics
Increasing Advocacy
• What we do to increase Advocacy
• How we measure that?
Goals of this phase
• Understand how we try to increase conversions,
quality of the conversions and reduce acquisition costs
• Spot opportunities to gather relevant data
• Troubleshoot measurement issues
Understanding Customer Lifecycle
Measurement Framework
Design, plan, and prioritize tasks around measurement
Identify data consumption needs
• Analytics Maturity Evaluation
http://www.cardinalpath.com/oamm/
• Identify audience: departments / roles in need of data
• Define what data they need & how it is going to be used
• Question purpose of those needs
• Determine data updating frequency for every
stakeholder
Goals Setting
• Find and discuss the process used to establish goals
• How frequent goals are updated (per KPI) monthly,
yearly?
• Any seasonal trend to observe?
• Set up goals
KPIs & Metrics definition
• Make sure they are business aligned and effective
• Identify performance measures (KPIs & Metrics) for
every audience / channel / stakeholder
Measurement Framework
Measurement Framework
Goals of this phase
• Define and set up the analysis plan
• Be ready to adapt the plan to new requirements across time
Data Acquisition
Technical Solution Design
• Measurement Tools Assessment
• Data Merging and Warehousing planning
• Data Accessibility Study
Tools Implementation / Adjustment
• Technical Solution Design
• Implementation
• Testing
• Deployment
Goals of this phase
• Implement correctly the most adequate data collecting tool(s)
• Make sure they are flexible enough for future needs
Data Governance
• Identify actual and missed data sources
• Evaluate and ensure Integrity and Consistency
• Find owners, administrators
• Identify ETL (Extract Transform Load) needs
• Data accessibility, identify pitfalls
• Set up data access protocols
Goal of this phase
• Take control over the processes and methods
used by data stewards and custodians
Data Governance
Data Cleanse and Processing
• Processing
• How many sources we have?
• Is preprocessing (calculations) required for some data?
• At what point preprocessing should be done?
• Where and how we store processed data?
• Tools Assessment & implementation
• Identify and assess the tools that could be used throughout
the data extraction, merging, manipulation and reporting
• Implement the required tools
Reporting
Dashboards Design
• Identify the types of visual reports required by level.
area, or stakeholder
• Create the dashboards or reports
• Reporting / Dashboarding tools assessment and
implementation
• Set up a distribution system to make them arrive on
time to data consumers with the frequency required
• On demand creation of data visualizations for other
types like annual reports, infographics and such
Goal of this phase
• Relaying information on how we progress
towards goals in a widely presentable form
Reporting
Analysis & Insights
Ongoing analysis of data in order to identify
opportunities and shape strategies to improve
Customer Lifecycle
• Research
• Visual Analysis
• Hypothesis Validation
• Communicating Insights
Goals of this phase
• Provide as much insightful information possible to help stakeholders
make better decisions, drive changes, achieve goals based on data, not
hunches or expectations
• Improve net profit
Measurement Culture Advocacy
Any activity aiming to increase the culture of analysis in
the company like:
• Making updated information available for everyone regularly
• Create a glossary of terms to keep them consistent company wide
• Internal Workshops
• Create cases of study
• Include educational pieces in every report or presentation
Goals
• Increase the awareness of the importance of Analysis
• Get all departments engaged in collecting relevant data
• Help everyone make data-driven decisions
The content of this presentation is under Creative Commons Copyleft License
Attribution, Share Alike 2.5 Canada
http://creativecommons.org/licenses/by-sa/2.5/ca/
You are free:
to Share: to copy, distribute and transmit the work
to Remix: to adapt the work
Under the following conditions:
Attribution: You must attribute the work in the manner specified by the author* or licensor
(but not in any way that suggests that they endorse you or your use of the work)
Share Alike: If you alter, transform, or build upon this work, you may distribute the
resulting work only under the same or similar licence to this one
*a link to http://dynamical.biz/blog/ would be great, thanks
Ani Lopez

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Measurement Roadmap

  • 2. Ani Lopez Measurement Strategist twitter @anilopez info@dynamical.biz http://dynamical.biz/blog/ http://linkedin.com/in/anilopez
  • 4. Plan Structure 1. Understanding • The Business • The Company • Customer Lifecycle 2. Measurement Framework Definition • Identify Data Consumption needs • Goals Setting • KPIs & Metrics definition 3. Data Acquisition • Technical Solution Design • Tool Implementation / Fine Tuning
  • 5. Plan Structure 4. Data Governance 5. Reporting • Data Cleanse and pre-Processing • Tools Assessment & implementation • Dashboards Design 6. Analysis & Insights • Research • Visual Analysis • Hypothesis Validation • Communicating Insights 7. Measurement Culture Advocacy
  • 6. Roadmap Flow Chart Measurement Framework Definition Understanding Business & Customer Lifecycle Ongoing Analysis, Insights & Reporting Analysis advocacy across company Improve, adapt Framework according to new needs Project Management Technical Setup
  • 7. Understanding the Business Path to conversion overview (example) Goals of this phase • Understand Ultimate goal of the company / project(s) • Understand How goals are achieved / revenue is generated • Understand Costs involved
  • 8. Understanding the Company • Identify stakeholders • Different areas / departments involved in path to conversion • 3rd parties involved (external agencies/companies) • What they are in charge for Goals of this phase • Getting the picture of “who does what” • Understanding relationship between stakeholders • Early spotting opportunities to gather relevant data
  • 10. Understanding Customer Lifecycle Online/Offline Acquisition Efforts • Who manage campaigns • How they are articulated, planned, frequency, investment… • Are campaigns tracked correctly? • Tracking Strategy & Tools Engagement Efforts • Who, What, How? • How we measure that?
  • 11. Understanding Customer Lifecycle Conversion & Retention Efforts • Campaigns performance • Performance broken down by … • Conversion Optimization efforts • Understanding what we do to increase conversion • CRO on websites, Email, display, PPC, Social Media? Retain Efforts • Strategy & tactics around reactivation • Measurement specifics Increasing Advocacy • What we do to increase Advocacy • How we measure that?
  • 12. Goals of this phase • Understand how we try to increase conversions, quality of the conversions and reduce acquisition costs • Spot opportunities to gather relevant data • Troubleshoot measurement issues Understanding Customer Lifecycle
  • 13. Measurement Framework Design, plan, and prioritize tasks around measurement Identify data consumption needs • Analytics Maturity Evaluation http://www.cardinalpath.com/oamm/ • Identify audience: departments / roles in need of data • Define what data they need & how it is going to be used • Question purpose of those needs • Determine data updating frequency for every stakeholder
  • 14. Goals Setting • Find and discuss the process used to establish goals • How frequent goals are updated (per KPI) monthly, yearly? • Any seasonal trend to observe? • Set up goals KPIs & Metrics definition • Make sure they are business aligned and effective • Identify performance measures (KPIs & Metrics) for every audience / channel / stakeholder Measurement Framework
  • 15. Measurement Framework Goals of this phase • Define and set up the analysis plan • Be ready to adapt the plan to new requirements across time
  • 16. Data Acquisition Technical Solution Design • Measurement Tools Assessment • Data Merging and Warehousing planning • Data Accessibility Study Tools Implementation / Adjustment • Technical Solution Design • Implementation • Testing • Deployment Goals of this phase • Implement correctly the most adequate data collecting tool(s) • Make sure they are flexible enough for future needs
  • 17. Data Governance • Identify actual and missed data sources • Evaluate and ensure Integrity and Consistency • Find owners, administrators • Identify ETL (Extract Transform Load) needs • Data accessibility, identify pitfalls • Set up data access protocols Goal of this phase • Take control over the processes and methods used by data stewards and custodians Data Governance
  • 18. Data Cleanse and Processing • Processing • How many sources we have? • Is preprocessing (calculations) required for some data? • At what point preprocessing should be done? • Where and how we store processed data? • Tools Assessment & implementation • Identify and assess the tools that could be used throughout the data extraction, merging, manipulation and reporting • Implement the required tools Reporting
  • 19. Dashboards Design • Identify the types of visual reports required by level. area, or stakeholder • Create the dashboards or reports • Reporting / Dashboarding tools assessment and implementation • Set up a distribution system to make them arrive on time to data consumers with the frequency required • On demand creation of data visualizations for other types like annual reports, infographics and such Goal of this phase • Relaying information on how we progress towards goals in a widely presentable form Reporting
  • 20. Analysis & Insights Ongoing analysis of data in order to identify opportunities and shape strategies to improve Customer Lifecycle • Research • Visual Analysis • Hypothesis Validation • Communicating Insights Goals of this phase • Provide as much insightful information possible to help stakeholders make better decisions, drive changes, achieve goals based on data, not hunches or expectations • Improve net profit
  • 21. Measurement Culture Advocacy Any activity aiming to increase the culture of analysis in the company like: • Making updated information available for everyone regularly • Create a glossary of terms to keep them consistent company wide • Internal Workshops • Create cases of study • Include educational pieces in every report or presentation Goals • Increase the awareness of the importance of Analysis • Get all departments engaged in collecting relevant data • Help everyone make data-driven decisions
  • 22. The content of this presentation is under Creative Commons Copyleft License Attribution, Share Alike 2.5 Canada http://creativecommons.org/licenses/by-sa/2.5/ca/ You are free: to Share: to copy, distribute and transmit the work to Remix: to adapt the work Under the following conditions: Attribution: You must attribute the work in the manner specified by the author* or licensor (but not in any way that suggests that they endorse you or your use of the work) Share Alike: If you alter, transform, or build upon this work, you may distribute the resulting work only under the same or similar licence to this one *a link to http://dynamical.biz/blog/ would be great, thanks Ani Lopez