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© Copyright by Debra Zahay 2013
My Hero's Data Odyssey: A Deep Dive into Customer Data
Management and Performance Measurement
Dr. Debra Zahay Blatz
Professor of Marketing at St. Edward’s
University, Austin, TX
© Copyright by Debra Zahay 2013
The Hero’s Framework
Apologies and proper respect
to Joseph Campbell
The Call to
Adventure
The Refusal of
the Call
Supernatural
Aid/Mentor
The Quest
The
Trial/Ordeal
The Boon
The Return
© Copyright by Debra Zahay 2013
The Hero’s Journey
Apologies and proper respect
to Joseph Campbell
The Call to
Adventure
The Refusal of
the Call
Supernatural
Aid/Mentor
The Quest
The
Trial/Ordeal
The Boon
The Return
© Copyright by Debra Zahay 2013
My Quest about
Customer Information
Management Led to
Academia…
Informatio
n Systems
Sales/Mar
keting/Da
tabases
IMC &
More
Databases
????
Ph.D.
© Copyright by Debra Zahay 2013
Starting Question: What is the
relationship between Customer
Information Management and
Firm Performance?
© Copyright by Debra Zahay 2013
The Call to Adventure
© Copyright by Debra Zahay 2013
The Refusal
© Copyright by Debra Zahay 2013
Supernatural Aid/Mentor
© Copyright by Debra Zahay 2013
The Quest
© Copyright by Debra Zahay 2013
Research Scope 1998-2023
• Over 400 companies
• Over twenty years of research
• B2B and B2C
• Qualitative and Quantitative
• Over 30 academic papers
© Copyright by Debra Zahay 2013
The Trial/Ordeal
© Copyright by Debra Zahay 2013
Research Issues Covered
• Customer data management practices and
measurement
• Data management/performance relationship
• Customer data quality
• Organizing for data quality
• Personalization and customization
• Transactional vs. relational data, differences,
contribution to performance
© Copyright by Debra Zahay 2013
Martech for 2023: The (Really) Big Picture
10,383 vendors!
© Copyright by Debra Zahay 2013
Takeaways 1: Strategy Trumps Data
• There is a data management (get store, move and
use), performance relationship
• Relational data fuels customer growth metrics as
well as business growth
• Transactional data is tied more to business growth
• Customer growth metrics connect data and
business growth
• But strategy trumps data, every, every time
• Data management is ‘table stakes’ and really
measures the ability of the firm to learn
• Personalization and customization activity shape
day to day data management practices
© Copyright by Debra Zahay 2013
Data Quality is Key: I hope AI can help
© Copyright by Debra Zahay 2013
Takeaways 2: Data Quality Rules
• Customer data quality is the most important
aspect
• Top-down support drives data quality, and just
about every other successful technology
adoption process
• Mission and Vision are Key
• Middle management must be supported to
achieve data quality
© Copyright by Debra Zahay 2013
The Boon
© Copyright by Debra Zahay 2013
• Professor of Marketing
• Digital Marketing Strategy Specialist
• Author
• Blogger
• Consultant
• Conference speaker
• Innovator in curriculum and course development
Which Further Led to…..
© Copyright by Debra Zahay 2013
https://bit.ly/ZahayGoogleScholar
© Copyright by Debra Zahay 2013
Over 3400 Citations
© Copyright by Debra Zahay 2013
Editor: Journal of Research in
Interactive Marketing 2011-2021
© Copyright by Debra Zahay 2013
The Return
© Copyright by Debra Zahay 2013
My Hero’s Tale Is Beginning
The Call to
Adventure
The Refusal
of the Call
Supernatural
Aid/Mentor
The Quest
The
Trial/Ordeal
The Boon
The Return
© Copyright by Debra Zahay 2013
Number of Days to Adopt New
Technologies
© Copyright by Debra Zahay 2013
Be the Hero of Your Own Journey!
© Copyright by Debra Zahay 2013
Questions?
• debra@zahay.com
• https://www.linkedin.com/in/drzahay/
• Google Voice: (630) 448-2444
© Copyright by Debra Zahay 2013
Customer Information Management
Capabilities Based on he Learning
Organization
© Copyright by Debra Zahay 2013
Strategy Trumps Data
© Copyright by Debra Zahay 2013
Customer Information Management
• Zahay, D., (2021). Advancing Research in Digital and Social Media Marketing,The
Journal of Marketing Theory and Practice, 29(1), 125-139. Published online March 8,
DOI: 10.1080/10696679.2021.1882865
• Banerjee, S., Sen, A. & Zahay, D. (2023), The effect of in-store electronic word of mouth on
local competitor spillovers in the quick service restaurant industry, Electronic Commerce
Research, July 28 online. https://doi.org/10.1007/s10660-023-09742-0
• Johnson, D., Muzellec, L., Sihi, D. & Zahay, D. (2019). The Marketing Organization's Journey to
Become Data-Driven. Journal of Research in Interactive Marketing, 13(2), pp. 162-178.
• Zahay, D., Peltier, J., Krishen, A. & Schultz, D. (2014). Organizational Processes for B2B
Services IMC Data Quality, The Journal of Business and Industrial Marketing, 29 (1), pp. 63-
74.
• Peltier, J., Zahay, D. & Lehman, D. (2013). Organizational Learning and CRM Success: A Model
for Linking Organizational Practices, Customer Data Quality and Performance, Journal of
Interactive Marketing, 27, pp. 1-13. Winner of Journal Best Paper, 2014.*
• Peltier, J., Zahay, D. & Krishen, A. (2013). A Hierarchical IMC Data Integration and
Measurement Framework. The Journal of Marketing Analytics, formerly Journal of Database
Marketing and Customer Strategy Management, 1 (1), 1, 32-48.
• Zahay, D., Peltier, J., & Krishen, A. (2012). Building the Foundation for Customer Data Quality
in CRM Systems for Financial Services Firms, Journal of Database Marketing and Customer
Strategy Management formerly Journal of Database Marketing, 19 (1), pp. 5-16.
• Zahay, D., Mason, C. & Schibrowsky, J. (2009), The Present and Future of IMC and Database
Marketing, International Journal of Integrated Marketing Communications, 1(2), 13-30.
(Invited Piece, peer reviewed).
• White, T., Zahay, D. L., Thorbjornsen, H., & Shavitt, S. (2008). Getting Too Personal:
Reactance to Highly Personalized Email Solicitations. Marketing Letters, 19 (1), 39-50.
•
*Best Paper
© Copyright by Debra Zahay 2013
Customer Information Management
Continued
• Zahay, D. L. (2008). Successful B2B Customer Database Management. Journal of Business &
Industrial Marketing, 23 (4), 264-272.
• Zahay, D. L. & Peltier, J. (2008). Interactive Strategy Formation: Organizational and Entrepreneurial
Factors Related to Effective Customer Information Systems Practices in B2B Firms. Industrial
Marketing Management, 37 (2), 191-205.
• Peltier, J., Schibrowksy, J. A. , Schultz, D. E. , & Zahay, D. L. (2006). Interactive IMC: The Relational
Transactional Continuum and the Synergistic Use of Customer Data. Journal of Advertising
Research, 46 (2), 146-159.
• Payton, F. C. & Zahay, D. L. (2005). Why Doesn't Marketing Use the Corporate Data Warehouse?
The role of trust and quality in adoption of data-warehousing technology for CRM applications.
Journal of Business & Industrial Marketing, 20 (4/5), 237-244.
• Zahay, D. L., Peltier, J., Griffin , A., & Schultz , D. (2004). The Role of Transactional versus Relational
Data in IMC Programs: Bringing Sales and Marketing Data Together. Journal of Advertising Research,
44 (1), 3-18.
• Zahay, D. L. & Griffin, A. (2004). Customer Learning Processes, Strategy Selection, and Performance
in Business-to-Business Service Firms. Decision Sciences (Journal of), 35 (2), 169-203.
• Payton, F. & Zahay, D. L. (2003). Understanding Why Marketing Doesn't Use the Corporate Data
Warehouse for CRM Applications. Journal of Database Marketing, 10 (4), 315-326.
• Zahay, D. L. & Griffin, A. (2003). Information Antecedents and Consequences of Personalization
and Customization in Business-to-Business Service Markets. Journal of Database Marketing, 10 (3),
255-271-326.
© Copyright by Debra Zahay 2013
New Product Development
• Hajli, N., Shanmugam, M., Papagiannidis, S, Zahay, D. &
Richard, M.-O. (2017). Branding Co-creation with Members
of Online Brand Communities, Journal of Business Research
(Online August 30, 2016) , 70 (January), pp. 136-144.
• Zahay, D. L., Griffin, A., & Fredericks, E. (2011). Information
Use in NPD: An Initial Exploratory Empirical Test in the
Chemical Industry, Journal of Product Innovation
Management, 28 (4) 485-502.
• Zahay, D. L., Griffin , A., & Fredericks, E. (2004). Sources,
Uses, and Forms of Data in the New Product Development
Process. Industrial Marketing Management, 33, 657-666.
© Copyright by Debra Zahay 2013
Branding and Strategy
• Zahay, D. Schultz, D., & Kumar, A. (2015/2016). Reimagining
Branding for the New B2B Digital Marketplace, Journal of Brand
Strategy, 3(4), pp. 257-372.
• Zahay, D. L. & Griffin, A. (2010). Marketing Strategy Selection,
Marketing Metrics and Firm Performance, Journal of Business &
Industrial Marketing, 25 (2) 84-93.
• Zahay, D. L. & Handfield, R. (2004). The Role of Learning in
Adoption of B2B Technologies. Industrial Marketing Management,
33, 627-641.
• Zahay, D. L. & Handfield, R. (2003). Using the Value Chain Concept
to Improve Interactive Marketing. Interactive Marketing, 4 (4), 343-
354.
© Copyright by Debra Zahay 2013
Marketing Pedagogy
• Reavey, B. & Zahay, D. (2022), Teaching Conceptual Models: Using Direct Interaction to
Enhance Metacogniton, Marketing Education Review, 32(4), 311-328.
https://doi.org/10.1080/10528008.2022.2059686
• Zahay, D., Pollitte, W., Reavey, B. & Alvarado, A. (2022). An Integrated Model of Digital
Marketing Curriculum Design, Marketing Education Review, 32 (3), 205-
223,https://doi.org/10.1080/10528008.2021.1947856*
• Reavey, B., Zahay, D. & Rosenblum, A. (2021), Updating the Marketing Research Course to
Prepare the Marketing Generalist. Journal of Marketing Education, Special Issue, 43(3), 333-
353. https://doi.org/10.1177/02734753211043925
• Zahay, D., Altounian, D., Pollitte, W. & James, J. (2019). Effective Resource Deployment in
Digital Marketing Education. Marketing Education Review, 29 (3), pp. 182-192.
• Zahay D., Scovatti, C., Peterson, R. and Domagalski, S. (2010). Identifying and Assessing
Fundamental Competencies: What Does it Mean to be a Direct and Interactive Marketer,
Journal for the Advancement of Marketing Education, 17 (Winter), 52-62.
• Zahay, D. L. & Fredericks. E. (2009). Podcasting to Improve Delivery of a Project-based
Internet Marketing Course, Marketing Education Review, 19(1), 57-63.
• Caravella, M., Zahay, D., Jaeger, C., & Ekachail, G. (2009), Web 2.0: Opportunities and
Challenges for Marketing Educators, Journal of Advertising Education, (Spring), 58-63.
*Best Paper

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A Hero's Journey in Customer Data Management and Performance Measurement

  • 1. © Copyright by Debra Zahay 2013 My Hero's Data Odyssey: A Deep Dive into Customer Data Management and Performance Measurement Dr. Debra Zahay Blatz Professor of Marketing at St. Edward’s University, Austin, TX
  • 2. © Copyright by Debra Zahay 2013 The Hero’s Framework Apologies and proper respect to Joseph Campbell The Call to Adventure The Refusal of the Call Supernatural Aid/Mentor The Quest The Trial/Ordeal The Boon The Return
  • 3. © Copyright by Debra Zahay 2013 The Hero’s Journey Apologies and proper respect to Joseph Campbell The Call to Adventure The Refusal of the Call Supernatural Aid/Mentor The Quest The Trial/Ordeal The Boon The Return
  • 4. © Copyright by Debra Zahay 2013 My Quest about Customer Information Management Led to Academia… Informatio n Systems Sales/Mar keting/Da tabases IMC & More Databases ???? Ph.D.
  • 5. © Copyright by Debra Zahay 2013 Starting Question: What is the relationship between Customer Information Management and Firm Performance?
  • 6. © Copyright by Debra Zahay 2013 The Call to Adventure
  • 7. © Copyright by Debra Zahay 2013 The Refusal
  • 8. © Copyright by Debra Zahay 2013 Supernatural Aid/Mentor
  • 9. © Copyright by Debra Zahay 2013 The Quest
  • 10. © Copyright by Debra Zahay 2013 Research Scope 1998-2023 • Over 400 companies • Over twenty years of research • B2B and B2C • Qualitative and Quantitative • Over 30 academic papers
  • 11. © Copyright by Debra Zahay 2013 The Trial/Ordeal
  • 12. © Copyright by Debra Zahay 2013 Research Issues Covered • Customer data management practices and measurement • Data management/performance relationship • Customer data quality • Organizing for data quality • Personalization and customization • Transactional vs. relational data, differences, contribution to performance
  • 13. © Copyright by Debra Zahay 2013 Martech for 2023: The (Really) Big Picture 10,383 vendors!
  • 14. © Copyright by Debra Zahay 2013 Takeaways 1: Strategy Trumps Data • There is a data management (get store, move and use), performance relationship • Relational data fuels customer growth metrics as well as business growth • Transactional data is tied more to business growth • Customer growth metrics connect data and business growth • But strategy trumps data, every, every time • Data management is ‘table stakes’ and really measures the ability of the firm to learn • Personalization and customization activity shape day to day data management practices
  • 15. © Copyright by Debra Zahay 2013 Data Quality is Key: I hope AI can help
  • 16. © Copyright by Debra Zahay 2013 Takeaways 2: Data Quality Rules • Customer data quality is the most important aspect • Top-down support drives data quality, and just about every other successful technology adoption process • Mission and Vision are Key • Middle management must be supported to achieve data quality
  • 17. © Copyright by Debra Zahay 2013 The Boon
  • 18. © Copyright by Debra Zahay 2013 • Professor of Marketing • Digital Marketing Strategy Specialist • Author • Blogger • Consultant • Conference speaker • Innovator in curriculum and course development Which Further Led to…..
  • 19. © Copyright by Debra Zahay 2013 https://bit.ly/ZahayGoogleScholar
  • 20. © Copyright by Debra Zahay 2013 Over 3400 Citations
  • 21. © Copyright by Debra Zahay 2013 Editor: Journal of Research in Interactive Marketing 2011-2021
  • 22. © Copyright by Debra Zahay 2013 The Return
  • 23. © Copyright by Debra Zahay 2013 My Hero’s Tale Is Beginning The Call to Adventure The Refusal of the Call Supernatural Aid/Mentor The Quest The Trial/Ordeal The Boon The Return
  • 24. © Copyright by Debra Zahay 2013 Number of Days to Adopt New Technologies
  • 25. © Copyright by Debra Zahay 2013 Be the Hero of Your Own Journey!
  • 26. © Copyright by Debra Zahay 2013 Questions? • debra@zahay.com • https://www.linkedin.com/in/drzahay/ • Google Voice: (630) 448-2444
  • 27. © Copyright by Debra Zahay 2013 Customer Information Management Capabilities Based on he Learning Organization
  • 28. © Copyright by Debra Zahay 2013 Strategy Trumps Data
  • 29. © Copyright by Debra Zahay 2013 Customer Information Management • Zahay, D., (2021). Advancing Research in Digital and Social Media Marketing,The Journal of Marketing Theory and Practice, 29(1), 125-139. Published online March 8, DOI: 10.1080/10696679.2021.1882865 • Banerjee, S., Sen, A. & Zahay, D. (2023), The effect of in-store electronic word of mouth on local competitor spillovers in the quick service restaurant industry, Electronic Commerce Research, July 28 online. https://doi.org/10.1007/s10660-023-09742-0 • Johnson, D., Muzellec, L., Sihi, D. & Zahay, D. (2019). The Marketing Organization's Journey to Become Data-Driven. Journal of Research in Interactive Marketing, 13(2), pp. 162-178. • Zahay, D., Peltier, J., Krishen, A. & Schultz, D. (2014). Organizational Processes for B2B Services IMC Data Quality, The Journal of Business and Industrial Marketing, 29 (1), pp. 63- 74. • Peltier, J., Zahay, D. & Lehman, D. (2013). Organizational Learning and CRM Success: A Model for Linking Organizational Practices, Customer Data Quality and Performance, Journal of Interactive Marketing, 27, pp. 1-13. Winner of Journal Best Paper, 2014.* • Peltier, J., Zahay, D. & Krishen, A. (2013). A Hierarchical IMC Data Integration and Measurement Framework. The Journal of Marketing Analytics, formerly Journal of Database Marketing and Customer Strategy Management, 1 (1), 1, 32-48. • Zahay, D., Peltier, J., & Krishen, A. (2012). Building the Foundation for Customer Data Quality in CRM Systems for Financial Services Firms, Journal of Database Marketing and Customer Strategy Management formerly Journal of Database Marketing, 19 (1), pp. 5-16. • Zahay, D., Mason, C. & Schibrowsky, J. (2009), The Present and Future of IMC and Database Marketing, International Journal of Integrated Marketing Communications, 1(2), 13-30. (Invited Piece, peer reviewed). • White, T., Zahay, D. L., Thorbjornsen, H., & Shavitt, S. (2008). Getting Too Personal: Reactance to Highly Personalized Email Solicitations. Marketing Letters, 19 (1), 39-50. • *Best Paper
  • 30. © Copyright by Debra Zahay 2013 Customer Information Management Continued • Zahay, D. L. (2008). Successful B2B Customer Database Management. Journal of Business & Industrial Marketing, 23 (4), 264-272. • Zahay, D. L. & Peltier, J. (2008). Interactive Strategy Formation: Organizational and Entrepreneurial Factors Related to Effective Customer Information Systems Practices in B2B Firms. Industrial Marketing Management, 37 (2), 191-205. • Peltier, J., Schibrowksy, J. A. , Schultz, D. E. , & Zahay, D. L. (2006). Interactive IMC: The Relational Transactional Continuum and the Synergistic Use of Customer Data. Journal of Advertising Research, 46 (2), 146-159. • Payton, F. C. & Zahay, D. L. (2005). Why Doesn't Marketing Use the Corporate Data Warehouse? The role of trust and quality in adoption of data-warehousing technology for CRM applications. Journal of Business & Industrial Marketing, 20 (4/5), 237-244. • Zahay, D. L., Peltier, J., Griffin , A., & Schultz , D. (2004). The Role of Transactional versus Relational Data in IMC Programs: Bringing Sales and Marketing Data Together. Journal of Advertising Research, 44 (1), 3-18. • Zahay, D. L. & Griffin, A. (2004). Customer Learning Processes, Strategy Selection, and Performance in Business-to-Business Service Firms. Decision Sciences (Journal of), 35 (2), 169-203. • Payton, F. & Zahay, D. L. (2003). Understanding Why Marketing Doesn't Use the Corporate Data Warehouse for CRM Applications. Journal of Database Marketing, 10 (4), 315-326. • Zahay, D. L. & Griffin, A. (2003). Information Antecedents and Consequences of Personalization and Customization in Business-to-Business Service Markets. Journal of Database Marketing, 10 (3), 255-271-326.
  • 31. © Copyright by Debra Zahay 2013 New Product Development • Hajli, N., Shanmugam, M., Papagiannidis, S, Zahay, D. & Richard, M.-O. (2017). Branding Co-creation with Members of Online Brand Communities, Journal of Business Research (Online August 30, 2016) , 70 (January), pp. 136-144. • Zahay, D. L., Griffin, A., & Fredericks, E. (2011). Information Use in NPD: An Initial Exploratory Empirical Test in the Chemical Industry, Journal of Product Innovation Management, 28 (4) 485-502. • Zahay, D. L., Griffin , A., & Fredericks, E. (2004). Sources, Uses, and Forms of Data in the New Product Development Process. Industrial Marketing Management, 33, 657-666.
  • 32. © Copyright by Debra Zahay 2013 Branding and Strategy • Zahay, D. Schultz, D., & Kumar, A. (2015/2016). Reimagining Branding for the New B2B Digital Marketplace, Journal of Brand Strategy, 3(4), pp. 257-372. • Zahay, D. L. & Griffin, A. (2010). Marketing Strategy Selection, Marketing Metrics and Firm Performance, Journal of Business & Industrial Marketing, 25 (2) 84-93. • Zahay, D. L. & Handfield, R. (2004). The Role of Learning in Adoption of B2B Technologies. Industrial Marketing Management, 33, 627-641. • Zahay, D. L. & Handfield, R. (2003). Using the Value Chain Concept to Improve Interactive Marketing. Interactive Marketing, 4 (4), 343- 354.
  • 33. © Copyright by Debra Zahay 2013 Marketing Pedagogy • Reavey, B. & Zahay, D. (2022), Teaching Conceptual Models: Using Direct Interaction to Enhance Metacogniton, Marketing Education Review, 32(4), 311-328. https://doi.org/10.1080/10528008.2022.2059686 • Zahay, D., Pollitte, W., Reavey, B. & Alvarado, A. (2022). An Integrated Model of Digital Marketing Curriculum Design, Marketing Education Review, 32 (3), 205- 223,https://doi.org/10.1080/10528008.2021.1947856* • Reavey, B., Zahay, D. & Rosenblum, A. (2021), Updating the Marketing Research Course to Prepare the Marketing Generalist. Journal of Marketing Education, Special Issue, 43(3), 333- 353. https://doi.org/10.1177/02734753211043925 • Zahay, D., Altounian, D., Pollitte, W. & James, J. (2019). Effective Resource Deployment in Digital Marketing Education. Marketing Education Review, 29 (3), pp. 182-192. • Zahay D., Scovatti, C., Peterson, R. and Domagalski, S. (2010). Identifying and Assessing Fundamental Competencies: What Does it Mean to be a Direct and Interactive Marketer, Journal for the Advancement of Marketing Education, 17 (Winter), 52-62. • Zahay, D. L. & Fredericks. E. (2009). Podcasting to Improve Delivery of a Project-based Internet Marketing Course, Marketing Education Review, 19(1), 57-63. • Caravella, M., Zahay, D., Jaeger, C., & Ekachail, G. (2009), Web 2.0: Opportunities and Challenges for Marketing Educators, Journal of Advertising Education, (Spring), 58-63. *Best Paper