Data and analytics leadership survey 2023 — Delivering business value from D&A investments [it´s a long & difficult road]


This is a republication of the excerpt of the report “Data and analytics leadership annual executive survey 2023”, published by “NewVantage Partners”, with the title above.


institute for health transformation (inHealth)

research institute, knowledge portal and advisory consulting


Joaquim Cardoso MSc
Chief Researcher, Editor and Advisor
December 29, 2022


Key Messages:


  • There is much evidence of data’s rise in importance within large corporations when compared to earlier surveys on the past 10 years.

  • Some of this change has taken place amazingly rapidly.

  • … data consumption has become much more of a focus in recent years, and that companies are using analytics and AI to deliver value from data.

  • It’s clear that data is driving substantial amounts of business innovation.

  • But, there is a low level of overall success of the CDO/CDAO function

  • In the end, however, the ultimate value from data comes when people use it in decisions and actions. That is both a long game and a difficult one. 


Executive Summary


What is the importance of data?


  • Data is the primary driver of software’s growth.

  • Data, and the ability to make sense of it, has been one of the greatest drivers of innovation in both business and society in recent decades, and a primary driver of economic success in the 21st century.

What are the findings of the survey?


  • There is much evidence of data’s rise in importance within large corporations when compared to earlier surveys (10 of them).

  • Some of this change has taken place amazingly rapidly.

  • (1) The Chief Data Officer role has quickly become much more common over time and across more industries, …

  • (2) … as has the incorporation of analytics and AI into the role, and the prevalence of the Chief Data and Analytics Officer.

  • (3) There has been a pronounced shift to offense-oriented activities during this short period.

  • (4) The number of companies reporting measurable business value from data and analytics has grown enormously, …

  • (5) … and the investment in these resources continues to increase even during a potentially uncertain economic climate.

What is the success rate?


  • Data consumption has become much more of a focus in recent years, and that companies are using analytics and AI to deliver value from data.

  • There is a low level of overall success of the CDO/CDAO function

  • It’s clear that data is driving substantial amounts of business innovation.


What are the barriers?


  • But these rapid changes in the importance of data stand in contrast to lack of progress — even regression in some cases — in other areas.

  • The human side of data continues to challenge companies, and data leaders and the organizations that they serve appear reluctant to change their paradigms toward more emphasis on these issues.

  • The great majority of respondents report that the principal challenges to becoming a data-driven organization are human — culture, people, process, or organization — rather than technological.

  • And they make little progress toward that goal; this year less than a quarter of firms report a data-driven organization or data culture.

Here is a summary of the major takeaways from the 2023 Data and Analytics Leadership Annual Executive Survey:


CDO/CDAO Role


  • 1.Continued growth and commitment to data is reflected in record survey organization representation and record CDO/CDAO participation 

  • 2.Adoption of CDO/CDAO role is reflected in record CDO/CDAO participation

  • 3.Expansion of data and the CDO/CDAO role across industries and geographies is reflected in higher and more diverse industry and geographic participation

  • 4.The CDO/CDAO role has achieved critical mass as evidenced by widespread adoption

  • 5. Lack of clear expectations for the CDO/CDAO role contribute to lingering dissatisfaction as organizations struggle to deliver business value from their data investments

  • 6.The CDO/CDAO role is evolving and maturing as organizations strive to deliver business value from their data investments


Investments & Results:


  • 7.Investments in data are growing and remain strong, even with potential economic headwinds

  • 8.Becoming data-driven and building a data culture remain aspirational objectives for most organizations


Barriers to overcome:


  • 9.Cultural factors continue to be the greatest obstacle to delivering business value from data investments

  • 10.Companies continue to fall short in attention and commitment to data ethics policies and practices





ORIGINAL PUBLICATION (exec.sum.)







Data and analytics leadership annual executive survey 2023


NewVantage Partners
With a Foreword by Thomas H. Davenport and Randy Bean
January 2023



FOREWORD


Shortly before the first NewVantage Partners survey of data and information executives in 2012, the venture capitalist Mark Andreesen wrote in the Wall Street Journal that “software is eating the world.” 


While it’s certainly true that the importance of software has grown in leading economies, one could easily argue that data is the primary driver of software’s growth. 


Data, and the ability to make sense of it, has been one of the greatest drivers of innovation in both business and society in recent decades, and a primary driver of economic success in the 21st century.


Data, and the ability to make sense of it, has been one of the greatest drivers of innovation in both business and society in recent decades, and a primary driver of economic success in the 21st century.


Indeed, the 11th survey in this series contains much evidence of data’s rise in importance within large corporations when compared to earlier surveys. Some of this change has taken place amazingly rapidly. 


  • The Chief Data Officer role has quickly become much more common over time and across more industries, …

  • … as has the incorporation of analytics and AI into the role, and the prevalence of the Chief Data and Analytics Officer. 

  • There has been a pronounced shift to offense-oriented activities during this short period. 

  • The number of companies reporting measurable business value from data and analytics has grown enormously, …

  • … and the investment in these resources continues to increase even during a potentially uncertain economic climate.


But these rapid changes in the importance of data stand in contrast to lack of progress — even regression in some cases — in other areas. 


The human side of data continues to challenge companies, and data leaders and the organizations that they serve appear reluctant to change their paradigms toward more emphasis on these issues. 


Every year in recent surveys, the great majority of respondents report that the principal challenges to becoming a data-driven organization are human — culture, people, process, or organization — rather than technological. 

And they make little progress toward that goal; this year less than a quarter of firms report a data-driven organization or data culture.


… the principal challenges to becoming a data-driven organization are human — culture, people, process, or organization — rather than technological.

And they make little progress toward that goal; this year less than a quarter of firms report a data-driven organization or data culture.


Yet it would appear that too much of the focus of data executives is on non-human issues — data modernization, data products, AI and ML, data quality, and various data architectures. 


Less than 2% of respondents ranked “data literacy” as their top investment priority. 

Could it be that we are leading the horse to water, but it isn’t drinking?

Perhaps this accounts for the low level of overall success of the CDO/CDAO function found in the survey.


This is not to diminish the real progress made with data in organizations. 


The survey and our own observations indicate that data consumption has become much more of a focus in recent years, and that companies are using analytics and AI to deliver value from data. 


It’s clear that data is driving substantial amounts of business innovation. 


In the end, however, the ultimate value from data comes when people use it in decisions and actions. That is both a long game and a difficult one.


… data consumption has become much more of a focus in recent years, and that companies are using analytics and AI to deliver value from data.

It’s clear that data is driving substantial amounts of business innovation. In the end, however, the ultimate value from data comes when people use it in decisions and actions. That is both a long game and a difficult one.


Thomas H. Davenport and Randy Bean

January 2023



INTRODUCTION


Data and analytics can be utilized by companies in ways that can transform industries. 


Organizations can make informed and hopefully better decisions using data, without having to rely exclusively on intuition.


Yet many organizations continue to struggle to deliver business value from their data and analytics investments. 


Turnover in corporate data and analytics leadership roles remains high.


Investments in data and analytics capabilities and initiatives are greater than ever, but organizations are coming to the growing realization that embedding these capabilities within their firms and transforming the cultures of their organizations will take time.


Investments in data and analytics capabilities and initiatives are greater than ever, but organizations are coming to the growing realization that embedding these capabilities within their firms and transforming the cultures of their organizations will take time.


A new generation of data and analytics professionals are assuming data leadership roles. 



How ready are leading companies to make the changes and investments required to establish data leadership?


The central theme of NewVantage Partners, A Wavestone Company 2023 Data and Analytics Leadership Executive Survey is Delivering Business Value from Data and Analytics Investments.


If we are not delivering business value in some measurable form, what have we accomplished and what should we be doing as data and analytics leaders?


This year marks the 11th edition of this C-Executive survey, which was first published in 2012. 


The survey was launched in response to a constituency of Fortune 1000 business and technology C-Executives seeking to understand the transformational impact that data and analytics would have on their organizations and industry.


We are entering into the 2nd decade since data leadership roles such as the Chief Data and Analytics Officer have been widely embraced. How much progress has been made? What are the greatest challenges that remain? What are the obstacles to progress and success?


These are the central questions that we sought to provide insight into from this year’s executive survey.



Here is a summary of the major takeaways from the 2023 Data and Analytics Leadership Annual Executive Survey:


CDO/CDAO Role


  • 1.Continued growth and commitment to data is reflected in record survey organization representation and record CDO/CDAO participation 

  • 2.Adoption of CDO/CDAO role is reflected in record CDO/CDAO participation

  • 3.Expansion of data and the CDO/CDAO role across industries and geographies is reflected in higher and more diverse industry and geographic participation

  • 4.The CDO/CDAO role has achieved critical mass as evidenced by widespread adoption

  • 5. Lack of clear expectations for the CDO/CDAO role contribute to lingering dissatisfaction as organizations struggle to deliver business value from their data investments

  • 6.The CDO/CDAO role is evolving and maturing as organizations strive to deliver business value from their data investments


Investments & Results:


  • 7.Investments in data are growing and remain strong, even with potential economic headwinds

  • 8.Becoming data-driven and building a data culture remain aspirational objectives for most organizations


Barriers to overcome:


  • 9.Cultural factors continue to be the greatest obstacle to delivering business value from data investments

  • 10.Companies continue to fall short in attention and commitment to data ethics policies and practices




1.Continued growth and commitment to data is reflected in record survey organization representation and record CDO/CDAO participation


Participants in this year’s survey comprised data executives who served in CDO/CDAO and other executive data leadership positions with 116 Fortune 1000 companies or organizations during 2022, up 22% over last year’s survey, reflecting the continued growing commitment to data within industry.



2.Adoption of CDO/CDAO role is reflected in record CDO/CDAO participation


Of this year’s survey participants, 84.6% held the role of Chief Data Officer, Chief Data & Analytics Officer, or the most senior data leadership title within their organization, up 10% from last year and nearly 20% in five years, reflecting the continued growth and adoption of the CDO/CDAO role across organizations and industries.



3.Expansion of data and the CDO/CDAO role across industries and geographies is reflected in higher and more diverse industry and geographic participation


While representation by leading financial services firms continues to be strong, representation of firms and organizations across industries is now higher than ever, with 42.7% of participants representing industries beyond financial services.


The diversification of industry participation is in contrast to the heavy concentration — 77.2% — of financial services participation as recently as five years ago, reflecting the growing embrace and adoption of data and the CDO/CDAO role across more industries, as well as more geographies.

In addition, this year’s survey marks greater participation from global brands and internationally based businesses, as new CDO/CDAO communities emerge in Europe, Asia/Pacific, Africa, and Latin America.


… this year’s survey marks greater participation from global brands and internationally based businesses, as new CDO/CDAO communities emerge in Europe, Asia/Pacific, Africa, and Latin America.



4.The CDO/CDAO role has achieved critical mass as evidenced by widespread adoption


In this year’s survey, 82.6% of organizations report having appointed a CDO/CDAO, a dramatic increase from the meager 12.0% of organizations that had appointed a CDO/CDAO when the survey was first conducted in 2012. 

This clearly reflects the trend to consensus adoption of the CDO/CDAO role across organizations and across industries.


82.6% of organizations report having appointed a CDO/CDAO (In this year’s survey), a dramatic increase from the meager 12.0% of organizations that had appointed a CDO/CDAO when the survey was first conducted in 2012.



5. Lack of clear expectations for the CDO/CDAO role contribute to lingering dissatisfaction as organizations struggle to deliver business value from their data investments


Only 40.5% of companies report that the CDO/CDAO role is well-understood within their organizations, while only 35.5% of organizations responded that the CDO/CDAO role is successful and well-established — an 11.6% decline in organizational satisfaction from last year. 

These results reflect both the newness of the role, as well as the lack of maturity and lack of clear expectations for the CDO/CDAO function.


Only 40.5% of companies report that the CDO/CDAO role is well-understood within their organizations …

These results reflect both the newness of the role, as well as the lack of maturity and lack of clear expectations for the CDO/CDAO function.




6.The CDO/CDAO role is evolving and maturing as organizations strive to deliver business value from their data investments


Analytics is now a part of the CDO/CDAO role at 69.4% of organizations. 


The primary mandate of the CDO/CDAO is to develop the corporate data strategy at 48.1% of organizations. 

Analytics is now a part of the CDO/CDAO role at 69.4% of organizations. 

The primary mandate of the CDO/CDAO is to develop the corporate data strategy at 48 % of organizations.


Most CDO/CDAOs — 43.3% — now report to the President/ CEO or COO, and 55.6% report to a business rather than technology function, with just 27.4% still reporting to the CIO.

This reflects a significant shift in how the role is perceived, and a commitment to ensuring the delivery of business value from the CDO/CDAO role.


Most CDO/CDAOs now report to the President/ CEO or COO (43 %) , and 55 % report to a business rather than technology function, with just 27 % still reporting to the CIO.



7.Investments in data are growing and remain strong, even with potential economic headwinds


Organizations continue to invest in data, with 87 % reporting increases in data investments during 2022, most notably in activities such as data modernization, which was identified as the top data and analytics investment focus by 40 % of organizations. 


Organizations continue to invest in data, with 87 % reporting increases in data investments during 2022, most notably in activities such as data modernization …


Looking ahead to 2023, 94 % of organizations are planning to increase their investments in data in the wake of potential economic uncertainty, reflecting the continued perception that data is an essential business asset to organizations.


Looking ahead to 2023, 94 % of organizations are planning to increase their investments in data in the wake of potential economic uncertainty, reflecting the continued perception that data is an essential business asset to organizations.


CDO/CDAOs and data leader executives again identified data modernization, …


… meaning the transfer of data from outdated or siloed legacy environments to cloud-based environments, as their investment priority. 

82.0% of organizations plan to increase their investments in data modernization in 2023. 


CDO/CDAOs and data leader executives again identified data modernization, … 

… meaning the transfer of data from outdated or siloed legacy environments to cloud-based environments, as their investment priority.


Investment in data products and AI/ML were also indicated to be a priority, while investment in data mesh, data fabrics, and data literacy were less universal.


Investment in data products and AI/ML were also indicated to be a priority, while investment in data mesh, data fabrics, and data literacy were less universal.



8.Becoming data-driven and building a data culture remain aspirational objectives for most organizations


Just 23.9% of companies characterize themselves as data-driven, and only 20.6% say that they have developed a data culture within their organizations, …

… reflecting that becoming data-driven is a long and difficult journey that organizations increasingly recognize playing out over years or decades.


Just 23.9% of companies characterize themselves as data-driven, and only 20.6% say that they have developed a data culture within their organizations, …



9.Cultural factors continue to be the greatest obstacle to delivering business value from data investments


The vast majority of data leaders — 79 % — continue to cite cultural issues — organizational receptivity to change and business transformation, changes to organizational processes, people and skills, organizational alignment, and communications — as the greatest obstacles to realizing business value, …

… reflecting that change is seldom easy, and organizational transformation tends to move slowly.


The vast majority of data leaders (79 % ) continue to cite cultural issues … as the greatest obstacles to realizing business value, …

… reflecting that change is seldom easy, and organizational transformation tends to move slowly.


Yet, investment in people skills such as building data literacy, remain low — just 1.6% cited this as their top investment priority. 


A sign of hope is that 70.9% of CDO/CDAOs and data leaders report that their firms are receptive to change and organizational transformation.


Yet, investment in people skills such as building data literacy, remain low — just 1.6% cited this as their top investment priority.



10.Companies continue to fall short in attention and commitment to data ethics policies and practices


Data ethics remains an issue of concern for data leaders as only 23.8% of companies report they are doing enough to ensure responsible and ethical use of data within their organizations and the industry.


Data ethics remains an issue of concern for data leaders as only 23.8% of companies report they are doing enough to ensure responsible and ethical use of data within their organizations and the industry.



The long version of the report presents the findings of this year’s survey in detail. We hope that you find this year’s results insightful and thought-provoking.


Thank you to all of the CDO/CDAOs and data leaders who participated in this year’s survey. Your experiences and knowledge have made this survey a true benchmark for the data and analytics industry for over a decade now. We are humbly grateful for your participation!


Originally published at https://www.wavestone.com/

Total
0
Shares
Deixe um comentário

O seu endereço de e-mail não será publicado. Campos obrigatórios são marcados com *

Related Posts

Subscribe

PortugueseSpanishEnglish
Total
0
Share