Sources and Citations
Companion reference for Applied Enterprise Agility (Book 1).
The statistics and research findings cited throughout this book are organized below by chapter. Full citations include source details, methodology where available, and current URLs for verification.
Chapter 1: The Great Agile Lie
Bain & Company Transformation Survey (2024)
Citation: Bain & Company. “Results Delivery: The Secrets of Successful Transformation.” Transformation and Change Survey. April 2024. Survey of 400+ executives analyzing 24,000 transformation initiatives.
URL: https://www.bain.com/insights/results-delivery-secrets-of-successful-transformation/
Relevance: Source for 88% transformation failure rate and the “5% Rule” (90% of value from 5% of roles).
McKinsey & BCG Transformation Research (2021-2023)
Citation: Robinson, Bryan. “Why Digital Transformations Fail.” McKinsey Transformation Insights. 2021. BCG Digital Transformation Study. 2021-2023. Analysis of 850+ companies.
URL: https://www.mckinsey.com/capabilities/transformation/our-insights
Relevance: Source for 70-95% transformation failure range baseline.
BCG Agile Study (2024)
Citation: BCG. “Why Companies Get Agile Right,and Wrong.” May 2024. Study of 127 companies across 23 countries.
URL: https://www.bcg.com/publications/2024/how-companies-get-agile-right-and-wrong
Relevance: Source for 66%/53% “illusion of agility” finding, validating gap between claimed and actual transformation success.
Digital.ai State of Agile Report (2023)
Citation: Digital.ai. 17th Annual State of Agile Report. 2023.
URL: https://digital.ai/resource-center/analyst-reports/state-of-agile-report/
Relevance: Source for 86% agile adoption rate, 38% citing lack of management support, and 41-48% culture as top challenge.
KPMG Global Agile Survey (2020)
Citation: KPMG. Global Agile Survey. 2020. Approximately 1,200 respondents.
URL: https://kpmg.com/xx/en/our-insights/ai-and-technology/agile-or-irrelevant.html
Relevance: Source for 62% of senior executives believing agile has “no implications” for them personally.
HBR Analytic Services Survey (2020)
Citation: Harvard Business Review Analytic Services. “The Business Agility Advantage.” 2020. Survey of approximately 500 executives.
URL: https://hbr.org/resources/pdfs/comm/scrumalliance/BusinessAgilityAdvantage.pdf
Relevance: Source for 60% higher revenue and profit growth in companies with broad agile adoption.
Chapter 3: Alignment Drift
PMI Survey (2024)
Citation: Project Management Institute. Proprietary survey comparing C-suite and agile practitioner perspectives. 2024.
Relevance: Source for the 72%/41% strategy-execution gap. 72% of executives agree on strategy clarity, but only 41% believe their operating model supports execution.
Kaplan & Norton Strategy Research
Citation: Kaplan, Robert S. and David P. Norton. “Using the Balanced Scorecard as a Strategic Management System.” Harvard Business Review. January-February 1996. Finding validated by subsequent organizational studies.
URL: https://hbr.org/2007/07/using-the-balanced-scorecard-as-a-strategic-management-system
Relevance: Source for 95% of employees unaware of or unable to articulate corporate strategy.
Chapter 4: Choked Flow
McKinsey Product Development Analysis
Citation: McKinsey & Company. Product development economics research. Analysis of time-to-market impact on profitability.
URL: https://www.mckinsey.com/capabilities/operations/our-insights
Relevance: Source for 33% profit reduction from 6-month delay versus only 4% from 50% budget overrun.
Context Switching Research (APA)
Citation: Meyer, David E. and Jeffrey E. Rubinstein. “Executive Control of Cognitive Processes in Task Switching.” Journal of Experimental Psychology: Human Perception and Performance. American Psychological Association. 2001. Subsequently replicated.
URL: https://www.apa.org/topics/research/multitasking
Relevance: Source for 20-40% productivity reduction from context switching.
ASOS Flow Efficiency Study (2023)
Citation: ASOS Technology Blog. “Flow Efficiency Study.” 2023. Analysis of 63 agile teams over 12 months using Jira data.
Relevance: Source for 5-15% typical flow efficiency, meaning 85-95% of time is spent waiting rather than working.
Dependency Wait Time Research
Citation: Practitioner studies and Lean case studies. Aggregated from multiple organizational assessments.
Relevance: Source for 30-40% of team time wasted waiting on other teams, approvals, or decisions.
Chapter 5: Broken Feedback
Pendo Feature Adoption Report (2019)
Citation: Pendo.io. Feature Adoption Report. 2019. Analysis of anonymized usage data from 615 software companies.
URL: https://www.pendo.io/resources/
Relevance: Source for 80% of features rarely or never used, representing $29.5 billion annually in wasted development.
Chapter 6: The Vicious Cycle
Gallup Workplace Surveys (2019-2024)
Citation: Gallup. State of the Global Workplace and Manager Engagement Research. 2019-2024.
URL: https://www.gallup.com/workplace/349484/state-of-the-global-workplace.aspx
Relevance: Source for managers accounting for 70% of variance in team engagement.
McKinsey Culture and Transformation Research
Citation: McKinsey & Company. Digital Transformation Research. 2021-2023.
URL: https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights
Relevance: Source for 5.3x higher success rate in organizations investing in cultural change versus technology alone.
Note on URLs: URLs were verified at time of publication. Some sources may require navigation from the main URL to locate specific reports or may have moved since publication.