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: Slagt, Peter, Melissa Burke, and Anna Cochemé. “The Three Common Transformation Talent Mistakes and How to Avoid Them.” Bain & Company. April 2024. Findings from Bain’s Transformation & Change Survey of 400+ executives and database of 24,000+ transformation initiatives.
URL: https://www.bain.com/insights/the-three-common-transformation-talent-mistakes-and-how-to-avoid-them/
Relevance: Source for 88% transformation failure rate and the “5% Rule” (90% of value from 5% of roles).
McKinsey Transformation Failure Research
Citation: Robinson, Harry. “Why Do Most Transformations Fail? A Conversation with Harry Robinson.” McKinsey & Company. 2019.
Relevance: Source for the ~70% transformation failure baseline. McKinsey senior partner Harry Robinson summarizes academic research showing that “when corporations launch transformations, roughly 70% fail.” Upper bound of the 70-95% range originally cited in this book draws from additional industry sources (BCG, IDC, et al.) and is no longer tied to this specific citation.
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/why-companies-get-agile-right-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 CEO Outlook: Agile or Irrelevant (2019)
Citation: KPMG. Agile or Irrelevant: Redefining Resilience. 2019 Global CEO Outlook. Survey of approximately 1,300 CEOs across 11 countries.
Relevance: Source for 62% of senior executives believing agile has “no implications” for them personally.
CA Technologies Agile and DevOps Study (2018)
Citation: Panditi, Surya. “Survey Data Shows That Many Companies Are Still Not Truly Agile.” Harvard Business Review, Sponsor Content from CA Technologies. March 2018. Findings from a global survey of approximately 1,300 IT and business leaders, reported in “How Agile and DevOps Enable Digital Readiness and Transformation” (CA Technologies, 2018).
URL: https://hbr.org/sponsored/2018/03/survey-data-shows-that-many-companies-are-still-not-truly-agile
Relevance: Source for the finding that the most broadly agile organizations (the top 18%, labeled “Agility Masters”) report 60% higher revenue and profit growth than the rest, supporting the case for broad rather than siloed 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 (via HBR)
Citation: House, Charles H. and Raymond L. Price. “The Return Map: Tracking Product Teams.” Harvard Business Review. January-February 1991. Reports McKinsey research on time-to-market impact on profitability.
URL: https://hbr.org/1991/01/the-return-map-tracking-product-teams
Relevance: Source for the canonical McKinsey finding that companies lose 33% of after-tax profit when they ship products six months late, compared with losses of only 3.5% when they overspend 50% on product development.
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/the-2019-feature-adoption-report/
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://news.gallup.com/businessjournal/182792/managers-account-variance-employee-engagement.aspx
Relevance: Source for managers accounting for 70% of variance in team engagement.
McKinsey: The Science Behind Successful Organizational Transformations
Citation: McKinsey & Company. “The Science Behind Successful Organizational Transformations.” Survey of executives on transformation practices and outcomes.
Relevance: Source for the influence-model multipliers, including 5.3x higher transformation success rate when leaders model the behaviors they want employees to adopt, and the broader finding that mindset and cultural interventions outperform technology-only approaches in successful transformations.
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.