The apparatus

References

Every trap card in the arena chapters carries a SOURCES chip that links here. The entries are the actual audits, studies, and reports behind the site's factual claims; several are in German, marked accordingly. Where the text names a foundational idea — Hayek on knowledge and discovery, Taleb on skin in the game — the original is listed under Foundations.

A note on method, in keeping with this site's AI transparency policy: the background research for the chapters was AI-assisted. Nothing from that research is cited here directly. Instead, each entry below was traced to its original publisher and checked against the claim it supports before being listed; where the research overstated a finding, the chapter text follows the source, not the research.

E-government & bureaucracy

Corporate transformation

  • BCG 2020

    Boston Consulting Group — Flipping the Odds of Digital Transformation Success (2020)

    The global finding that about 70% of digital transformations fall short of their objectives (survey of roughly 825 senior executives worldwide).

  • McKinsey 2018

    McKinsey & Company — Unlocking success in digital transformations (2018)

    Global survey of 1,793 executives: fewer than 30% of transformations succeed, and only 16% sustainably improve performance.

  • BearingPoint 2023

    BearingPoint — Agile Pulse 2023 (2023) · German

    Survey of about 1,000 organizations, two thirds in Germany and Austria: most have not reached their agile-transformation goals, and agile often stays confined to single teams inside an otherwise traditional organization.

  • Gonçalves 2016

    Luis Gonçalves — 5 Crazy Reasons Why Agile Does Not Work in Germany (2016)

    A practitioner's observation on rigid hierarchy and silo structures blocking agile adoption in Germany.

  • Bundesbank 2018

    Deutsche Bundesbank — Tendenzen in den Finanzierungsstrukturen deutscher nichtfinanzieller Unternehmen (2018) · German, PDF

    Monthly Report, July 2018: German firms' equity ratios rose to about 30% of total assets and liquidity reserves grew through the 2010s — capital was not the constraint on transformation.

  • Couchbase 2019

    Couchbase — Digital Transformation Projects Continue to Be at Risk (2019)

    86% of 450 digital-transformation leads in the US, UK, France and Germany say reliance on legacy technology has blocked a transformation project.

Skills & further training

Culture & risk

Foundations named in the text

  • Hayek 1945

    F. A. Hayek — The Use of Knowledge in Society (1945)

    The dispersed-knowledge argument behind "bottom-up before top-down" and "decentralize decisions" (American Economic Review 35/4).

  • Hayek 1968

    F. A. Hayek — Competition as a Discovery Procedure (1968)

    Competition as a procedure for discovering what nobody can know in advance — the market-discovery point in the small-company chapter (1968 lecture, English translation in QJAE 5/3).

  • Taleb 2018

    Nassim Nicholas Taleb — Skin in the Game: Hidden Asymmetries in Daily Life (2018)

    The book behind the move's name (Random House, 2018).