{"id":1093,"slug":"sarasvathy-effectuation-bird-in-hand-affordable-loss","title":"Sarasvathy effectuation (2001, 2008) — expert entrepreneurs decide on affordable loss + bird-in-hand, NOT on expected value","kind":"reference","scope":"business","status":"current","audiences":["kevin","candid-team"],"topics":["gc-vertical","psychology-aversion","entrepreneur-cognition"],"reference_body":"**Claim:** Saras Sarasvathy's effectuation program — built on think-aloud protocols with experienced founders — establishes that **expert entrepreneurs do not maximize expected return.** They decide using two principles directly load-bearing for Candid sales:\n\n- **Bird-in-hand.** Experts start from what they have (identity, knowledge, networks) and let plausible ends emerge from existing means. They do *not* begin with imagined goals and reverse-engineer means.\n- **Affordable loss.** Experts set a maximum they can absorb if the venture fails, then proceed only if downside is bounded at that level. Sarasvathy's framing: \"How much can I afford to lose if this fails?\" rather than \"What is the expected NPV?\"\n\n**Sources:**\n- Sarasvathy, S. D. (2001). \"Causation and Effectuation.\" *Academy of Management Review* 26(2): 243–263.\n- Sarasvathy, S. D. (2008). *Effectuation: Elements of Entrepreneurial Expertise*.\n\n**Confidence:** Industry-consensus in the entrepreneurship-research community. Empirical support: [[read-song-smit-2009-effectuation-meta-analysis-9897-ventures]].\n\n**For Candid:** This is the actual decision rule a Candid sales conversation needs to engage. A pitch that proposes the GC reinvent his market positioning starts from imagined ends and **violates bird-in-hand**. A pitch framing Candid's engagement as bounded exposure with explicit kill criteria **respects affordable-loss**. The persuasion architecture most directly aligned with the cognitive profile is the bounded-loss frame ([[bounded-vs-implicit-loss-frame-distinction]]).\n\n**Operationalized as:** [[rule-price-in-affordable-loss-terms-not-expected-return]] and [[rule-bird-in-hand-pitch-architecture-default]].","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"research-brief-risk-aversion-post-failure-may-2026","title":"Research brief: risk aversion, loss aversion, and post-failure decision patterns in GC and trades-business decision-makers (May 2026)","kind":"reference","scope":"business","link_type":"relates-to"}],"incoming":[{"slug":"read-song-smit-2009-effectuation-meta-analysis-9897-ventures","title":"Read, Song, Smit 2009 (JBV) — meta-analysis of effectuation; 9,897 new ventures; 3 of 5 principles positively associated with performance","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"bounded-vs-implicit-loss-frame-distinction","title":"Bounded-loss vs implicit-loss frame — implicit (\"you'll fall behind\") fails; bounded (\"max exposure $X, kill points at month 2 and 4\") works","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"bird-in-hand-sales-architecture-for-candid","title":"Bird-in-hand sales architecture — start from GC's existing assets, propose bounded incremental improvements; NOT strategic reinvention","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"pitch-categories-pre-emptively-defeated-by-gc-cognitive-profile","title":"Pitch categories pre-emptively defeated by the GC cognitive profile — seven types this audience rejects before evaluating on merits","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"rule-price-in-affordable-loss-terms-not-expected-return","title":"R1 — Price and scope in affordable-loss terms, not expected-return terms; headline = \"maximum you can lose,\" not \"projected upside\"","kind":"rule","scope":"business","link_type":"depends-on"},{"slug":"rule-bird-in-hand-pitch-architecture-default","title":"R7 — Bird-in-hand pitch architecture as default; begin from what the GC has, propose incremental improvements; reserve reinvention for growth-oriented founder-GCs","kind":"rule","scope":"business","link_type":"depends-on"},{"slug":"rule-replace-implicit-with-bounded-loss-framing","title":"R9 — Stop using implicit-loss framing; replace \"you'll fall behind\" with bounded loss (\"specific cost of current configuration over 12 months, in lost leads / wasted spend\")","kind":"rule","scope":"business","link_type":"depends-on"}]},"created_at":"2026-05-25T13:13:30.969Z","updated_at":"2026-05-25T13:13:30.969Z"}