All filters off — toggle a chip or lower the importance slider to see nodes.
Top hubs · by degree
Legend
concept
claim
result
method
entity
MAP
Interactive version —
how to use this graph
✓
fast mental map
Click ▶ Guided tour for a 60-second walk through the editor's pick. Or hover any node to focus; click for source; ★ nodes you want to come back to; ⌘+click two nodes to compare.
✓
share a specific view
Select any node, copy URL — the link encodes selection, zoom, and filters. Save it as a named view (⌘ views). Annotations save locally per paper. </> embed generates an iframe.
✗
not a citable source
Do not quote the graph as an authority. Edge labels and importance scores are interpretive judgments by the generating agent. Any claim worth citing must be traced back to the original paper.
reliability noteHeadline structure and importance-5 nodes are stable across runs. Mid-tier nodes (importance 2–3) and edge type distinctions are interpretive and may differ between runs. Click any node to see its source citation — nodes marked "training memory" or "inferred" were not directly verified against the source document.
LOOMUS™ and the Knowledge-Loom methodology are proprietary. Visual system is original to LOOMUS.
Knowledge Graph: The Innovator's Dilemma (Clayton Christensen, 1997)
Editorial spotlight: ↑ the tragedy: rational decisions destroy great firms
Concepts
Christensen's disruptive technology (importance 5): Initially inferior products that improve rapidly and eventually displace established competitors by appealing to new or low-end customers first.. Source: (from training memory of book).
Christensen's value network (importance 5): The context within which a firm identifies and responds to customers' needs, solves problems, procures inputs, reacts to competitors, and strives for profit.. Source: (from training memory of book).
Christensen's sustaining technology (importance 4): Innovations that improve product performance along dimensions that mainstream customers in major markets have historically valued.. Source: (from training memory of book).
Christensen's resource dependence (importance 4): Customers effectively control the resource allocation patterns of firms, pulling resources toward investments that address their needs.. Source: (from training memory of book).
Christensen's performance trajectory (importance 4): The rate at which a technology improves over time, often exceeding the rate at which customer needs increase.. Source: (from training memory of book).
Christensen's organizational capabilities (importance 4): What an organization can and cannot do is defined by its processes and values, which are shaped by the value network it operates within.. Source: (from training memory of book).
Christensen's technology S-curve (importance 3): Technologies improve slowly at first, then rapidly, then plateau as physical limits are approached; disruptive technologies start new S-curves.. Source: (from training memory of book).
Christensen's processes and values (importance 3): Processes define how work gets done; values define decision criteria. Both become disabilities when facing disruption.. Source: (from training memory of book).
Christensen's metric shift (importance 3): Disruptive technologies often compete on different performance dimensions than sustaining technologies, unrecognized by established firms.. Source: (from training memory of book).
Christensen's market creation (importance 3): Some disruptions create entirely new markets by enabling new populations of consumers to access products previously unavailable to them.. Source: (from training memory of book).
Christensen's low-end disruption (importance 3): Disruptors enter at the low end of established markets with 'good enough' products at lower prices, then improve upmarket.. Source: (from training memory of book).
Christensen's new-market disruption (importance 3): Disruptors create new value networks by making products simpler, more convenient, or more accessible to non-consumers.. Source: (from training memory of book).
Christensen's margin structure trap (importance 3): Established firms' cost structures and margin requirements prevent them from competing profitably in disruptive markets.. Source: (from training memory of book).
Christensen's emergent strategy (importance 3): Successful disruptive strategies emerge from trying things and responding to market feedback, not from deliberate planning.. Source: (from training memory of book).
Christensen's resource allocation process (importance 3): Formal and informal processes by which firms allocate resources reflect values of mainstream customers, blocking disruptive investments.. Source: (from training memory of book).
Christensen's value chain evolution (importance 3): As performance oversupply occurs, profit opportunities migrate to different parts of the value chain.. Source: (from training memory of book).
Christensen's pace asymmetry (importance 3): Technology improvement pace typically exceeds market demand growth pace, enabling disruptions to eventually serve mainstream markets.. Source: (from training memory of book).
Christensen's trajectory intersection (importance 3): The moment when disruptive technology performance becomes good enough for mainstream customers; the tipping point.. Source: (from training memory of book).
Christensen's jobs-to-be-done (importance 3): Customers hire products to do specific jobs; disruptive products do different jobs than established products.. Source: (from training memory of book).
Christensen's growth imperative (importance 3): Public companies must maintain growth rates to satisfy investors, forcing them to ignore small emerging markets.. Source: (from training memory of book).
Christensen's deliberate strategy (importance 2): Top-down planned strategies work well for sustaining innovations within known value networks but fail for disruptions.. Source: (from training memory of book).
Christensen's modular architecture (importance 2): Disruptive technologies often employ modular architectures that enable rapid improvement and customization.. Source: (from training memory of book).
Christensen's interdependent architecture (importance 2): Established firms optimize interdependent architectures for performance but become trapped by them when facing modular disruptions.. Source: (from training memory of book).
Christensen's channel conflict (importance 2): Established firms' existing distribution channels resist disruptive products that threaten current revenue streams.. Source: (from training memory of book).
Christensen's brand constraints (importance 2): Strong brands built around premium performance can become liabilities when trying to compete in low-end disruptive markets.. Source: (from training memory of book).
Christensen's technology acquisition (importance 2): Acquiring disruptive technologies through acquisition often fails if the acquired firm is integrated into parent's value network.. Source: (from training memory of book).
Christensen's mainstream trajectory (importance 2): The path of improvement that established firms follow, driven by current customer demands and competitive pressures.. Source: (from training memory of book).
Christensen's disruptive trajectory (importance 2): The initially divergent path of improvement that disruptive technologies follow, eventually intersecting with mainstream needs.. Source: (from training memory of book).
Christensen's demanded performance (importance 2): What customers actually need versus what they say they want; often lower than what sustaining technologies can provide.. Source: (from training memory of book).
Christensen's supplied performance (importance 2): What technologies can deliver; often exceeds demanded performance in mainstream markets, creating oversupply.. Source: (from training memory of book).
Christensen's sailing ship effect (importance 2): Established technologies often improve dramatically when threatened by disruptors, but ultimately lose anyway.. Source: (from training memory of book).
Christensen's nondisruptive innovation (importance 2): Some innovations create new markets without disrupting existing ones; these don't follow the dilemma pattern.. Source: (from training memory of book).
Christensen's customer-led innovation (importance 2): Letting lead customers guide product development works well for sustaining innovation but prevents disruptive innovation.. Source: (from training memory of book).
Christensen's technology mudslide hypothesis (importance 2): In some industries, disruptive technologies appear so frequently that firms must constantly climb toward higher-value markets.. Source: (from training memory of book).
Christensen's absorptive capacity (importance 2): Firms can only absorb and exploit external knowledge related to their existing processes and values.. Source: (from training memory of book).
architectural innovation threat (importance 1): Changes in how components link together can be disruptive even when components themselves don't change radically.. Source: (from training memory of book).
Claims
Christensen's Innovator's Dilemma (importance 5): Well-managed companies can do everything right—listen to customers, invest in R&D, pursue higher margins—and still lose market leadership when disrupted by simpler, cheaper technologies.. Source: (from training memory of book).
Christensen's rational investment failure (importance 5): Leading firms rationally reject disruptive technologies because current customers don't want them and initial markets are too small to sustain growth.. Source: (from training memory of book).
Christensen's upmarket gravity (importance 4): Established firms are pulled upmarket toward higher-margin customers, creating vulnerability at the low end where disruptors enter.. Source: (from training memory of book).
Christensen's 'listening to customers' trap (importance 4): Doing what good management teaches—listening to current best customers—blinds firms to disruptive threats from new value networks.. Source: (from training memory of book).
Christensen's performance oversupply (importance 4): Sustaining improvements eventually overshoot what customers can use, creating opportunities for simpler, cheaper disruptions.. Source: (from training memory of book).
Christensen's failure framework (importance 4): Failure patterns are predictable: firms excel at sustaining innovation but systematically fail at disruptive innovation.. Source: (from training memory of book).
Christensen's 'failure is success' paradox (importance 4): The very management practices that make firms successful in mainstream markets become the reasons they fail at disruption.. Source: (from training memory of book).
Christensen's predictable failure (importance 4): It's possible to predict which firms will fail at disruptive innovation based on their resource dependence and value networks.. Source: (from training memory of book).
Christensen's management quality irrelevance (importance 4): Management quality and firm resources don't predict success at disruption; structure and incentives do.. Source: (from training memory of book).
Christensen's 1997 online retail prediction (importance 3): Internet retailing will follow disruptive pattern: start with inconvenient products (books, software) then move upmarket as technology improves.. Source: (from training memory of book).
Christensen's market research failure (importance 3): Traditional market research fails for disruptive technologies because markets don't exist yet and customers can't articulate needs for nonexistent products.. Source: (from training memory of book).
Christensen's capabilities migration (importance 3): As products mature, competitive capabilities migrate from product functionality to reliability to convenience to price.. Source: (from training memory of book).
Christensen's core competence trap (importance 3): What a firm is good at (core competence) blinds it to what it needs to become good at for disruptive markets.. Source: (from training memory of book).
Principle 1: resource dependence (importance 3): Companies depend on customers and investors for resources, so organizational freedom is limited in practice.. Source: (from training memory of book).
Principle 2: small markets don't solve growth (importance 3): Small emerging markets cannot satisfy the near-term growth requirements of large established firms.. Source: (from training memory of book).
Principle 3: markets are unknowable (importance 3): Market applications for disruptive technologies are unknowable in advance; discovery-driven approaches work better than planning.. Source: (from training memory of book).
Principle 4: capabilities define disabilities (importance 3): Organizations' capabilities in processes and values simultaneously define what they can and cannot do.. Source: (from training memory of book).
Principle 5: technology supply ≠ demand (importance 3): Technology may progress faster than market demand grows, or attributes irrelevant today may become critical tomorrow.. Source: (from training memory of book).
Christensen's customer intimacy danger (importance 3): Being very close to current customers prevents seeing disruptive opportunities that appeal to different customer bases.. Source: (from training memory of book).
Christensen's asymmetric motivation (importance 3): Disruptors are highly motivated to move upmarket for growth; incumbents are not motivated to move downmarket due to lower margins.. Source: (from training memory of book).
Christensen's timing window (importance 3): There's an optimal window for established firms to invest in disruptions: too early and it fails, too late and entrants dominate.. Source: (from training memory of book).
Christensen's no immunity principle (importance 3): No firm is immune to disruption; even past disruptors become vulnerable when they grow and move upmarket.. Source: (from training memory of book).
Christensen's unknown market claim (importance 3): Experts' predictions about markets that don't yet exist are almost always wrong; rapid iteration beats analysis.. Source: (from training memory of book).
Christensen's strategic choice limits (importance 3): Managers have less strategic freedom than assumed; resource providers (customers, investors) constrain viable choices.. Source: (from training memory of book).
Christensen's 1997 EV prediction (importance 2): Electric vehicles will likely succeed first in applications where limited range is not a disadvantage, then improve upmarket.. Source: (from training memory of book).
Christensen's incumbent advantages (importance 2): Established firms have resources, brands, and customer relationships, but these advantages don't transfer to disruptive markets.. Source: (from training memory of book).
Christensen's entrant advantages (importance 2): New entrants have appropriate cost structures, freedom from conflicting processes, and ability to focus on emerging opportunities.. Source: (from training memory of book).
Christensen's leadership timing (importance 2): Lead in sustaining innovations to please current customers; follow fast in disruptive innovations via autonomous organizations.. Source: (from training memory of book).
Empirical results
8-inch drive disruption (late 1970s) (importance 3): Minicomputer makers adopted smaller, cheaper 8-inch drives despite lower capacity; 14-inch leaders dismissed the market as too small.. Source: (from training memory of book).
5.25-inch drive disruption (early 1980s) (importance 3): Desktop PC makers chose 5.25-inch drives; 8-inch leaders failed to transition, repeating the pattern of dismissing low-end entrants.. Source: (from training memory of book).
3.5-inch drive disruption (mid-1980s) (importance 3): Portable computers and laptops created demand for 3.5-inch drives; 5.25-inch leaders again failed to lead the transition.. Source: (from training memory of book).
minimill sheet steel threat (1990s) (importance 3): Minimills developed thin-slab casting to attack sheet steel, the last integrated mill stronghold; pattern repeated again.. Source: (from training memory of book).
Christensen's market leader failure rate (importance 3): In disk drive industry, established leaders failed to lead in 6 out of 6 major disruptions despite being well-managed.. Source: (from training memory of book).
14-inch drive dominance (1970s) (importance 2): Mainframe computer manufacturers demanded highest capacity and performance; 14-inch drives commanded premium margins.. Source: (from training memory of book).
minimill rebar entry (1970s) (importance 2): Minimills entered at the low end with commodity rebar; integrated mills ceded the market as unprofitable.. Source: (from training memory of book).
minimill structural steel advance (1980s) (importance 2): After improving quality, minimills moved upmarket to structural steel; integrated mills again retreated to higher-margin products.. Source: (from training memory of book).
Seagate's 3.5-inch failure (importance 2): Leading 5.25-inch maker delayed 3.5-inch entry for two years because mainframe customers didn't want smaller drives.. Source: (from training memory of book).
DEC's PC market failure (importance 2): Digital Equipment Corporation, successful minicomputer maker, repeatedly failed to compete in PCs despite trying multiple times.. Source: (from training memory of book).
IBM PC division success (importance 2): IBM succeeded by creating autonomous PC division in Florida, insulated from mainframe division's processes and values.. Source: (from training memory of book).
Methods
Christensen's autonomous organization solution (importance 4): Create independent organizations with cost structures and values aligned to disruptive markets, insulated from parent firm pressures.. Source: (from training memory of book).
Christensen's five principles (importance 4): Five principles for managing disruption: companies depend on customers/investors; small markets can't solve growth needs of large firms; markets don't exist yet; capabilities define disabilities; technology supply may not match demand.. Source: (from training memory of book).
Christensen's 'right size' principle (importance 3): Match the size of the organization to the size of the opportunity; small opportunities must energize small organizations.. Source: (from training memory of book).
Christensen's discovery-driven planning (importance 3): For disruptive innovations, plan to learn rather than execute; fail fast and cheap to discover what customers actually want.. Source: (from training memory of book).
Christensen's disruption defense strategies (importance 3): Three options: flee upmarket, create autonomous disruptive unit, or accept disruption. Fleeing upmarket is most common.. Source: (from training memory of book).
Christensen's 'invest in failure' principle (importance 2): Reserve resources to pursue multiple approaches to disruptive markets, expecting most to fail but one to succeed.. Source: (from training memory of book).
Entities
Christensen's disk drive industry study (importance 4): Central empirical case tracking five waves of disruption across 14-inch to 1.8-inch drives, showing pattern of established firm failure.. Source: (from training memory of book).
Christensen's excavator industry case (importance 3): Hydraulic excavators disrupted cable-actuated excavators by serving residential construction first, then moving upmarket.. Source: (from training memory of book).
hydraulic excavator disruption (importance 3): Initially inferior in capacity but easier to operate; started in small residential jobs, improved, eventually dominated all segments.. Source: (from training memory of book).
Christensen's steel minimill disruption (importance 3): Electric arc minimills disrupted integrated steel mills by starting with rebar, then structural steel, then sheet steel.. Source: (from training memory of book).
cable-actuated excavators (1940s-1960s) (importance 2): Dominant technology for large-scale earth moving; high capacity but required skilled operators.. Source: (from training memory of book).
integrated steel mills (pre-1970s) (importance 2): Large-scale blast furnace producers serving automotive and construction with high-quality sheet steel.. Source: (from training memory of book).
Christensen's retailing disruption case (importance 2): Department stores disrupted by discount retailers; discount retailers disrupted by category killers and warehouse clubs.. Source: (from training memory of book).
discount store disruption (1960s) (importance 2): Kmart and Walmart entered serving price-conscious customers in smaller towns; department stores fled upmarket.. Source: (from training memory of book).
category killer disruption (1980s) (importance 2): Toys R Us, Home Depot entered with narrow selection depth in specific categories; discount retailers moved upmarket.. Source: (from training memory of book).
Honda Super Cub case (importance 2): Honda entered U.S. motorcycle market planning to sell large bikes, accidentally succeeded with small Super Cubs that created new market.. Source: (from training memory of book).
Intel Celeron success case (importance 2): Intel created autonomous organization to develop low-cost Celeron processor, protecting it from Pentium margin expectations.. Source: (from training memory of book).
Quantum Plus Development division (importance 2): Disk drive maker created separate division for 3.5-inch drives; succeeded by insulating it from parent company pressures.. Source: (from training memory of book).
Conner Peripherals 3.5-inch success (importance 2): Startup led 3.5-inch drive market by targeting laptop makers; later failed to lead 2.5-inch transition, repeating the pattern.. Source: (from training memory of book).
Christensen's accounting practices critique (importance 2): Traditional ROI and NPV calculations systematically bias against disruptive innovations with uncertain markets.. Source: (from training memory of book).
Control Steel minimill failure (importance 2): Integrated mill's attempt to operate minimill failed because parent company values prevented low-margin operation.. Source: (from training memory of book).
Nucor minimill success (importance 2): Pure-play minimill succeeded by aligning all processes and values around low-cost, fast-cycle production.. Source: (from training memory of book).
Sony transistor radio disruption (importance 2): Transistor radios started as poor-quality portable products, improved, eventually displaced vacuum tube radios entirely.. Source: (from training memory of book).
portable electronics value network (importance 2): New distribution channels and customer expectations for portability that vacuum tube makers couldn't access profitably.. Source: (from training memory of book).
personal computer disruption case (importance 2): PCs disrupted minicomputers and mainframes by starting with hobbyists, then small businesses, then enterprises.. Source: (from training memory of book).
vacuum tube radio incumbents (importance 1): RCA and other established makers dismissed transistor technology as inadequate for high-fidelity applications.. Source: (from training memory of book).
Apple Macintosh case (importance 1): Apple started as disruptor with Apple II, became incumbent with Macintosh, later disrupted by Windows PCs.. Source: (from training memory of book).