Business Atlas
Things this atlas does not know. Each entry is a question that specialists
have posed and not settled, recorded with what would actually resolve it and which
expertise the answer needs.
These are kept deliberately, rather than quietly omitted. An atlas that shows
only what it is sure of implies a confidence it has not earned, and the gaps are often where
the interesting work is. Several sit exactly where two fields fail to meet: identifying the
hyssop of the Hebrew Bible needs a botanist and a philologist of Biblical Hebrew, and neither
one settles it alone.
Grouped by the kind of thing the question is about, so you can go straight to the entity type you work on.
Business Models 9
Subscription Business Model
In what specific year, and by which publisher, did the subscription business model for periodicals first take hold?
Open Subscription Business Model
Why It Is Open The Wikipedia article on the subscription business model states only that it "was pioneered by publishers of books and periodicals in the 17th century," naming no specific year, publication or publisher. The claim is broad enough to cover a century-long span rather than a documentable origin point.
What Would Settle It A publishing-history source that names the first periodical or book publisher known to have charged a recurring subscription price, with a specific year, rather than a general encyclopedic reference to "the 17th century."
Expertise Needed Publishing and Business History
Question posed in
Wikipedia, Subscription Business Model, Lead section.
Horizontal Integration
Is there a documented year or event that marks the origin of horizontal integration as a named business strategy?
Open Horizontal Integration
Why It Is Open Wikipedia's article on horizontal integration defines the strategy but gives no historical origin date, citing only modern mergers (Heinz-Kraft 2015, Marriott-Starwood 2015, AB InBev-SABMiller 2016, Disney-21st Century Fox 2019) as examples. The strategy is far older; Standard Oil's 1870s-1880s consolidation of refining capacity is widely cited elsewhere as a classic 19th-century instance, but no source found in this research names a coining date or first-use event for the term or the strategy.
What Would Settle It A business-history or economics source documenting when horizontal integration first emerged as a named, recognized strategy, or one explicitly stating the concept has no single origin because it describes a strategy practiced informally long before it was named.
Question posed in
Wikipedia, Horizontal Integration, Definition and Examples sections.
Licensing
In what era did licensing emerge as a distinct commercial business model, rather than only a legal instrument?
Open Licensing
Why It Is Open Wikipedia's article on licensing defines the legal mechanism ('an official permission or permit to do, use, or own something') but does not address when licensing became a commercial revenue strategy in its own right, as opposed to a legal concept as old as property law itself.
What Would Settle It A business-history source tracing licensing's development as a deliberate revenue strategy, for example through the earlier history of patent or trademark licensing, distinct from the general legal concept of a license and from franchising's own separately documented origin.
Question posed in
Wikipedia, Licensing, Lead and Modern applications sections.
Direct-to-Consumer
Does direct-to-consumer have a defensible single origin year, or only a long practice history with a distinct modern resurgence?
Open Direct-to-Consumer
Why It Is Open Wikipedia's article states the model originated before modern transportation and electricity, when geography forced local consumption, and separately that it became immensely popular during the late-1990s dot-com bubble as a labeled online-retail strategy. These are two different eras for two different senses of the term, and no single year can honestly represent the model's origin.
What Would Settle It A source naming a specific first documented instance of direct-to-consumer selling as a deliberate strategy, or one confirming that the modern labeled sense of the term begins specifically with the 1990s wave this research found, with named firms and a year.
Question posed in
Wikipedia, Direct-to-Consumer, History section.
Subscription Business Model
What is the earliest documented specific instance of the subscription business model, beyond the century Wikipedia gives for its origin?
Open Subscription Business Model
Why It Is Open Wikipedia's article on the subscription business model states only that the model 'was pioneered by publishers of books and periodicals in the 17th century', with no specific year, title or publisher named. Writing an origin-year property here would either invent false precision or have to be left unwritten; this open question records the gap honestly instead.
What Would Settle It A source naming the specific periodical, book series or publisher credited as the first subscription offering, with a year, so this entity could carry an honest origin-year fact instead of only the century-level claim.
Question posed in
Wikipedia, Subscription Business Model, History section.
Business Process Outsourcing
In what year, and in what industry, did business process outsourcing first take the form recognized today, rather than only general contracting-out of a business function?
Open Business Process Outsourcing
Why It Is Open The source article defines BPO and gives an early example (Coca-Cola outsourcing parts of its supply chain) under its Types section, crediting manufacturing firms with originating the practice, but it names no year for that origin and no year for when BPO became a distinct, named business-process category rather than ordinary subcontracting.
What Would Settle It A business-history source giving a specific year or decade for when the term "business process outsourcing" was coined, or for the first documented contract commonly cited as BPO in its modern (rather than general manufacturing subcontracting) sense.
Expertise Needed Business History
Question posed in
Wikipedia, Business Process Outsourcing, Types section.
Dropshipping
In what year, or decade, did dropshipping emerge as a named retail practice distinct from ordinary mail-order drop-shipping arrangements?
Open Dropshipping
Why It Is Open The source article defines dropshipping and discusses its modern online-retail context, including early platform-era examples, but names no year or decade for when the practice began or when the term itself entered use.
What Would Settle It A retail-history source giving a specific year for the first documented drop-shipping arrangement, or explicitly stating that mail-order drop-shipping has no single citable origin because it grew gradually out of ordinary wholesale distribution.
Expertise Needed Business History
Question posed in
Wikipedia, Drop Shipping, Lead section.
Loss Leader Pricing
What is the earliest documented use of loss-leader pricing as a deliberate retail strategy, as distinct from the later, well-dated instances the source article actually names?
Open Loss Leader Pricing
Why It Is Open The source article gives a well-dated instance (The 1969 Warner/Reprise Songbook, a discounted compilation album used to promote the label's roster) but that is a documented APPLICATION of the tactic in the record industry, not its origin; the pricing tactic itself is understood to be far older in general retail, and the article names no earlier date or first use.
What Would Settle It A retail-history or pricing-economics source giving a specific year or decade for the first documented use of below-cost pricing to draw store traffic, prior to the mid-20th-century instances that are commonly cited today.
Expertise Needed Business History
Question posed in
Wikipedia, Loss Leader, Record Albums section.
White-Label Manufacturing
In what year, or in what industry first, did white-label manufacturing emerge as a named practice distinct from ordinary private contract manufacturing?
Open White-Label Manufacturing
Why It Is Open The source article defines white labeling and names the product categories it is commonly used for (electronics, consumer products, software) under its Common use section, but gives no year or originating industry for the practice itself.
What Would Settle It A manufacturing-history or branding-history source giving a specific year, decade or originating industry for when white-label or private-label contract manufacturing first took its modern, named form.
Expertise Needed Business History
Question posed in
Wikipedia, White-Label Product, Common use section.
Management Theories 2
Total Quality Management
What year, and by whom, is total quality management's coinage and rise to prominence best dated?
Open Total Quality Management
Why It Is Open General and encyclopedic sources place the term's coinage and popularization across the mid to late 1980s, crediting a broad mix of contributors (Deming's and Juran's earlier quality-control work, the U.S. Navy's early use of the phrase, and its uptake by American manufacturers responding to Japanese quality methods) with no single agreed founding year or individual, unlike scientific management (Taylor, 1911) or management by objectives (Drucker, 1954).
What Would Settle It A management-history source that traces the term's first documented use and its spread through American industry with named dates, rather than a general encyclopedia entry.
Expertise Needed Management History
Question posed in
Wikipedia, Total Quality Management, lead section.
SWOT Analysis
Who actually originated SWOT analysis, and is the popular attribution to Albert S. Humphrey alone accurate?
Open SWOT Analysis
Why It Is Open Two competing 1965 origin claims are on record (a Stanford Research Institute Long Range Planning Service team versus a Harvard Business School textbook), and a 2023 academic history (Puyt, Lie and Wilderom) rejected the Harvard claim as an academic urban legend while crediting the Stanford team. The popular business account nonetheless credits Albert S. Humphrey personally; his own documented record shows he worked on a team led by Robert Stewart, not as sole author.
What Would Settle It A primary-source institutional record from the Stanford Research Institute naming the individual contributions of its Long Range Planning Service team members on the SOFT/SWOT framework, rather than a secondary business-press account that defaults to crediting Humphrey alone.
Expertise Needed Business History
Question posed in
Wikipedia, SWOT Analysis, History section.
Practice Disciplines 1
Entrepreneurship
Whether Entrepreneurship Is Best Explained by Trait or Process
Open Entrepreneurship
Why It Is Open Entrepreneurship scholarship has not settled whether the field is best studied through the functionalistic (trait-based) approach, which focuses on the individual entrepreneur's own characteristics and actions, or the processual (contextual) approach, which studies the interplay between the entrepreneur and their surrounding context.
What Would Settle It A unifying framework, or a body of empirical work the field broadly accepts as decisive, that reconciles or replaces the trait-based and process-based perspectives.
Expertise Needed Entrepreneurship studies and management theory
Question posed in
Wikipedia, Entrepreneurship.
Not Yet Classified 1
This Entry
What year, and by whom, did the razor-and-blades pricing model actually emerge?
Why It Is Open The razor-and-blades model is popularly attributed to King Camp Gillette around the time he patented the safety razor, but Gillette's own razors were priced high when introduced and only came down after his patents expired in the 1920s. General encyclopedic sources credit the pricing pattern to his competitors rather than to Gillette himself, without naming a specific year or company for its first deliberate use.
What Would Settle It A business history source that names the specific competitor firm and year that first deliberately priced a durable good low to sell a proprietary consumable at a markup, rather than a general encyclopedia entry that only debunks the Gillette myth.
Expertise Needed Business History
Question posed in
Wikipedia, Razor and Blades Business Model, History section.