The DOI matches its Crossref record; 97 of the 97 references it cites were found in a registry or an index; 6 of the 43 sources its claims cite were checked for support.
Increasing Returns, Path Dependence, and the Study of Politics
Open accessAbstract
It is increasingly common for social scientists to describe political processes as path dependent. The article conceptualizes path dependence as a social process grounded in increasing returns.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
99 Own interpretation · 55 No basis given · 23 Sources not found · 6 Not checked yet · 3 Couldn’t confirm · 3 No full text of the sources · 2 Partly supported · 1 Supported so far · accuracy not yet measured
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Increasing returns arguments help explain the prevalence of pockets of specialized economic activity, from Sili con Valley to the high-end textile manufacturers of Northern Italy.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites Krugman 1991
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Partly supportedcites Arthur 1994 sourceExperimental — accuracy not yet measured
The Description (indexed under “8. Path Dependence, Self-Reinforcement, and Human Learning”; no page given) says the book applies increasing-returns ideas to the development of industrial clusters such as Silicon Valley. The passages found do not mention Northern Italy or its high-end textile manufacturers, so that example is not supported by our copy. (LLM, conf=0.83)
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Not matched
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“4. Potential Path-Inefficiency. The outcome that becomes locked-in may not in fact generate higher pay-offs than a foregone alternative over the long run.In this case, the process may be called path-inefficient.”
§ Increasing Returns, Path Dependence and the Study of Politics > 4. Potential Path-Inefficiency.
What the sources say
- Could not verifycites Arthur (1994) sourceExperimental — accuracy not yet measured
The available copy shows a table-of-contents entry for “Competing Technologies, Increasing Returns, and Lock-In by Historical Small Events” (no page given), but not the chapter’s argument. Searches for path-inefficiency and for locked-in outcomes versus foregone alternatives returned no passage addressing their long-run pay-offs. (LLM, conf=0.72)
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Could not verify
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“1. Unpredictability.Because early events have a big impact and are partly random, many outcomes may be possible.We cannot predict ahead of time which of many possible end-states will be reached.”
§ Increasing Returns, Path Dependence and the Study of Politics > I. The Distinctiveness of Increasing Returns Processes
What the sources say
- Could not verifycites Arthur (1994) sourceExperimental — accuracy not yet measured
The indexed passages headed “Competing Technologies, Increasing Returns, and Lock-In by Historical Small Events” and “Path Dependence, Self-Reinforcement, and Human Learning” contain chapter titles, not the chapters’ arguments. Searches for unpredictable end-states and the effect of partly random early events found no passage in our copy that addresses the claim. (LLM, conf=0.72)
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Could not verify
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This essay argues that they are.”
§ Increasing Returns, Path Dependence and the Study of Politics > Introduction1
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: unclear — It is unclear why the paper says it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Polya urn processes exhibit increasing returns or positive feedback.”
§ Increasing Returns, Path Dependence and the Study of Politics > I. The Distinctiveness of Increasing Returns Processes
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“In contexts of complex social interdependence, new institutions will often entail high fixed or start-up costs, and involve con siderable learning effects, coordination effects, and adaptive expectations.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites North 1990a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
hedgedcorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Each step along a particular path produces consequences which make that path more attractive for the next round.”
§ Increasing Returns, Path Dependence and the Study of Politics > I. The Distinctiveness of Increasing Returns Processes
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Economic growth generates the kind of positive feedback that distinguishes increasing returns or path dependent processes.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“-on any individual trial, the ratio will eventually reach an equilibrium.Since later draws in a particular series contribute only minutely to the distri bution of balls in the urn, the distribution settles down onto a stable path.”
§ Increasing Returns, Path Dependence and the Study of Politics > I. The Distinctiveness of Increasing Returns Processes
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Comparative advantage is not simply given, it is often created by a sequence of events over time.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Probably not a substantial claim. 55
- It may state two separate claims as one. 42
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Romer and others argued that increasing returns associated with economic applications of knowledge could help account for the anomaly.Unlike capital and labor, many aspects of knowledge are non-rivaltheir use in one firm does not prevent their use in another.Thus, a single gain in knowledge can be applied in many settings, and can lead to dramatic improvements in productivity.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Supportedcites Romer 1986 source
The Introduction says that increasing returns associated with knowledge are capable of explaining historical growth. Section III, “Motivation and Evidence,” reports output growth exceeding measured input growth and says the evidence does not rule out increasing returns as an explanation. The claim’s tentative wording reflects the paper’s caution; page numbers are unavailable in our copy. (LLM, conf=0.92)
- Not checked — no full text of the sourcecites Romer 1990 source
hedgedcorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“As Brian Arthur and Paul David have argued, under certain conditions a single technology may achieve a decisive advantage over competitors, even though it is not necessarily the most efficient one in the long-run (Arthur 1994;David 1985).Once the initial advantage is gained, however, feedback effects may lock in this technology, excluding other alter natives.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Partly supportedcites Arthur 1994 sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not matchedcites David 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
- Partly supported
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“Arthur (1994) has shown that many of the features of this case have a greater range of application, but not all of them.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Could not verifycites Arthur 1994 sourceExperimental — accuracy not yet measured
The available copy contains a description and table of contents, including chapters on path dependence, but no passage stating which features apply more broadly or which do not. Searches for the sentence and a paraphrase found no discussion that settles the claim. (LLM, conf=0.74)
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
- Could not verify
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“that there has been an explosion of interest in path dependence among economists”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Despite high initial aspirations, the administration eventually suffered a crushing defeat.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Following their historic victory, Congressional Republicans launched a sweeping proposal to cut and reform Medicare and Medicaid as part of their push to balance the budget and finance an extensive array of tax cuts.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Health care was on the verge of becoming a trillion dollar industry, and those who benefited from these arrangements devoted enormous resources to preserving the status quo.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“In this context, it is worth noting that Arthur's arguments about technology are not really about the technology itself but about the characteristics of a technology in interaction with certain quali ties of related social interactions.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites Arthur
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
In the paper
“Arthur argues that four features of a technology and its social context gen erate increasing returns:”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites Arthur
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
In the paper
“Once in place institutions are hard to change, and they have a tremendous impact on the possibilities for generating sustained economic growth.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites North 1990a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Most important, they suggest the need to think of social processes, including political ones, as fun damentally historical in nature.Politics occurs in time, and political outcomes are the result of temporal processes.”
§ Increasing Returns, Path Dependence and the Study of Politics > 4. Potential Path-Inefficiency.
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: unclear — It is unclear whether it could be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“(1) Large set-up or fixed costs.These create a high pay-off for further investments in a given technology.By moving to larger production runs, fixed costs can be spread over more output, leading to lower unit costs.When set-up or fixed costs are high, individuals and organizations have a strong incentive to identify and stick with a single option.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites Arthur
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may state two separate claims as one.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“-for each individual trial we have no idea what the eventual ratio of red to black balls will be; it could be 99.9% red, or 0.01% red, or anything in between.”
§ Increasing Returns, Path Dependence and the Study of Politics > I. The Distinctiveness of Increasing Returns Processes
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Finally, they can help orient political scientists to a realisticwhich is to say modest -set of aspirations regarding the possibilities for achieving parsimony and predictability in the study of politics.”
§ Increasing Returns, Path Dependence and the Study of Politics > Introduction1
plainconditional- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Whatever the appropriate policy implications of path dependence in comparative advantage may be, however, its existence is now widely recognized in mainstream economics10.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
boosted- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“(2) Learning effects.Knowledge gained in the operation of complex systems also lead to higher returns from continuing use.With repetition, individuals learn how to use products more effectively, and their experiences are likely to spur further innovations in the product or in related activities.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites Arthur
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may state two separate claims as one.
- Not matched
In the paper
“North argues that all the features identified in investigations of increasing returns in technology can be applied to institutions as well.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites North 1990a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“by stretching the temporal horizons of political analysts, they can reorient both the answers given and the questions asked in ways that contribute to a richer appreciation of the sources of variation in political life.”
§ Increasing Returns, Path Dependence and the Study of Politics > Introduction1
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Many social interactions have precisely these features.New social initiativessuch as the creation of organizations or institutions -usually entail consider able start-up costs; individuals, and organizations, learn by doing; we often have powerful incentives to coordinate our activities with those of other social actors; it is frequently important to bet on the right horse, and therefore we adapt”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“First, he highlights the parallels between characteristics of technology and certain char acteristics of social interactions.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites North 1990a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
In the paper
“(3) Coordination effects.These occur when the individual receives increased benefits from a particular activity if others also adopt the same option.If technologies embody positive network externalities, a technology will become more attractive as more people use it.This enhanced appeal attracts more users, reinforcing the existing advantage.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites Arthur
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may state two separate claims as one.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Most international trade, however, is North-North. Developed economies trade primarily with other developed countries, includ ing extensive exchanges within particular industries.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: unclear — It is unclear why the paper says it holds.
It may state two separate claims as one.
In the paper
“If the insti tutional matrix creates incentives for piracy, North observes, people will invest in becoming good pirates.Thus, where institutions fail to provide incentives to be economically productive, there is unlikely to be much eco nomic growth.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
What the sources say
- Not matchedcites North 1990a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may state two separate claims as one.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Increasing returns provided an answer to this puzzle.Knowledge-intensive sectors will be prone to positive feedback.Countries which gain a lead in a particular field, for whatever reason, are likely to consolidate that lead over time.The result is a high degree of specialization.Even countries with quite similar initial endowments develop quite divergent areas of economic strength.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“They can direct attention toward particular variables, and generate promising hypotheses about the sources of particular political phe nomena.”
§ Increasing Returns, Path Dependence and the Study of Politics > Introduction1
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“If a new technology is subject to increasing returns, being the fastest out of the gate (if only for reasons of historical accident) becomes key.With increasing returns, there are strong incentives for actors to focus on a single alternative, and to continue moving down a specific path once initial steps are taken in that direction.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“My view is that North has focused on only some of the appropriate parallels.There are other important ones.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
plain- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Instead, what I would point out is that this effort to refute path dependence arguments in economics has very limited relevance for political scientists.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
plain- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Like institutional development, the dynamics of collective action are highly path dependent, since they involve many of the qualities conducive to increasing returns: high set-up or fixed costs, coordina tion effects, and a prominent role for adaptive expectations19.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
None of the sources cited for this claim could be matched to a paper in Crossref, so there is nothing to check it against.
In the paper
“Legally binding rules are not just a foundation for political activity (like property rights in the economy).They are instead the very essence of politics (Lindblom 1977;Moe 1990).”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
What the sources say
- Not matchedcites Lindblom 1977
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Moe 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Increasing Returns in fact characterize three of the most prominent features of political environments: processes of institutional development, pro cesses of collective action, and processes of social interpretation.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus having shown in Part II that increasing returns processes are now seen as central to economics, I wish to argue here that these dynamics will be both more prevalent and more intense in politics.”
§ Increasing Returns, Path Dependence and the Study of Politics > m . Moving From Economics to Politics: The Applicability of Path Dependence Arguments The application of economic methods to the study of politics has been unquestionably fruitful.In areas such as the study of party competition (Downs), the formation of interest groups and social movements (Olson) and voting and legislative behavior (Arrow), imports from economics have illumi nated important features of the political landscape.The value of economists' academic exports is greatly enhanced, however, if the political science importers take careful account of the distinctive features of the "local" envi ronment (Moe 1990).Arguments drawn from economics must be sensitive to the quite different nature of the political world16.This is as true for arguments about path dependence and increasing returns as it has proven to be for other kinds of analysis.Politics differs from eco nomics in many ways.The key is to identify those aspects of the political envi ronment which are most relevant to an investigation of the sources and conse quences of path dependence.I divide this discussion into two parts.First, I consider three prominent aspects of politics which are conducive to increasing returns processes: (1) the extremely high density of institutions; (2) the central role of collective action; and (3) the intrinsic complexity and opacity of poli tics.After briefly explicating each of these characteristics, I discuss their rele vance to the current discussion.All of these features make increasing returns processes more prevalent in politics.They increase the likelihood that multiple paths will be potentially viable. In the second part of this discussion, I complement these claims by explain ing why the ameliorative mechanisms which Williamson and Margolis and Leibowitz identify in economic systems are less effective in correcting path dependence in politics.In particular, I emphasize three characteristics of poli tics; the weakness or absence of efficiency-enhancing mechanisms of competi tion and learning; the shorter time horizons of political actors, and the greater "stickiness" of political institutions.All of these features make increasing returns processes in politics more intense.They increase the difficulty of moving off a path once actors have started down it.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Politics is a far, far murkier environment.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
boosted- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Both formal institutions (such as constitutional arrangements) and public policies place extensive, legally-bind ing constraints on behavior.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In my view, Margolis and Liebowitz are more than a little complacent about the capacity of such mechanisms to fully internalize the considerable externalities that are central to increasing returns arguments.”
§ Increasing Returns, Path Dependence and the Study of Politics > II. Path Dependence Arguments in Economics7
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Yet political actors, especially politicians, are often most interested in the short-term consequences of their actions; long-term effects are often heavily discounted.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Most participants in politics (voters, members of interest group) engage in activities only sporadically.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“North's analysis, outlined in Part II, noted that institutions induce increasing returns processes that make reversals of course increasingly unattractive over time.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In short, problems of collective action abound in politics.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“It is even harder to actually identify observable aspects of political perfor mance, or, if we believe that a system is not performing well, to determine which elements in these highly complex systems are responsible and what adjustment would lead to better results.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: unclear — It is unclear whether it could be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In contexts of complex social interdependence, new institutions and policies will often generate high fixed costs, learning effects, coordination effects, and adaptive expectations.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The development of basic social understandings involve high start-up costs and learning effects; they are fre quently shared with other social actors in ways which create network effects and adaptive expectations.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Furthermore, in politics the pursuit of such change faces two additional obstacles: the short time-horizons of political actors and the strong status quo bias (i.e., stickiness) associated with the decision rules governing most political institutions.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: unclear — It is unclear why the paper says it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Political actors often pursue a range of goals.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Their tools of action are often crude, such as the blunt instrument of the vote, and their actions have consequences only when aggregated.There are often long lags and complex causal chains connecting these political actions to political out comes.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Institutions and policies may encourage individuals and organizations to develop specialized skills, make certain investments, purchase particular goods, or devote time and money to certain organizations.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Institutional Density of Politics.
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Rather, politics gets stuck with the more difficult problems.Where transaction costs are low, market mechanisms are likely to be effective, but they tend to break down when trans action costs are very high.Thus, it is complex and ambiguous issues and problems that gravitate toward the public sphere.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
- Rests on an assumption: Where transaction costs are low, market mechanisms are likely to be effective, but they tend to break down when transaction costs are very high.
None of the sources cited for this claim have been checked yet.
In the paper
“Confirm ing information tends to be incorporated, while disconfirming information is filtered out.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Thus having shown in Part II that increasing returns processes are now seen as central to economics, I wish to argue here that these dynamics will be both more prevalent and more intense in politics.”
§ Increasing Returns, Path Dependence and the Study of Politics > m . Moving From Economics to Politics: The Applicability of Path Dependence Arguments The application of economic methods to the study of politics has been unquestionably fruitful.In areas such as the study of party competition (Downs), the formation of interest groups and social movements (Olson) and voting and legislative behavior (Arrow), imports from economics have illumi nated important features of the political landscape.The value of economists' academic exports is greatly enhanced, however, if the political science importers take careful account of the distinctive features of the "local" envi ronment (Moe 1990).Arguments drawn from economics must be sensitive to the quite different nature of the political world16.This is as true for arguments about path dependence and increasing returns as it has proven to be for other kinds of analysis.Politics differs from eco nomics in many ways.The key is to identify those aspects of the political envi ronment which are most relevant to an investigation of the sources and conse quences of path dependence.I divide this discussion into two parts.First, I consider three prominent aspects of politics which are conducive to increasing returns processes: (1) the extremely high density of institutions; (2) the central role of collective action; and (3) the intrinsic complexity and opacity of poli tics.After briefly explicating each of these characteristics, I discuss their rele vance to the current discussion.All of these features make increasing returns processes more prevalent in politics.They increase the likelihood that multiple paths will be potentially viable. In the second part of this discussion, I complement these claims by explain ing why the ameliorative mechanisms which Williamson and Margolis and Leibowitz identify in economic systems are less effective in correcting path dependence in politics.In particular, I emphasize three characteristics of poli tics; the weakness or absence of efficiency-enhancing mechanisms of competi tion and learning; the shorter time horizons of political actors, and the greater "stickiness" of political institutions.All of these features make increasing returns processes in politics more intense.They increase the difficulty of moving off a path once actors have started down it.
boosted- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Discontent with the inefficiencies of the American health care system increased signifi cantly in the late 1980s and early 1990s.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Many alternatives might have been possible, and a dynamic of increasing returns may have locked in a particular option even though it originated by accident, or the factors that gave it an original advantage have long since passed away.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Yet the Republican proposals ran into the same two problems that had hindered the Clinton administration's effort to move health care policy onto a different path.Political interests which had grown up around the status quo (this time, those who benefited from Medicare and Medicaid) rallied in support, and sticky institutions (in this case, the Presi dential veto) blocked the momentum of reform”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Mobilization of potential supporters was therefore difficult.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The number of Americans without insurance -a phenomenon essentially unknown in other developed economies -was also high and growing rapidly.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The crucial object of study, the critical juncture, lies in a preceding set of events which set development along a”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Not only is monitoring often exceptionally difficult in politics, but it is also hard to hold actors accountable, because of the relatively rapid turnover of key positions (see below).”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: unclear — It is unclear why the paper says it holds.
It may state two separate claims as one.
In the paper
“In a masterful analysis, Ruth Collier and David Collier (1991) have shown how the timing of exogenous shocks in relation to domestic sequences of political events was crucial in determining divergent patterns of labor incorporation across Latin America.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Not matchedcites Collier and Collier 1991
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“More broadly, path dependence arguments can help political scientists to think more clearly and explicitly about the role of time, and history, in social analysis.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plainconditional- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“(3) Timing and sequencing become crucial.In path dependent processes, when an event occurs may be just as important as what occurs.Because early parts of a sequence matter much more than later parts, an event that happens”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In response to these challenges, the Clinton administration expended a great deal of political capital during its first two years on efforts to move towards national health insurance.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“First, understanding the dynamics of increasing returns processes can greatly sharpen our understanding of why particular junctures (and which aspects of those”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plainconditional- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
In the paper
“Steven Skowronek (1993) has persuasively argued that we cannot understand the opportunities, constraints and demands that a presi dent faces without placing him within a sequence of presidencies that support or oppose the governing coalition of a particular period.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Not matchedcites Skowronek 1993
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Second, an investigation of the sources of increasing returns processes pro vides a basis for developing important hypotheses about political stability and change.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“While these issues are clearly important, it must be stressed that for reasons already noted they are fundamentally atypical of the kinds of matters dealt with in politics.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
boosted- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“attention to the character of increasing returns can help provide the micro-foundations which lay bare how the actions of individuals aggregate to produce fundamental, macro-level outcomes.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plainconditional- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Costs were extremely high by international standards and were rising quickly.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Not all aspects of political life are subject to increasing returns.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“and that there are good reasons to think that path dependent processes are far more prevalent in politics”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
In the paper
“Arthur's work on increasing returns is ground-breaking not simply because he described the characteristics of these processes, but because he has begun to identify the conditions which are conducive to path dependence.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Not matchedcites Arthur
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The costs of doing so are borne in the short-run, while the benefits will generally only accrue in the long run -hat is, to someone else.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The specific characteristics of positive feedback provide the key to making sense of the complex mix of stability and bursts of rapid change which characterize so many political processes.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“First, the task of convinc ing voters to reorient their thinking to support a major expansion of govern ment's role in the health care sector was a very difficult one.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“They have a strong incentive to pay attention to long-term consequences only if these become politically salient, or when they have little reason to fear short-term electoral retribution.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
boostedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“A second factor was the massive array of interest groups which had grad ually grown up around the existing public-private mix of health care provision -a classic illustration of the increasing returns effects associated with pre existing public policies and the patterns of collective action they help to induce.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“By a number of basic criteria, the American health care system possessed clear shortcomings (White 1995).”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
What the sources say
- Not matchedcites White 1995
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
boosted- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Yet the inability of political scientists to generate powerful generalizations that facili tate prediction remains a puzzle.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Stickiness is built into the design of political institutions to reduce uncertainty and enhance stability, facilitating forms of cooperation and exchange which would other wise be impossible.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Doing so has required careful attention to the distinctive features of the politi cal world -its intrinsic ambiguity, the prevalence of highly sticky institutions, the prominence of collective action”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Given the complexity of health care and deep political cleavages over the role of government in the United States, there was tremendous dis agreement about the appropriate policy response.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
In the paper
“As Moe (1990, p. 125) puts it, designers do not want 'their' agencies to fall under the control of opponents.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
What the sources say
- Not matchedcites Moe 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“As noted in Part II, the market place possesses strong mechanisms for lengthening time horizons -especially the basic continuity of firms over time and the presence of capital markets.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: unclear — It is unclear why the paper says it holds.
It may state two separate claims as one.
None of the sources cited for this claim could be matched to a paper in Crossref, so there is nothing to check it against.
In the paper
“Path dependence arguments rest on a conception of”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Not matchedcites Stinchcombe 1968
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Ikenberry 1994
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus an awareness of the possibility of path dependence necessarily draws social scientists to an investigation of history, if only to evaluate the validity of functionalist assertions.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“A politician focusing on the short term pay-off would choose Option A.”
§ Increasing Returns, Path Dependence and the Study of Politics > The Complexity and Opacity of Politics.
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- The authors state this as an assumption: In the illustrative model, the crucial decision-maker is a politician up for re-election in two years, and effects after the election cycle do not count for much.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The significance of path dependence for social scientists can be sustained if either the relevance of non-remediable path dependence or the prevalence of remediable path dependence can be sustained.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
plainconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“AsKrugman (1996, pp. 110-11) notes, in the American Economic Association's classifi cation system for journal articles one will now find”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Not matchedcites Krugman 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
In the paper
“As North has argued, path dependent processes of institutionalization are crucial to the development of particular market economies.”
§ Increasing Returns, Path Dependence and the Study of Politics > IV. Path Dependence and the Study of Politics
What the sources say
- Not matchedcites North
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
- Not matched
The authors state this as an assumption.
In the illustrative model, the crucial decision-maker is a politician up for re-election in two years, and effects after the election cycle do not count for much.
“Assume that the crucial decision-maker is a politician up for re-election in two years.In this context, effects after the election cycle do not count for much21.”
The paper relies on this without support.
Where transaction costs are low, market mechanisms are likely to be effective, but they tend to break down when transaction costs are very high.
“Where transaction costs are low, market mechanisms are likely to be effective, but they tend to break down when trans action costs are very high.”
The paper relies on this without support.
The US health care reform episodes are representative enough of politics that conclusions about the difficulty of reforming deeply institutionalized policy drawn from them extend beyond health care.
“Thus even when an area of public policy is widely seen as problematic, it may be extremely diffi cult to engineer serious reforms if the policy has become deeply institutional ized.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“the so-called path dependency of welfare institutions is stronger in more developed welfare states (Boone etal., 2018; Pierson, 2000)”
From Public opinion on basic income: Mapping European support for a radical alternative for welfare provision (2020) · cites this paper as Pierson, 2000
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“Established conventions often remain established long after their original legitimation has dropped away precisely because agreeing to change – funding it, designing it and implanting it – is often extraordinarily difficult (Pierson, 2000).”
From Annual Research Review: Shifting from ‘normal science’ to neurodiversity in autism science (2022) · cites this paper as Pierson, 2000
Citations
Cites
Institutions, Institutional Change and Economic Performance
North, D. C. (1990) · doi:10.1017/cbo9780511808678 · Cited by 32,691 · cited 4×
“This matrix, he emphasizes, "produces massive increasing returns" (North 1990a, 95).”
BackgroundInfluentialInstitutions, Institutional Change and Economic Performance
Munger, M. C., & North, D. C. (1991) · Southern Economic Journal · doi:10.2307/1060065 · Cited by 25,224
Increasing returns and long-run growth
Romer, P. M. (1986) · Journal of Political Economy · doi:10.1086/261420 · Cited by 20,149
Olson, M. (1965) · doi:10.4159/9780674041660 · Cited by 14,191
The Logic of Collective Action.
Golembiewski, R. T., & Olson, M. (1966) · American Sociological Review · doi:10.2307/2091298 · Cited by 11,371
Policy paradigms, social learning, and the state: The case of economic policymaking in Britain
Hall, P. A. (1993) · Comparative Politics · doi:10.2307/422246 · Cited by 7,369
Lukes, S. (1974) · Power · doi:10.1007/978-0-230-80257-5_2 · Cited by 6,654
(1985) · American Economic Review · Cited by 6,056
North, D. C., & Weingast, B. R. (1989) · The Journal of Economic History · doi:10.1017/s0022050700009451 · Cited by 5,300
Increasing Returns and Path Dependence in the Economy
Arthur, W. (2026) · doi:10.3998/mpub.10029 · Cited by 4,547
Research works printed but not linked: 12
- Heclo, 1974, Modern Social Politics in Britain and Sweden
- Greider, 1982, The Education of David Stockman and Other Americans
- Krugman, 1996, Pop Internationalism
- 10.1007/978-1-349-02248-9 · DOI
- Levi, 1997, Comparative Politics: Rationality, Culture, and Structure, 19
- Fearon, 1996, Counterfactual Thought Experiments in World Politics: Logical, Methodological and Psychological Perspectives, 39
- Geddes, 1997, The Use of Case Studies in Path Dependent Arguments
- Sewell, 1996, The Historic Turn in the Human Sciences, 245
- Polsby, 1963, Community Power and Social Theory
- Seabrook, 1997, The New Yorker, 42
- Tyson, 1993, Who's Bashing Whom? Trade Conflicts in High Technology Industries
- Ikenberry, 1994, History's Heavy Hand: Institutions and the Politics of the State
Cited by
Sorted by citations
Items 3,301–3,400 of 8,028
The Paradox of Self Organisation among Disadvantaged People: A study of marginal citizenship
Halvorsen, R. (2002) · BIBSYS Brage (BIBSYS (Norway)) · Cited by 6
Wang, T., Lu, H., Sun, Z., et al. (2023) · IET Intelligent Transport Systems · doi:10.1049/itr2.12447 · Cited by 5
How Education Policies Shape Political Inequality: Analyzing Policy Feedback Effects in Germany
Garritzmann, S., & Wehl, N. (2024) · Comparative Political Studies · doi:10.1177/00104140241269876 · Cited by 6
“Reforming an established education system, however, is politically not always easy due to path dependencies and interest groups (e.g., Garritzmann & Garritzmann, 2023; Pierson, 2000).”
Co-operative Enterprise in Comparative Perspective
Spicer, J. S. (2024) · doi:10.1093/oso/9780197665077.001.0001 · Cited by 5
Brandtner, C., Ashur, P., & Desikan, B. S. (2025) · Organization Studies · doi:10.1177/01708406251317258 · Cited by 5
Dill, B. (2025) · Sociology Compass · doi:10.1111/soc4.70045 · Cited by 7
“Uses of History” in Research on Racialized Exclusionary School Discipline
Wiley, K. E., & Middleton, J. D. (2025) · Review of Educational Research · doi:10.3102/00346543251326594 · Cited by 5
“…processes that have been set in motion over time, the links between various laws and policies across decades in district, state, and federal infrastructure and the intergenerational impacts of exclusionary school discipline (Beach & Pederson, 2019; Conwell, 2016; Pierson, 2000; Vinovskis, 2011).”
Breaking organizational paths for strategic renewal: Towards a dialectical perspective
Archambault, C., Lent, W. V., & Sydow, J. (2025) · Long Range Planning · doi:10.1016/j.lrp.2025.102560 · Cited by 8
Tang, W., & Zhou, Q. (2025) · Frontiers in Environmental Science · doi:10.3389/fenvs.2025.1608475 · Cited by 5
Walker, H., & Groen, L. (2025) · Climate Policy · doi:10.1080/14693062.2025.2531096 · Cited by 5
Alam, N. (2025) · Journal of Evidence-Based Social Work · doi:10.1080/26408066.2025.2547219 · Cited by 8
Legacies of Repression and Resistance in Early 20 th Century Europe
Ruggeri, A., Balcells, L., & Justino, P. (2025) · Comparative Political Studies · doi:10.1177/00104140251369315 · Cited by 5
“Paul Pierson highlights the necessity of historical context, asserting that “ we cannot understand the signi fi cance of a particular social variable without understanding how it got there ” (Pierson, 2000, p. 252).”
Climate policy and green energy technology justice from a whole life-cycle perspective
Gao, X., Wang, H., & Zhang, X. (2025) · Energy Policy · doi:10.1016/j.enpol.2025.114927 · Cited by 5
Zhu, L., Wong, W., Wu, A. M., et al. (2025) · Journal of Comparative Policy Analysis Research and Practice · doi:10.1080/13876988.2025.2529277 · Cited by 5
“Pierson (2000) links political institutions with path dependence, arguing that established political institutions, inducing increasing returns or self-reinforcing processes, usually remain stable despite massive changes over time and lead to path dependence.”
O’Kane, E. (2012) · Irish Political Studies · doi:10.1080/07907184.2012.716422 · Cited by 5
“…to influence the agenda as, according to Pierson, policies ‘grounded in law and backed by the coercive power of the state, signal to actors what has to be done and what cannot be done, and they establish many of the rewards and penalties associated with particular activities’ (Pierson, 2002: 259).”
BackgroundBetween Multiple Transformations and Systemic Path Dependencies
Moss, T., & Dobner, P. (2015) · Water resources development and management · doi:10.1007/978-3-319-18971-0_8 · Cited by 5
“On the one hand, large technical systems, such as irrigation networks, are renowned for their path dependency (Pierson 2000 ; Melosi 2005 ; Sehring 2009 ).”
BackgroundFinancial Crises and the Limits of Bank Reform
Keller, E. (2021) · doi:10.1093/oso/9780198870746.001.0001 · Cited by 5
Lundahl, A. (2024) · Bioethics News · doi:10.1007/s40592-024-00190-6 · Cited by 5
Kleider, H., & Toubeau, S. (2024) · Journal of Comparative Policy Analysis Research and Practice · doi:10.1080/13876988.2024.2332937 · Cited by 5
“Secondly, existing measures typically assess territorial structures at yearly time intervals, which has proven sufficient for most purposes because territorial authority structures are relatively resistant to redesign (Hall and Taylor 1996; Pierson 2000; Hooghe et al. 2010).”
The Proposal of an AI Policy Maturity Model
Costa, H., & Mendonça, J. (2024) · Conference on Algebraic Informatics · doi:10.1109/cai59869.2024.00251
From benign to malign: unintended consequences and the growth of Zombie policies
Peters, B. G., & Nagel, M. L. (2024) · Policy and Society · doi:10.1093/polsoc/puae039 · Cited by 6
Multilevel governance in times of COVID-19 pandemic. Patterns of legitimacy and governance capacity
Edelenbos, J., van Popering‐Verkerk, J., Taanman, M., et al. (2025) · Urban Governance · doi:10.1016/j.ugj.2025.02.001 · Cited by 5
International Border Restrictions During COVID-19 as Global Health Security Theatre
Worsnop, C. Z. (2025) · British Journal of Political Science · doi:10.1017/s0007123424000784 · Cited by 5
“As scholars of path dependence note, the sequence of events matters and early decisions can constrain future choices (Pierson 2000; Levi 1997).”
Komi, N. M. K. N. M., & Ganiu, O. S. (2023) · Gyanshauryam International Scientific Refereed Research Journal · doi:10.32628/gisrrj236339 · Cited by 5
Albala, A., & Ramírez, E. P. (2011) · Estudios Políticos · doi:10.22201/fcpys.24484903e.2011.24.27404 · Cited by 5
Cho, V., Jimerson, J. B., & Wayman, J. C. (2015) · Journal of Cases in Educational Leadership · doi:10.1177/1555458915584677 · Cited by 5
“As Pierson (2000) explained, once a choice is made by leaders, investment in maintaining the direction indicated by the choice (in terms of expenditures, but also in terms of changing behavior patterns and human capital), becomes entrenched over time.”
BackgroundTwin Coalition Politics in Malaysia since 2008: A Path Dependent Framing and Analysis
Saravanamuttu, J. (2012) · Contemporary Southeast Asia · doi:10.1355/cs34-1e · Cited by 5
The unintended consequences of the Helsinki Final Act: A path emergence theory perspective
Hong, K. (2012) · International Political Science Review · doi:10.1177/0192512112455351 · Cited by 5
“Path dependency has been used by political scientists as a conceptual tool to understand and explain particular characteristics of a complex social world (Mahoney, 2000; Mahoney and Schensul, 2006; North, 1990; Page, 2006; Pierson, 2000, 2004; Thelen, 1999, 2003).”
BackgroundMethodThe Mediterranean Solar Plan through the Prism of External Governance
Carafa, L. (2011) · Archive of European Integration (AEI) (University of Pittsburgh) · Cited by 5
Castro, P., Hörnlein, L., & Michaelowa, K. (2011) · Cited by 5
La gouvernance participative des forêts publiques : L’Ontario et le Québec, des chemins parallèles ?
Chiasson, G., Gonzalez, C., & Leclerc, É. (2011) · Territoire en mouvement · doi:10.4000/tem.1186 · Cited by 5
“Malgré le poids des pressions internationales, la gouvernance participative semble bien, au moins en partie, travaillée par la dépendance au sentier chère aux néo-institutionnalistes (Pierson, 2000).”
BackgroundIntroduction: The Institutions of the Market
Ebner, A. (2008) · doi:10.1093/acprof:oso/9780199231423.003.0001 · Cited by 5
The Politics of Food Labeling and Certification
Clough, E. (2014) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780195397772.013.020 · Cited by 5
Specialisation as a Driver of the Development Dynamics of Creative Cities and City Regions
Stachowiak, K., & Stryjakiewicz, T. (2017) · Springer eBooks · doi:10.1007/978-3-319-56497-5_2 · Cited by 5
Motivating Compliance: Firm Response to Mandatory Disclosure Policies
Boland, C. M., Hogan, C. E., & Johnson, M. F. (2018) · Accounting Horizons · doi:10.2308/acch-52037 · Cited by 5
Correia, T. (2019) · Interface - Comunicação Saúde Educação · doi:10.1590/interface.180615 · Cited by 5
Moreira, T. (2019) · Dados · doi:10.1590/001152582019196 · Cited by 5
Finland: Changing Operational Environment Changing Finnish Educational Governance
Risku, M., & Tian, M. (2020) · Educational governance research · doi:10.1007/978-3-030-38759-4_3 · Cited by 5
Religion and the Israeli Welfare State: The Case of Burial Services
Holler, R. (2020) · Politics and Religion · doi:10.1017/s1755048320000632 · Cited by 5
“Finally, our findings suggest that this kind of policy path-dependency (Pierson 2000), which had its roots in the British Mandate rule, is at work even today.”
BackgroundIndicators of Political and Economic Institutions in Tanzania: 1884–2008
Zaaruka, B. P. (2017) · Journal of Development Perspectives · doi:10.5325/jdevepers.1.1-2.0213 · Cited by 5
Organisatoriske blikk på samarbeid i velferdstjenester
Breit, E., & Andreassen, T. A. (2021) · Tidsskrift for velferdsforskning · doi:10.18261/issn.2464-3076-2021-01-02 · Cited by 5
Fındıklı, B. (2021) · Higher Education Policy · doi:10.1057/s41307-021-00236-y · Cited by 5
“…are highly strong, unequivocal, and dense entities structuring and disciplining actions 859 1 3 Between Autonomy and Central Control: A Tale of Two University… in a consistent manner so that they are able to produce increasing returns or positive feedback effects over time (Pierson, 2000).”
BackgroundIndia's tryst with Modi-fare 2014–19: towards a universalistic welfare regime
Nakray, K. (2021) · International Journal of Sociology and Social Policy · doi:10.1108/ijssp-12-2020-0531 · Cited by 5
Conclusion: Grasping Foreign Policy Change
Brummer, K., & Oppermann, K. (2021) · Springer eBooks · doi:10.1007/978-3-030-68218-7_13 · Cited by 5
Davidson, P. (2022) · Australian Journal of Social Issues · doi:10.1002/ajs4.203 · Cited by 5
Why are Brazilians so interested in gun control? Putting the Multiple Streams Framework to the test
Sanjurjo, D. (2021) · Opinião Pública · doi:10.1590/1807-01912021273730 · Cited by 5
“Moreover, they exhibit positive and negative feedback cycles (Pierson, 2000), may involve time spans of decades, transcend policy areas and branches of government, and encompass all forms of political actors and institutions with potentially different values, interests, perceptions and preferences.”
BackgroundHill, D. T., & Collins, M. B. (2023) · Regulation & Governance · doi:10.1111/rego.12462 · Cited by 5
Spielberger, L., & Voss, D. (2022) · Comparative European Politics · doi:10.1057/s41295-022-00290-9 · Cited by 5
“…‘endogenous’ overheating that cannot easily be resolved (Blyth and Matthijs 2017; Hopkin and Blyth 2018) or from policy feedback processes that weaken the political balance underpinning a particular institutional arrangement (Acemoglu and Robinson 2013; Pierson 1993; 2000; Regan and Brazys 2018).”
Davies, E. (2022) · Comparative Political Studies · doi:10.1177/00104140221115178 · Cited by 6
“Theoretically, I explore learning effects as a mechanism for institutional change through an exogenous shock and later endogenous feedback effects (Pierson, 2000).”
BackgroundInfluentialOhemeng, F. L. K., & Foli, R. K. (2022) · Administrative Theory & Praxis · doi:10.1080/10841806.2022.2138193 · Cited by 5
“…in which an existing equilibrium is punctuated (Baumgartner & Jones, 1993), which then leads to the shaping of the basic contours of social life (Pierson, 2000; Krasner, 1999), or the establishment of an organizational logic and where subsequent changes tend to be variations or extension of…”
BackgroundInfluentialActors, bricolage, and translation in education policy: a case study from Ghana
Boakye, P. A., & Béland, D. (2022) · The Journal of Modern African Studies · doi:10.1017/s0022278x22000192 · Cited by 4
Historical institutionalism and policy coordination: origins of the European semester
Pan, W., Hosli, M. O., & Lantmeeters, M. (2023) · Evolutionary and Institutional Economics Review · doi:10.1007/s40844-023-00253-z · Cited by 5
“Moreover, “increasing returns” are self-reinforcing as “long movement down a particular path will increase the costs of switching to some previously forgone alternative” (Pierson 2000: 261).”
BackgroundInfluentialA Framework for Analyzing Political Shocks and Their Effects
Volgy, T. J., & Gordell, K. M. (2023) · Evidence-Based Approaches to Peace and Conflict Studies · doi:10.1007/978-981-99-1498-2_4 · Cited by 5
Institutions Are Not Rules: Realigning the Ontology Behind Theories of Change
de Castro, H. A. (2023) · Political Studies · doi:10.1177/00323217231179551 · Cited by 5
“For example, irretrievable past investments in human and material resources can make institutional change inefficient despite the availability of preferable alternatives (Pierson, 2000).”
Yavçan, B., & Memişoğlu, F. (2023) · American Behavioral Scientist · doi:10.1177/00027642231182632 · Cited by 5
“To explore the disruptions of (or continuities in) the path dependencies linked to the institutional rules during this critical junc-ture, the main question is whether or not new rules replaced or were layered onto old ones (Pierson, 2000; Streeck & Thelen, 2005).”
Watkins, E. D. (2023) · The Howard Journal of Crime and Justice · doi:10.1111/hojo.12536 · Cited by 5
“Here we can see an agentic and dynamic path dependence in action where the following aspects apply: vested interests (Pierson, 2004; Thelen, 1999); the legitimacy explanation (Mahoney, 2000); underlying conflict (Peters, Pierre & King, 2005); and institutional re-enforcement (Pierson, 2000).”
BackgroundInfluentialPolicy conflict between political elites shapes mass environmental beliefs
McGrath, L. F. (2023) · Electoral Studies · doi:10.1016/j.electstud.2023.102645 · Cited by 6
Is compulsory care ethically justified for patients with borderline personality disorder?
Lundahl, A., Helgesson, G., & Juth, N. (2023) · Clinical Ethics · doi:10.1177/14777509231216036 · Cited by 5
“62,68,70 Still, it is not dif fi cult to conceive of how doctors may resist such change, not least because emotionally charged opinions tend to become reinforced and defended when challenged – even when faced with the strongest of arguments.”
BackgroundEpistemic Rights in the Era of Digital Disruption
Horowitz, M. A., Nieminen, H., Lehtisaari, K., & D’Arma, A. (2024) · Global transformations in media and communication/Global transformations in media and communication research · doi:10.1007/978-3-031-45976-4 · Cited by 6
The Origin and Evolution of an Anomalous Academic Credential: The Ontario College Advanced Diploma
Skolnik, M. L. (2023) · Canadian Journal of Higher Education · doi:10.47678/cjhe.v53i1.189949 · Cited by 4
Lightowlers, C., & Duke, K. (2024) · Nordic Studies on Alcohol and Drugs · doi:10.1177/14550725241256465 · Cited by 5
“This could have lasting in fl uence from which it is hard to decouple for policy makers and practitioners (path dependence) (cf. Cairney, 2012; Pierson, 2000), especially when funding and resources are allocated on this basis.”
BackgroundMéndez-Suárez, M., Arilla, R., & Delbello, L. (2024) · International Entrepreneurship and Management Journal · doi:10.1007/s11365-024-01042-9 · Cited by 5
“Institutional theory, as proposed by authors such as North ( 1991) and Pierson (2000), argues that institutions play a crucial role in perpetuating shared beliefs by structur - ing and reinforcing social norms and values.”
Ciudades adaptativas y resilientes ante el cambio climático
Font, J. G. I. (2018) · Revista aragonesa de administración pública/Revista aragonesa de administración pública · doi:10.71296/raap.129 · Cited by 5
Schmidt, V. A. (2012) · Springer eBooks · doi:10.1007/978-94-007-2843-1_6 · Cited by 5
Regenerierung schrumpfender Städte – eine Einführung
Kühn, M., & Liebmann, H. (2009) · VS Verlag für Sozialwissenschaften eBooks · doi:10.1007/978-3-531-91495-4_2 · Cited by 5
El nuevo institucionalismo histórico y las políticas sociales
Mendoza, G. F. (2007) · Polis. Investigación y Análisis Sociopolítico y Psicosocial · Cited by 5
Introduction to Institutional Resource Regimes
Kissling-Näf, I., & Kuks, S. M. M. (2004) · Springer eBooks · doi:10.1007/978-1-4020-2484-9_1 · Cited by 9
Turkey's Path to EU Membership: An Historical Institutionalist Perspective
Icoz, G. (2011) · Journal of Contemporary European Studies · doi:10.1080/14782804.2011.639987 · Cited by 5
“The reason for this, according to Pierson ( 2000 , p.”
BackgroundMendez, F., Méndez, M., & Triga, V. (2009) · Revista de ciencia política · doi:10.4067/s0718-090x2009000100003 · Cited by 5
“…was achieved in 1993, the following year, when the danes voted for the second time. the appropriate vertical allocation of authority (donahue & pollack, 2001). the point is that there are some very important path-dependent reasons for this (pierson, 2000). two factors can be especially singled out.”
BackgroundPrivatizing the Crown: The Exceptional Fate of Alberta's Liquor Control Board
Bird, M. G. (2012) · The American Review of Canadian Studies · doi:10.1080/02722011.2012.705863 · Cited by 5
Team learning: through the relational dynamics of co‐operation and rivalry in team communities
Lotz, M. (2010) · International Journal of Lifelong Education · doi:10.1080/02601370.2010.512810 · Cited by 5
“Indeed this is a crucial point about social processes that draws attention to how any (learning) situation always embodies the possibility for change (Tilly 1998, Pierson 2000).”
BackgroundCivil–military relations in francophone Africa and the consequences of a mistaken analysis
Bachmann, O. (2014) · Small Wars and Insurgencies · doi:10.1080/09592318.2014.913670 · Cited by 5
Anti‐Sex Trafficking Institutions
Karlsson, M. (2013) · International Migration · doi:10.1111/imig.12040 · Cited by 5
Changing Ideas: Organised Capitalism and the German Left
Callaghan, H., & Höpner, M. (2012) · West European Politics · doi:10.1080/01402382.2012.665740 · Cited by 5
Structures and Logic of EP Implementation and Administration in China
Grunow, D. (2011) · Journal of Current Chinese Affairs · doi:10.1177/186810261104000303 · Cited by 5
Kehl, K. (2016) · Zeitschrift für Sozialreform · doi:10.1515/zsr-2016-0006 · Cited by 5
The Origins of African Civil-Military Relations: Ethnic Armies and the Development of Coup Traps
Harkness, K. A. (2012) · Cited by 5
Léonard, S., & Kaunert, C. (2012) · Palgrave Macmillan UK eBooks · doi:10.1057/9780230369894_7 · Cited by 5
Path Dependence and Lock-In of Market-Based Climate Policy
Woerdman, E. (2004) · Developments in environmental economics · doi:10.1016/s0927-5207(04)80005-0 · Cited by 4
Agency in New Institutionalism
Olsson, J. I. (2016) · Palgrave Macmillan UK eBooks · doi:10.1057/978-1-349-94922-9_2 · Cited by 5
Fabbrini, S. (2004) · Cambridge University Press eBooks · doi:10.1017/cbo9780511617072.009 · Cited by 5
Breaking the path in national development? The politics of public–private partnerships in Ghana
Zaato, J. J., & Ohemeng, F. L. K. (2016) · Journal of Strategic Contracting and Negotiation · doi:10.1177/2055563617710620 · Cited by 5
“Other scholars have arrived at a similar conclusion about the role of path dependency in political institutions, democratic consolidation, and public administration (Pierson, 2000; Stuteville and Jumara, 2010).”
BackgroundInfluentialA Region Primed for Peace or War? Historical Institutionalism and Debates in East Asian Security
Jackson, V. (2017) · Journal of Global Security Studies · doi:10.1093/jogss/ogx007 · Cited by 5
Toelstede, B. (2019) · Rationality and Society · doi:10.1177/1043463119840040 · Cited by 5
Spognardi, A. (2019) · Journal of Labor and Society · doi:10.1111/wusa.12400 · Cited by 5
Smucker, S. (2019) · Interest Groups & Advocacy · doi:10.1057/s41309-019-00052-1 · Cited by 6
The impact of governance on the outcomes of contracting out
Torfing, J., Sørensen, E., & Brogaard, L. (2017) · Journal of Strategic Contracting and Negotiation · doi:10.1177/2055563619858909 · Cited by 5
“– may support the development of local equilibria that are hard to change due to the combination of positive feedback mechanisms and sunk costs that tend to produce strong path dependence (Pierson, 2000).”
BackgroundLa determinación de la pena en la práctica judicial Chilena
Wilenmann, J., Medina, F., Olivares, E. C., et al. (2019) · Política criminal · doi:10.4067/s0718-33992019000100456 · Cited by 5
Bilodeau, A., Laurin, I., Clavier, C., et al. (2019) · Journal of Innovation Economics & Management · doi:10.3917/jie.pr1.0047 · Cited by 5
“But successive layers of policy elements, within institutions and at higher levels of governance, produce actors with an interest in defending the status quo (Rayner, Howlett, 2009b; Pierson, 2000).”
BackgroundHe, T. (2019) · Japanese Journal of Political Science · doi:10.1017/s1468109919000197 · Cited by 5
“17On the concept of ‘path dependence’, see Mahoney (2000); Pierson (2000); Thelen (1999).”
BackgroundHentati‐Sundberg, J., Hellquist, K. F., & Duit, A. (2019) · Ecology and Society · doi:10.5751/es-11259-240418 · Cited by 5
“Critics of path dependency theory have argued that many empirical applications tend to be theory-driven and consisting in just-so stories that cannot be falsified by empirical data (Pierson 2000, Kay 2003, Duit 2007).”
BackgroundTurkey–West Relations: The Politics of Intra-alliance Opposition
Dursun-Özkanca, O. (2019) · Cited by 5
In-transit cold treatment: a case of institutional path dependence
Lubello, P., & Codron, J. M. (2020) · Journal of Institutional Economics · doi:10.1017/s1744137420000041 · Cited by 5
“Adopted by authors from different backgrounds (Krugman, 1994; Pierson, 2000; Pomeranz and Topik, 19996), these ideas also attracted the attention of neo-institutionalist economists such as Williamson (1993), who worked on the concept of ‘path dependence remediability’, or North (1990), who…”
BackgroundLimits of Europeanisation at the municipal level: evidence from the Republic of Cyprus
Kirlappos, A. (2020) · Local Government Studies · doi:10.1080/03003930.2020.1753707 · Cited by 5
“Path dependency states that past decisions are quite crucial since they affect future decisions by restraining existing options (Pierson 2000).”
BackgroundSocial Origins of Institutional Strength
Falleti, T. G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108776608.011 · Cited by 5
Entwicklung eines neuen Modells zur Analyse regionaler Governanceprozesse
Nischwitz, G., Diller, C., Chojnowski, P., et al. (2020) · disP - The Planning Review · doi:10.1080/02513625.2020.1794125 · Cited by 5
“Dabei wurde z. T. von der (Nicht-)Effizienz als Ausgangspunkt für die Analyse von Pfadabhängigkeitsproblemen Abstand genommen ( Pierson 2000).”
BackgroundWeiss, B. R. (2020) · Theoretical Criminology · doi:10.1177/1362480620971784 · Cited by 8
“…technology and infrastructure (David, 1985; Dosi, 1997; Zeppini and Van Den Bergh, 2011); increased competence in the chosen path gained over time (Pierson, 2000); and workers’ fixed cognitive maps (Barnes et al., 2004; Tripsas and Gavetti, 2000), organizations continue along the path of their…”
BackgroundThe Council, the European Parliament, and the paradox of inter-institutional cooperation
Mühlboeck, M., & Rittberger, B. (2015) · doi:10.1695/2015004 · Cited by 5
Tool selection for public diplomacy flagships: toward an adaptive model
Zhu, B. (2021) · Place Branding and Public Diplomacy · doi:10.1057/s41254-021-00217-3 · Cited by 8
“Additionally, policy legacies and established governance structure could influence tool selection decisions by narrowing the number of choice through time, creating a self-reinforcing process described as path dependency (Pierson 2000).”
Strategy and Steering in Governance: The Changing Fates of the Argentine Planning Council
Rolo, R. A., Assche, K. V., & Duineveld, M. (2021) · Politics and Governance · doi:10.17645/pag.v9i2.4089 · Cited by 5
“It has been analysed in institutional economics (David, 1994; Dopfer, 1991; North, 1990, 2005), political science (Greener, 2005; Pierson, 2000), economic geog‐ raphy (Boschma &Martin, 2007; Martin & Sunley, 2006), public policy (Liebowitz & Margolis, 1995; Torfing, 2009) and other disciplines.”
Metadata
- Authors
- Pierson, P.
- Affiliations
- Harvard University (US)
- Corresponding author
- Pierson, Paul
- ORCID
- Pierson, Paul
- Venue
- American Political Science Review
- Publisher
- Cambridge University Press (CUP)
- Published
- 2000-06
- Volume
- 94
- Issue
- 2
- Pages
- 251-267
- ISSN
- 0003-0554 (ISSN-L)
- 1537-5943
- OpenAlex
- W2147111138
- Semantic Scholar
- 274439eda2c6c9e513794e1ee8f8eb9ac952431c
- Cited by
- 8,094
- References
- 97
- Citations by year
- 2026: 608 · 2025: 459 · 2024: 379 · 2023: 413 · 2022: 422 · 2021: 448 · 2020: 513 · 2019: 528 · 2018: 389 · 2017: 302 · 2016: 332 · 2015: 318 · 2014: 338 · 2013: 319 · 2012: 307
- FWCI
- 487.46
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- public-domain
- www.cambridge.org/core/terms (unspecified, 5174 d)
- Locations
- American Political Science Review (publishedVersion)
- Cadmus - EUI Research Repository (European University Institute) (submittedVersion, public-domain)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Qualitative Comparative Analysis Research
- Social Sciences › Political Science and International Relations › Political Science Research and Education
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Theory and Institutions
- Keywords
- path dependence, increasing returns, historical institutionalism, political development, critical junctures, institutional change, political process
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-10-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
