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.
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Claims the paper makes
6 of 43 cited sources checked · 1 supported · 0 flagged · 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)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- 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)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- 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)
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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
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearThe 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe 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
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesThe 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
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes
- 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
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
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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.
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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.
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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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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.
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- 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.
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- 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes? Checkable: unclear✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
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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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
Strength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✗ Based: failsProbably 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
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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.
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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.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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.
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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.
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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.
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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.
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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
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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.
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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.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably 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.
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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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably 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.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes? Checkable: unclear✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt 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.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt 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.
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably 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.
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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.
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably 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
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably 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.
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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.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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.”
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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
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“This matrix, he emphasizes, "produces massive increasing returns" (North 1990a, 95).”
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Cited by
Sorted by citations
Hall, P. A., & Soskice, D. W. (2001) · doi:10.1093/0199247757.001.0001 · Cited by 8,956
Discursive Institutionalism: The Explanatory Power of Ideas and Discourse
Schmidt, V. A. (2008) · Annual Review of Political Science · doi:10.1146/annurev.polisci.11.060606.135342 · Cited by 3,664
The New Politics of the Welfare State
Pierson, P. (2001) · doi:10.1093/0198297564.001.0001 · Cited by 3,374
Self-citationAn Introduction to Varieties of Capitalism
(2001) · Oxford University Press eBooks · doi:10.1093/0199247757.003.0001 · Cited by 3,236
Thelen, K. (2004) · Cambridge University Press eBooks · doi:10.1017/cbo9780511790997 · Cited by 2,550
Path dependence and regional economic evolution
Martin, R., & Sunley, P. (2006) · Journal of Economic Geography · doi:10.1093/jeg/lbl012 · Cited by 2,573
Capoccia, G., & Kelemen, R. D. (2007) · World Politics · doi:10.1017/s0043887100020852 · Cited by 2,410
An organizational theoretic review of green supply chain management literature
Sarkis, J., Zhu, Q., & Lai, K. (2010) · International Journal of Production Economics · doi:10.1016/j.ijpe.2010.11.010 · Cited by 2,276
“The focus of path dependency is based on the idea that the initial choices made by decision makers result in increasing return (Pierson, 2000).”
BackgroundThe Regime Complex for Climate Change
Keohane, R. O., & Victor, D. G. (2011) · Perspectives on Politics · doi:10.1017/s1537592710004068 · Cited by 2,047
“10 Pierson 2000.”
Schmidt, V. A. (2010) · European Political Science Review · doi:10.1017/s175577390999021x · Cited by 1,726
“…its historical determinism where it focuses on critical junctures (e.g., Collier and Collier, 1991) leading to pathdependence (Mahoney, 2000; Pierson, 2000), along with its inability to explain institutional change endogenously, even if more recent HI scholars have succeeded in describing…”
BackgroundSocial Protection and the Formation of Skills: A Reinterpretation of the Welfare State
Estevez‐Abe, M., Iversen, T., & Soskice, D. (2001) · Varieties of Capitalism · doi:10.1093/0199247757.003.0004 · Cited by 1,568
HACKER, J. S. (2004) · American Political Science Review · doi:10.1017/s0003055404001121 · Cited by 1,543
“In short, the chances for retrenchment are—to use a phrase Pierson deploys in more recent writings—highly “path dependent” (Pierson 2000).”
BackgroundAll for All: Equality, Corruption, and Social Trust
Rothstein, B., & Uslaner, E. M. (2005) · World Politics · doi:10.1353/wp.2006.0022 · Cited by 1,529
Thelen, K. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511803963.007 · Cited by 1,503
Set-Theoretic Methods for the Social Sciences: A Guide to Qualitative Comparative Analysis
Schneider, C. Q., & Wagemann, C. (2012) · Cited by 1,345
Carbon lock-in: types, causes, and policy implications
Seto, K. C., Davis, S. J., Mitchell, R. B., Stokes, E. C., Unruh, G., & Ürge-Vorsatz, D. (2016) · Annual Review of Environment and Resources · doi:10.1146/annurev-environ-110615-085934 · Cited by 1,346
“Carbon lock-in has primarily been considered a technological characteristic of sociotechnical systems addressed without its social counterpart.”
The limits to scale? Methodological reflections on scalar structuration
Brenner, N. (2001) · Progress in Human Geography · doi:10.1191/030913201682688959 · Cited by 1,321
“Properties of pathdependency have been observed in diverse forms of institutional evolution, from technological change and industrial location to state formation and welfare state retrenchment (for recent overviews, see Mahoney, 2000; Pierson, 2000).”
BackgroundORGANIZATIONAL PATH DEPENDENCE: OPENING THE BLACK BOX.
SYDOW, J., SCHREYÖGG, G., & KOCH, J. (2009) · Academy of Management Review · doi:10.5465/amr.2009.44885978 · Cited by 884
“Subsequent work called this element into question and suggested a modified perspective (Arthur, 1994; Pierson, 2000)—the argument being that path analyses address non- ergodic inflexible processes (as opposed to linear ergodic processes).”
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A Theory of Endogenous Institutional Change
Greif, A., & Laitin, D. D. (2004) · American Political Science Review · doi:10.1017/s0003055404041395 · Cited by 1,112
Diani, M., & McAdam, D. (2003) · doi:10.1093/0199251789.001.0001 · Cited by 1,492
Case Studies: Types, Designs, and Logics of Inference
Levy, J. S. (2008) · Conflict Management and Peace Science · doi:10.1080/07388940701860318 · Cited by 1,219
“…forms of complex causation, which have been attracting growing attention by qualitative methodologists.27 The analysis of critical junctures and path dependence, for example, are extremely sensitive to the accurate identification of the precise timing of these key turning points (Pierson, 2000).”
BackgroundThe three pillars of stability: Legitimation, repression, and co-optation in autocratic regimes
Gerschewski, J. (2013) · Democratization · doi:10.1080/13510347.2013.738860 · Cited by 1,053
The Politics of Crisis Management: Public Leadership Under Pressure
Boin, A., 't Hart, P., Stern, E., & Sundelius, B. (2005) · doi:10.1017/cbo9780511490880 · Cited by 932
Jackson, G., & Deeg, R. (2008) · Journal of International Business Studies · doi:10.1057/palgrave.jibs.8400375 · Cited by 920
“Of course, path dependence may have other roots in culture or political institutions (Pierson, 2000), but complementarity adds a further dimension to this story since institutional change will alter the functional interdependence of institutions in different domains, either making change more…”
BackgroundMartin, R. (2009) · Economic Geography · doi:10.1111/j.1944-8287.2009.01056.x · Cited by 944
Why a World State is Inevitable
Wendt, A. E. (2003) · European Journal of International Relations · doi:10.1177/135406610394001 · Cited by 892
Agendas and Instability in American PoliticsPreprint
John, P. C. (2013) · SSRN Electronic Journal · Cited by 851
Historical Institutionalism in Contemporary Political Science
Katznelson, I., Milner, H. V., Skocpol, T. R., & Pierson, P. (2002) · Cited by 803
Self-citationDissecting the Social: On the Principles of Analytical Sociology
Hedstrom, P. (2005) · doi:10.1017/cbo9780511488801 · Cited by 816
Pollitt, C. (2003) · OECD Journal on Budgeting · doi:10.1787/budget-v3-art19-en · Cited by 792
“Theorists of “path dependency” show how the logic of institutional and cultural similarity may influence the costs of reform and the chances of success (Pierson, 2000).”
Background(2005) · Cited by 772
Social Movements and Organization Theory
Davis, G., McAdam, D., Scott, W., & Zald, M. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511791000 · Cited by 762
The politics of crisis management : public leadership under pressure
Boin, A., Hart, P. ‘., STERN, E. K., & Sundelius, B. (2005) · Cited by 729
Innovation policy: What, why, and how
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Pellicano, E., & den Houting, J. (2022) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13534 · Cited by 744
“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).”
BackgroundDecentralization and Subnational Politics in Latin America
Falleti, T. G. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511777813 · Cited by 716
Terjesen, S. A., Aguilera, R. V., & Lorenz, R. (2014) · Journal of Business Ethics · doi:10.1007/s10551-014-2083-1 · Cited by 754
“Path dependence describes the ‘‘causal relevance of preceding stages in a temporal sequence’’ (Pierson 2000, p. 252).”
InfluentialBusiness Model: What It Is and What It Is Not
DaSilva, C. M., & Trkman, P. (2012) · Long Range Planning · doi:10.1016/j.lrp.2013.08.004 · Cited by 849
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Ikegami, N., Yoo, B., Hashimoto, H., et al. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60828-3 · Cited by 690
The Politics of Path Dependency: Political Conflict in Historical Institutionalism
Peters, B. G., Pierre, J., & King, D. S. (2005) · The Journal of Politics · doi:10.1111/j.1468-2508.2005.00360.x · Cited by 720
“And third, once a dominant paradigm is disturbed, it may be difficult to reestablish equilibrium and one change may quickly follow another until there is some agreement on the validity of the new paradigm (cf. Pierson 2000).”
BackgroundA Sequential Theory of Decentralization: Latin American Cases in Comparative Perspective
Falleti, T. G. (2005) · American Political Science Review · doi:10.1017/s0003055405051695 · Cited by 682
“By drawing on recent works on path dependence and institutional change (e.g., Mahoney 2000; Pierson 1992, 2000, 2004; Thelen 2000, 2003), this article provides a dynamic analysis of decentralization.”
BackgroundMethodIdeas and Social Policy: An Institutionalist Perspective
Béland, D. (2005) · Social Policy and Administration · doi:10.1111/j.1467-9515.2005.00421.x · Cited by 651
Institutional Change in Advanced Political Economies
Thelen, K. (2009) · British Journal of Industrial Relations · doi:10.1111/j.1467-8543.2009.00746.x · Cited by 650
Mechanisms in the Analysis of Social Macro-Phenomena
Mayntz, R. (2004) · Philosophy of the Social Sciences · doi:10.1177/0048393103262552 · Cited by 614
Historical Institutionalism in International Relations
Fioretos, O. (2011) · International Organization · doi:10.1017/s0020818311000002 · Cited by 627
“…comparative case studies! are also commonly used in other traditions+ For this reason, I focus on its analytical and substantive contributions+ 14+ Pierson 2000 and 2004+ 15+ See Pierson 2004; Streeck and Thelen 2005; Thelen 1999; Sanders 2006; and Mahoney and Thelen 2009+ 16+ For example,…”
BackgroundCherp, A., Vinichenko, V., Jewell, J., Brutschin, E., & Sovacool, B. K. (2017) · Energy Research & Social Science · doi:10.1016/j.erss.2017.09.015 · Cited by 628
“Pierson [143] points to increasing returns, when a policy empowers certain beneficiaries who in turn support and strengthen the policy, which further empowers its beneficiaries etc.”
BackgroundInstitutional Stickiness and the New Development Economics
Boettke, P. J., Coyne, C. J., & Leeson, P. T. (2008) · Cited by 559
QUALITATIVE RESEARCH: Recent Developments in Case Study Methods
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“Political scientists, most notably Pierson (2000, 2003, 2004), Thelen (1999, 2003), Mahoney (2000, 2006), and Mahoney & Schensul (2006), have recently paid increasing attention to what Pierson (2004, p. 4) describes as “the temporal dimension of social processes.””
BackgroundTransnational Climate Change Governance
Bulkeley, H., Andonova, L. B., Betsill, M. M., Compagnon, D., Hale, T. N., Hoffmann, M. J., Newell, P. J., Paterson, M., Roger, C., & VanDeveer, S. D. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781107706033 · Cited by 592
Complexity Theory, Systems Theory, and Multiple Intersecting Social Inequalities
Walby, S. (2007) · Philosophy of the Social Sciences · doi:10.1177/0048393107307663 · Cited by 564
“…thinking, is perhaps one of the more widely integrated complexity notions in contemporary social science (Esping-Andersen 1999; North 1990; Pierson 2000), although there remain questions (Liebowitz and Margolis 1995) especially about the precise nature of path dependency mechanisms…”
BackgroundKitschelt, H., Hawkins, K. A., Luna, J. P., Rosas, G., & Zechmeister, E. J. (2010) · doi:10.1017/cbo9780511750311 · Cited by 559
Power and political institutions
Moe, T. M. (2005) · Perspectives on Politics · doi:10.1017/s1537592705050176 · Cited by 550
“23 See also Dixit and Londregan 1995; Dixit and Lon- dregan 1996; Libecap 1986.”
InfluentialInsecurity and Welfare Regimes in Asia, Africa and Latin America
Gough, I., Wood, G. D., Barrientos, A., Bevan, P., Davis, P., & Room, G. (2004) · Cambridge University Press eBooks · doi:10.1017/cbo9780511720239 · Cited by 557
The Comparative Political Economy of Pension Reform
Myles, J. F., & Pierson, P. (2001) · Oxford University Press eBooks · doi:10.1093/0198297564.003.0011 · Cited by 546
Self-citationALIGNING ONTOLOGY AND METHODOLOGY IN COMPARATIVE POLITICS
Hall, P. A. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511803963.012 · Cited by 545
Variation in Institutional Strength
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Coping With Permanent Austerity Welfare State Restructuring in Affluent Democracies
Pierson, P. (2001) · Oxford University Press eBooks · doi:10.1093/0198297564.003.0014 · Cited by 538
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Kay, A. (2005) · Public Administration · doi:10.1111/j.0033-3298.2005.00462.x · Cited by 546
The Institutional Turn in Comparative Authoritarianism
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“Considering these factors, the timing of policy implementation relative to exogenous conditions will influence the effects of the policy mix on the socio-technical system and the feedback mechanisms that occur (Pierson, 2000; Oberlander and Weaver, 2015).”
BackgroundAvant, D. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511490866 · Cited by 711
McAdam, D., & Scott, W. R. (2005) · Social Movements and Organization Theory · doi:10.1017/cbo9780511791000.003 · Cited by 516
Toward a processual understanding of policy integration
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“First, lock-in effects may occur resulting from path dependency (Pierson 2000) and consequential policy layering.”
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Path-Dependent Explanations of Regime Change: Central America in Comparative Perspective
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“Recent methodological writings by comparative-historical analysts haveemphasized the importance of path dependence for political and social analysis (e.g., Pierson 2000; Thelen 1999; Mahoney 2000).”
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“Unlike some work in new institutional economics (Williamson, 1985), here institutions are not assumed to be economically efficient ways of structuring, because of uncertainty, bounded rationality and path dependence (Pierson, 2000).”
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“…each of these polities on their selected paths through the interwar years, but he seems to share Pierson’s sentiment that ‘‘once established, basic outlooks on politics, ranging from ideologies to . . . orientations toward political groups or parties, are generally tenacious’’ (Pierson 2000, 260).”
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“Institutionalists have developed theories of institutional inertia as well as institutional change based on concepts like path dependence, critical juncture, and internal institutional contradiction (Campbell 2004; Carruthers 1996; Pierson 2000; Streeck and Thelen 2005).”
BackgroundCROSSROADS—Organizing for Fluidity? Dilemmas of New Organizational Forms
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“…to understand the factors which explain these specificities and the various forms of resistance to the same general principles in different countries, Pierson (1997) shows the importance of the influence of the past in the structuring of institutional and normative configurations in each country.”
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“30 Pierson 1994, 2000; March and Olsen 1989; Castles 1993; Richardson, Gustafsson, and Jordan 1982.”
BackgroundThe Limitations of ‘Policy Transfer’ and ‘Lesson Drawing’ for Public Policy Research
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“Institutional accounts based on ‘path dependence’ suggest that policy changes in general face substantial difficulties because of fixed costs, resourcedependent constituencies and established standard operating procedures (North, 1990; Pierson, 2000).”
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“To date, path-dependency has mostly been used in studying macrolevel processes in economics and social sciences (e.g., Mahoney, 2000; Pierson, 2000).”
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Grzymała-Busse, A. M. (2010) · Comparative Political Studies · doi:10.1177/0010414010390653 · Cited by 436
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“Key episodes of reform and important critical junctures have lasting consequences in at least two senses: First, because they have the potential to entrench power relations that may outlast their social foundations, setting the parameters for future strategic interactions and thus influencing the possibility and the d…”
BackgroundPutting the Political Back into Political Economy by Bringing the State Back in Yet Again
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“18 mahoney 2000; Pierson 2000.”
Three Worlds of Compliance or Four? The EU‐15 Compared to New Member States*
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“2 This approach rests on historical and/or sociological institutionalist reasoning which focuses on the ‘stickiness’ of established policies and administrative routines (see e.g. March and Olsen, 1989; DiMaggio and Powell, 1991; Thelen and Steinmo, 1992; Thelen, 1999; Pierson, 2000).”
BackgroundThe Political Economy of Social Pacts: ‘Competitive Corporatism’ and European Welfare Reform
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Institutional Isomorphism Revisited: Convergence and Divergence in Institutional Change
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Drift and conversion: hidden faces of institutional change
Hacker, J. S., Pierson, P., & Thelen, K. (2015) · Cambridge University Press eBooks · doi:10.1017/cbo9781316273104.008 · Cited by 415
Self-citation
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 ›
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