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The Mechanisms of Policy Diffusion
Abstract
Local policy adoptions provide an excellent opportunity to test among potential mechanisms of policy diffusion. By examining three types of antismoking policy choices by the 675 largest U.S. cities between 1975 and 2000, we uncover robust patterns of policy diffusion, yielding three key findings. First, we distinguish among and find evidence for four mechanisms of policy diffusion: learning from earlier adopters, economic competition among proximate cities, imitation of larger cities, and coercion by state governments. Second, we find a temporal component to these effects, with imitation being a more short‐lived diffusion process than the others. Third, we show that these mechanisms are conditional, with larger cities being better able to learn from others, less fearful of economic spillovers, and less likely to rely on imitation .
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Citations
Cites
Agendas and instability in American politics
(1993) · Choice Reviews Online · doi:10.5860/choice.31-0574 · Cited by 5,943
Taking Time Seriously: Time-Series-Cross-Section Analysis with a Binary Dependent Variable
Beck, N. L., Katz, J. N., & Tucker, R. P. (1998) · American Journal of Political Science · doi:10.2307/2991857 · Cited by 2,443
Sullivan, L. E. (2009) · The SAGE Glossary of the Social and Behavioral Sciences · doi:10.4135/9781412972024.n747 · Cited by 2,442
The Diffusion of Innovations among the American States
Walker, J. L. (1969) · American Political Science Review · doi:10.1017/s0003055400258644 · Cited by 2,357
The Evolution of E‐Government among Municipalities: Rhetoric or Reality?
Moon, M. J. (2002) · Public Administration Review · doi:10.1111/0033-3352.00196 · Cited by 1,984
Regression analysis of multivariate incomplete failure time data by modeling marginal distributions
Wei, L. J., Lin, D. Y., & Weissfeld, L. (1989) · Journal of the American Statistical Association · doi:10.1080/01621459.1989.10478873 · Cited by 1,868
Hinkemeyer, M. T. (1971) · The Clearing House A Journal of Educational Strategies Issues and Ideas · doi:10.1080/00098655.1971.11478291 · Cited by 1,852
State Lottery Adoptions as Policy Innovations: An Event History Analysis
Berry, F. S., & Berry, W. D. (1990) · American Political Science Review · doi:10.2307/1963526 · Cited by 1,689
Measuring Citizen and Government Ideology in the American States, 1960-93
Berry, W. D., Ringquist, E. J., Fording, R. C., & Hanson, R. L. (1998) · American Journal of Political Science · doi:10.2307/2991759 · Cited by 1,593
Peterson, P. E. (1981) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226922645.001.0001 · Cited by 1,589
Research works printed but not linked: 9
- Brandeis Louis Dembitz, 1932, Dissenting Opinion, New State Ice Co. v. Liebmann
- Chriqui Jamie F., 2000, Restricting Minors' Access to Tobacco Products: An Examination of State Legislation and Policy Innovation
- 10.1001/jama.273.10.805 · DOI
- 10.2307/2575080 · DOI
- Peterson Paul E., 1990, Welfare Magnets: A New Case for a National Standard
- Purlee Scott, 1995, Driving Influences: Operators Now Use Travel Time to Tally Potential Customers, Restaurants and Institutions, 105, 33
- 10.1002/j.2325-8012.2004.tb00605.x · DOI
- Tanyeri Dana, 2007, So Who Is Your Customer Anyway?, Restaurant Business, 106, 26
- 10.2307/1954434 · DOI
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Metadata
- Authors
- Shipan, C. R., & Volden, C.
- Affiliations
- University of Michigan (US)
- The Ohio State University (US)
- Corresponding author
- Shipan, Charles R.
- Volden, Craig
- Venue
- American Journal of Political Science
- Publisher
- Wiley
- Published
- 2008-09-29
- Volume
- 52
- Issue
- 4
- Pages
- 840-857
- ISSN
- 0092-5853 (ISSN-L)
- 1540-5907
- OpenAlex
- W1986486185
- Cited by
- 1,369
- References
- 63
- Citations by year
- 2026: 133 · 2025: 114 · 2024: 103 · 2023: 104 · 2022: 94 · 2021: 130 · 2020: 94 · 2019: 96 · 2018: 69 · 2017: 68 · 2016: 75 · 2015: 81 · 2014: 57 · 2013: 40 · 2012: 40
- FWCI
- 142.92
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Journal of Political Science (publishedVersion)
- Topics
- Social Sciences › Political Science and International Relations › Policy Transfer and Learning
- Social Sciences › Political Science and International Relations › Electoral Systems and Political Participation
- Social Sciences › Decision Sciences › Management Science and Operations Research › Innovation Diffusion and Forecasting
- Keywords
- policy diffusion, anti-smoking policy, smoking bans, cities, market competition, imitation, state coercion, city size, diffusion mechanism
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