The DOI matches its Crossref record; 44 of the 44 references it cites were found in a registry or an index.
Computer Mediated Transactions
Abstract
Every now and then a set of technologies becomes available that sets off a period of “combinatorial innovation. ” Think of standardized mechanical parts in the 1800s, the gasoline engine in the early 1900s, electronics in the 1920s, integrated circuits in the 1970s, and the internet in the last decade or so. The component parts of these technologies can be combined and recombined by innovators to create new devices and applications. Since these innovators are working in parallel with similar components, it is common to see simultaneous invention. There are many well-known examples, such as the electric light, the airplane, the automobile, and the telephone. Many scholars have described such periods of innovation, using terms such as “recombinant growth, ” “general purpose technologies, ” “cumulative synthesis” and “clusters of innovation. ” 1 The internet and the web are wonderful examples of combinatorial innovation. In the last 15 years we have seen a huge proliferation of web applications, all built from a basic set of component technologies. The internet itself was a rather unlikely innovation; I like to describe it as a “lab experiment that got loose. ” Since the internet arose from the research community rather than the private sector, it had no obvious business model. Other public computer networks, such as AOL, CompuServe, and Minitel, generally used a subscription models, but were centrally controlled and offered little scope for innovation at the user level. The internet won out over these alternatives, precisely because it offered a flexible set of component technologies which encouraged combinatorial innovation.
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An Introduction to the Bootstrap
Efron, B., & Tibshirani, R. J. (1994) · doi:10.1201/9780429246593 · Cited by 40,500
The Elements of Statistical Learning
Hastie, T., Tibshirani, R., & Friedman, J. (2009) · Springer Series in Statistics · doi:10.1007/978-0-387-84858-7 · Cited by 25,970
The Elements of Statistical Learning
Hastie, T., Friedman, J., & Tibshirani, R. (2001) · Springer Series in Statistics · doi:10.1007/978-0-387-21606-5 · Cited by 24,162
(2019) · AEA Papers and Proceedings · doi:10.1257/pandp.109.612 · Cited by 10,902
Above the Clouds: A Berkeley View of Cloud Computing
Armbrust, M., Fox, A., Griffith, R., Joseph, A. D., Katz, R. H., Konwinski, A., Lee, G., Patterson, D. A., Rabkin, A., Stoica, I. G., et al. (2009) · Cited by 5,796
Resnick, P., & Varian, H. R. (1997) · Communications of the ACM · doi:10.1145/245108.245121 · Cited by 3,772
Self-citationGeneral purpose technologies ‘Engines of growth’?
Bresnahan, T. F., & Trajtenberg, M. (1995) · Journal of Econometrics · doi:10.1016/0304-4076(94)01598-t · Cited by 2,879
The Theory and Practice of Revenue Management
Talluri, K. T., & Van Ryzin, G. J. (2004) · International Series in Operations Research & Management Science · doi:10.1007/b139000 · Cited by 2,243
The Private and Social Value of Information and the Reward to Inventive Activity
HIRSHLEIFER, J. (1978) · Uncertainty in Economics · doi:10.1016/b978-0-12-214850-7.50038-3 · Cited by 1,571
Edelman, B., Ostrovsky, M., & Schwarz, M. (2007) · American Economic Review · doi:10.1257/aer.97.1.242 · Cited by 1,567
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Metadata
- Authors
- Varian, H. R.
- Venue
- American Economic Review
- Publisher
- American Economic Association
- Published
- 2010-05-01
- Volume
- 100
- Issue
- 2
- Pages
- 1-10
- ISSN
- 0002-8282 (ISSN-L)
- OpenAlex
- W2014906121
- Cited by
- 318
- References
- 44
- FWCI
- 41.20
- Type
- journal article
- Language
- en
- Open access
- closed
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