The DOI matches its Crossref record; 38 of the 38 references it cites were found in a registry or an index.
Reliance on science: Worldwide front‐page patent citations to scientific articles
Open accessAbstract
Research summary: To what extent do firms rely on basic science in their R&D efforts? Several scholars have sought to answer this and related questions, but progress has been impeded by the difficulty of matching unstructured references in patents to published papers. We introduce an open‐access dataset of references from the front pages of patents granted worldwide to scientific papers published since 1800. Each patent‐paper linkage is assigned a confidence score, which is characterized in a random sample by false negatives versus false positives. All matches are available for download at http://relianceonscience.org . We outline several avenues for strategy research enabled by these new data. Managerial summary: To what extent do firms rely on basic science in their R&D efforts? Several scholars have sought to answer this and related questions, but progress has been impeded by the difficulty of matching unstructured references in patents to published papers. We introduce an open‐access dataset of references from the front pages of patents granted worldwide to scientific papers published since 1800. Each patent‐paper linkage is assigned a confidence score, and we check a random sample of these confidence scores by hand in order to estimate both coverage (i.e., of the matches we should have found, what percentage did we find) and accuracy (i.e., of the matches we found, what percentage are correct). We outline several avenues for strategy research enabled by these new data.
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Citations
Cites
Innovation and Learning: The Two Faces of R & D
Cohen, W. M., & Levinthal, D. A. (1989) · The Economic Journal · doi:10.2307/2233763 · Cited by 7,530
SOMETHING OLD, SOMETHING NEW: A LONGITUDINAL STUDY OF SEARCH BEHAVIOR AND NEW PRODUCT INTRODUCTION.
Katila, R., & Ahuja, G. (2002) · Academy of Management Journal · doi:10.2307/3069433 · Cited by 3,640
Links and Impacts: The Influence of Public Research on Industrial R&D
Cohen, W. M., Nelson, R. R., & Walsh, J. P. (2002) · Management Science · doi:10.1287/mnsc.48.1.1.14273 · Cited by 2,269
Science as a map in technological search
Fleming, L., & Sorenson, O. (2004) · Strategic Management Journal · doi:10.1002/smj.384 · Cited by 1,370
Absorptive Capacity, Coauthoring Behavior, and the Organization of Research in Drug Discovery
Cockburn, I. M., & Henderson, R. M. (1998) · The Journal of Industrial Economics · doi:10.1111/1467-6451.00067 · Cited by 1,197
Mobility, Skills, and the Michigan Non-Compete Experiment
Marx, M., Strumsky, D., & Fleming, L. (2009) · Management Science · doi:10.1287/mnsc.1080.0985 · Cited by 698
Self-citationGittelman, M., & Kogut, B. (2003) · Management Science · doi:10.1287/mnsc.49.4.366.14420 · Cited by 684
An Overview of Microsoft Academic Service (MAS) and Applications
Sinha, A., Shen, Z., Song, Y., Ma, H., Eide, D., Hsu, B.-J. (., & Wang, K. (2015) · Proceedings of the 24th International Conference on World Wide Web · doi:10.1145/2740908.2742839 · Cited by 658
Markets for Technology and their Implications for Corporate Strategy
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Bias against novelty in science: A cautionary tale for users of bibliometric indicators
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Cited by
Patent Quality: Towards a Systematic Framework for Analysis and Measurement
Higham, K., de Rassenfosse, G., & Jaffe, A. B. (2021) · Research Policy · doi:10.1016/j.respol.2021.104215 · Cited by 293
Public use and public funding of science
Yin, Y., Dong, Y., Wang, K., Wang, D., & Jones, B. F. (2022) · Nature Human Behaviour · doi:10.1038/s41562-022-01397-5 · Cited by 123
Hill, R., Yin, Y., Stein, C., Wang, X., Wang, D., & Jones, B. F. (2025) · Nature · doi:10.1038/s41586-025-09048-1 · Cited by 41
Metadata
- Authors
- Marx, M., & Fuegi, A.
- Venue
- Strategic Management Journal
- Publisher
- Wiley
- Published
- 2020-04-16
- Volume
- 41
- Issue
- 9
- Pages
- 1572-1594
- ISSN
- 0143-2095 (ISSN-L)
- 1097-0266
- OpenAlex
- W2936032879
- Cited by
- 266
- References
- 38
- FWCI
- 26.69
- Type
- journal article
- Language
- en
- Open access
- hybrid
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.
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.
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- CoChat. (2026). Citation check: Reliance on science: Worldwide front‐page patent citations to scientific articles. https://app.cochat.ai/papers/10.1002/smj.3145
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- Marx, M., & Fuegi, A. (2020). Reliance on science: Worldwide front‐page patent citations to scientific articles. Strategic Management Journal. https://doi.org/10.1002/smj.3145
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.