The DOI matches its Crossref record; 11 of the 11 references it cites were found in a registry or an index.
Optimal Investment in Product-Flexible Manufacturing Capacity
Abstract
This paper presents a model and an analysis of the cost-flexibility tradeoffs involved in investing in product-flexible manufacturing capacity. Flexible capacity provides a firm with the ability to respond to a wide variety of future demand outcomes, but at the expense of the increased cost of acquiring flexible manufacturing capacity, as compared with dedicated or nonflexible capacity. We formulate the product-flexible manufacturing capacity investment decision as a two-stage stochastic program. In the first stage, the firm must make its investment decision in manufacturing capacity, before the resolution of uncertainty in product demand. In the second stage, after demand for products are known, the firm implements its production decisions, constrained by the first-stage investments. The main contributions of this paper are threefold. First, we develop a model of the firm's flexible manufacturing investment decision that conceptually captures some of the key characteristics of this complex decision problem. Second, with the aid of the model, we characterize the necessary and sufficient conditions for a firm to invest in flexible capacity to protect efficiently against uncertainty in demand for all of its products. Third, we explore the sensitivity of the firm's optimal capacity investment decision to key problem components, namely to the cost of flexible and nonflexible production capacity, to the underlying distribution of product demand, and to the level of risk.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Increasing risk: I. A definition
Rothschild, M., & Stiglitz, J. E. (1970) · Journal of Economic Theory · doi:10.1016/0022-0531(70)90038-4 · Cited by 3,829
Inside the Black Box: Technology and Economics
Kohli, U., & Rosenberg, N. (1984) · Southern Economic Journal · doi:10.2307/1058352 · Cited by 1,922
Irreversible Investment, Capacity Choice and the Value of the Firm
Pindyck, R. S., & Pindyck, R. S. (1986) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.275412 · Cited by 1,296
Time to build, option value, and investment decisions
Majd, S., & Pindyck, R. S. (1987) · Journal of Financial Economics · doi:10.1016/0304-405x(87)90059-6 · Cited by 902
Jaikumar, R. (1986) · Harvard business review · Cited by 748
Production and Distribution in the Short Run
Stigler, G. (1939) · Journal of Political Economy · doi:10.1086/255387 · Cited by 507
Flexible Manufacturing Systems: A Review of Analytical Models
Buzacott, J. A., & Yao, D. D. W. (1986) · Management Science · doi:10.1287/mnsc.32.7.890 · Cited by 463
Duality in quadratic programming
Dorn, W. S. (1960) · Quarterly of Applied Mathematics · doi:10.1090/qam/112751 · Cited by 259
Flexible manufacturing systems
Yilmaz, O. S., & Davis, R. P. (1987) · Engineering Management International · doi:10.1016/0167-5419(87)90006-8 · Cited by 258
Financial, economic and strategic issues concerning the decision to invest in advanced automation
Kulatilaka, N. (1984) · International Journal of Production Research · doi:10.1080/00207548408942514 · Cited by 67
Cited by
Operating Flexibility, Global Manufacturing, and the Option Value of a Multinational Network
Kogut, B., & Kulatilaka, N. (1994) · Management Science · doi:10.1287/mnsc.40.1.123 · Cited by 1,131
Metadata
- Authors
- Fine, C. H., & Freund, R. M.
- Venue
- Management Science
- Published
- 1990-04
- Volume
- 36
- Issue
- 4
- Pages
- 449-466
- ISSN
- 0025-1909 (ISSN-L)
- 1526-5501
- OpenAlex
- W2120762929
- Cited by
- 438
- References
- 11
- FWCI
- 26.34
- Type
- journal article
- Language
- en
- Open access
- closed
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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Optimal Investment in Product-Flexible Manufacturing Capacity. https://app.cochat.ai/papers/10.1287/mnsc.36.4.449
- The paper
- Fine, C. H., & Freund, R. M. (1990). Optimal Investment in Product-Flexible Manufacturing Capacity. Management Science. https://doi.org/10.1287/mnsc.36.4.449
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.