Demand uncertainty, product differentiation, and entry timing under spatial competition
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- Ebina, Takeshi & Matsushima, Noriaki & Nishide, Katsumasa, 2022. "Demand uncertainty, product differentiation, and entry timing under spatial competition," European Journal of Operational Research, Elsevier, vol. 303(1), pages 286-297.
References listed on IDEAS
- Kuno J.M. Huisman & Peter M. Kort, 2015.
"Strategic capacity investment under uncertainty,"
RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 376-408, June.
- Huisman, K.J.M. & Kort, P.M., 2013. "Strategic Capacity Investment Under uncertainty," Discussion Paper 2013-003, Tilburg University, Center for Economic Research.
- Huisman, K.J.M. & Kort, P.M., 2013. "Strategic Capacity Investment Under uncertainty," Other publications TiSEM d8f47e8c-1550-4a51-b0fb-3, Tilburg University, School of Economics and Management.
- Bier, Vicki & Gutfraind, Alexander, 2019. "Risk analysis beyond vulnerability and resilience – characterizing the defensibility of critical systems," European Journal of Operational Research, Elsevier, vol. 276(2), pages 626-636.
- Ilan Lobel & Jigar Patel & Gustavo Vulcano & Jiawei Zhang, 2016. "Optimizing Product Launches in the Presence of Strategic Consumers," Management Science, INFORMS, vol. 62(6), pages 1778-1799, June.
- Qiaowei Shen, 2014. "A Dynamic Model of Entry and Exit in a Growing Industry," Marketing Science, INFORMS, vol. 33(5), pages 712-724, September.
- Hyunho Kim & Konstantinos Serfes, 2006.
"A Location Model With Preference For Variety,"
Journal of Industrial Economics, Wiley Blackwell, vol. 54(4), pages 569-595, December.
- Konstantinos Serfes & Hyunho Kim, 2004. "A Location Model with Preference for Variety," Econometric Society 2004 North American Summer Meetings 127, Econometric Society.
- S. Sajeesh & Jagmohan S. Raju, 2010. "Positioning and Pricing in a Variety Seeking Market," Management Science, INFORMS, vol. 56(6), pages 949-961, June.
- Enrico Pennings, 2004.
"Optimal Pricing And Quality Choice When Investment In Quality Is Irreversible,"
Journal of Industrial Economics, Wiley Blackwell, vol. 52(4), pages 569-589, December.
- Enrico Pennings, "undated". "Optimal pricing and quality choice when investment in quality is irreversible," Working Papers 206, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Gabszewicz, Jean Jaskold & Thisse, Jacques-Francois, 1986.
"On the Nature of Competition with Differentiated Products,"
Economic Journal, Royal Economic Society, vol. 96(381), pages 160-172, March.
- GABSZEWICZ, Jean J. & THISSE, Jacques-François, 1986. "On the nature of competition with differentiated products," LIDAM Reprints CORE 685, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Lambertini, Luca, 1997. "Unicity of the equilibrium in the unconstrained Hotelling model," Regional Science and Urban Economics, Elsevier, vol. 27(6), pages 785-798, November.
- Lambertini, Luca, 2002.
"Equilibrium locations in a spatial model with sequential entry in real time,"
Regional Science and Urban Economics, Elsevier, vol. 32(1), pages 47-58, January.
- L. Lambertini, 1998. "Equilibrium Locations in A Spatial Model With Sequential Entry in Real Time," Working Papers 326, Dipartimento Scienze Economiche, Universita' di Bologna.
- Helen Weeds, 2002.
"Strategic Delay in a Real Options Model of R&D Competition,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(3), pages 729-747.
- Weeds, H., 2000. "Strategic Delay in a Real Optimna Model of R&D Competition," The Warwick Economics Research Paper Series (TWERPS) 576, University of Warwick, Department of Economics.
- Takeshi Ebina & Noriaki Matsushima, 2017. "Product differentiation and entry timing in a continuous-time spatial competition model with vertical relations," ISER Discussion Paper 1009, Institute of Social and Economic Research, Osaka University.
- Mason, Robin & Weeds, Helen, 2010. "Investment, uncertainty and pre-emption," International Journal of Industrial Organization, Elsevier, vol. 28(3), pages 278-287, May.
- Huberts, N.F.D. & Dawid, H. & Huisman, K.J.M. & Kort, P.M., 2019. "Entry deterrence by timing rather than overinvestment in a strategic real options framework," European Journal of Operational Research, Elsevier, vol. 274(1), pages 165-185.
- Vidal Nunes, João Pedro & Ruas, João Pedro & Dias, José Carlos, 2020. "Early exercise boundaries for American-style knock-out options," European Journal of Operational Research, Elsevier, vol. 285(2), pages 753-766.
- Lages, Luis Filipe & Fernandes, Joana Cosme, 2005. "The SERPVAL scale: a multi-item instrument for measuring service personal values," Journal of Business Research, Elsevier, vol. 58(11), pages 1562-1572, November.
- Tabuchi, Takatoshi & Thisse, Jacques-Francois, 1995.
"Asymmetric equilibria in spatial competition,"
International Journal of Industrial Organization, Elsevier, vol. 13(2), pages 213-227.
- Tabuchi, T. & Thisse, J.-F., 1995. "Asymetric equilibria in spatial competition," LIDAM Reprints CORE 1151, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Ebina, Takeshi & Matsushima, Noriaki & Shimizu, Daisuke, 2015.
"Product differentiation and entry timing in a continuous time spatial competition model,"
European Journal of Operational Research, Elsevier, vol. 247(3), pages 904-913.
- Takeshi Ebina & Noriaki Matsushima & Daisuke Shimizu, 2014. "Product differentiation and entry timing in a continuous time spatial competition model," ISER Discussion Paper 0915, Institute of Social and Economic Research, Osaka University.
- Pennings, Enrico, 2017. "Real options with ex-post division of the surplus," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 200-206.
- Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
- Kong, Jean J. & Kwok, Yue Kuen, 2007. "Real options in strategic investment games between two asymmetric firms," European Journal of Operational Research, Elsevier, vol. 181(2), pages 967-985, September.
- Hwang, M. & Bronnenberg, B.J. & Thomadsen, R., 2010. "An empirical analysis of assortment similarities across U.S. supermarkets," Other publications TiSEM adc990b3-1d5b-4fab-8679-a, Tilburg University, School of Economics and Management.
- Tabuchi, Takatoshi, 2009.
"Self-organizing marketplaces,"
Journal of Urban Economics, Elsevier, vol. 66(3), pages 179-185, November.
- Takatoshi Tabuchi, 2009. "Self-organizing Marketplaces," CIRJE F-Series CIRJE-F-607, CIRJE, Faculty of Economics, University of Tokyo.
- Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
- Detemple, Jérôme & Laminou Abdou, Souleymane & Moraux, Franck, 2020.
"American step options,"
European Journal of Operational Research, Elsevier, vol. 282(1), pages 363-385.
- Jerôme Detemple & Souleymane Laminou Abdou & Franck Moraux, 2020. "American Step Options," Post-Print halshs-02283374, HAL.
- Chevalier-Roignant, Benoît & Flath, Christoph M. & Kort, Peter M. & Trigeorgis, Lenos, 2021. "Capacity investment choices under cost heterogeneity and output flexibility in oligopoly," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1154-1173.
- Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
- Jeon, Haejun & Nishihara, Michi, 2018. "Optimal patent policy in the presence of vertical separation," European Journal of Operational Research, Elsevier, vol. 270(2), pages 682-697.
- Nishihara, Michi & Shibata, Takashi, 2021. "The effects of asset liquidity on dynamic sell-out and bankruptcy decisions," European Journal of Operational Research, Elsevier, vol. 288(3), pages 1017-1035.
- Timothy B. Folta & Jonathan P. O'Brien, 2004. "Entry in the presence of dueling options," Strategic Management Journal, Wiley Blackwell, vol. 25(2), pages 121-138, February.
- Chevalier-Roignant, Benoît & Flath, Christoph M. & Huchzermeier, Arnd & Trigeorgis, Lenos, 2011. "Strategic investment under uncertainty: A synthesis," European Journal of Operational Research, Elsevier, vol. 215(3), pages 639-650, December.
- Deeney, Peter & Cummins, Mark & Heintz, Katharina & Pryce, Mary T., 2021. "A real options based decision support tool for R&D investment: Application to CO2 recycling technology," European Journal of Operational Research, Elsevier, vol. 289(2), pages 696-711.
- Rajeev K. Tyagi, 2000. "Sequential Product Positioning Under Differential Costs," Management Science, INFORMS, vol. 46(7), pages 928-940, July.
- Nielsen, Martin J., 2002. "Competition and irreversible investments," International Journal of Industrial Organization, Elsevier, vol. 20(5), pages 731-743, May.
- Decamps, Jean-Paul & Mariotti, Thomas, 2004. "Investment timing and learning externalities," Journal of Economic Theory, Elsevier, vol. 118(1), pages 80-102, September.
- Neven, Damien J., 1986.
"On Hotelling's competition with non-uniform customer distributions,"
Economics Letters, Elsevier, vol. 21(2), pages 121-126.
- Neven, D., 1985. "On hotelling’s competition with non uniform customer distributions," LIDAM Discussion Papers CORE 1985044, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Huisman, Kuno J. M. & Kort, Peter M., 2003.
"Strategic investment in technological innovations,"
European Journal of Operational Research, Elsevier, vol. 144(1), pages 209-223, January.
- Huisman, K.J.M. & Kort, P.M., 1998. "Strategic Investment in Technological Innovations," Other publications TiSEM 2019f108-688f-41f3-9baf-f, Tilburg University, School of Economics and Management.
- Huisman, K.J.M. & Kort, P.M., 1998. "Strategic Investment in Technological Innovations," Discussion Paper 1998-114, Tilburg University, Center for Economic Research.
- Huisman, K.J.M. & Kort, P.M., 2003. "Strategic investment in technological innovations," Other publications TiSEM 19205076-9017-44f3-8658-3, Tilburg University, School of Economics and Management.
- Giacomo Bonanno, 1987. "Location Choice, Product Proliferation and Entry Deterrence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 54(1), pages 37-45.
- Bart J. Bronnenberg & Vijay Mahajan, 2001. "Unobserved Retailer Behavior in Multimarket Data: Joint Spatial Dependence in Market Shares and Promotion Variables," Marketing Science, INFORMS, vol. 20(3), pages 284-299, October.
- Raphael Thomadsen, 2007. "Product Positioning and Competition: The Role of Location in the Fast Food Industry," Marketing Science, INFORMS, vol. 26(6), pages 792-804, 11-12.
- J. Miguel Villas-Boas, 2018. "A Dynamic Model of Repositioning," Marketing Science, INFORMS, vol. 37(2), pages 279-293, March.
- Thijssen, Jacco J.J., 2010. "Preemption in a real option game with a first mover advantage and player-specific uncertainty," Journal of Economic Theory, Elsevier, vol. 145(6), pages 2448-2462, November.
- Ferreira, Ricardo M. & Pereira, Paulo J., 2021. "A dynamic model for venture capitalists’ entry–exit investment decisions," European Journal of Operational Research, Elsevier, vol. 290(2), pages 779-789.
- Minha Hwang & Bart J. Bronnenberg & Raphael Thomadsen, 2010. "An Empirical Analysis of Assortment Similarities Across U.S. Supermarkets," Marketing Science, INFORMS, vol. 29(5), pages 858-879, 09-10.
- Grzegorz Pawlina & Peter M. Kort, 2006.
"Real Options in an Asymmetric Duopoly: Who Benefits from Your Competitive Disadvantage?,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(1), pages 1-35, March.
- Pawlina, G. & Kort, P.M., 2001. "Real Options in an Aymmetric Duopoly : Who Benefits from your Competitive Disadvantage," Discussion Paper 2001-95, Tilburg University, Center for Economic Research.
- Pawlina, G. & Kort, P.M., 2001. "Real Options in an Aymmetric Duopoly : Who Benefits from your Competitive Disadvantage," Other publications TiSEM e997e0f6-3d0f-4cbe-b97a-c, Tilburg University, School of Economics and Management.
- Rodolphe Durand & Robert M. Grant & Tammy L. Madsen & Lenos Trigeorgis & Jeffrey J. Reuer, 2017. "Real options theory in strategic management," Strategic Management Journal, Wiley Blackwell, vol. 38(1), pages 42-63, January.
- James W. Friedman & Jacques-Francois Thisse, 1993.
"Partial Collusion Fosters Minimum Product Differentiation,"
RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 631-645, Winter.
- FRIEDMAN, James W. & THISSE, Jacques-François, 1993. "Partial collusion fosters minimum product differentiation," LIDAM Reprints CORE 1070, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Noriaki Matsushima, 2009.
"Vertical Mergers And Product Differentiation,"
Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 812-834, December.
- Noriaki Matsushima, 2006. "Vertical mergers and product differentiation," Discussion Papers 2006-09, Kobe University, Graduate School of Business Administration.
- Driouchi, Tarik & Trigeorgis, Lenos & So, Raymond H.Y., 2020. "Individual antecedents of real options appraisal: The role of national culture and ambiguity," European Journal of Operational Research, Elsevier, vol. 286(3), pages 1018-1032.
- Kathleen Cleeren & Frank Verboven & Marnik G. Dekimpe & Katrijn Gielens, 2010.
"Intra- and Interformat Competition Among Discounters and Supermarkets,"
Marketing Science, INFORMS, vol. 29(3), pages 456-473, 05-06.
- Verboven, Frank & Cleeren, Kathleen & Dekimpe, Marnik & Gielens, Katrijn, 2008. "Intra- and Inter-Format Competition Among Discounters and Supermarkets," CEPR Discussion Papers 6964, C.E.P.R. Discussion Papers.
- Cortazar, Gonzalo & Naranjo, Lorenzo & Sainz, Felipe, 2021. "Optimal decision policy for real options under general Markovian dynamics," European Journal of Operational Research, Elsevier, vol. 288(2), pages 634-647.
- Silaghi, Florina & Sarkar, Sudipto, 2021. "Agency problems in public-private partnerships investment projects," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1174-1191.
- Lukas, Elmar & Thiergart, Sascha, 2019. "The interaction of debt financing, cash grants and the optimal investment policy under uncertainty," European Journal of Operational Research, Elsevier, vol. 276(1), pages 284-299.
- Alain Bensoussan & Benoît Chevalier-Roignant, 2019. "Sequential Capacity Expansion Options," Operations Research, INFORMS, vol. 67(1), pages 33-57, January.
- Neven, Damien J., 1987. "Endogenous sequential entry in a spatial model," International Journal of Industrial Organization, Elsevier, vol. 5(4), pages 419-434.
- Meagher, Kieron J. & Zauner, Klaus G., 2004. "Product differentiation and location decisions under demand uncertainty," Journal of Economic Theory, Elsevier, vol. 117(2), pages 201-216, August.
- Goto, Makoto & Nishide, Katsumasa & Takashima, Ryuta, 2017. "Leaders, followers, and equity risk premiums in booms and busts," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 207-220.
- Guthrie, Graeme, 2020. "Investment flexibility as a barrier to entry," Journal of Economic Dynamics and Control, Elsevier, vol. 116(C).
- Lai, Fu-Chuan & Tsai, Jyh-Fa, 2004. "Duopoly locations and optimal zoning in a small open city," Journal of Urban Economics, Elsevier, vol. 55(3), pages 614-626, May.
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This paper has been announced in the following NEP Reports:- NEP-COM-2018-07-30 (Industrial Competition)
- NEP-GEO-2018-07-30 (Economic Geography)
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