DocumentCode
461104
Title
Information Acquisition and Technology Adoption
Author
Ulu, Canan ; Smith, James
Author_Institution
Fuqua Sch. of Bus., Duke Univ., Durham, NC
Volume
4
fYear
2006
fDate
8-13 July 2006
Firstpage
1693
Lastpage
1693
Abstract
Summary form only given. We consider a discrete-time dynamic programming formulation of a technology adoption problem where a firm is offered a technology whose value is uncertain and possibly non-stationary. The firm can choose to adopt, reject or gather more information. After receiving the information, the firm updates beliefs in a Bayesian manner. We show that if the firm is more optimistic about the value of the technology, the optimal action moves towards adoption. Furthermore, if the precision of information increases, the firm obtains more value. These results hold without restricting the beliefs of the firm to a specific probability distribution; the ordering of distributions on "optimism" requires likelihood ratio dominance and the notions of "precision" uses Blackwell\´s notion of sufficiency
Keywords
Bayes methods; data acquisition; discrete time systems; dynamic programming; organisational aspects; statistical distributions; technology management; Bayesian manner; Blackwell notion of sufficiency; discrete-time dynamic programming formulation; firm; information acquisition; likelihood ratio dominance; probability distribution; technology adoption problem; Bayesian methods; Dynamic programming; Probability distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Technology Management for the Global Future, 2006. PICMET 2006
Conference_Location
Istanbul
Print_ISBN
1-890843-14-8
Type
conf
DOI
10.1109/PICMET.2006.296743
Filename
4077563
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