کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5103825 | 1480590 | 2017 | 18 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
NK model as a representation of innovative search
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کلمات کلیدی
موضوعات مرتبط
علوم انسانی و اجتماعی
مدیریت، کسب و کار و حسابداری
کسب و کار و مدیریت بین المللی
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چکیده انگلیسی
The process of innovation is frequently modeled as a bounded, iterative, trial-and-error search over a complex landscape using an NK model. An important question, however, is whether such theoretical approximation is consistent with empirical data. Prior work tested specific insights of the NK model while yielding mixed evidence. I examine how the full set of predictions generated by the NK model map onto observed empirical patterns while relying on commonly used patent-based measures of complexity. While the fit between the predictions and data is not perfect, I find that the ability of the NK model to capture innovative processes is better than previously thought. While doing so, I draw attention to potential boundary conditions for both the applicability of the model and usefulness of the measures. The study sheds new light on an important discussion within the field of innovation and technology management and helps to bridge the gap between the NK model and its empirical implementation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Research Policy - Volume 46, Issue 10, December 2017, Pages 1783-1800
Journal: Research Policy - Volume 46, Issue 10, December 2017, Pages 1783-1800
نویسندگان
Martin Ganco,