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   	<dc:title>A new strategic approach for R&amp;D project portfolio selection using efficiency-uncertainty maps</dc:title>
   	<dc:creator>Namazi, Mehdi</dc:creator>
   	<dc:creator>Tavana, Madjid</dc:creator>
   	<dc:creator>Mohammadi, Emran</dc:creator>
   	<dc:creator>Bonyadi Naeini, Ali</dc:creator>
   	<dc:subject>Business and International Management</dc:subject>
   	<dc:subject>Strategy and Management</dc:subject>
   	<dc:description>&lt;jats:sec&gt;&lt;jats:title content-type=&quot;abstract-subheading&quot;&gt;Purpose&lt;/jats:title&gt;&lt;jats:p&gt;New business practices and the globalization of markets force firms to take innovation as the fundamental pillar of their competitive strategy. Research and Development (R&amp;amp;D) plays a vital role in innovation. As technology advances and product life cycles become shorter, firms rely on R&amp;amp;D as a strategy to invigorate innovation. R&amp;amp;D project portfolio selection is a complex and challenging task. Despite the management&apos;s efforts to implement the best project portfolio selection practices, many projects continue to fail or miss their target. The problem is that selecting R&amp;amp;D projects requires a deep understanding of strategic vision and technical capabilities. However, many decision-makers lack technological insight or strategic vision. This article aims to provide a method to capitalize on the expertise of R&amp;amp;D professionals to assist managers in making informed and effective decisions. It also provides a framework for aligning the portfolio of R&amp;amp;D projects with the organizational vision and mission.&lt;/jats:p&gt;&lt;/jats:sec&gt;&lt;jats:sec&gt;&lt;jats:title content-type=&quot;abstract-subheading&quot;&gt;Design/methodology/approach&lt;/jats:title&gt;&lt;jats:p&gt;This article proposes a new strategic approach for R&amp;amp;D project portfolio selection using efficiency-uncertainty maps.&lt;/jats:p&gt;&lt;/jats:sec&gt;&lt;jats:sec&gt;&lt;jats:title content-type=&quot;abstract-subheading&quot;&gt;Findings&lt;/jats:title&gt;&lt;jats:p&gt;The proposed strategy plane helps decision-makers align R&amp;amp;D project portfolios with their strategies to combine a strategic view and numerical analysis in this research. The proposed strategy plane consists of four areas: Exploitation Zone, Challenge Zone, Desperation Zone and Discretion Zone. Mapping the project into this strategic plane would help decision-makers align their project portfolio according to the corporate perspectives.&lt;/jats:p&gt;&lt;/jats:sec&gt;&lt;jats:sec&gt;&lt;jats:title content-type=&quot;abstract-subheading&quot;&gt;Originality/value&lt;/jats:title&gt;&lt;jats:p&gt;The new approach combines the efficiency and uncertainty dimensions in portfolio selection into an integrated framework that: (i) provides a complete representation of the stochastic decision-making processes, (ii) models the endogenous uncertainty inherent in the project selection process and (iii) proposes a computationally practical and visually unique solution procedure for classifying desirable and undesirable R&amp;amp;D projects.&lt;/jats:p&gt;&lt;/jats:sec&gt;</dc:description>
   	<dc:publisher>Emerald</dc:publisher>
   	<dc:date>2023</dc:date>
   	<dc:type>info:eu-repo/semantics/article</dc:type>
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   	<dc:type>text</dc:type>
   	<dc:type>http://purl.org/coar/resource_type/c_6501</dc:type>
   	<dc:identifier>https://ris.uni-paderborn.de/record/53232</dc:identifier>
   	<dc:source>Namazi M, Tavana M, Mohammadi E, Bonyadi Naeini A. A new strategic approach for R&amp;#38;D project portfolio selection using efficiency-uncertainty maps. &lt;i&gt;Benchmarking: An International Journal&lt;/i&gt;. 2023;30(10):4193-4220. doi:&lt;a href=&quot;https://doi.org/10.1108/bij-02-2022-0129&quot;&gt;10.1108/bij-02-2022-0129&lt;/a&gt;</dc:source>
   	<dc:language>eng</dc:language>
   	<dc:relation>info:eu-repo/semantics/altIdentifier/doi/10.1108/bij-02-2022-0129</dc:relation>
   	<dc:relation>info:eu-repo/semantics/altIdentifier/issn/1463-5771</dc:relation>
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