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<titleInfo><title>A new strategic approach for R&amp;D project portfolio selection using efficiency-uncertainty maps</title></titleInfo>


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<name type="personal">
  <namePart type="given">Mehdi</namePart>
  <namePart type="family">Namazi</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Madjid</namePart>
  <namePart type="family">Tavana</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">31858</identifier></name>
<name type="personal">
  <namePart type="given">Emran</namePart>
  <namePart type="family">Mohammadi</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Ali</namePart>
  <namePart type="family">Bonyadi Naeini</namePart>
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<abstract lang="eng">&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;</abstract>

<originInfo><publisher>Emerald</publisher><dateIssued encoding="w3cdtf">2023</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<subject><topic>Business and International Management</topic><topic>Strategy and Management</topic>
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<relatedItem type="host"><titleInfo><title>Benchmarking: An International Journal</title></titleInfo>
  <identifier type="issn">1463-5771</identifier><identifier type="doi">10.1108/bij-02-2022-0129</identifier>
<part><detail type="volume"><number>30</number></detail><detail type="issue"><number>10</number></detail><extent unit="pages">4193-4220</extent>
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<ama>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;</ama>
<chicago>Namazi, Mehdi, Madjid Tavana, Emran Mohammadi, and Ali Bonyadi Naeini. “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; 30, no. 10 (2023): 4193–4220. &lt;a href=&quot;https://doi.org/10.1108/bij-02-2022-0129&quot;&gt;https://doi.org/10.1108/bij-02-2022-0129&lt;/a&gt;.</chicago>
<ieee>M. Namazi, M. Tavana, E. Mohammadi, and A. Bonyadi Naeini, “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;, vol. 30, no. 10, pp. 4193–4220, 2023, 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;.</ieee>
<apa>Namazi, M., Tavana, M., Mohammadi, E., &amp;#38; Bonyadi Naeini, A. (2023). 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;, &lt;i&gt;30&lt;/i&gt;(10), 4193–4220. &lt;a href=&quot;https://doi.org/10.1108/bij-02-2022-0129&quot;&gt;https://doi.org/10.1108/bij-02-2022-0129&lt;/a&gt;</apa>
<short>M. Namazi, M. Tavana, E. Mohammadi, A. Bonyadi Naeini, Benchmarking: An International Journal 30 (2023) 4193–4220.</short>
<mla>Namazi, Mehdi, et al. “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;, vol. 30, no. 10, Emerald, 2023, pp. 4193–220, 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;.</mla>
<bibtex>@article{Namazi_Tavana_Mohammadi_Bonyadi Naeini_2023, title={A new strategic approach for R&amp;#38;D project portfolio selection using efficiency-uncertainty maps}, volume={30}, 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;}, number={10}, journal={Benchmarking: An International Journal}, publisher={Emerald}, author={Namazi, Mehdi and Tavana, Madjid and Mohammadi, Emran and Bonyadi Naeini, Ali}, year={2023}, pages={4193–4220} }</bibtex>
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