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Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis. <i>Journal of the Knowledge Economy</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s13132-023-01634-w\">10.1007/s13132-023-01634-w</a>","mla":"Santos-Arteaga, Francisco J., et al. “Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis.” <i>Journal of the Knowledge Economy</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s13132-023-01634-w\">10.1007/s13132-023-01634-w</a>.","chicago":"Santos-Arteaga, Francisco J., Debora Di Caprio, and Madjid Tavana. “Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis.” <i>Journal of the Knowledge Economy</i>, 2023. <a href=\"https://doi.org/10.1007/s13132-023-01634-w\">https://doi.org/10.1007/s13132-023-01634-w</a>.","short":"F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, Journal of the Knowledge Economy (2023).","ieee":"F. J. Santos-Arteaga, D. Di Caprio, and M. Tavana, “Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis,” <i>Journal of the Knowledge Economy</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s13132-023-01634-w\">10.1007/s13132-023-01634-w</a>.","apa":"Santos-Arteaga, F. J., Di Caprio, D., &#38; Tavana, M. (2023). Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis. <i>Journal of the Knowledge Economy</i>. <a href=\"https://doi.org/10.1007/s13132-023-01634-w\">https://doi.org/10.1007/s13132-023-01634-w</a>"},"publication":"Journal of the Knowledge Economy"},{"user_id":"51811","doi":"10.1111/exsy.13395","_id":"54184","language":[{"iso":"eng"}],"publisher":"Wiley","publication_status":"published","date_updated":"2024-05-11T12:39:56Z","author":[{"last_name":"Tavana","first_name":"Madjid","full_name":"Tavana, Madjid","id":"31858"},{"last_name":"Sohrabi","first_name":"Mahsa","full_name":"Sohrabi, Mahsa"},{"last_name":"Rezaei","first_name":"Homa","full_name":"Rezaei, Homa"},{"full_name":"Sorooshian, Shahryar","first_name":"Shahryar","last_name":"Sorooshian"},{"full_name":"Mina, Hassan","last_name":"Mina","first_name":"Hassan"}],"publication_identifier":{"issn":["0266-4720","1468-0394"]},"title":"A sustainable circular supply chain network design model for electric vehicle battery production using internet of things and big data","status":"public","year":"2023","department":[{"_id":"277"}],"type":"journal_article","date_created":"2024-05-11T12:27:08Z","citation":{"bibtex":"@article{Tavana_Sohrabi_Rezaei_Sorooshian_Mina_2023, title={A sustainable circular supply chain network design model for electric vehicle battery production using internet of things and big data}, DOI={<a href=\"https://doi.org/10.1111/exsy.13395\">10.1111/exsy.13395</a>}, journal={Expert Systems}, publisher={Wiley}, author={Tavana, Madjid and Sohrabi, Mahsa and Rezaei, Homa and Sorooshian, Shahryar and Mina, Hassan}, year={2023} }","ama":"Tavana M, Sohrabi M, Rezaei H, Sorooshian S, Mina H. A sustainable circular supply chain network design model for electric vehicle battery production using internet of things and big data. <i>Expert Systems</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1111/exsy.13395\">10.1111/exsy.13395</a>","mla":"Tavana, Madjid, et al. “A Sustainable Circular Supply Chain Network Design Model for Electric Vehicle Battery Production Using Internet of Things and Big Data.” <i>Expert Systems</i>, Wiley, 2023, doi:<a href=\"https://doi.org/10.1111/exsy.13395\">10.1111/exsy.13395</a>.","short":"M. Tavana, M. Sohrabi, H. Rezaei, S. Sorooshian, H. Mina, Expert Systems (2023).","chicago":"Tavana, Madjid, Mahsa Sohrabi, Homa Rezaei, Shahryar Sorooshian, and Hassan Mina. “A Sustainable Circular Supply Chain Network Design Model for Electric Vehicle Battery Production Using Internet of Things and Big Data.” <i>Expert Systems</i>, 2023. <a href=\"https://doi.org/10.1111/exsy.13395\">https://doi.org/10.1111/exsy.13395</a>.","ieee":"M. Tavana, M. Sohrabi, H. Rezaei, S. Sorooshian, and H. Mina, “A sustainable circular supply chain network design model for electric vehicle battery production using internet of things and big data,” <i>Expert Systems</i>, 2023, doi: <a href=\"https://doi.org/10.1111/exsy.13395\">10.1111/exsy.13395</a>.","apa":"Tavana, M., Sohrabi, M., Rezaei, H., Sorooshian, S., &#38; Mina, H. (2023). A sustainable circular supply chain network design model for electric vehicle battery production using internet of things and big data. <i>Expert Systems</i>. <a href=\"https://doi.org/10.1111/exsy.13395\">https://doi.org/10.1111/exsy.13395</a>"},"publication":"Expert Systems"},{"user_id":"51811","doi":"10.1007/s00500-023-09497-8","_id":"54185","publisher":"Springer Science and Business Media LLC","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-05-11T12:39:54Z","title":"A hesitant fuzzy group decision-making framework with data credibility and strategic evaluations","year":"2023","status":"public","author":[{"id":"31858","full_name":"Tavana, Madjid","first_name":"Madjid","last_name":"Tavana"},{"last_name":"Keikha","first_name":"Abazar","full_name":"Keikha, Abazar"},{"full_name":"Santos-Arteaga, Francisco J.","last_name":"Santos-Arteaga","first_name":"Francisco J."}],"publication_identifier":{"issn":["1432-7643","1433-7479"]},"type":"journal_article","department":[{"_id":"277"}],"date_created":"2024-05-11T12:27:56Z","publication":"Soft Computing","citation":{"mla":"Tavana, Madjid, et al. “A Hesitant Fuzzy Group Decision-Making Framework with Data Credibility and Strategic Evaluations.” <i>Soft Computing</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s00500-023-09497-8\">10.1007/s00500-023-09497-8</a>.","bibtex":"@article{Tavana_Keikha_Santos-Arteaga_2023, title={A hesitant fuzzy group decision-making framework with data credibility and strategic evaluations}, DOI={<a href=\"https://doi.org/10.1007/s00500-023-09497-8\">10.1007/s00500-023-09497-8</a>}, journal={Soft Computing}, publisher={Springer Science and Business Media LLC}, author={Tavana, Madjid and Keikha, Abazar and Santos-Arteaga, Francisco J.}, year={2023} }","ama":"Tavana M, Keikha A, Santos-Arteaga FJ. A hesitant fuzzy group decision-making framework with data credibility and strategic evaluations. <i>Soft Computing</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s00500-023-09497-8\">10.1007/s00500-023-09497-8</a>","ieee":"M. Tavana, A. Keikha, and F. J. Santos-Arteaga, “A hesitant fuzzy group decision-making framework with data credibility and strategic evaluations,” <i>Soft Computing</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s00500-023-09497-8\">10.1007/s00500-023-09497-8</a>.","apa":"Tavana, M., Keikha, A., &#38; Santos-Arteaga, F. J. (2023). A hesitant fuzzy group decision-making framework with data credibility and strategic evaluations. <i>Soft Computing</i>. <a href=\"https://doi.org/10.1007/s00500-023-09497-8\">https://doi.org/10.1007/s00500-023-09497-8</a>","short":"M. Tavana, A. Keikha, F.J. Santos-Arteaga, Soft Computing (2023).","chicago":"Tavana, Madjid, Abazar Keikha, and Francisco J. Santos-Arteaga. “A Hesitant Fuzzy Group Decision-Making Framework with Data Credibility and Strategic Evaluations.” <i>Soft Computing</i>, 2023. <a href=\"https://doi.org/10.1007/s00500-023-09497-8\">https://doi.org/10.1007/s00500-023-09497-8</a>."}},{"type":"journal_article","department":[{"_id":"277"}],"date_created":"2024-05-11T12:23:48Z","publication":"Annals of Operations Research","citation":{"chicago":"Tavana, Madjid, Arash Khalili Nasr, Francisco J. Santos-Arteaga, Esmaeel Saberi, and Hassan Mina. “An Optimization Model with a Lagrangian Relaxation Algorithm for Artificial Internet of Things-Enabled Sustainable Circular Supply Chain Networks.” <i>Annals of Operations Research</i>, 2023. <a href=\"https://doi.org/10.1007/s10479-023-05219-3\">https://doi.org/10.1007/s10479-023-05219-3</a>.","short":"M. Tavana, A. Khalili Nasr, F.J. Santos-Arteaga, E. Saberi, H. Mina, Annals of Operations Research (2023).","apa":"Tavana, M., Khalili Nasr, A., Santos-Arteaga, F. J., Saberi, E., &#38; Mina, H. (2023). An optimization model with a lagrangian relaxation algorithm for artificial internet of things-enabled sustainable circular supply chain networks. <i>Annals of Operations Research</i>. <a href=\"https://doi.org/10.1007/s10479-023-05219-3\">https://doi.org/10.1007/s10479-023-05219-3</a>","ieee":"M. Tavana, A. Khalili Nasr, F. J. Santos-Arteaga, E. Saberi, and H. Mina, “An optimization model with a lagrangian relaxation algorithm for artificial internet of things-enabled sustainable circular supply chain networks,” <i>Annals of Operations Research</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s10479-023-05219-3\">10.1007/s10479-023-05219-3</a>.","ama":"Tavana M, Khalili Nasr A, Santos-Arteaga FJ, Saberi E, Mina H. An optimization model with a lagrangian relaxation algorithm for artificial internet of things-enabled sustainable circular supply chain networks. <i>Annals of Operations Research</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s10479-023-05219-3\">10.1007/s10479-023-05219-3</a>","bibtex":"@article{Tavana_Khalili Nasr_Santos-Arteaga_Saberi_Mina_2023, title={An optimization model with a lagrangian relaxation algorithm for artificial internet of things-enabled sustainable circular supply chain networks}, DOI={<a href=\"https://doi.org/10.1007/s10479-023-05219-3\">10.1007/s10479-023-05219-3</a>}, journal={Annals of Operations Research}, publisher={Springer Science and Business Media LLC}, author={Tavana, Madjid and Khalili Nasr, Arash and Santos-Arteaga, Francisco J. and Saberi, Esmaeel and Mina, Hassan}, year={2023} }","mla":"Tavana, Madjid, et al. “An Optimization Model with a Lagrangian Relaxation Algorithm for Artificial Internet of Things-Enabled Sustainable Circular Supply Chain Networks.” <i>Annals of Operations Research</i>, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1007/s10479-023-05219-3\">10.1007/s10479-023-05219-3</a>."},"user_id":"51811","doi":"10.1007/s10479-023-05219-3","publisher":"Springer Science and Business Media LLC","_id":"54180","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-05-11T12:40:02Z","status":"public","title":"An optimization model with a lagrangian relaxation algorithm for artificial internet of things-enabled sustainable circular supply chain networks","year":"2023","author":[{"id":"31858","full_name":"Tavana, Madjid","last_name":"Tavana","first_name":"Madjid"},{"last_name":"Khalili Nasr","first_name":"Arash","full_name":"Khalili Nasr, Arash"},{"full_name":"Santos-Arteaga, Francisco J.","first_name":"Francisco J.","last_name":"Santos-Arteaga"},{"last_name":"Saberi","first_name":"Esmaeel","full_name":"Saberi, Esmaeel"},{"first_name":"Hassan","last_name":"Mina","full_name":"Mina, Hassan"}],"publication_identifier":{"issn":["0254-5330","1572-9338"]}},{"department":[{"_id":"277"}],"type":"journal_article","keyword":["Business and International Management","Strategy and Management"],"date_created":"2024-04-04T14:03:24Z","abstract":[{"text":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose</jats:title><jats:p>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;D) plays a vital role in innovation. As technology advances and product life cycles become shorter, firms rely on R&amp;D as a strategy to invigorate innovation. R&amp;D project portfolio selection is a complex and challenging task. Despite the management'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;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;D professionals to assist managers in making informed and effective decisions. It also provides a framework for aligning the portfolio of R&amp;D projects with the organizational vision and mission.</jats:p></jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design/methodology/approach</jats:title><jats:p>This article proposes a new strategic approach for R&amp;D project portfolio selection using efficiency-uncertainty maps.</jats:p></jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings</jats:title><jats:p>The proposed strategy plane helps decision-makers align R&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.</jats:p></jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality/value</jats:title><jats:p>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;D projects.</jats:p></jats:sec>","lang":"eng"}],"issue":"10","publication":"Benchmarking: An International Journal","doi":"10.1108/bij-02-2022-0129","language":[{"iso":"eng"}],"intvolume":"        30","publication_status":"published","date_updated":"2024-05-28T09:31:36Z","publication_identifier":{"issn":["1463-5771"]},"author":[{"first_name":"Mehdi","last_name":"Namazi","full_name":"Namazi, Mehdi"},{"id":"31858","last_name":"Tavana","first_name":"Madjid","full_name":"Tavana, Madjid"},{"full_name":"Mohammadi, Emran","first_name":"Emran","last_name":"Mohammadi"},{"last_name":"Bonyadi Naeini","first_name":"Ali","full_name":"Bonyadi Naeini, Ali"}],"title":"A new strategic approach for R&D project portfolio selection using efficiency-uncertainty maps","year":"2023","citation":{"bibtex":"@article{Namazi_Tavana_Mohammadi_Bonyadi Naeini_2023, title={A new strategic approach for R&#38;D project portfolio selection using efficiency-uncertainty maps}, volume={30}, DOI={<a href=\"https://doi.org/10.1108/bij-02-2022-0129\">10.1108/bij-02-2022-0129</a>}, 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} }","ama":"Namazi M, Tavana M, Mohammadi E, Bonyadi Naeini A. A new strategic approach for R&#38;D project portfolio selection using efficiency-uncertainty maps. <i>Benchmarking: An International Journal</i>. 2023;30(10):4193-4220. doi:<a href=\"https://doi.org/10.1108/bij-02-2022-0129\">10.1108/bij-02-2022-0129</a>","mla":"Namazi, Mehdi, et al. “A New Strategic Approach for R&#38;D Project Portfolio Selection Using Efficiency-Uncertainty Maps.” <i>Benchmarking: An International Journal</i>, vol. 30, no. 10, Emerald, 2023, pp. 4193–220, doi:<a href=\"https://doi.org/10.1108/bij-02-2022-0129\">10.1108/bij-02-2022-0129</a>.","chicago":"Namazi, Mehdi, Madjid Tavana, Emran Mohammadi, and Ali Bonyadi Naeini. “A New Strategic Approach for R&#38;D Project Portfolio Selection Using Efficiency-Uncertainty Maps.” <i>Benchmarking: An International Journal</i> 30, no. 10 (2023): 4193–4220. <a href=\"https://doi.org/10.1108/bij-02-2022-0129\">https://doi.org/10.1108/bij-02-2022-0129</a>.","short":"M. Namazi, M. Tavana, E. Mohammadi, A. Bonyadi Naeini, Benchmarking: An International Journal 30 (2023) 4193–4220.","ieee":"M. Namazi, M. Tavana, E. Mohammadi, and A. Bonyadi Naeini, “A new strategic approach for R&#38;D project portfolio selection using efficiency-uncertainty maps,” <i>Benchmarking: An International Journal</i>, vol. 30, no. 10, pp. 4193–4220, 2023, doi: <a href=\"https://doi.org/10.1108/bij-02-2022-0129\">10.1108/bij-02-2022-0129</a>.","apa":"Namazi, M., Tavana, M., Mohammadi, E., &#38; Bonyadi Naeini, A. (2023). A new strategic approach for R&#38;D project portfolio selection using efficiency-uncertainty maps. <i>Benchmarking: An International Journal</i>, <i>30</i>(10), 4193–4220. <a href=\"https://doi.org/10.1108/bij-02-2022-0129\">https://doi.org/10.1108/bij-02-2022-0129</a>"},"volume":30,"user_id":"51811","_id":"53232","publisher":"Emerald","page":"4193-4220","status":"public"},{"file_date_updated":"2023-03-14T13:44:07Z","publication":"Energy Systems","citation":{"mla":"Burmeister, Sascha Christian, and Guido Schryen. “Distribution Network Optimization: Predicting Computation Times to Design Scenario Analysis for Network Operators.” <i>Energy Systems</i>, Springer, 2023, doi:<a href=\"https://doi.org/10.1007/s12667-023-00572-5\">10.1007/s12667-023-00572-5</a>.","ama":"Burmeister SC, Schryen G. Distribution Network Optimization: Predicting computation times to design scenario analysis for network operators. <i>Energy Systems</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/s12667-023-00572-5\">10.1007/s12667-023-00572-5</a>","bibtex":"@article{Burmeister_Schryen_2023, title={Distribution Network Optimization: Predicting computation times to design scenario analysis for network operators}, DOI={<a href=\"https://doi.org/10.1007/s12667-023-00572-5\">10.1007/s12667-023-00572-5</a>}, journal={Energy Systems}, publisher={Springer}, author={Burmeister, Sascha Christian and Schryen, Guido}, year={2023} }","apa":"Burmeister, S. C., &#38; Schryen, G. (2023). Distribution Network Optimization: Predicting computation times to design scenario analysis for network operators. <i>Energy Systems</i>. <a href=\"https://doi.org/10.1007/s12667-023-00572-5\">https://doi.org/10.1007/s12667-023-00572-5</a>","ieee":"S. C. Burmeister and G. Schryen, “Distribution Network Optimization: Predicting computation times to design scenario analysis for network operators,” <i>Energy Systems</i>, 2023, doi: <a href=\"https://doi.org/10.1007/s12667-023-00572-5\">10.1007/s12667-023-00572-5</a>.","chicago":"Burmeister, Sascha Christian, and Guido Schryen. “Distribution Network Optimization: Predicting Computation Times to Design Scenario Analysis for Network Operators.” <i>Energy Systems</i>, 2023. <a href=\"https://doi.org/10.1007/s12667-023-00572-5\">https://doi.org/10.1007/s12667-023-00572-5</a>.","short":"S.C. Burmeister, G. Schryen, Energy Systems (2023)."},"type":"journal_article","department":[{"_id":"277"}],"oa":"1","file":[{"content_type":"application/pdf","file_id":"43022","date_updated":"2023-03-14T13:44:07Z","relation":"main_file","file_size":1521348,"access_level":"open_access","file_name":"s12667-023-00572-5.pdf","date_created":"2023-03-14T13:44:07Z","creator":"hsiemes"}],"date_created":"2023-02-17T09:44:49Z","date_updated":"2023-04-26T14:38:43Z","has_accepted_license":"1","year":"2023","status":"public","title":"Distribution Network Optimization: Predicting computation times to design scenario analysis for network operators","author":[{"first_name":"Sascha Christian","last_name":"Burmeister","full_name":"Burmeister, Sascha Christian","id":"32685"},{"first_name":"Guido","last_name":"Schryen","full_name":"Schryen, Guido","id":"72850"}],"user_id":"61579","doi":"10.1007/s12667-023-00572-5","ddc":["000"],"_id":"42179","publisher":"Springer","language":[{"iso":"eng"}]},{"has_accepted_license":"1","status":"public","volume":157,"user_id":"72850","ddc":["000"],"_id":"44361","citation":{"chicago":"Schryen, Guido, and Martina Sperling. “Literature Reviews in Operations Research: A New Taxonomy and a Meta Review.” <i>Computers &#38; Operations Research</i> 157, no. 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