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• 2021

  How can we mitigate power imbalances in collaborative environmental governance? Examining the role of the village facilitation team approach observed in west Kalimantan, Indonesia

  Arai, Y., Maswadi, Oktoriana, S., Suharyani, A., Didik & Inoue, M., 2021 Apr 1, In: Sustainability (Switzerland). 13, 7, 3972.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural resources management 100%
  • environmental governance 78%
  • facilitation 67%
  • Developing countries 60%
  • Indonesia 49%

• How does the global network of research collaboration affect the quality of innovation?

  Iino, T., Inoue, H., Saito, Y. U. & Todo, Y., 2021 Jan, In: Japanese Economic Review. 72, 1, p. 5-48 44 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Research Collaboration 100%
  • Global Network 93%
  • Innovation 57%
  • Brokerage 29%
  • Patent Data 22%
  2 Citations (Scopus)

• How Do Users Revise Zero-Hit Product Search Queries?

  Amemiya, Y., Manabe, T., Fujita, S. & Sakai, T., 2021, Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Proceedings. Hiemstra, D., Moens, M-F., Mothe, J., Perego, R., Potthast, M. & Sebastiani, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 185-192 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12657 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hits 100%
  • Query 84%
  • Electronic Commerce 50%
  • Zero 43%
  • Strategy 15%

• How to Increase Users of Products, Services and Environments - Concept and Methods of Accessible Design

  Itoh, N., Kurakata, K. & Sagawa, K., 2021, Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021) - Volume II: Inclusive Design. Black, N. L., Neumann, W. P. & Noy, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 280-285 6 p. (Lecture Notes in Networks and Systems; vol. 220).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• How to Select and Use Tools? Active Perception of Target Objects Using Multimodal Deep Learning

  Saito, N., Ogata, T., Funabashi, S., Mori, H. & Sugano, S., 2021 Apr, In: IEEE Robotics and Automation Letters. 6, 2, p. 2517-2524 8 p., 9362222.

  Research output: Contribution to journal › Article › peer-review

  • Perception 100%
  • Learning 73%
  • Deep learning 72%
  • Target 69%
  • Robot 66%

• How to stimulate environmentally friendly consumption: Evidence from a nationwide social experiment in Japan to promote eco-friendly coffee

  Takahashi, R., 2021 Aug, In: Ecological Economics. 186, 107082.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Experiment 100%
  • Eco-friendly 80%
  • coffee 78%
  • Coffee 73%
  • consumption 45%

• Human behavior guidance methods in distributed virtual shopping malls

  Matsushima, Y., Gushima, K. & Nakajima, T., 2021 Mar 9, LifeTech 2021 - 2021 IEEE 3rd Global Conference on Life Sciences and Technologies. Institute of Electrical and Electronics Engineers Inc., p. 195-197 3 p. 9391887. (LifeTech 2021 - 2021 IEEE 3rd Global Conference on Life Sciences and Technologies).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • shopping center 100%
  • Shopping centers 97%
  • Virtualization 81%
  • Behavioral Economics 59%
  • Economics 49%

• Human plantar fascial dimensions and shear wave velocity change in vivo as a function of ankle and metatarsophalangeal joint positions

  Shiotani, H., Maruyama, N., Kurumisawa, K., Yamagishi, T. & Kawakami, Y., 2021, In: Journal of Applied Physiology. 130, 2, p. 390-399 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Metatarsophalangeal Joint 100%
  • Ankle Joint 85%
  • Fascia 81%
  • Ankle 31%
  • Elasticity 22%
  1 Citation (Scopus)

• Hybrid hinge structure with elastic hinge on self-folding of 4D printing using a fused deposition modeling 3D printer

  Yamamura, S. & Iwase, E., 2021 May, In: Materials and Design. 203, 109605.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Fused Deposition Modeling 100%
  • Hinges 79%
  • 3D printers 74%
  • Printing 72%
  • Shape 49%
  1 Citation (Scopus)

• Hybridization-gap formation and superconductivity in the pressure-induced semimetallic phase of the excitonic insulator Ta₂NiSe₅

  Matsubayashi, K., Okamura, H., Mizokawa, T., Katayama, N., Nakano, A., Sawa, H., Kaneko, T., Toriyama, T., Konishi, T., Ohta, Y., Arima, H., Yamanaka, R., Hisada, A., Okada, T., Ikemoto, Y., Moriwaki, T., Munakata, K., Nakao, A., Nohara, M., Lu, Y. & 2 others, Takagi, H. & Uwatoko, Y., 2021 Jul 1, In: journal of the physical society of japan. 90, 7, 074706.

  Research output: Contribution to journal › Article › peer-review

  • metalloids 100%
  • superconductivity 99%
  • insulators 86%
  • flat layers 44%
  • electrons 37%

• Hydrolysis of Methoxylated Nickel Hydroxide Leading to Single-Layer Ni(OH)₂Nanosheets

  Muramatsu, K., Kuroda, Y., Wada, H., Shimojima, A. & Kuroda, K., 2021 May 17, In: Inorganic Chemistry. 60, 10, p. 7094-7100 7 p.

  Research output: Contribution to journal › Article › peer-review

  • hydrolysis 100%
  • hydroxides 99%
  • Hydroxide 70%
  • nickel 70%
  • Hydrolysis 54%

• Hydrophilic Anthraquinone-Substituted Polymer: Its Environmentally Friendly Preparation and Efficient Charge/Proton-Storage Capability for Polymer-Air Secondary Batteries

  Oka, K., Murao, S., Kataoka, M., Nishide, H. & Oyaizu, K., 2021, (Accepted/In press) In: Macromolecules.

  Research output: Contribution to journal › Article › peer-review

  • Secondary batteries 100%
  • Protons 91%
  • Noble Gas Atom 81%
  • Oxidation-Reduction 74%
  • Polymers 55%

• Hyper-angle exploitative searching for enabling multi-objective optimization of fog computing

  Abdali, T. A. N., Hassan, R., Aman, A. H. M., Nguyen, Q. N. & Al-Khaleefa, A. S., 2021 Jan 2, In: Sensors (Switzerland). 21, 2, p. 1-28 28 p., 558.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Fog 100%
  • fog 91%
  • Fog computing 91%
  • Weather 87%
  • Multiobjective optimization 65%
  2 Citations (Scopus)

• Icing after eccentric contraction-induced muscle damage perturbs the disappearance of necrotic muscle fibers and phenotypic dynamics of macrophages in mice

  Kawashima, M., Kawanishi, N., Tominaga, T., Suzuki, K., Miyazaki, A., Nagata, I., Miyoshi, M., Miyakawa, M., Sakuraya, T., Sonomura, T. & Arakawa, T., 2021 May, In: Journal of Applied Physiology. 130, 5, p. 1410-1420 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Muscle Contraction 100%
  • Macrophages 67%
  • Muscles 58%
  • Regeneration 34%
  • Myogenic Regulatory Factors 22%
  1 Citation (Scopus)

• Identification of m⁶A-Associated RNA Binding Proteins Using an Integrative Computational Framework

  Zhang, Y. & Hamada, M., 2021 Mar 1, In: Frontiers in Genetics. 12, 625797.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • RNA-Binding Proteins 100%
  • Protein Binding 21%
  • N(6)-methyladenosine 11%
  • RNA 10%
  • Protein Domains 7%

• Identifying the Phishing Websites Using the Patterns of TLS Certificates

  Sakurai, Y., Watanabe, T., Okuda, T., Akiyama, M. & Mori, T., 2021, In: Journal of Cyber Security and Mobility. 10, 2, p. 451-486 36 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Websites 100%
  • World Wide Web 19%
  • Monitoring 10%
  • Transparency 10%
  • Internet 6%

• Identifying typologies of diurnal patterns in desk-based workers’ sedentary time

  Kurosawa, S., Shibata, A., Ishii, K., Koohsari, M. J. & Oka, K., 2021 Apr, In: PloS one. 16, 4 April 2021, e0248304.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Occupational Groups 100%
  • Sedentary Behavior 27%
  • Cluster Analysis 22%
  • Workplace 12%
  • Income 10%

• IEEE Access Special Section Editorial: Lightweight Security and Provenance for Internet of Health Things

  Tariq, M., Sato, T., Srivastava, G., Marojevic, V. & Goldenbaum, M., 2021, In: IEEE Access. 9, p. 67501-67503 3 p., 9428627.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

• Image defogging framework using segmentation and the dark channel prior

  Anan, S., Khan, M. I., Kowsar, M. M. S., Deb, K., Dhar, P. K. & Koshiba, T., 2021 Mar, In: Entropy. 23, 3, p. 1-21 21 p., 285.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Segmentation 100%
  • sky 65%
  • Color 59%
  • Framework 47%
  • Fog 45%

• Immediate action effects motivate actions based on the stimulus–response relationship

  Tanaka, T., Watanabe, K. & Tanaka, K., 2021 Jan, In: Experimental Brain Research. 239, 1, p. 67-78 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Brain 100%
  1 Citation (Scopus)

• Immersive audio system based on 2.5D local sound field synthesis using high-speed 1-bit signal

  Kurokawa, K., Ikeda, Y., Osaka, N. & Oikawa, Y., 2021, International Workshop on Advanced Imaging Technology, IWAIT 2021. Nakajima, M., Kim, J-G., Lie, W-N. & Kemao, Q. (eds.). SPIE, 117661J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11766).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Audio systems 100%
  • Acoustic fields 92%
  • High Speed 88%
  • sound fields 77%
  • Sound 68%

• Immobilization of target-bound aptamer on field effect transistor biosensor to improve sensitivity for detection of uncharged cortisol

  Hayashi, H., Toyama, R., Takibuchi, R., Hideshima, S., Kuroiwa, S., Kaneko, N., Horii, K., Ohashi, K., Momma, T. & Osaka, T., 2021 Mar 5, In: Electrochemistry. 89, 2, p. 134-137 4 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cortisol 100%
  • Biosensors 72%
  • Field effect transistors 63%
  • Field Effect 58%
  • Biomolecules 41%
  1 Citation (Scopus)

• Impact of a Japanese Incentivization Program to Increase End-of-Life Care Outside of Hospitals

  Sato, M., Tamiya, N., Jin, X., Watanabe, T., Takahashi, H. & Noguchi, H., 2021 Feb, In: Journal of the American Medical Directors Association. 22, 2, p. 329-333 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Terminal Care 100%
  • death 61%
  • Long-Term Care Insurance 33%
  • long-term care insurance 27%
  • Independent Living 22%
  1 Citation (Scopus)

• Impact of domestic travel restrictions on transmission of COVID-19 infection using public transportation network approach

  Murano, Y., Ueno, R., Shi, S., Kawashima, T., Tanoue, Y., Tanaka, S., Nomura, S., Shoji, H., Shimizu, T., Nguyen, H., Miyata, H., Gilmour, S. & Yoneoka, D., 2021 Dec, In: Scientific reports. 11, 1, 3109.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Infections 100%
  • Japan 86%
  • Pandemics 55%
  • Information Storage and Retrieval 47%
  • Viruses 34%
  1 Citation (Scopus)

• Impact of New Public Management on the Efficiency of Japanese Museums^*

  Taniguchi, M., 2021 Mar, In: Asian Economic Journal. 35, 1, p. 76-95 20 p.

  Research output: Contribution to journal › Article › peer-review

  • New Public Management 100%
  • museum 60%
  • Managers 54%
  • manager 41%
  • efficiency 41%

• Impact of regional difference in recovery rate on the total population of infected for a diffusive sis model

  Inoue, J. & Kuto, K., 2021 Apr 2, In: Mathematics. 9, 8, 888.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Reproduction number 100%
  • Recovery 76%
  • Spatial Heterogeneity 56%
  • Reaction-diffusion Model 47%
  • Logistic Equation 47%

• Impact of Regulatory Burdens on International Trade

  Nabeshima, K. & Obashi, A., 2021 Mar, In: Journal of The Japanese and International Economies. 59, 101120.

  Research output: Contribution to journal › Article › peer-review

  • world trade 100%
  • Burden 85%
  • International Trade 81%
  • Regulatory requirements 40%
  • Gravity Equation 32%
  1 Citation (Scopus)

• Impact of university reform on research performance aggregated and disaggregated across research fields: a case study of the partial privatization of Japanese National Universities

  Kikuchi, Y., 2021, (Accepted/In press) In: Japanese Economic Review.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Partial Privatization 100%
  • Research Performance 87%
  • Field Research 69%
  • Private Universities 34%
  • University Research 20%

• Impacts of additional compliance requirements of regulations on the margins of trade

  Nabeshima, K., Obashi, A. & Kim, K., 2021 Sep, In: Japan and The World Economy. 59, 101088.

  Research output: Contribution to journal › Article › peer-review

  • Intensive Margin 100%
  • Margin 93%
  • Burden 92%
  • Extensive Margin 65%
  • regulation 63%

• Impacts of anticancer drug parity laws on mortality rates

  Shen, Y. & Noguchi, H., 2021 Mar, In: Social Science and Medicine. 272, 113714.

  Research output: Contribution to journal › Article › peer-review

  • Drug Legislation 100%
  • Parity 76%
  • Mortality Rate 71%
  • mortality 54%
  • drug 43%

• Impacts of REDD+ activities on reduction in greenhouse gas emissions in northern Lao People’s Democratic Republic

  Hiratsuka, M., Bounithiphonh, C., Sichanthongthip, P., Toda, M., Kobayashi, N., Hashiguchi, H. & Phongoudome, C., 2021, (Accepted/In press) In: Journal of Forest Research.

  Research output: Contribution to journal › Article › peer-review

  • Laos 100%
  • greenhouse gas emissions 89%
  • villages 74%
  • village 67%
  • ethnic group 52%

• Implementation of computer simulation to assess flow diversion treatment outcomes: Systematic review and meta-analysis

  Zhang, M., Tupin, S., Anzai, H., Kohata, Y., Shojima, M., Suzuki, K., Okamoto, Y., Tanaka, K., Yagi, T., Fujimura, S. & Ohta, M., 2021 Feb 1, In: Journal of NeuroInterventional Surgery. 13, 2, p. 164-170 7 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Computer Simulation 100%
  • Stents 90%
  • Meta-Analysis 79%
  • Systematic Reviews 78%
  • Hemodynamics 39%
  4 Citations (Scopus)

• Implementing Rat-Like Motion for a Small-Sized Biomimetic Robot Based on Extraction of Key Movement Joints

  Shi, Q., Gao, Z., Jia, G., Li, C., Huang, Q., Ishii, H., Takanishi, A. & Fukuda, T., 2021 Jun, In: IEEE Transactions on Robotics. 37, 3, p. 747-762 16 p., 9263360.

  Research output: Contribution to journal › Article › peer-review

  • Biomimetics 100%
  • Rats 98%
  • Robots 53%
  • Robotics 46%
  • Animals 19%
  2 Citations (Scopus)

• Imposing accurate wall boundary conditions in corrective-matrix-based moving particle semi-implicit method for free surface flow

  Duan, G., Matsunaga, T., Yamaji, A., Koshizuka, S. & Sakai, M., 2021 Jan, In: International Journal for Numerical Methods in Fluids. 93, 1, p. 148-175 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Free Surface Flow 100%
  • Semi-implicit 89%
  • Implicit Method 81%
  • Free Surface 63%
  • Boundary conditions 55%
  3 Citations (Scopus)

• Improved sensitivity of interferometric gravitational-wave detectors to ultralight vector dark matter from the finite light-traveling time

  Morisaki, S., Fujita, T., Michimura, Y., Nakatsuka, H. & Obata, I., 2021 Mar 18, In: Physical Review D. 103, 5, L051702.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • gravitational waves 100%
  • dark matter 89%
  • detectors 56%
  • LIGO (observatory) 54%
  • sensitivity 25%
  1 Citation (Scopus)

• Improving Diagnosis Estimation by Considering the Periodic Span of the Life Cycle Based on Personal Health Data

  Tago, K., Nishimura, S., Ogihara, A. & Jin, Q., 2021 Feb 15, In: Big Data Research. 23, 100176.

  Research output: Contribution to journal › Article › peer-review

  • Personal Health 100%
  • Life Cycle 79%
  • Life cycle 63%
  • Health 53%
  • Dimension Reduction 23%

• Improving Text Classification Using Knowledge in Labels

  Zhang, C. & Yamana, H., 2021 Mar 5, 2021 IEEE 6th International Conference on Big Data Analytics, ICBDA 2021. Institute of Electrical and Electronics Engineers Inc., p. 193-197 5 p. 9403092. (2021 IEEE 6th International Conference on Big Data Analytics, ICBDA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Text Classification 100%
  • Labels 49%
  • Key Words 31%
  • Hidden Information 20%

• Incorporating transportation mode decisions into production-shipping planning: Considering shipping consolidation

  Huang, Q., Ohmori, S. & Yoshimoto, K., 2021, In: Operations and Supply Chain Management. 14, 1, p. 62-72 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mixed Mode 100%
  • Production Planning 98%
  • Consolidation 92%
  • Shipping 67%
  • Planning 56%

• Increase in foot arch asymmetry after full marathon completion

  Fukano, M., Nakagawa, K., Inami, T., Higashihara, A., Iizuka, S., Narita, T., Maemichi, T., yoshimura, A., Yamaguchi, S. & Iso, S., 2021, (Accepted/In press) In: Journal of sports sciences.

  Research output: Contribution to journal › Article › peer-review

  • Foot 100%
  • Posture 19%
  • Linear Models 15%
  • Regression Analysis 13%

• Increasing meal frequency in isoenergetic conditions does not affect body composition change and appetite during weight gain in Japanese athletes

  Taguchi, M., Hara, A., Murata, H., Torii, S. & Sako, T., 2021 Mar, In: International journal of sport nutrition and exercise metabolism. 31, 2, p. 109-114 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Appetite 100%
  • Body Composition 94%
  • Weight Gain 87%
  • Athletes 87%
  • Meals 86%

• Indirect calorimetry of metabolic rate in college-age Japanese subjects during various office activities

  Nomoto, A., Hisayama, R., Yoda, S., Akimoto, M., Ogata, M., Tsutsumi, H. & Tanabe, S. I., 2021 Jul 15, In: Building and Environment. 199, 107909.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Calorimetry 100%
  • calorimetry 79%
  • office 78%
  • Metabolic 62%
  • Thermal comfort 55%

• Indirect trade and direct trade: Evidence from Japanese firm transaction data

  Ito, T. & Saito, Y. U., 2021 Feb, In: World Economy. 44, 2, p. 444-461 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Transaction Data 100%
  • Japanese Firms 95%
  • transaction 79%
  • firm 66%
  • Import 62%

• Industrial decarbonization under Japan’s national mitigation scenarios: a multi-model analysis

  Ju, Y., Sugiyama, M., Kato, E., Matsuo, Y., Oshiro, K. & Silva Herran, D., 2021 Mar, In: Sustainability Science. 16, 2, p. 411-427 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • model analysis 100%
  • Industry 78%
  • Japan 70%
  • mitigation 66%
  • scenario 62%
  3 Citations (Scopus)

• Inequality in the treatment of diabetes and hypertension across residency status in China

  Aizawa, T., 2021, In: Ethnicity and Health. 26, 4, p. 512-529 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Diabetes 100%
  • hypertension 95%
  • Hypertension 95%
  • Internship and Residency 79%
  • chronic illness 75%
  4 Citations (Scopus)

• Influence of Edge Waves on Tsunami Characteristics along Kujukuri Beach, Japan

  Koyano, K., Takabatake, T., Esteban, M. & Shibayama, T., 2021 Jan 1, In: Journal of Waterway, Port, Coastal and Ocean Engineering. 147, 1, 04020049.

  Research output: Contribution to journal › Article › peer-review

  • edge wave 100%
  • Tsunamis 88%
  • Beaches 87%
  • tsunami 65%
  • Earthquakes 57%

• Influence of engine torque fluctuations on performance characteristics of pumps mounted on vehicles

  Kawahara, T., Takamiya, H., Motono, H., Hotta, Y. & Miyagawa, K., 2021 May 25, In: Journal of Physics: Conference Series. 1909, 1, 012067.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • vehicles 100%
  • engines 99%
  • torque 95%
  • pumps 71%
  • performance 44%

• Influence of Forward Skew Blade Angle on Positive Slope Characteristics of Mixed Flow Pumps

  Ikuta, A., Nitta, N., Miyagawa, K., Shinozuka, Y. & Tomimatsu, S., 2021 May 25, In: Journal of Physics: Conference Series. 1909, 1, 012076.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • multiphase flow 100%
  • blades 83%
  • pressure heads 64%
  • slopes 61%
  • pumps 58%

• Influence of lit emergency signs and illuminated settings on walking speeds in smoky corridors

  Fujii, K., Sano, T. & Ohmiya, Y., 2021 Mar, In: Fire Safety Journal. 120, 103026.

  Research output: Contribution to journal › Article › peer-review

  • corridors 100%
  • emergencies 89%
  • walking 88%
  • Smoke 77%
  • Fire 74%
  2 Citations (Scopus)

• Influence of Retweeting on the Behaviors of Social Networking Service Users

  Yan, Y., Toriumi, F. & Sugawara, T., 2021, Complex Networks and Their Applications IX - Volume 1, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020. Benito, R. M., Cherifi, C., Cherifi, H., Moro, E., Rocha, L. M. & Sales-Pardo, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 671-682 12 p. (Studies in Computational Intelligence; vol. 943).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Experiments 100%

• Information technology tool use frequency in new product development: The effect of stage-specific use frequency on performance

  Durmusoglu, S. S. & Kawakami, T., 2021 Feb, In: Industrial Marketing Management. 93, p. 250-258 9 p.

  Research output: Contribution to journal › Article › peer-review

  • New Product Development 100%
  • Performance 41%
  • Commercialization 31%
  • Champions 29%
  • Effect Size 20%