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This collection of articles brings to attention the commonalities between the application of measurement science for the assessment and assurance of human-centric robotics in a variety of application domains, including industry, education, and defense. This special issue draws specific attention to the use and impact of metrology toward the advancement of HRI technologies and algorithms, and it promotes the application of measurement science toward the benchmarking and replication of HRI research. Special attention is given to the use cases, data sets, test methodologies, measurement techniques, metrics, and statistical analyses used to evaluate system performance.<\/jats:p>","DOI":"10.1145\/3544303","type":"journal-article","created":{"date-parts":[[2022,9,2]],"date-time":"2022-09-02T12:10:34Z","timestamp":1662120634000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Introduction to the Special Issue on Test Methods for Human-Robot Teaming Performance Evaluations"],"prefix":"10.1145","volume":"11","author":[{"given":"Jeremy A.","family":"Marvel","sequence":"first","affiliation":[{"name":"U.S. National Institute of Standards and Technology, Gaithersburg, MD, USA"}]},{"given":"Shelly","family":"Bagchi","sequence":"additional","affiliation":[{"name":"U.S. National Institute of Standards and Technology, Gaithersburg, MD, USA"}]},{"given":"Megan","family":"Zimmerman","sequence":"additional","affiliation":[{"name":"U.S. National Institute of Standards and Technology, Gaithersburg, MD, USA"}]},{"given":"Murat","family":"Aksu","sequence":"additional","affiliation":[{"name":"U.S. National Institute of Standards and Technology, Gaithersburg, MD, USA"}]},{"given":"Brian","family":"Antonishek","sequence":"additional","affiliation":[{"name":"U.S. National Institute of Standards and Technology, Gaithersburg, MD, USA"}]},{"given":"Yue","family":"Wang","sequence":"additional","affiliation":[{"name":"Clemson University, Clemson, SC, USA"}]},{"given":"Ross","family":"Mead","sequence":"additional","affiliation":[{"name":"Semio, Los Angeles, CA, USA"}]},{"given":"Terry","family":"Fong","sequence":"additional","affiliation":[{"name":"U.S. National Aeronautics and Space Administration, Moffett Field, CA, USA"}]},{"given":"Heni Ben","family":"Amor","sequence":"additional","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}]}],"member":"320","published-online":{"date-parts":[[2022,9,2]]},"reference":[{"key":"e_1_3_1_2_1","volume-title":"Why Startups Fail: A New Roadmap for Entrepreneurial Success","author":"Eisenmann Tom","year":"2021","unstructured":"Tom Eisenmann. 2021. Why Startups Fail: A New Roadmap for Entrepreneurial Success. Currency."},{"key":"e_1_3_1_3_1","volume-title":"World Robotics Industrial Robots 2021","author":"(IFR) International Federation of Robotics","year":"2021","unstructured":"International Federation of Robotics (IFR). 2021a. World Robotics Industrial Robots 2021. Technical Report."},{"key":"e_1_3_1_4_1","volume-title":"World Robotics Service Robots 2021","author":"(IFR) International Federation of Robotics","year":"2021","unstructured":"International Federation of Robotics (IFR). 2021b. World Robotics Service Robots 2021. Technical Report."},{"key":"e_1_3_1_5_1","first-page":"644","volume-title":"Proceedings of the ACM\/IEEE International Conference on Human-Robot Interaction","author":"Zimmerman Megan","year":"2022","unstructured":"Megan Zimmerman, Shelly Bagchi, Jeremy Marvel, and Vinh Nguyen. 2022. An analysis of metrics and methods in research from human-robot interaction conferences, 2015\u20132021. 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