Photo of Scarlett Miller

Scarlett Miller

Professor
Director of the Center for Research in Design and Innovation

Affiliation(s):

  • School of Engineering Design and Innovation
  • Engineering Design
  • Mechanical Engineering
  • Industrial and Manufacturing Engineering
  • College of Medicine

208 Engineering Design and Innovation Building

shm13@psu.edu

814-865-3161

Personal or Departmental Website

Google Scholar Profile

Research Areas:

Engineering Design; Human Factors/Ergonomics

Interest Areas:

Dr. Miller's research has three main thrusts: ergonomic product design, design cognition and human-computer interaction.

 
 

 

Education

  • BS, Industrial Engineering, University of Nebraska-Lincoln, 2006
  • MS, Industrial Engineering, University of Nebraska-Lincoln, 2007
  • Ph D, Industrial Engineering, University of Illinois at Urbana-Champaign, 2011

Publications

Journal Articles

  • Binyang Song, Scarlett Rae Miller and Faez Ahmed, 2023, "Attention-enhanced Multimodal Learning For Conceptual Design Evaluations", Journal of Mechanical Design, pp. 1--38
  • Jayant Mathur, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2023, "Effects of Immersion on Knowledge Gain and Cognitive Load in Additive Manufacturing Process Education", 3D Printing and Additive Manufacturing
  • Courtney Cole, Kathryn W Jablokow, Susan Mohammed and Scarlett Rae Miller, 2023, "The Impact of Gender on Individual Perceptions and Team Psychological Safety in Engineering Design Teams in Education", Journal of Mechanical Design, 145, (3), pp. 032303
  • Courtney Cole, Jacqueline Marhefka, Kathryn W Jablokow, Susan Mohammed, Sarah Ritter and Scarlett Rae Miller, 2023, "An Exploration of the Relationships Between Cognitive Style, Psychological Safety, and the Paradigm-Relatedness of Design Solutions in Engineering Design Teams in Education", Journal of Mechanical Design, 145, (7), pp. 072301
  • Rohan Prabhu, Timothy W Simpson, Scarlett Rae Miller and Nicholas A. Meisel, 2023, "Break it down: comparing the effects of lecture-and module-style design for additive manufacturing educational interventions on student designers’ learning and creativity", International Journal of Design Creativity and Innovation, pp. 1--24
  • Aditya Atul Gambhir and Scarlett Rae Miller, 2023, "IDENTIFYING INTER-RATER CONSISTENCY IN DESIGN AND CREATIVITY TASKS"
  • Rohan Prabhu, Timothy W Simpson, Scarlett Rae Miller, Stephanie Cutler and Nicholas A. Meisel, 2023, "Teaching designing for additive manufacturing: formulating educational interventions that encourage design creativity", 3D Printing and Additive Manufacturing, 10, (2), pp. 356--372
  • Kathryn W Jablokow, Susan Simkins, Sarah Ritter and Scarlett Rae Miller, 2022, "2 WHAT IS THE RELATIONSHIP BETWEEN PSYCHOLOGICAL SAFETY AND TEAM PRODUCTIVITY AND EFFECTIVENESS DURING CONCEPT DEVELOPMENT? AN EXPLORATION IN ENGINEERING DESIGN EDUCATION", AN EXPLORATION OF THE IMPACT OF PSYCHOLOGICAL SAFETY IN ENGINEERING DESIGN STUDENT TEAMS, pp. 29
  • Aoran Peng, Jessica Menold and Scarlett Rae Miller, 2022, "Crossing cultural borders: A case study of conceptual design outcomes of US and Moroccan student samples", Journal of Mechanical Design, 144, (3)
  • Rohan Prabhu, Timothy W Simpson, Scarlett Rae Miller and Nicholas A. Meisel, 2022, "Development and validity evidence investigation of a design for additive manufacturing self-efficacy scale", Research in Engineering Design, 33, (4), pp. 437--453
  • Kevin G Kearney, Elizabeth Starkey and Scarlett Rae Miller, 2022, "Digitizing Product Dissection: A Case Study on Augmented Reality and Animation in Engineering Education", Journal of Mechanical Design, 144, (8), pp. 082301
  • Dailen C Brown, Jessica M Gonzalez-Vargas, Haroula M Tzamaras, Elizabeth H Sinz, Philip K Ng, Michael X Yang, Sanjib D Adhikary, Scarlett Rae Miller and Jason Zachary Moore, 2022, "Evaluating the Impact of Assessment Metrics for Simulated Central Venous Catheterization Training", Simulation in Healthcare, pp. 10--1097
  • Jessica M Gonzalez-Vargas, Haroula M Tzamaras, Jason Martinez, Dailen C Brown, Jason Zachary Moore, David C Han, Elizabeth H Sinz, Philip Ng, Michael X Yang and Scarlett Rae Miller, 2022, "Going the (social) distance: Comparing the effectiveness of online versus in-person Internal Jugular Central Venous Catheterization procedural training", The American Journal of Surgery, 224, (3), pp. 903--907
  • Courtney Cole, Abigail O'Connell, Jacqueline Marhefka, Kathryn W Jablokow, Susan Mohammed, Sarah Ritter and Scarlett Rae Miller, 2022, "How long until we are psychologically safe.", Design Computing and Cognition
  • Kristen M Edwards, Aoran Peng, Scarlett Rae Miller and Faez Ahmed, 2022, "If a picture is worth 1000 words, is a word worth 1000 features for design metric estimation?", Journal of Mechanical Design, 144, (4)
  • Samuel T Hunter, Kayla Walters, Tin Nguyen, Caroline Manning and Scarlett Rae Miller, 2022, "Malevolent creativity and malevolent innovation: a critical but tenuous linkage", Creativity Research Journal, 34, (2), pp. 123--144
  • Rohan Prabhu, Timothy W Simpson, Scarlett Rae Miller and Nicholas A. Meisel, 2022, "Mastering manufacturing: exploring the influence of engineering designers' prior experience when using design for additive manufacturing", Journal of Engineering Design, 33, (5), pp. 366--387
  • Tin L Nguyen, Kayla N Walters, Alexis L d'Amato, Scarlett Rae Miller and Samuel T Hunter, 2022, "Target Personification Influences the Positive Emotional Link Between Generating and Implementing Malevolently Creative Ideas", Creativity Research Journal, pp. 1--16
  • Courtney Cole, Abigail O'Connell, Zibing Gong, Kathryn W Jablokow, Susan Mohammad, Sarah Ritter, Katie Heininger, Jacqueline Marhefka and Scarlett Rae Miller, 2022, "What Factors Impact Psychological Safety in Engineering Student Teams? A Mixed-Method Longitudinal Investigation", Journal of Mechanical Design, 144, (12), pp. 122302
  • Courtney Cole, Jacqueline Marhefka, Kathryn W Jablokow, Susan Mohammed, Sarah Ritter and Scarlett Rae Miller, 2022, "What Is the Relationship Between Psychological Safety and Team Productivity and Effectiveness During Concept Development? An Exploration in Engineering Design Education", Journal of Mechanical Design, 144, (11), pp. 112301
  • Mohammad Alsager Alzayed, Scarlett Rae Miller and Christopher McComb, 2021, "Empathic creativity: can trait empathy predict creative concept generation and selection?", AI EDAM, 35, (4), pp. 369--383
  • Samuel T Hunter, Tin Nguyen, Kayla Walters, Caroline Manning, Aoran Peng and Scarlett Rae Miller, 2021, "How Leaders Shape Innovation: A Seemingly Paradoxical Yet Necessary Endeavor", Journal of Character and Leadership Development, 8, (2)
  • Xuan Zheng and Scarlett Rae Miller, 2021, "Out in the field versus inside in the lab: a comparison of design professionals’ concept screening practices", Journal of Mechanical Design, 143, (4), pp. 041401
  • Douglas Ray Lindsay, Stacey Dietsch, Paul Jones, Sam Hunter, Tin Nguyen, Kayla Walters, Caroline Manning, Aoran Peng, Scarlett Rae Miller, Edward Brooks and others, 2021, "The Journal for Character \& Leadership Development, Vol. 8, Issue 2 Summer 2021", The Journal of Character \& Leadership Development, pp. 3--99
  • R. Prabhu, R. L. Leguarda, Scarlett Rae Miller, T. W. Simpson and N. A. Meisel, 2021, "Favoring Complexity: A Mixed Methods Exploration of Factors That Influence Concept Selection When Designing for Additive Manufacturing", Journal of Mechanical Design, 143, (10), pp. 102001
  • Mohammad Alsager Alzayed and Scarlett Rae Miller, 2021, "Factors Influencing Undergraduates’ Selection of an Engineering Discipline: A Case Study", International Journal of Engineering Education, 37, (2), pp. 482-496
  • Rohan Prabhu, Timothy W Simpson, Scarlett Rae Miller and Nicholas A. Meisel, 2021, "Fresh in My Mind! Investigating the effects of the order of presenting opportunistic and restrictive design for additive manufacturing content on students’ creativity", Journal of Engineering Design, pp. 1--26
  • Scarlett Rae Miller, Samuel T Hunter, Elizabeth Starkey, Sharath Ramachandran, Faez Ahmed and Mark Fuge, 2021, "How Should We Measure Creativity in Engineering Design? A Comparison Between Social Science and Engineering Approaches", Journal of Mechanical Design, 143, (3), pp. 031404
  • Mohammad Alsager Alzayed, Christopher McComb, Jessica Menold, Jacquelyn Huff and Scarlett Rae Miller, 2021, "Are you feeling me? An exploration of empathy development in engineering design education", Journal of Mechanical Design
  • Xuan Zheng and Scarlett Rae Miller, 2021, "Out in the field versus inside in the Lab: A Comparison of Design Professionals’ Concept Screening Practice", Journal of Mechanical Design
  • Faez Ahmed, Sharath Kumar Ramachandran, Mark Fuge, Sam Hunter and Scarlett Rae Miller, 2020, "Design Variety Measurement using Sharma-Mittal Entropy", 143, (6), pp. 14
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2020, "But Will It Build? Assessing Student Engineering Designers’ Use of Design for Additive Manufacturing Considerations in Design Outcomes", Journal of Mechanical Design, 142, (9)
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2020, "Teaching Design Freedom: Understanding the Effects of Variations in Design for Additive Manufacturing Education on Students’ Creativity", Journal of Mechanical Design, 142, (9)
  • Hong-En Chen, Cheyenne C Sonntag, Katelin A Mirkin, David F Pepley, David C Han, Jason Zachary Moore and Scarlett Rae Miller, 2020, "From the simulation center to the bedside: Validating the efficacy of a dynamic haptic robotic trainer in internal jugular central venous catheter placement", The American Journal of Surgery, 219
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2020, "Complex Solutions for Complex Problems? Exploring the Role of Design Task Choice on Learning, Design for Additive Manufacturing Use, and Creativity", Journal of Mechanical Design, 142, (3)
  • Elizabeth Starkey, Mohammad Alsager Alzayed, Samuel T Hunter and Scarlett Rae Miller, 2020, "Dissection Versus Incubation: The Within-Subject Effects of Product Dissection Activities on Design Variety", Journal of Mechanical Design, 142, (1)
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2020, "Exploring the Effects of Additive Manufacturing Education on Students' Engineering Design Process and its Outcomes", Journal of Mechanical Design, 142, (4)
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2020, "Built to win? Exploring the role of competitive environments on students’ creativity in design for additive manufacturing tasks", Journal of Engineering Design, pp. 1--31
  • Mohammad Alsager Alzayed, Christopher McComb, Samuel T Hunter and Scarlett Rae Miller, 2019, "Expanding the solution space in engineering design education: a simulation-based investigation of product dissection", Journal of Mechanical Design, 141, (3), pp. 032001
  • David F Pepley, Hong-En Chen, Yichun Tang, Sanjib Das Adhikary, Scarlett Rae Miller and Jason Zachary Moore, 2019, "Low-Cost Haptic Simulation Using Material Fracture", IEEE transactions on haptics, 12, (4), pp. 563-570
  • David F Pepley, Sanjib D Adhikary, Scarlett Rae Miller and Jason Zachary Moore, 2019, "Simulating Ultrasound Tissue Deformation Using Inverse Mapping", Journal of Computational and Nonlinear Dynamics, 14, (10)
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2019, "Fresh in My Mind! Investigating the effects of the order of presenting opportunistic and restrictive design for additive manufacturing content on students’ creativity."
  • Mohammad Alsager Alzayed, Christopher McComb, Samuel T Hunter and Scarlett Rae Miller, 2019, "Expanding the Solution Space in Engineering Design Education: A Simulation-Based Investigation of Product Dissection (DETC2018-85832)", Journal of Mechanical Design, 141
  • Christian E Lopez, Scarlett Rae Miller and Conrad S Tucker, 2019, "Exploring Biases Between Human and Machine Generated Designs", Journal of Mechanical Design, 141, (2), pp. 021104
  • Faez Ahmed, Sharath Kumar Ramachandran, Mark Fuge, Samuel T Hunter and Scarlett Rae Miller, 2019, "Interpreting Idea Maps: Pairwise comparisons reveal what makes ideas novel", Journal of Mechanical Design, 141, (2), pp. 021102
  • Xuan Zheng and Scarlett Rae Miller, 2019, "Is Ownership Bias Bad? The Influence of Idea Goodness and Creativity on Design Professionals Concept Selection Practices", Journal of Mechanical Design, 141, (2), pp. 021106
  • Elizabeth M Starkey, Jessica Menold and Scarlett Rae Miller, 2019, "When Are Designers Willing to Take Risks? How Concept Creativity and Prototype Fidelity Influence Perceived Risk", Journal of Mechanical Design, 141, (3), pp. 031104
  • Elizabeth M Starkey, Mohammad Alsager Alzayed, Samuel T Hunter and Scarlett Rae Miller, 2019, "Confidently Exploring the Solution Space: The Within-Subject Effects of Product Dissection on Design Variety and Creative Self-Efficacy", Journal of Mechanical Design
  • Mohammad Alsager Alzayed, Christopher McComb, Samuel T Hunter and Scarlett Rae Miller, 2019, "Helping Teams Expand the Breadth of Their Solution Space Through Product Dissection: A Simulation Based Investigation", Journal of Mechanical Design, pp. V003T04A003-V003T04A003
  • Hong-En Chen, Mary A Yovanoff, David F Pepley, Cheyenne C Sonntag, Katelin A Mirkin, David C Han, Jason Zachary Moore and Scarlett Rae Miller, 2019, "Can Haptic Simulators Distinguish Expert Performance? A Case Study in Central Venous Catheterization in Surgical Education", Simulation in healthcare: journal of the Society for Simulation in Healthcare, 14, (1), pp. 35
  • Christine Toh and Scarlett Rae Miller, 2019, "Does the preferences for creativity scale predict engineering students' ability to generate and select creative design alternatives?", Journal of Mechanical Design, 141, (6)
  • Hong-En Chen, Mary A Yovanoff, David F Pepley, Rohan S Prahbu, Cheyenne C Sonntag, David C Han, Jason Zachary Moore and Scarlett Rae Miller, 2019, "Evaluating surgical resident needle insertion skill gains in central venous catheterization training", Journal of Surgical Research, 233, pp. 351-359
  • Hong-En Chen, Cheyenne C Sonntag, David F Pepley, Rohan S Prabhu, David C Han, Jason Zachary Moore and Scarlett Rae Miller, 2019, "Looks can be deceiving: Gaze pattern differences between novices and experts during placement of central lines", American Journal of Surgery, 217, (2), pp. 362-367
  • Elizabeth M Starkey, Samuel T Hunter and Scarlett Rae Miller, 2018, "Are Creativity and Self-Efficacy at Odds? An Exploration in Variations of Product Dissection in Engineering Education", Journal of Mechanical Design, 141, (1), pp. 012001
  • David Pepley, Cassie Sonntag, Rohan G Prabhu, Mary Yovanoff, David Han, Scarlett Rae Miller and Jason Zachary Moore, 2018, "Building ultrasound phantoms with modified polyvinyl chloride: a comparison of needle insertion forces and sonographic appearance with commercial and traditional simulation materials", Simulation in Healthcare, 13, (3), pp. 149-153
  • Xuan Zheng and Scarlett Rae Miller, 2018, "How Concept Selection Tools Impact the Development of Creative Ideas in Engineering Design Education", Journal of Mechanical Design, 140, (5), pp. 052002
  • David F Pepley, Mary A Yovanoff, Katelin A Mirkin, Scarlett Rae Miller, David C Han and Jason Zachary Moore, 2018, "Integrating Cadaver Needle Forces Into a Haptic Robotic Simulator", Journal of medical devices, 12, (1), pp. 014501
  • Elizabeth Starkey, Alex McKay, Samuel T Hunter and Scarlett Rae Miller, 2018, "Piecing Together Product Dissection: How Dissection Conditions Impact Student Conceptual Understanding and Cognitive Load", Journal of Mechanical Design, 140, (5), pp. 052001
  • Mary A Yovanoff, Hong-En Chen, David F Pepley, Katelin A Mirkin, David C Han, Jason Zachary Moore and Scarlett Rae Miller, 2018, "Investigating the Effect of Simulator Functional Fidelity and Personalized Feedback on Central Venous Catheterization Training", Journal of Surgical Education, 75, (5), pp. 1410-1421
  • David F. Pepley, Adam B. Gordon, Mary A. Yovanoff, Katelin A. Mirkin, Scarlett Rae Miller, David C. Han and Jason Zachary Moore, 2017, "Training Surgical Residents with a Haptic Robotic Central Venous Catheterization Simulator", Journal of Surgical Education, 74, (6), pp. 1066-1073
  • David Pepley, Mary Yovanoff, K. Mirkin, Scarlett Rae Miller, David Han and Jason Zachary Moore, 2017, "Measurement of Syringe Needle Forces for a Haptic Robotic Training Device", Journal of Medical Devices
  • Elizabeth Starkey, Christine Toh and Scarlett Rae Miller, 2016, "Abandoning Creativity: The evolution of creative ideas in engineering design course projects", Design Studies, 47, pp. 47-72
  • C. Toh and S. Miller, 2016, "Choosing Creativity: The Role of Individual Risk and Ambiguity Aversion on Creative Concept Selection in Engineering Design.", Research in Engineering Design, 27, (3), pp. 195-219
  • S. Adams and S. Miller, 2016, "The Scissor effect: Challenges and Response Strategies for Encouraging Moroccan Women to Pursue Engineering and Science Careers", Journal of Women and Minorities in Science and Engineering., 22, (3), pp. 33
  • David F Pepley, Mary A Yovanoff, Katelin A Mirkin, Scarlett Rae Miller, David C Han and Jason Zachary Moore, 2016, "A Virtual Reality Haptic Robotic Simulator for Central Venous Catheterization Training", Journal of Medical Devices, 10, (3), pp. 030927
  • Carson Quigley, Steven Shooter and Aaron Mitchel, 2016, "Toward a computational model and decision support system for reducing errors in pharmaceutical packaging"
  • Christine Toh, Scarlett Rae Miller and Tim Simpson, 2015, "The impact of virtual product dissection environments on student design learning and self-efficacy", Journal of Engineering Design, 26, (1-3), pp. 48-73
  • C. A. Toh and Scarlett Rae Miller, 2015, "How Engineering Teams Select Design Concepts: A View Through the Lens of Creativity.", Design Studies, 38, (2015), pp. 111-138
  • C. Toh, Scarlett Rae Miller and Tim Simpson, 2015, "The Impact of Virtual Product Dissection Environments on Student Learning and Self-Efficacy.", Journal of Engineering Design, 26, (1-3), pp. 48-73
  • Christopher Gosnell and Scarlett Rae Miller, 2015, "But is it Creative? Delineating the Impact of Expertise and Concept Ratings on Creative Concept Selection", Journal of Mechanical Design, 139, (2), pp. 021101-021101-11
  • C. Toh, S. R. Miller and K. Kremer, 2014, "The Impact of Team-Based Product Dissection on Design Novelty.", Journal of Mechanical Design, 136, (4), pp. 041004-041014
  • C. Toh and Scarlett Rae Miller, 2014, "The Impact of Example Modality and Physical Interactions on Design Creativity", Journal of Mechanical Design, 136, (9), pp. 091004-091014
  • S. R. Miller, B. P. Bailey and A. K. Kirlik, 2014, "Exploring the Utility of Bayesian Truth Serum for Assessing Design Knowledge", Journal of Human-Computer Interaction, 29, pp. 487-515
  • Christine Toh and Scarlett Rae Miller, 2014, "Investigating the Factors that Affect the Selection of Creative Ideas in Engineering Design", CREATIVITY IN ENGINEERING DESIGN: UNDERSTANDING THE FACTORS THAT INFLUENCE CREATIVE IDEA DEVELOPMENT, pp. 68
  • C. Toh, Scarlett Rae Miller and G. E. Okudan Kremer, 2013, "The Role of Personality and Team-based Product Dissection on Fixation Effects", Advances in Engineering Education, 3, (4), pp. 20
  • Christine A Toh and Scarlett Rae Miller, 2013, "A Study of Product Dissection’s Impact on Engineering Creativity"
  • Hong Chen, S Sun, Jia Li, Wen-Hua Du, Chen Zhao, J Hou, Yuping Xu, L Cheng, S Akanuma, T Soutome and others, 2013, "Microdialysis in Eye, July 2013", Invest Ophthalmol Vis Sci, 54, (2), pp. 1469--77
  • Samantha Adams, Scarlett Rae Miller and Zoubeida Ounaies, 2013, "Sowing the seeds of entrepreneurship in North Africa: The United States-Tunisia-Morocco partnership", DEVELOPING AND PROMOTING ENGINEERING ENTREPRENEURSHIP IN MOROCCO: A THREE-PART INVESTIGATION, pp. 22
  • S. R. Herring, P. Castillejos and M. S. Hallbeck, 2011, "User-centered Evaluation of Handle Shape and Size and Input Controls for a Neutron Detector", Applied Ergonomics, 42, (6), pp. 9
  • S. R. Herring, A. Trejo and M. S. Hallbeck, 2010, "Evaluation of Four Cursor Control Devices During a Target Acquisition Task for Laparoscopic Tool Control", Applied Ergonomics, 41, (1), pp. 47-57
  • S. R. Herring and M. S. Hallbeck, 2010, "Conceptual Design of a Wearable Radiation Detector Alarm System: A Review of the Literature", Theoretical Issues in Ergonomic Sciences, 11, (3), pp. 197-219
  • S. R. Herring and M. S. Hallbeck, 2009, "Evaluation of a Two Cursor Control Device for Development of a Powered Laparoscopic Surgical Tool", Ergonomics, 52, (8), pp. 891-906
  • S. R. Herring and M. S. Hallbeck, 2007, "The Effects of Distance and Height on Maximal Isometric Push and Pull Strength with Reference to Manual Transmission Truck Drivers", International Journal of Industrial Ergonomics, 37, (8), pp. 685-696
  • Xuan Zheng and Scarlett Rae Miller, , "DRAFT DETC2016-60333"
  • Herring, SR and MS Hallbeck, , "Ergonomics--rok 2009, ro\vcn\'\ik 52 \vC\'\islo 8"
  • Christine Toh, Scarlett Rae Miller and Gul Kremer, , "PRODUCT DISSECTION AS A DE-FIXATION TOOL IN ENGINEERING DESIGN"
  • R. Prabhu, R. L. Leguarda, Scarlett Rae Miller, T. W. Simpson and N. A. Meisel, , "Teaching Design for Additive Manufacturing: Formulating Educational Interventions that Encourage Design Creativity", 3D Printing and Additive Manufacturing
  • Scarlett Rae Miller, Jessica Menold and Peng, , "Crossing cultural borders: A case study of conceptual design outcomes of U.S. and Moroccan student samples", Journal of Mechanical Design
  • Christine Toh and Scarlett Rae Miller, , "Creativity in Design Teams: The Influence of Personality Traits and Risk Attitudes on Creative Concept Selection", Research in Engineering Design, 1, (2016), pp. 73-89
  • Christine Toh, Andrew Strohmetz and Scarlett Rae Miller, , "The Effects of Gender and Idea Goodness on Ownership Bias in Engineering Design Education", Journal of Mechanical Design, 138, (10), pp. 101105

Conference Proceedings

  • Hang-Ling Wu, Dailen Brown, Scarlett Rae Miller and Jason Zachary Moore, 2023, "DEPLOYING COMPUTER VISION DETECTION METHOD IN MEDICAL SIMULATION TRAINING USING MACHINE LEARNING", 86731, pp. V001T06A001
  • Margaret Krieger, Aayod Kaul, Dailen Brown, Haroula M Tzamaras, Jason Zachary Moore and Scarlett Rae Miller, 2023, "DESIGN OF AN INSERTION FUNNEL FOR A TRAINING SYSTEM FOR CENTRAL VENOUS CATHETER GUIDEWIRE INSERTION", 86731, pp. V001T06A005
  • Abby O'Connell, Courtney Cole, Susan Mohammed, Kathryn W Jablokow and Scarlett Rae Miller, 2022, "Can I Get a Word In? the Impact of Turn-Taking and Gender on Engineering Design Students' Psychological Safety", 86267, pp. V006T06A029
  • Samantha Scarpinella, Courtney Cole, Sarah Ritter, Susan Mohammed, Kathryn W Jablokow and Scarlett Rae Miller, 2022, "Can We Get an Intervention, Please? The Utility of Teaming Interventions on Engineering Design Student Psychological Safety", 86243, pp. V004T04A004
  • Dailen Brown, Hang-Ling Wu, Yohaan Satpathy, Jessica M Gonzalez-Vargas, Haroula Tzamaras, Scarlett Rae Miller and Jason Zachary Moore, 2022, "Computer Vision Enabled Smart Tray for Central Venous Catheterization Training", 84815, pp. V001T11A006
  • Binyang Song, Scarlett Rae Miller and Faez Ahmed, 2022, "Hey, AI! Can You See What I See? Multimodal Transfer Learning-Based Design Metrics Prediction for Sketches With Text Descriptions", 86267, pp. V006T06A017
  • Aoran Peng and Scarlett Rae Miller, 2022, "Hit, Miss, or Error? Predicting Errors in Design Decision Making for Radically Innovative Ideas Using Individual Attributes", 86267, pp. V006T06A025
  • Jayant Mathur, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2022, "Identifying the Effects of Immersion on Design for Additive Manufacturing Evaluation of Designs of Varying Manufacturability", 86250, pp. V005T05A003
  • Rachel Bartuska, Haroula Tzamaras, Jason Zachary Moore and Scarlett Rae Miller, 2022, "Learning From Failure: A Case Study Of Human Driven Risk Assessment In Medical Simulator Design", 66, (1), pp. 1932--1936
  • Ava Drum, Courtney Cole, Sarah Ritter, Susan Mohammed, Kathryn W Jablokow and Scarlett Rae Miller, 2022, "Let's Role Play! the Impact of Video Frequency and Role Playing on the Utility of a Psychological Safety Team Intervention", 86243, pp. V004T04A005
  • Jessica Gonzalez-Vargas, Haroula Tzamaras, Dailen Brown, Jason Zachary Moore and Scarlett Rae Miller, 2022, "Preparing for the lasting effects of COVID-19 on medical training: The design and pilot study of a low-fidelity virtual reality prototype for Central Venous Catheterization training", 66, (1), pp. 1877--1881
  • Haroula M Tzamaras, Dailen C Brown, Jessica M Gonzalez-Vargas, Jason Zachary Moore and Scarlett Rae Miller, 2022, "Slow and Steady: Examining the impact of hands-on instructions on learnability of a training simulator to enhance development of core skills in Central Venous Catheterization", 66, (1), pp. 1867--1871
  • Courtney Cole, Kathryn W Jablokow, Susan Mohammed and Scarlett Rae Miller, 2022, "The Impact of Gender on Individual Perceptions and Team Psychological Safety in Engineering Design Teams", 86267, pp. V006T06A027
  • C. Cole, J. Marhefka, K. Jablokow, S. Mohammed, S. Ritter and Scarlett Rae Miller, 2021, "Predicting a paradigm shift: exploring the relationship between cognitive style and the paradigm-relatedness of design solutions", American Society of Mechanical Engineers
  • R. Prabhu, Scarlett Rae Miller, T. W. Simpson and N. A. Meisel, 2021, "Formulating Task-based, Design for Additive Manufacturing Educational Interventions to Achieve Desired Educational Outcomes", American Society for Engineering Education
  • D. Brown, H. M. Tzamaras, J. M. Gonzalez-Vargas, Scarlett Rae Miller and J. Z. Moore, 2021, "Advanced Surface System for Central Venous Catheter Insertion Training", American Society of Mechanical Engineers
  • H. M. Tzamaras, D. Brown, J. M. Gonzalez-Vargas, J. Z. Moore and Scarlett Rae Miller, 2021, "Sensorization of Medical Trays for Tray-Based Surgical Procedure Simulation", American Society of Mechanical Engineers
  • Haroula M Tzamaras, Jason Martinez, Dailen C Brown, Jessica M Gonzalez-Vargas, Jason Zachary Moore and Scarlett Rae Miller, 2021, "Fun and Games: Designing a Gamified Central Venous Catheterization Training Simulator", 65, (1), pp. 267--271
  • Aoran Peng, John Ostrander, Noriana Radwan, Elizabeth Starkey, Scarlett Rae Miller and Jason Zachary Moore, 2021, "Low-Cost Haptic Force Needle Insertion Simulator With Advanced Personalized Learning System", 10, (1), pp. 114--120
  • J. Mathur, Scarlett Rae Miller, T. W. Simpson and N. A. Meisel, 2021, "Analysis of the Knowledge Gain And Cognitive Load Experienced Due To The Computer-Aided Instruction Of Additive Manufacturing Processes", American Society of Mechanical Engineers
  • R. Prabhu, Scarlett Rae Miller, T. W. Simpson and N. A. Meisel, 2021, "Break It Down: Comparing the Effects of Lecture- and Module-Style Design for Additive Manufacturing Educational Interventions on Students’ Learning and Creativity"
  • R. Prabhu, Scarlett Rae Miller, T. W. Simpson and N. A. Meisel, 2021, "Mastering Manufacturing: Comparing the Effects of Designers' Prior Experience when Designing for Additive Manufacturing"
  • H. M. Tzamaras, J. Martinez, D. Brown, J. M. Gonzalez-Vargas, J. Z. Moore and Scarlett Rae Miller, 2021, "Fun and Games, designing a gamified central venous catheterization trainer"
  • A. Peng, S. Hunter and Scarlett Rae Miller, 2021, "There Is No “I” In Team but There Is In Innovation: How Individual Attributes Impact Team Ideation And Selection Practices", American Society of Mechanical Engineers
  • K. M. Edwards, A. Peng, Scarlett Rae Miller and F. Ahmed, 2021, "If A Picture Is Worth 1000 Words, Is A Word Worth 1000 Features for Design Metric Estimation?", American Society of Mechanical Engineers
  • Mohammad Alsager Alzayed, Scarlett Rae Miller and Christopher McComb, 2020, "Does empathy beget creativity? Investigating the role of trait empathy in idea generation and selection"
  • Mohammad Alsager Alzayed, Scarlett Rae Miller and Christopher McComb, 2020, "Composing diverse design teams: a simulation-based investigation on the role of personality traits and risk-taking attitudes on team empathy"
  • Mohammad Alsager Alzayed, Scarlett Rae Miller, Jessica Menold, Jacquelyn Huff and Christopher McComb, 2020, "Can Design Teams Be Empathically Creative? A Simulation-Based Investigation on the Role of Team Empathy on Concept Generation and Selection"
  • Kevin G Kearney, Elizabeth Starkey and Scarlett Rae Miller, 2020, "Digitizing Dissection: A Case Study on Augmented Reality and Animation in Engineering Education"
  • Aoran Peng, Jessica Menold and Scarlett Rae Miller, 2020, "Does It Translate? A Case Study of Conceptual Design Outcomes With US and Moroccan Students", 83921, pp. V003T03A002
  • Rohan Prabhu, Rainmar L Leguarda, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2020, "Favoring Complexity: A Mixed Methods Exploration of Factors That Influence Concept Selection in Design for Additive Manufacturing"
  • Courtney Cole, Jacqueline Marhefka, Kathryn W Jablokow, Susan Mohammed, Sarah Ritter and Scarlett Rae Miller, 2020, "How Engineering Design Students’ Psychological Safety Impacts Team Concept Generation and Screening Practices", 83976, pp. V008T08A026
  • Scarlett Rae Miller, Samuel T Hunter, Elizabeth Starkey, Sharath Ramachandran, Faez Ahmed and Mark Fuge, 2020, "How Should We Measure Creativity in Design Studies? A Comparison of Social Science and Engineering Approaches", 83976, pp. V008T08A007
  • Dailen Brown, Jessica M Gonzalez-Vargas, David C Han, Scarlett Rae Miller and Jason Zachary Moore, 2020, "Incremental Needle Insertion System for Force and Position Sensing", 83549, pp. V001T06A002
  • Jessica M Gonzalez-Vargas, Dailen C Brown, Jason Zachary Moore, David C Han, Elizabeth H Sinz, Cheyenne C Sonntag and Scarlett Rae Miller, 2020, "Objective Assessment Metrics for Central Line Simulators: An Exploration of Causal Factors", 64, (1), pp. 2008--2012
  • Jessica Menold, Catherine Berdanier, Sarah Ritter, Meg Handley, Caitlin Grady, Margaret Byron, Elizabeth Starkey, Scarlett Rae Miller and Matthew Parkinson, 2019, "BUILDing a community of female makers through hands-on experiences in a university MakerSpace", IEEE, pp. 1-8
  • E. Starkey, C. Riegel, S. T. Hunter and Scarlett Rae Miller, 2019, "Deploying Virtual Product Dissection Lesson Modules in Introductory Engineering Classroom", American Society for Engineering Education
  • Sharath Kumar Ramachandran, Faez Ahmed, Mark Fuge, Samuel T Hunter and Scarlett Rae Miller, 2019, "Calibrating Novelty Metrics Using Human Raters: A Case Study"
  • Elizabeth Starkey, Scarlett Rae Miller and Samuel Todd Hunter, 2019, "Deploying Virtual Product Dissection Lesson Modules in Introductory Engineering Classrooms: A Research-Driven Approach"
  • Sharath Kumar Ramachandran, F Ahed, M Fuge, Samuel T Hunter and Scarlett Rae Miller, 2019, "Is there too much variety in the execution of the variety metric."
  • Kevin G Kearney, Elizabeth Starkey and Scarlett Rae Miller, 2019, "Leveraging Animations to Enhance Learning Through Virtual Product Dissection", 59216, pp. V003T04A021
  • Scarlett Rae Miller, Jacqueline Marhefka, Katie Heininger, Kathryn W Jablokow, Susan Mohammed and Sarah Ritter, 2019, "The trajectory of psychological safety in engineering teams: A longitudinal exploration in engineering design education", 59278, pp. V007T06A026
  • Elizabeth Starkey, Carolyn Riegel, Samuel T Hunter and Scarlett Rae Miller, 2019, "Virtual Product Dissection Educational Modules - A Tool for Learning and Creativity During Engineering Design Projects", American Society for Engineering Education
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2019, "But Will it Print?: Assessing Student Use of Design for Additive Manufacturing and Exploring its Effect on Design Performance and Manufacturability", American Society of Mechanical Engineers Digital Collection
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2019, "Complex Solutions for Complex Problems?: Exploring the Effects of Task Complexity on Student Use of Design for Additive Manufacturing and Creativity", American Society of Mechanical Engineers Digital Collection
  • Carolyn Riegel, Elizabeth Starkey, Samuel T Hunter and Scarlett Rae Miller, 2019, "Do Students Want to Dissect?: A Survey of Student Opinions on the Use of Product Dissection in the Classroom", American Society of Mechanical Engineers Digital Collection
  • Faez Ahmed, Sharath Kumar Ramachandran, Mark Fuge, Sam Hunter and Scarlett Rae Miller, 2019, "Measuring and Optimizing Design Variety Using Herfindahl Index", American Society of Mechanical Engineers Digital Collection
  • Xuan Zheng and Scarlett Rae Miller, 2019, "Should it Stay or Should it Go?: A Case Study of Concept Screening in Engineering Design Industry", American Society of Mechanical Engineers Digital Collection
  • Mohammad Alsager Alzayed, Eduardo Castro e Costa, Pratik Agarwal, Sai Kakarlamudi, Sven G Bilén and Scarlett Rae Miller, 2018, "Sensibuildity: The Design of a Communication System to Identify and Prevent Work-Related Injuries in the Construction Industry", SAGE Publications Sage CA: Los Angeles, CA, 62, pp. 1631-1635
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2018, "Teaching Design Freedom: Exploring the Effects of Design for Additive Manufacturing Education on the Cognitive Components of Students’ Creativity", American Society of Mechanical Engineers, pp. V003T04A009-V003T04A009
  • Rohan Prabhu, Scarlett Rae Miller, Timothy W Simpson and Nicholas A. Meisel, 2018, "The Earlier the Better? Investigating the Importance of Timing on Effectiveness of Design for Additive Manufacturing Education", American Society of Mechanical Engineers, pp. V02AT03A041-V02AT03A041
  • Xuan Zheng and Scarlett Rae Miller, 2018, "Uncovering Ownership Bias: The Influence of Idea Goodness and Creativity on Design Professionals’ Concept Selection Practices", American Society of Mechanical Engineers, pp. V007T06A016-V007T06A016
  • Faez Ahmed, Mark Fuge, Sam Hunter and Scarlett Rae Miller, 2018, "Unpacking subjective creativity ratings: Using embeddings to explain and measure idea novelty", American Society of Mechanical Engineers, pp. V007T06A003-V007T06A003
  • Elizabeth M Starkey, Jessica Menold and Scarlett Rae Miller, 2018, "When Are Designers Willing to Take Risks? How Concept Creativity and Prototype Fidelity Influence Perceived Risk", International Design Engineering Technical Conference, 141, (3), pp. 031104
  • Elizabeth M Starkey, Mohammad Alsager Alzayed, Samuel T Hunter and Scarlett Rae Miller, 2018, "Confidently Exploring the Solution Space: The Within-Subject Effects of Product Dissection on Design Variety and Creative Self-Efficacy", American Society of Mechanical Engineers, pp. V003T04A008-V003T04A008
  • Elizabeth M Starkey, Wendy Zeng and Scarlett Rae Miller, 2018, "Fixated on Fixation? An Exploration of the Benefits and Deficits of Design “Fixation” in Engineering Design", American Society of Mechanical Engineers, pp. V007T06A009-V007T06A009
  • Mohammad Alsager Alzayed, Christopher McComb, Samuel T Hunter and Scarlett Rae Miller, 2018, "Helping Teams Expand the Breadth of Their Solution Space Through Product Dissection: A Simulation Based Investigation", American Society of Mechanical Engineers, pp. V003T04A003-V003T04A003
  • Katie Heininger, Hong-En Chen, Kathryn W Jablokow and Scarlett Rae Miller, 2018, "How Engineering Design Students’ Creative Preferences and Cognitive Styles Impact Their Concept Generation and Screening", American Society of Mechanical Engineers, pp. V007T06A032-V007T06A032
  • Christian Lopez, Scarlett Rae Miller and Conrad S Tucker, 2018, "Human validation of computer vs human generated design sketches", American Society of Mechanical Engineers (ASME)
  • Hong-En Chen, C.C. Sonntag, R.S. Prabhu, D. F. Pepley, D. C. Han, Jason Zachary Moore and Scarlett Rae Miller, 2018, "Looks can be deceiving: Gaze pattern differences between novices and experts during placement of central lines"
  • Mary Yovanoff, David Pepley, Katelin Mirkin, David Han, Jason Zachary Moore and Scarlett Rae Miller, 2017, "Personalized Learning in Medical Education: Designing a User Interface for a Dynamic Haptic Robotic Trainer for Central Venous Catheterization"
  • Hong-En Chen and Scarlett Rae Miller, 2017, "Can Wearable Sensors be Used to Capture Engineering Design Team Interactions? An Investigation into the reliability of Sociometric Badges."
  • Elizabeth Starkey, Cailyn Spencer, Kevin Lesniak, Conrad S Tucker and Scarlett Rae Miller, 2017, "Do Technological Advancements Lead to Learning Enhancements? An Exploration in Virtual Product Dissection."
  • Michael Barclift, Maria Nassiner, Timothy W Simpson and Scarlett Rae Miller, 2017, "An Investigation into the Driving Factors of Creativity in Design for Additive Manufacturing"
  • Christine Toh, Elizabeth Starkey, Conrad S Tucker and Scarlett Rae Miller, 2017, "Mining for Creativity: Determining the Creativity of Ideas through Data Mining Techniques."
  • Christian Lopez, Xuan Zheng and Scarlett Rae Miller, 2017, "Linking Creativity Metrics to Product Market Favorability: A Data-Mining Approach", pp. V02AT03A013-V02AT03A013
  • Swapnil Sinha, Hong-En Chen, Nicholas A. Meisel and Scarlett Rae Miller, 2017, "Does Designing for Additive Manufacturing Help Us Be More Creative? An Exploration in Engineering Design Education", American Society of Mechanical Engineers, pp. V003T04A014-V003T04A014
  • Xuan Zheng and Scarlett Rae Miller, 2017, "Risky Business: The Driving Factors of Creative Risk Taking Attitudes in Engineering Design Industry", American Society of Mechanical Engineers, pp. V007T06A028-V007T06A028
  • E Lopez B Christian, Xuan Zheng and Scarlett Rae Miller, 2017, "Linking creativity measurements to product market favorability: A data-mining approach"
  • Christian E Lopez B, Xuan Zheng and Scarlett Rae Miller, 2017, "Linking Creativity Measurements to Product Market Favorability: A Data-Mining Approach", 58127, pp. V02AT03A013
  • David Pepley, Cheyenne C Sonntag, Rohan S Prabhu, Mary Yovanoff, David Han, Scarlett Rae Miller and Jason Zachary Moore, 2017, "A comparison of novel modified polyvinyl chloride mixture against traditional simulation materials for ultrasound phantoms"
  • David Pepley, Mary Yovanoff, K. Mirkin, Scarlett Rae Miller, David Han and Jason Zachary Moore, 2017, "Measurement of Syringe Needle Forces for a Haptic Robotic Training Device"
  • Mary Yovanoff, David Pepley, Katelin Mirkin, David Han, Jason Zachary Moore and Scarlett Rae Miller, 2016, "Improving Medical Education: Simulating Changes in Patient Anatomy Using Dynamic Haptic Feedback"
  • David Pepley, Mary Yovanoff, Katelin Mirkin, David Han, Scarlett Rae Miller and Jason Zachary Moore, 2016, "Design of a Virtual Reality Haptic Robotic Central Venous Catheterization Training Simulator", American Society of Mechanical Engineers, pp. V05AT07A033-V05AT07A033
  • Elizabeth Starkey, Alex Mckay, Samuel T Hunter and Scarlett Rae Miller, 2016, "Let’s get physical? The impact of dissection modality on engineering student design learning"
  • Xuan Zheng and Scarlett Rae Miller, 2016, "How do I choose? The influence of concept selection methods on student team decision-making"
  • Christine Toh and Scarlett Rae Miller, 2016, "The preferences for creativity scale (PCS): identifying the underlying constructs of creative concept selection"
  • Elizabeth Starkey, Alex Mckay, Samuel T Hunter and Scarlett Rae Miller, 2016, "Dissecting creativity: How dissection virtuality, analogical distance, and product complexity impact creativity and self-efficacy"
  • David Pepley, Mary Yovanoff, Katelin Mirkin, Scarlett Rae Miller, David Han and Jason Zachary Moore, 2016, "A Virtual Reality Haptic Robotic Simulator for Central Venous Catheterization Training"
  • Christine A Toh, Arti H Patel, Andrew A Strohmetz and Scarlett Rae Miller, 2015, "My idea is best! ownership bias and its influence on engineering concept selection", American Society of Mechanical Engineers, pp. V007T06A005-V007T06A005
  • Jessica Menold, Lydia Weitzler, Yan Liu, Sven Bilén and Scarlett Rae Miller, 2015, "Identifying End-User Requirements for Communication Systems in Disadvantaged Environments", IEEE, 2015, pp. 7
  • Christine Toh, Lisa Miele and Scarlett Rae Miller, 2015, "Which one should I pick? Concept selection in engineering design industry."
  • Elizabeth Starkey, Christopher Gosnell and Scarlett Rae Miller, 2015, "Implementing Creativity Evaluation Tools Into The Concept Selection Process In Engineering Education"
  • Inki Kim, Adam Gordon and Scarlett Rae Miller, 2015, "Stochastic Event Detection In Needle-Tissue Interaction"
  • Inki Kim, Scarlett Rae Miller and Andris Freivalds, 2014, "Using Learning Curves to Assess Resident Surgical Skill Acquisition: A Case Study of Ultrasound-Guided Catheter Insertion", SAGE Publications Sage CA: Los Angeles, CA, 58, pp. 2350-2354
  • Christine A Toh, Connor S Disco and Scarlett Rae Miller, 2014, "The impact of virtual dissection on engineering student learning and self-efficacy", American Society of Mechanical Engineers, pp. V003T04A031-V003T04A031
  • Christine A Toh and Scarlett Rae Miller, 2014, "The role of individual risk attitudes on the selection of creative concepts in engineering design", American Society of Mechanical Engineers, pp. V007T07A027-V007T07A027
  • A. Weinert, P. Erickson, Paul Breimyer, Matt Sampari, Jason Huff, Carlos Parra and S. Miller, 2014, "Designing public safety mobile applications for disconnected, interrupted, and low bandwidth communication environments"
  • S. R. Miller and B. P. Bailey, 2014, "Searching for inspiration: An in-depth look at designers' example finding process"
  • Jay Cho, Scarlett Rae Miller, Timothy W Simpson and Steven B Shooter, 2014, "Effects of Over-the-Counter Medication Product Family Packaging Design on Knowledge Acquisition and Consumer Preferences", American Society of Mechanical Engineers, pp. V007T07A039-V007T07A039
  • Inki Kim, Scarlett Rae Miller and Andris Freivalds, 2014, "Motion Analysis as an Evaluation Framework for Eye-Hand Coordination: A Case Study in Ultrasound-Guided Catheter Insertion", American Society of Mechanical Engineers, pp. V01AT02A076-V01AT02A076
  • C. Toh and S. Miller, 2014, "The Impact of Virtual Dissection on Engineering Student Learning and Self-efficacy", pp. 10
  • C. Toh and S. Miller, 2014, "The Role of Individual Risk Attitudes on the Selection of CreativeConcepts in Engineering Design"
  • C. Gosnell and S. Miller, 2014, "A Novel Method for Providing Global Assessments of Design Concepts Using Single-Word Adjectives and Semantic Similarity", pp. 10
  • I. Kim, S. Miller and A. Frievalds, 2014, "Motion Analysis As An Evaluation Framework for Eye-Hand Coordination: A Case Study in Ultrasound-Guided Catheter"
  • Scarlett Rae Miller and Brian P Bailey, 2014, "Searching for inspiration: An in-depth look at designers example finding practices", 46407, pp. V007T07A035
  • C. Toh, Scarlett Rae Miller and G. Kremer, 2014, "Mitigating design fixation effects in engineering design through product dissection activities"
  • Christine A Toh and Scarlett Rae Miller, 2013, "Visual Inspection or Product Dissection? The Impact of Designer-Product Interactions on Engineering Design Creativity", American Society of Mechanical Engineers, pp. V005T06A011-V005T06A011
  • C. Toh and Scarlett Rae Miller, 2013, "Exploring the utility of product dissection for early-phase idea generation", ASME Design Engineering Technical Conferences, Portland, OR, pp. 12
  • C. Toh and Scarlett Rae Miller, 2013, "Product Dissection or Visual Inspection? The Impact of Designer-Product Interactions on Engineering Design Creativity", ASME Design Engineering Technical Conferences, Portland, OR, pp. 12
  • Peter Erickson, Andrew Weinert, Paul Breimyer, Matt Samperi, Jason Huff, Carlos Parra and Scarlett Rae Miller, 2013, "Designing public safety mobile applications for disconnected, interrupted, and low bandwidth communication environments", IEEE, pp. 790-796
  • Christine Toh, Scarlett Rae Miller and Gule Kremer, 2012, "The Impact of Product Dissection Activities on the Novelty of Design Outcomes", ASME
  • Scarlett Rae Miller, B. P. Bailey and A. Kirilk, 2012, "Towards the development of an objective assessment technique for use in engineering design education", ASEE 2012 Annual Conference, pp. 20
  • C. Toh, Scarlett Rae Miller and K. Gul, 2012, "Mitigating fixation effects in engineering design through product dissection activities", The 5th International Conference on Design Computing and Cognition, pp. 20
  • C. Toh, Scarlett Rae Miller and K. Gul, 2012, "Increasing novelty through product dissection activities in engineering design", 24th International Conference on Design Theory and Methodology, Chicago, IL, pp. 10
  • S. R. Herring, C. Poon, G. Balasi and B. P. Bailey, 2011, "Tweetspiration: Leveraging social media for design inspiration", 2011 Annual Conference Extended Abstracts on Human Factors in Computing Systems, pp. 2311-2316
  • S. R. Herring, C. Chang, J. Krantzler and B. P. Bailey, 2009, "Getting inspired! understanding how and why examples are used in creative design practice", 27th international conference on Human factors in computing systems, pp. 87-96
  • S. R. Herring, B. Jones and B. P. Bailey, 2009, "Idea generation techniques among creative professionals", 42nd Hawaii International Conference on System Sciences, pp. 1-10
  • James Crowe, Pamela Castillejos, Scarlett Herring and M Susan Hallbeck, 2008, "Evaluation of input control type and screen view orientation for a hand-held radiation detector", SAGE Publications Sage CA: Los Angeles, CA, 52, pp. 1672-1676
  • S. R. Herring, P. Castillejos and M. S. Hallbeck, 2008, "Improving neutron detection: Usability analysis of control mechanisms and control orientations for use in hand-held devices", Human Factors and Ergonomics Society Annual Meeting
  • V Gnaneswaran, Scarlett Herring, Wei Hua Ge, P Castillejos and RR Bishu, 2007, "Ergonomic Evaluation of Writing Instruments", SAGE Publications Sage CA, Los Angeles, CA, 51, pp. 1058-1060
  • S. R. Herring, A. Trejo and M. S. Hallbeck, 2007, "Comparison of four cursor control devices for development of a powered laparoscopic surgery tool - users' opinions", Human Factors and Ergonomics Society Annual Meeting
  • Hong-En Chen, Rucha R Bhide, David F Pepley, Cheyenne C Sonntag, Jason Zachary Moore, David C Han and Scarlett Rae Miller, , "Can Eye Tracking be Used to Predict Performance Improvements in Simulated Medical Training? A Case Study in Central Venous Catheterization", SAGE Publications Sage CA: Los Angeles, CA, 8, pp. 110-114

Magazines/Trade Publications

  • A. E. Abbas, S. Herring, J. D. Robins, K. Sims and C. Spetzler, 2011, "Peer-To-Peer Decision Training: Teaching Decision Skills to Troubled Teens", OR/MS Today, 38, (4), pp. 42-43

Abstracts

  • J. Marhefka, S. Mohammed, A. O’Connell, C. Cole, Scarlett Rae Miller and K. Jablokow, 2021, "Speaking Candidly Over Time? A Longitudinal Examination of Psychological Safety"
  • Hong-En Chen, Cheyenne C Sonntag, Katelin Mirkin, David F Pepley, David C Han, Jason Zachary Moore and Scarlett Rae Miller, 2019, "From the simulation center to the bedside: Validating the efficacy of a dynamic haptic robotic trainer in internal jugular central venous catheter placement"
  • C.C. Sonntag, Hong-En Chen, D. F. Pepley, D. C. Han, Jason Zachary Moore and Scarlett Rae Miller, 2018, "Procedural confidence is improved when using a dynamic haptic robot compared to a standard manikin trainer"
  • C.C. Sonntag, Mary Yovanoff, David Pepley, R.S. Prabhu, Scarlett Rae Miller, Jason Zachary Moore and David Han, 2018, "Can a Haptic Robot Train New Interns to Place Central Venous Lines?"
  • Katelin Mirkin, David Pepley, Mary Yovanoff, Scarlett Rae Miller, Jason Zachary Moore and David Han, 2017, "Surgeons, engineers, and haptics: how a collaboration may lead to a better robot training model for surgical procedures"
  • Katelin Mirkin, David Pepley, Mary Yovanoff, Scarlett Rae Miller, Jason Zachary Moore and David Han, 2017, "Surgeons, engineers, & haptics: Designing a better robot training model for central line insertion."
  • Alex Mckay, Samuel T Hunter, Clayton Meisel, Scarlett Rae Miller and Elizabeth Starkey, 2016, "Harnessing the Power of Fixation for Design Creativity"
  • Christine Toh and Scarlett Rae Miller, 2016, "The Preferences For Creativity Scale (PCS): Identifying The Underlying Factors That Impact Creative Concept Selection"
  • Katelin Mirkin, Inki Kim, David Pepley, Mary Yovanoff, Scarlett Rae Miller, Jason Zachary Moore and David Han, 2016, "Engineering a better simulator: A pilot study assessing a haptic robot as a training system for central venous catheter insertion"

Extension Publications

  • A. Abbas, Scarlett Rae Miller, M. Robbins, K. Simms and C. Spetzler, 2010, "Peer to peer decision training", Decision Analysis Today, 29, (3), pp. 25-26

Other

  • Jason Zachary Moore, Scarlett Rae Miller, Dailen Brown, Haroula Tzamaras, Gonz\'alez-Vargas, Jessica M and Eunjoo Han, 2022, "Testing surface for advanced medical training"
  • Scarlett Rae Miller, Jason Zachary Moore, David C Han, Katelin Mirkin, David Pepley, Mary Yovanoff and Inki Kim, 2022, "Dynamic haptic robotic trainer"
  • Jason Zachary Moore, Scarlett Rae Miller, Sven Gunnar Bilen and Joseph Portelli, 2022, "Low cost haptic force medical instrument insertion simulator"
  • Scarlett R Herring, 2011, "Supporting example-based ideation and assessment practices in engineering design"
  • Conrad S Tucker, Scarlett Rae Miller and Jennifer Talwar, 2002, "Comparing census race data under the old and new standards. Chapter 19 in The New Race Question: How the Census counts multiracial individuals. J. Perlmann and M Waters"

Research Projects

Honors and Awards

  • Outstanding Research Award, Penn State Engineering Alumni Society (PSEAS), 2021
  • Journal of Mechanical Design Associate Editor Award, American Society of Mechanical Engineering, January 2021
  • NSF CAREER Award, 2014 - 2019
  • Startup Winner, Ben Franklin TechCelerator, 2018
  • Best Paper, Human Factors and Ergonomics Society, October 2018
  • Best Paper in Health Care, Human Factors and Ergonomics Society Annual Conference, 2016
  • James F. Wills Career Development Professorship, Penn State University, August 2011 - July 2014
  • Outstanding Research Award, Penn State Engineering Alumni Society (PSEAS), 2021
  • Changing the Future for Women Faculty Leadership Program Participante, Penn State, December 2021

Service

Service to Penn State:

Service to External Organizations:

  • Service to Public and Private Organizations, Other, Executive Committee Member, Executive Committee Member, American Society for Mechanical Engineers (ASME), October 2021
  • Other, Editor, Associate Editor, American Society for Mechanical Engineers (ASME), August 2018
  • Other, Editor, Associate Editor for Special Issue from IDETC, American Society for Mechanical Engineers (ASME), May 2018 - August 2018
  • Organizing Conferences and Service on Conference Committees, Organizer, eam Science in Engineering Design: JMD Webinar, Journal of Mechanical Design, May 2021