• 407 Citations
  • 11 h-Index
20122020
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Research Output 2012 2020

  • 407 Citations
  • 11 h-Index
  • 48 Conference contribution
  • 32 Article
  • 1 Conference article
2020
3D printers
Education
Students
2019
3 Citations (Scopus)
Dissection
Engineering education
Students
Engineers
Experiments

But will it print? Assessing student use of design for additive manufacturing and exploring its effect on design performance and manufacturability

Prabhu, R., Miller, S. R., Simpson, T. W. & Meisel, N. A., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Manufacturing
Students
Design

Can Haptic Simulators Distinguish Expert Performance? A Case Study in Central Venous Catheterization in Surgical Education

Chen, H. E., Yovanoff, M. A., Pepley, D. F., Sonntag, C. C., Mirkin, K. A., Han, D. C., Moore, J. Z. & Miller, S. R., Feb 1 2019, In : Simulation in Healthcare. 14, 1, p. 35-42 8 p.

Research output: Contribution to journalArticle

Central Venous Catheterization
Haptics
Robotics
Simulator
Simulators

Complex solutions for complex problems? Exploring the effects of task complexity on student use of design for additive manufacturing and creativity

Prabhu, R., Miller, S. R., Simpson, T. W. & Meisel, N. A., Jan 1 2019, 21st International Conference on Advanced Vehicle Technologies; 16th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Manufacturing
Students
Self-efficacy
Education
Students
Screening
Engineering education
Innovation
Education

Do students want to dissect? A survey of student opinions on the use of product dissection in the classroom

Riegel, C., Starkey, E. M., Hunter, S. T. & Miller, S. R., Jan 1 2019, 21st International Conference on Advanced Vehicle Technologies; 16th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dissect
Dissection
Students
Module
Content Analysis

Evaluating surgical resident needle insertion skill gains in central venous catheterization training

Chen, H. E., Yovanoff, M. A., Pepley, D. F., Prabhu, R. S., Sonntag, C. C., Han, D., Moore, J. Z. & Miller, S. R., Jan 1 2019, In : Journal of Surgical Research. 233, p. 351-359 9 p.

Research output: Contribution to journalArticle

Central Venous Catheterization
Manikins
Needles
Robotics
Neck
1 Citation (Scopus)
Dissection
Education
Students
2 Citations (Scopus)

Exploring biases between human and machine generated designs

Lopez, C. E., Miller, S. R. & Tucker, C. S., Feb 1 2019, In : Journal of Mechanical Design, Transactions of the ASME. 141, 2, 021104.

Research output: Contribution to journalArticle

Computer simulation
Deep learning

From the simulation center to the bedside: Validating the efficacy of a dynamic haptic robotic trainer in internal jugular central venous catheter placement

Chen, H. E., Sonntag, C. C., Mirkin, K. A., Pepley, D. F., Han, D. C., Moore, J. Z. & Miller, S. R., Jan 1 2019, (Accepted/In press) In : American Journal of Surgery.

Research output: Contribution to journalArticle

Central Venous Catheters
Robotics
Central Venous Catheterization
Neck
Manikins
1 Citation (Scopus)

Interpreting idea maps: Pairwise comparisons reveal what makes ideas novel

Ahmed, F., Ramachandran, S. K., Fuge, M., Hunter, S. & Miller, S., Feb 1 2019, In : Journal of Mechanical Design, Transactions of the ASME. 141, 2, 021102.

Research output: Contribution to journalArticle

Computational methods
Milk
Decision making
Industry

Leveraging animations to enhance learning through virtual product dissection

Kearney, K. G., Starkey, E. M. & Miller, S. R., Jan 1 2019, 21st International Conference on Advanced Vehicle Technologies; 16th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dissection
Animation
Students
Learning
Virtual reality

Looks can be deceiving: Gaze pattern differences between novices and experts during placement of central lines

Chen, H. E., Sonntag, C. C., Pepley, D. F., Prabhu, R. S., Han, D., Moore, J. Z. & Miller, S. R., Feb 1 2019, In : American Journal of Surgery. 217, 2, p. 362-367 6 p.

Research output: Contribution to journalArticle

Robotics
Central Venous Catheterization
Manikins
Needles
Neck

Low-Cost Haptic Simulation Using Material Fracture

Pepley, D. F., Chen, H. E., Tang, Y., Adhikary, S. D., Miller, S. R. & Moore, J. Z., Oct 1 2019, In : IEEE Transactions on Haptics. 12, 4, p. 563-570 8 p., 8704968.

Research output: Contribution to journalArticle

Needles
Costs
Simulators
Materials testing
Polycarbonates

Measuring and optimizing design variety using herfindahl index

Ahmed, F., Ramachandran, S. K., Fuge, M., Hunter, S. & Miller, S., Jan 1 2019, 31st International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metric
Polynomials
Modular Functions
Quality Measures
Design

Should it stay or should it go? A case study of concept screening in engineering design industry

Zheng, X. & Miller, S. R., Jan 1 2019, 31st International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering Design
Screening
Industry
Generator
Research Methods

The trajectory of psychological safety in engineering teams: A longitudinal exploration in engineering design education

Miller, S., Jablokow, K., Marhefka, J., Mohammed, S., Heininger, K. & Ritter, S., Jan 1 2019, 31st International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering Design
Safety
Education
Trajectories
Trajectory
1 Citation (Scopus)
Students
Decision making
Feedback
Communication
2018
2 Citations (Scopus)

Building Ultrasound Phantoms with Modified Polyvinyl Chloride: A Comparison of Needle Insertion Forces and Sonographic Appearance with Commercial and Traditional Simulation Materials

Pepley, D. F., Sonntag, C. C., Prabhu, R. S., Yovanoff, M. A., Han, D., Miller, S. R. & Moore, J. Z., Jun 1 2018, In : Simulation in Healthcare. 13, 3, p. 149-153 5 p.

Research output: Contribution to journalArticle

Phantom
Ultrasound
Polyvinyl Chloride
Polyvinyl chlorides
Needles

Confidently exploring the solution space: The within-subject effects of product dissection on design variety and creative self-efficacy

Starkey, E. M., Alzayed, M. A., Hunter, S. T. & Miller, S. R., Jan 1 2018, 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self-efficacy
Dissection
Students
Embodiment
Engineering Design
1 Citation (Scopus)

Fixated on fixation? An exploration of the benefits and deficits of design "Fixation" in engineering design

Starkey, E. M., Zeng, W. & Miller, S. R., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fixation
Engineering Design
Reuse
Dissection
Limiting

Helping teams expand the breadth of their solution space through product dissection: A simulation based investigation

Alzayed, M. A., McComb, C., Hunter, S. T. & Miller, S. R., Jan 1 2018, 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dissection
Breadth
Expand
Engineering Design
Simulation
5 Citations (Scopus)
Education
Students
Decision making
Conceptual design
Semantics
1 Citation (Scopus)

How engineering design students' creative preferences and cognitive styles impact their concept generation and screening

Heininger, K., Chen, H. E., Jablokow, K. W. & Miller, S. R., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering Design
Screening
Students
Innovation
Design Process
2 Citations (Scopus)

Human validation of computer vs human generated design sketches

Lopez, C., Miller, S. R. & Tucker, C. S., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generative Models
Human
Design
Design Method
Biased

Integrating cadaver needle forces into a haptic robotic simulator

Pepley, D. F., Yovanoff, M. A., Mirkin, K. A., Miller, S. R., Han, D. C. & Moore, J. Z., Mar 1 2018, In : Journal of Medical Devices, Transactions of the ASME. 12, 1, 014501.

Research output: Contribution to journalArticle

Robotics
Cadaver
Needles
Simulators
Syringes
2 Citations (Scopus)

Investigating the Effect of Simulator Functional Fidelity and Personalized Feedback on Central Venous Catheterization Training

Yovanoff, M. A., Chen, H. E., Pepley, D. F., Mirkin, K. A., Han, D., Moore, J. Z. & Miller, S. R., Sep 1 2018, In : Journal of surgical education. 75, 5, p. 1410-1421 12 p.

Research output: Contribution to journalArticle

Central Venous Catheterization
Robotics
Manikins
resident
Self Efficacy
6 Citations (Scopus)
Dissection
Students
Education
Engineering education
Virtual reality

Sensibuildity: The design of a communication system to identify and prevent work-related injuries in the construction industry

Alzayed, M. A., Castro E Costa, E., Agarwal, P., Kakarlamudi, S., Bilen, S. G. & Miller, S. R., Jan 1 2018, 62nd Human Factors and Ergonomics Society Annual Meeting, HFES 2018. Human Factors and Ergonomics Society Inc., p. 1631-1635 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

construction industry
Construction industry
communication system
Communication systems
Feedback
4 Citations (Scopus)

Teaching design freedom: Exploring the effects of design for additive manufacturing education on the cognitive components of students’ creativity

Prabhu, R., Miller, S. R., Simpson, T. W. & Meisel, N. A., Jan 1 2018, 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Teaching
Manufacturing
Education
Students
3 Citations (Scopus)

The earlier the better? Investigating the importance of timing on effectiveness of design for additive manufacturing education

Prabhu, R., Simpson, T. W., Miller, S. R. & Meisel, N. A., Jan 1 2018, 44th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Timing
Manufacturing
Education
Students
1 Citation (Scopus)

Uncovering ownership bias: The influence of idea goodness and creativity on design professionals' concept selection practices

Zheng, X. & Miller, S. R., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design Process
Economic and social effects
Uniqueness
Decision Making
Design

Unpacking subjective creativity ratings: Using embeddings to explain and measure idea novelty

Ahmed, F., Fuge, M., Hunter, S. & Miller, S., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Excel
Evaluation
Computational methods
Scoring
Experimental Evaluation
1 Citation (Scopus)

When are designers willing to take risks? How concept creativity and prototype fidelity influence perceived risk

Starkey, E. M., Menold, J. & Miller, S. R., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fidelity
Prototype
Students
Decision making
Feedback
2017
1 Citation (Scopus)

An investigation into the driving factors of creativity in design for additive manufacturing

Barclift, M., Simpson, T. W., Nusiner, M. A. & Miller, S. R., Jan 1 2017, 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Manufacturing
Students
Engineering
Sketching
2 Citations (Scopus)

Can wearable sensors be used to capture engineering design team interactions? An investigation into the reliability of sociometric badges

Chen, H. E. & Miller, S. R., Jan 1 2017, 29th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering Design
Sensor
Interaction
Team Work
Wearable sensors
3 Citations (Scopus)

Does designing for additive manufacturing help us be more creative? an exploration in engineering design education

Sinha, S., Chen, H. E., Meisel, N. A. & Miller, S. R., Jan 1 2017, 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Engineering Design
Manufacturing
Education
Industrial engineering

Do technological advancements lead to learning enhancements? an exploration in virtual product dissection

Starkey, E. M., Spencer, C., Lesniak, K., Tucker, C. S. & Miller, S. R., Jan 1 2017, 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dissection
Student Learning
Enhancement
Students
Engineering
3 Citations (Scopus)

Linking creativity measurements to product market favorability: A data-mining approach

Christian, E. L. B., Zheng, X. & Miller, S. R., Jan 1 2017, 43rd Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linking
Data mining
Data Mining
Metric
Uncertainty

Measurement of syringe needle forces for a haptic robotic training device

Pepley, D., Yovanoff, M., Mirkin, K., Miller, S. R., Han, D. & Moore, J. Z., Jan 1 2017, Frontiers in Biomedical Devices, BIOMED - 2017 Design of Medical Devices Conference, DMD 2017. American Society of Mechanical Engineers, (Frontiers in Biomedical Devices, BIOMED - 2017 Design of Medical Devices Conference, DMD 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Syringes
Needles
Robotics
3 Citations (Scopus)

Mining for creativity: Determining the creativity of ideas through data mining techniques

Toh, C. A., Starkey, E. M., Tucker, C. S. & Miller, S. R., Jan 1 2017, 29th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), Vol. 7.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Mining
Data Mining
Learning systems
Machine Learning
5 Citations (Scopus)

Personalized learning in medical education: Designing a user interface for a dynamic haptic robotic trainer for central venous catheterization

Yovanoff, M., Pepley, D., Mirkin, K., Moore, J., Han, D. & Miller, S., Jan 1 2017, Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017. Human Factors an Ergonomics Society Inc., p. 615-619 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical education
user interface
Virtual reality
User interfaces
Learning systems
1 Citation (Scopus)

Risky business: The driving factors of creative risk taking attitudes in engineering design industry

Zheng, X. & Miller, S. R., Jan 1 2017, 29th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering Design
Industry
Engineering
Design Process
Education
6 Citations (Scopus)

Training Surgical Residents With a Haptic Robotic Central Venous Catheterization Simulator

Pepley, D. F., Gordon, A. B., Yovanoff, M. A., Mirkin, K. A., Miller, S. R., Han, D. & Moore, J. Z., Nov 1 2017, In : Journal of surgical education. 74, 6, p. 1066-1073 8 p.

Research output: Contribution to journalArticle

Central Venous Catheterization
Robotics
resident
virtual reality
simulation
2016
20 Citations (Scopus)

Abandoning creativity: The evolution of creative ideas in engineering design course projects

Starkey, E., Toh, C. A. & Miller, S. R., Nov 1 2016, In : Design Studies. 47, p. 47-72 26 p.

Research output: Contribution to journalArticle

creativity
Students
engineering
student
Engineering education
6 Citations (Scopus)

A virtual reality haptic robotic simulator for central venous catheterization training

Pepley, D., Yovanoff, M., Mirkin, K., Miller, S., Han, D. & Moore, J., Sep 1 2016, In : Journal of Medical Devices, Transactions of the ASME. 10, 3, 030937.

Research output: Contribution to journalArticle

Central Venous Catheterization
Robotics
Virtual reality
Simulators
11 Citations (Scopus)
Semantics
24 Citations (Scopus)
Students
Engineering education