
Academic Appointments
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Assistant Professor, Mechanical Engineering
Boards, Advisory Committees, Professional Organizations
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Outstanding Young Investigator, ASME Design Automation Committee (2012)
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Assistant Professor of Mechanical Engineering and Art & Design, Iowa State University (2009 - 2014)
Professional Education
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Postdoctoral Fellow, MIT Sloan School of Management, Marketing & Mechanical Engineering (2009)
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Ph.D., University of Michigan, Mechanical Engineering (2008)
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M.S., University of Michigan, Mechanical Engineering (2004)
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B.S., Brown University, Materials Science and Engineering (1998)
Current Research and Scholarly Interests
Research Focus
Research projects in Dr. MacDonald's IRIS Design lab have three foci: (1) Modeling the role of the public's decisions in effective large-scale sustainability implementation; (2) Improving engineering designers' abilities to address complex customer preference for sustainability; and (3) Using data on how consumers perceive products, especially visually, to understand how products are evaluated and subsequently improve those evaluations. These foci represent three corresponding design vantage points: (1) system-level; (2) human-scale or product-level, and (3) single-decision-level, as shown in the Figure. The exploration of these different vantage points is fundamental to performing insightful design research on complex design issues, such as sustainability.
Sustainable design readily spreads across many disciplines and necessarily requires an interdisciplinary and system-based design approach. At the heart of this system is the relationship between product engineering and human behavior. The designer must include this relationship in the product's design along with other sustainability concerns such as technology advancement, life cycle assessment, policy compliance, larger societal impact, and economic viability. As behavior is difficult for engineers to quantify, it can be lost in engineering analysis. The resulting sustainable products and technologies may not be used and/or purchased, may not be as efficient as predicted, and thus may not have the beneficial impact that they were designed to have. The relationship between the sustainable product engineering and human behavior can be quantified, for example by modeling decision-making, and incorporated into engineering analysis. Often, the reformulation of the engineering system problem required to accommodate human behavior is beneficial to other elements of the design. We perform research at the intersection of analytical design methods, conceptual design methods, and decision-making theory to design successful sustainable products and energy technologies.
2022-23 Courses
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Independent Studies (8)
- Engineering Problems
ME 391 (Aut, Win) - Engineering Problems and Experimental Investigation
ME 191 (Aut, Win, Spr) - Experimental Investigation of Engineering Problems
ME 392 (Aut, Win) - Honors Research
ME 191H (Win, Spr) - Ph.D. Research Rotation
ME 398 (Aut, Win, Spr) - Practical Training
ME 199A (Aut, Sum) - Practical Training
ME 299A (Sum) - Practical Training
ME 299B (Sum)
- Engineering Problems
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Prior Year Courses
2021-22 Courses
- Introduction to Mechanical Engineering
ME 1 (Aut)
2020-21 Courses
- Design Experiments
ME 341 (Win) - Introduction to Mechanical Engineering
ME 1 (Aut)
2019-20 Courses
- Design Experiments
ME 341 (Win) - Design Impact Master's Project II
ME 316B (Win)
- Introduction to Mechanical Engineering
Stanford Advisees
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Doctoral Dissertation Reader (AC)
Yiqing Ding -
Master's Program Advisor
Mohamed Nijad -
Doctoral (Program)
Orisa Coombs
All Publications
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Priming on Sustainable Design Idea Creation and Evaluation
SUSTAINABILITY
2021; 13 (9)
View details for DOI 10.3390/su13095227
View details for Web of Science ID 000650918200001
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Manipulating Users' Trust of Autonomous Products With Affective Priming
JOURNAL OF MECHANICAL DESIGN
2021; 143 (5)
View details for DOI 10.1115/1.4048640
View details for Web of Science ID 000636821800005
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Quantifying the Importance of Solar Soft Costs: A New Method to Apply Sensitivity Analysis to a Value Function
JOURNAL OF MECHANICAL DESIGN
2020; 142 (12)
View details for DOI 10.1115/1.4048456
View details for Web of Science ID 000591557800004
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Agent-Based Modeling of Decisions and Developer Actions in Wind Farm Landowner Contract Acceptance
JOURNAL OF MECHANICAL DESIGN
2020; 142 (9)
View details for DOI 10.1115/1.4047153
View details for Web of Science ID 000561232600008
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A human-centered design approach to evaluating factors in residential solar PV adoption: A survey of homeowners in California and Massachusetts
RENEWABLE ENERGY
2020; 151: 503–13
View details for DOI 10.1016/j.renene.2019.11.047
View details for Web of Science ID 000521120700043
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Designing linked journey maps to understand the complexities of the residential solar energy market
RENEWABLE ENERGY
2020; 145: 1910–22
View details for DOI 10.1016/j.renene.2019.06.018
View details for Web of Science ID 000506910000041
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Revealing insights of users' perception: an approach to evaluate wearable products based on emotions
DESIGN SCIENCE
2020; 6
View details for DOI 10.1017/dsj.2020.7
View details for Web of Science ID 000545107700001
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AGENT-BASED MODELING OF DECISIONS AND DEVELOPER ACTIONS IN WIND FARM LANDOWNER CONTRACT ACCEPTANCE
AMER SOC MECHANICAL ENGINEERS. 2020
View details for Web of Science ID 000518726900049
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EXTRACTING CUSTOMER PERCEPTIONS OF PRODUCT SUSTAINABILITY FROM ONLINE REVIEWS
AMER SOC MECHANICAL ENGINEERS. 2020
View details for Web of Science ID 000518726900048
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A WIZARD-OF-OZ EXPERIMENT TO DEMONSTRATE WATER REDUCTION AND USER TRAINING WITH AN "AUTONOMOUS" FAUCET
AMER SOC MECHANICAL ENGINEERS. 2020
View details for Web of Science ID 000519155000051
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MANIPULATING TRUST OF AUTONOMOUS PRODUCTS WITH AFFECTIVE PRIMING
AMER SOC MECHANICAL ENGINEERS. 2020
View details for Web of Science ID 000519155000041
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Extracting Customer Perceptions of Product Sustainability From Online Reviews
ASME. 2019
View details for DOI 10.1115/1.4044522
View details for Web of Science ID 000506893800005
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Consideration-Constrained Engineering Design for Strategic Insights
JOURNAL OF MECHANICAL DESIGN
2019; 141 (6)
View details for DOI 10.1115/1.4041916
View details for Web of Science ID 000466838800010
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Examining the Influence of Solar Panel Installers on Design Innovation and Market Penetration
JOURNAL OF MECHANICAL DESIGN
2019; 141 (4)
View details for DOI 10.1115/1.4042343
View details for Web of Science ID 000461036400006
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A Test of the Rapid Formation of Design Cues for Product Body Shapes and Features
JOURNAL OF MECHANICAL DESIGN
2018; 140 (7)
View details for DOI 10.1115/1.4039768
View details for Web of Science ID 000433143000002
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Exploring the Effects of a Product's Sustainability Triggers on Pro-Environmental Decision-Making
JOURNAL OF MECHANICAL DESIGN
2018; 140 (1)
View details for DOI 10.1115/1.4038252
View details for Web of Science ID 000417296300003
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EFFECTS OF COLLAGE PRIMING ON SUSTAINABLE DESIGN IDEA CREATION AND ASSESSMENT
AMER SOC MECHANICAL ENGINEERS. 2018
View details for Web of Science ID 000461262000056
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Priming Designers Leads to Prime Designs
DESIGN THINKING RESEARCH: MAKING DISTINCTIONS: COLLABORATION VERSUS COOPERATION
2018: 251–73
View details for DOI 10.1007/978-3-319-60967-6_13
View details for Web of Science ID 000432741300014
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Wind Farm Layout Sensitivity Analysis and Probabilistic Model of Landowner Decisions
JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME
2017; 139 (3)
View details for DOI 10.1115/1.4035423
View details for Web of Science ID 000399077300003
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EXAMINING THE INFLUENCE OF SOLAR PANEL INSTALLERS ON DESIGN INNOVATION AND MARKET PENETRATION
AMER SOC MECHANICAL ENGINEERS. 2017
View details for Web of Science ID 000423243800026
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Modeling noise and lease soft costs improves wind farm design and cost-of-energy predictions
RENEWABLE ENERGY
2016; 97: 849-859
View details for DOI 10.1016/j.renene.2016.05.045
View details for Web of Science ID 000380600500076
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Products' Shared Visual Features Do Not Cancel in Consumer Decisions
JOURNAL OF MECHANICAL DESIGN
2015; 137 (7)
View details for DOI 10.1115/1.4030162
View details for Web of Science ID 000355204900010
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Seven cognitive concepts for successful eco-design
JOURNAL OF CLEANER PRODUCTION
2015; 92: 23-36
View details for DOI 10.1016/j.jclepro.2014.12.096
View details for Web of Science ID 000351649900003