User:Alexander L. Davis: Difference between revisions
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==About Me== | ==About Me== | ||
I am a post-doctoral fellow in the Department of Engineering and Public Policy at Carnegie Mellon University. | I am currently a post-doctoral fellow in the Department of [http://www.epp.cmu.edu/ Engineering and Public Policy] at Carnegie Mellon University. As a member of the [http://cedmcenter.org/ Center for Climate and Energy Decision-Making], I'm most actively involved in research about human decision-making with respect to energy use and climate change. This work, mostly with [http://www.andrew.cmu.edu/user/tamark/ Tamar Krishnamurti] and [http://gwongparodi.berkeley.edu/gwongparodi.berkeley.edu/Welcome.html Gabrielle Wong-Parodi], includes topics such as the design of field studies to test behavior change interventions, understanding the barriers to energy efficiency in both commercial and residential sectors, and preparedness, resiliance, and reliability of individuals and organizations in the face of climate change induced events (e.g., hurricanes). | ||
My second line of research, stemming from my dissertation work with my advisor [http://www.cmu.edu/dietrich/sds/people/faculty/baruch-fischhoff.html Baruch Fischhoff], looks at the psychology of experimental methods. Experiments often come out in unexpected ways, and this work has found that people tend to think unexpected results were caused by a flawed experiment, and, in turn, not worth sharing with the scientific community. | |||
A third line of research looks at human altruism using the methods of experimental economics. This work with [http://www.cmu.edu/dietrich/sds/people/faculty/john-miller.html John Miller], [http://www.econ.uzh.ch/faculty/weber.html Roberto Weber], and [http://www.andrew.cmu.edu/user/sudeepb/ Sudeep Bhatia] has specifically examined when and why people are willing to endure harm to prevent harm to others, finding greater altruism and egalitarianism when people make such a decision about harm than money. | |||
A third line of research looks at human altruism using the methods of experimental economics. This work with John Miller, Roberto Weber, and Sudeep Bhatia has specifically examined when and why people are willing to endure harm to prevent harm to others. | |||
==Contact Info== | ==Contact Info== | ||
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<!-- Feel free to add brief descriptions to your research interests as well --> | <!-- Feel free to add brief descriptions to your research interests as well --> | ||
*[[User:Alexander L. Davis/Notebook/Notebook_Template|Notebook Template]] | *[[User:Alexander L. Davis/Notebook/Notebook_Template|Notebook Template]] | ||
===Human Behavior and Electricity Consumption=== | |||
What are the cognitive and motivational factors involved in understanding one's electricity consumption? | |||
*[http://wpweb2.tepper.cmu.edu/energy-behavior/ CMU Energy and Behavior Group] | |||
====Setting a Standard for Electricity Pilot Studies==== | |||
Do pilot studies of residential energy use meet the standards of clinical trials? Can they? | |||
Davis, A., Krishnamurti, T., Fischhoff, B., and Bruine de Bruin, W. (2013). Setting a standard for electricity pilot studies. Energy Policy. In Press. [http://www.sciencedirect.com/science/article/pii/S0301421513007362] | |||
*[http://hdl.handle.net/1902.1/21586 Materials, Data, Statistical Analyses] | |||
====Creating an In-Home Display==== | |||
Can people learn from in-home electricity displays? What features of an in-home electricity display promote learning? | |||
Krishnamurti, T., Davis, A., Wong-Parodi, G., Wang, J., and Canfield, C. (2013). Creating an in-home display: Experimental evidence and guidelines for design. Applied Energy, 108, 448–458.[http://www.sciencedirect.com/science/article/pii/S0306261913002444] | |||
*[http://openwetware.org/wiki/IHD_Simulation:Notebook/IHD_Field_Trial Notebook] | |||
*[http://hdl.handle.net/1902.1/19153 Materials, Data, Statistical Analyses] | |||
====Predicting Participation in Energy Efficiency Programs==== | |||
Can we predict who volunteers for energy efficiency programs? | |||
Davis, A., Krishnamurti, T. (2013). The problems and solutions of predicting participation in energy efficiency programs. Applied Energy, 111, 277–287. [http://www.sciencedirect.com/science/article/pii/S0306261913004054] | |||
*[http://hdl.handle.net/1902.1/19154 Materials, Data, Statistical Analyses] | |||
====One Good Trial==== | |||
What does it take to do an energy efficiency trial up to FDA's standards? | |||
===Psychology of Methodology=== | ===Psychology of Methodology=== | ||
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====Communicating Uncertain Experimental Evidence==== | ====Communicating Uncertain Experimental Evidence==== | ||
To what degree are unexpected data attributed to methodological error in foresight and hindsight, and how does this relate to decisions to share the data? | To what degree are unexpected data attributed to methodological error in foresight and hindsight, and how does this relate to decisions to share the data? | ||
Davis, A., Fischhoff, B. (2013). Communicating uncertain experimental evidence. Journal of Experimental Psychology: Learning, Memory, and Cognition. In Press. [http://www.ncbi.nlm.nih.gov/pubmed/23895447] | |||
*[[User:Alexander_L._Davis/Notebook/Error_Models_and_Data_Sharing_in_Hindsight| Notebook]] | *[[User:Alexander_L._Davis/Notebook/Error_Models_and_Data_Sharing_in_Hindsight| Notebook]] | ||
*[http://hdl.handle.net/1902.1/14819 Materials, Data, Statistical Analyses] | *[http://hdl.handle.net/1902.1/14819 Materials, Data, Statistical Analyses] | ||
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*[[Media: | Manuscript pdf]] | *[[Media: | Manuscript pdf]] | ||
*[http://hdl.handle.net/1902.1/20318 Materials, Data, Statistical Analyses] | *[http://hdl.handle.net/1902.1/20318 Materials, Data, Statistical Analyses] | ||
====In the Problem Pit==== | |||
How can laypeople be involved in solving scientific problems? | |||
*[http://openwetware.org/wiki/User:Alexander_L._Davis/Notebook/In_the_Problem_Pit Notebook] | |||
*[[Media: | Manuscript pdf]] | |||
*[http://hdl.handle.net/1902.1/20523 Materials, Data, Statistical Analyses] | |||
===Human Altruism=== | ===Human Altruism=== | ||
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*[[User:| Notebook]] | *[[User:| Notebook]] | ||
*[[Media:]] | *[[Media:]] | ||
===The File-Drawer Problem (Dissertation)=== | ===The File-Drawer Problem (Dissertation)=== | ||
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*[http://hdl.handle.net/1902.1/18786 Materials, Data, Statistical Analyses] | *[http://hdl.handle.net/1902.1/18786 Materials, Data, Statistical Analyses] | ||
==Other Publications== | |||
<!-- Replace the PubMed ID's ("pmid=#######") below with the PubMed ID's for your publications. You can add or remove lines as needed --> | <!-- Replace the PubMed ID's ("pmid=#######") below with the PubMed ID's for your publications. You can add or remove lines as needed --> | ||
<biblio> | <biblio> | ||
Revision as of 06:36, 21 September 2013
About Me
I am currently a post-doctoral fellow in the Department of Engineering and Public Policy at Carnegie Mellon University. As a member of the Center for Climate and Energy Decision-Making, I'm most actively involved in research about human decision-making with respect to energy use and climate change. This work, mostly with Tamar Krishnamurti and Gabrielle Wong-Parodi, includes topics such as the design of field studies to test behavior change interventions, understanding the barriers to energy efficiency in both commercial and residential sectors, and preparedness, resiliance, and reliability of individuals and organizations in the face of climate change induced events (e.g., hurricanes).
My second line of research, stemming from my dissertation work with my advisor Baruch Fischhoff, looks at the psychology of experimental methods. Experiments often come out in unexpected ways, and this work has found that people tend to think unexpected results were caused by a flawed experiment, and, in turn, not worth sharing with the scientific community.
A third line of research looks at human altruism using the methods of experimental economics. This work with John Miller, Roberto Weber, and Sudeep Bhatia has specifically examined when and why people are willing to endure harm to prevent harm to others, finding greater altruism and egalitarianism when people make such a decision about harm than money.
Contact Info
- Alexander L. Davis
- Carnegie Mellon University
- 5000 Forbes Avenue
- Pittsburgh, PA, United States.
- Email me through OpenWetWare
Education (CV)
- 2012, PhD, Carnegie Mellon University, Behavioral Decision Research
- 2009, MS, Carnegie Mellon University, Behavioral Decision Research
- 2007, BS, Northern Arizona University, Psychology
Research and Lab Notebooks
Human Behavior and Electricity Consumption
What are the cognitive and motivational factors involved in understanding one's electricity consumption?
Setting a Standard for Electricity Pilot Studies
Do pilot studies of residential energy use meet the standards of clinical trials? Can they?
Davis, A., Krishnamurti, T., Fischhoff, B., and Bruine de Bruin, W. (2013). Setting a standard for electricity pilot studies. Energy Policy. In Press. [1]
Creating an In-Home Display
Can people learn from in-home electricity displays? What features of an in-home electricity display promote learning?
Krishnamurti, T., Davis, A., Wong-Parodi, G., Wang, J., and Canfield, C. (2013). Creating an in-home display: Experimental evidence and guidelines for design. Applied Energy, 108, 448–458.[2]
Predicting Participation in Energy Efficiency Programs
Can we predict who volunteers for energy efficiency programs?
Davis, A., Krishnamurti, T. (2013). The problems and solutions of predicting participation in energy efficiency programs. Applied Energy, 111, 277–287. [3]
One Good Trial
What does it take to do an energy efficiency trial up to FDA's standards?
Psychology of Methodology
What are the important psychological aspects of designing, implementing, interpreting, and reporting experimental research?
Communicating Uncertain Experimental Evidence
To what degree are unexpected data attributed to methodological error in foresight and hindsight, and how does this relate to decisions to share the data?
Davis, A., Fischhoff, B. (2013). Communicating uncertain experimental evidence. Journal of Experimental Psychology: Learning, Memory, and Cognition. In Press. [4]
Incentives, Error, and Data Sharing
Do incentives undermine decisions to share data when error in the data is possible?
Backdating Causal Theories
How do we evaluate theories that were not considered beforehand?
- Notebook
- [[Media: | Manuscript pdf]]
- Materials, Data, Statistical Analyses
In the Problem Pit
How can laypeople be involved in solving scientific problems?
- Notebook
- [[Media: | Manuscript pdf]]
- Materials, Data, Statistical Analyses
Human Altruism
How do humans behave when they can prevent harm to others by incurring it on themselves?
Generosity Across Contexts
Are we more altruistic when preventing harm to others?
Are Preferences for Harming Others Rational?
Are choices to inflict harm on ourselves or others consistent with the generalized axiom of revealed preferences?
- [[User:| Notebook]]
- [[Media:]]
The File-Drawer Problem (Dissertation)
Do we share data when we should?
Other Publications
-
Preparing for smart grid technologies: A behavioral decision research approach to understanding consumer expectations about smart meters
http://www.sciencedirect.com/science/article/pii/S0301421511009244
