Research Output 1977 2019

2013
39 Citations (Scopus)

What can we learn from benefit transfer errors? Evidence from 20 years of research on convergent validity

Kaul, S., Boyle, K. J., Kuminoff, N., Parmeter, C. F. & Pope, J. C., Jul 2013, In : Journal of Environmental Economics and Management. 66, 1, p. 90-104 15 p.

Research output: Contribution to journalArticle

contingent valuation
metadata
meta-analysis
transfer function
valuation
2 Citations (Scopus)

What is in a name? On the misuse of information theoretic dispersion measures as design complexity metrics

Shah, J. J. & Runger, G., 2013, In : Journal of Engineering Design. 24, 9, p. 662-680 19 p.

Research output: Contribution to journalArticle

Entropy
Information theory
38 Citations (Scopus)

Who's Seeking Whom? Coalition Behavior of a Weaker Player in Buyer-Supplier Relationships

Bastl, M., Johnson, M. & Choi, T., Jan 2013, In : Journal of Supply Chain Management. 49, 1, p. 8-28 21 p.

Research output: Contribution to journalArticle

Supply chains
Suppliers
Buyer-supplier relationships
Buyers
Triad
2012
3 Citations (Scopus)

A modified measure of health care disparities applied to birth weight disparities and subsequent mortality

Butler, R. J., Wilson, B. L. & Johnson, W., Feb 2012, In : Health Economics. 21, 2, p. 113-126 14 p.

Research output: Contribution to journalArticle

Healthcare Disparities
Birth Weight
Mortality
Hispanic Americans
Prenatal Care
8 Citations (Scopus)

A novel approach to identifying hedonic demand parameters

Kuminoff, N. & Pope, J. C., Sep 2012, In : Economics Letters. 116, 3, p. 374-376 3 p.

Research output: Contribution to journalArticle

Differentiated products
Demand estimation
Demand curve
Reduced form
Hedonic price function
2 Citations (Scopus)

A statistical framework for multiparameter analysis at the single-cell level

Torres-García, W., Ashili, S., Kelbauskas, L., Johnson, R. H., Zhang, W., Runger, G. & Meldrum, D., Mar 2012, In : Molecular BioSystems. 8, 3, p. 804-817 14 p.

Research output: Contribution to journalArticle

Single-Cell Analysis
Oxygen Consumption
Access to Information
Barrett Esophagus
3 Citations (Scopus)
Fermentation
Feature Extraction
Batch
Shrinkage
Partial Least Squares
1 Citation (Scopus)

Breadth and depth: The impact of ICT adoption on outreach capabilities of microfinance institutions

Weber, D. M., Kulkarni, U. & Riggins, F. J., 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. Vol. 2. p. 1211-1223 13 p.

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

microfinance
communication technology
information technology
Communication
poverty
9 Citations (Scopus)

Contingent valuation scenarios for chronic illnesses: The case of childhood asthma

Brandt, S., Vásquez Lavín, F. & Hanemann, W., Dec 2012, In : Value in Health. 15, 8, p. 1077-1083 7 p.

Research output: Contribution to journalArticle

Chronic Disease
Asthma
Econometric Models
Attitude to Health
Focus Groups
1 Citation (Scopus)

Disability Risk Management and Postinjury Employment of Workers With Back Pain

Johnson, W., Butler, R. J., Baldwin, M. & Côté, P., Mar 2012, In : Risk Management and Insurance Review. 15, 1, p. 35-55 21 p.

Research output: Contribution to journalArticle

Risk management
Pain
Attrition
Workers
Employers
climate change
impact assessment
1 Citation (Scopus)

Exploring the grand challenges for next generation e-Business: Selected papers from the workshop on e-Business 2009

Santanam, R., Rao, H. R. & Sharman, R., Sep 2012, In : Information Systems and e-Business Management. 10, 3, p. 277-278 2 p.

Research output: Contribution to journalArticle

Industry
52 Citations (Scopus)

Feature selection via regularized trees

Deng, H. & Runger, G., 2012, Proceedings of the International Joint Conference on Neural Networks. 6252640

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

Feature extraction
Classifiers

It's not all about the music: User preference for musicians on Facebook

Sopha, M. & Santanam, R., 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. Vol. 4. p. 3315-3323 9 p.

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

musician
facebook
social media
music
Students
24 Citations (Scopus)

Performance evaluation of production of IT capital goods across OECD countries: A stochastic frontier approach to Malmquist index

Chou, Y. C., Shao, B. & Lin, W. T., Dec 2012, In : Decision Support Systems. 54, 1, p. 173-184 12 p.

Research output: Contribution to journalArticle

Information technology
Economics
Technology
Industry
Productivity
1 Citation (Scopus)

Policy: Public support for clean energy

Hanemann, W., Aug 2012, In : Nature Climate Change. 2, 8, p. 573-574 2 p.

Research output: Contribution to journalArticle

public access
clean development mechanism
open channel
public support
environmental policy
10 Citations (Scopus)

Relationship between particulate matter and childhood asthma-basis of a future warning system for central Phoenix

Dimitrova, R., Lurponglukana, N., Fernando, H. J. S., Runger, G., Hyde, P., Hedquist, B. C., Anderson, J., Bannister, W. & Johnson, W., 2012, In : Atmospheric Chemistry and Physics. 12, 5, p. 2479-2490 12 p.

Research output: Contribution to journalArticle

warning system
asthma
particulate matter
early warning system
census
99 Citations (Scopus)

Research opportunities in purchasing and supply management

Schoenherr, T., Modi, S. B., Benton, W. C., Carter, C., Choi, T., Larson, P. D., Leenders, M. R., Mabert, V. A., Narasimhan, R. & Wagner, S. M., Aug 15 2012, In : International Journal of Production Research. 50, 16, p. 4556-4579 24 p.

Research output: Contribution to journalArticle

Purchasing
Outsourcing
Supply management
Innovation
Industry

Rule-based methods for diagnosing out-of-control signals

Dávila, S., Torres-Burgos, M. & Runger, G., 2012, 62nd IIE Annual Conference and Expo 2012. Institute of Industrial Engineers, p. 1506-1515 10 p.

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

Data mining
1 Citation (Scopus)

Statistical analysis of data from dilution assays with censored correlated counts

Quiroz, J., Wilson, J. & Roychoudhury, S., Jan 2012, In : Pharmaceutical Statistics. 11, 1, p. 63-73 11 p.

Research output: Contribution to journalArticle

Statistical Data Interpretation
Statistical Models
Censoring
Statistical Analysis
Limit of Detection
25 Citations (Scopus)

System monitoring with real-time contrasts

Deng, H., Runger, G. & Tuv, E., Jan 2012, In : Journal of Quality Technology. 44, 1, p. 9-27 19 p.

Research output: Contribution to journalArticle

Monitoring
Labels
Classifiers
Statistics
Process monitoring
8 Citations (Scopus)

Tangent hyperplane kernel principal component analysis for denoising

Im, J. K., Apley, D. W. & Runger, G., 2012, In : IEEE Transactions on Neural Networks and Learning Systems. 23, 4, p. 644-656 13 p., 6156791.

Research output: Contribution to journalArticle

Principal component analysis
Tuning
8 Citations (Scopus)

Target pricing: Demand-side versus supply-side approaches

Li, H., Wang, Y., Yin, R., Kull, T. & Choi, T., Mar 2012, In : International Journal of Production Economics. 136, 1, p. 172-184 13 p.

Research output: Contribution to journalArticle

Costs
Cost reduction
Profitability
Supply side
Pricing

The role of information and communication technologies in transition economies

Lee, G., Shao, B. & Vinze, A. S., 2012, 18th Americas Conference on Information Systems 2012, AMCIS 2012. Vol. 6. p. 4416-4427 12 p.

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

communication technology
information technology
economy
Communication
job creation
10 Citations (Scopus)

The Role of Policy in the Prevention of Personal Health Record (PHR) Market Failure

Baird, A., Santanam, R. & Tulledge-Scheitel, S. M., Apr 2012, In : Journal of Information Technology and Politics. 9, 2, p. 117-132 16 p.

Research output: Contribution to journalArticle

market failure
Health
market
health
health information
22 Citations (Scopus)

Understanding contingencies associated with the early adoption of customer-facing web portals

Baird, A., Furukawa, M. & Santanam, R., Oct 1 2012, In : Journal of Management Information Systems. 29, 2, p. 293-324 32 p.

Research output: Contribution to journalArticle

Facings
Innovation
Health care
World Wide Web
Contingency
3 Citations (Scopus)

Updates from the editors

Choi, T. & Guide, V. D. R., Nov 2012, In : Journal of Operations Management. 30, 7-8, p. 507-508 2 p.

Research output: Contribution to journalArticle

2011
6 Citations (Scopus)

An introduction to a new journal for Healthcare Systems Engineering

Fowler, J., Benneyan, J. C., Carayon, P., Denton, B. T., Keskinocak, P. & Runger, G., 2011, In : IIE Transactions on Healthcare Systems Engineering. 1, 1, p. 1-5 5 p.

Research output: Contribution to journalArticle

systems engineering
Systems engineering
Delivery of Health Care
49 Citations (Scopus)

Bias of importance measures for multi-valued attributes and solutions

Deng, H., Runger, G. & Tuv, E., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6792 LNCS. p. 293-300 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6792 LNCS, no. PART 2).

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

Supervised learning
Attribute
Sampling
Experiments
Predictors
2 Citations (Scopus)

Business intelligence in corporate risk management

Lee, G. & Kulkarni, U., 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. Vol. 5. p. 3720-3730 11 p.

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

Competitive intelligence
Risk management
risk management
intelligence
Information technology

Decision support for containing pandemic propagation

Arora, H., Santanam, R. & Vinze, A., Dec 2011, In : ACM Transactions on Management Information Systems. 2, 4, 23.

Research output: Contribution to journalArticle

Drug products
Disasters
Decision making
Propagation
Decision support
43 Citations (Scopus)

Don't let your supply chain control your business

Choi, T. & Linton, T., Dec 2011, In : Harvard Business Review. 89, 12

Research output: Contribution to journalArticle

Supply chains
Industry
Supply chain control

Early adoption of patient portals by U.S. hospitals

Baird, A., Furukawa, M. F. & Santanam, R., 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. Vol. 1. p. 650-659 10 p.

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

Electronic medical equipment
Innovation
electronics
innovation
Facings
2 Citations (Scopus)

Economic Burden

Butler, R. J., Johnson, W. & Gubler, T., 2011, Work and Cancer Survivors. Springer New York, p. 25-71 47 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Economics
Survivors
Neoplasms
Quality of Life
Therapeutics
31 Citations (Scopus)

Effects of nonadherence with prescription drugs among older adults

Butler, R. J., Davis, T. K., Johnson, W. & Gardner, H. H., Feb 2011, In : American Journal of Managed Care. 17, 2, p. 153-160 8 p.

Research output: Contribution to journalArticle

Prescription Drugs
Hospital Emergency Service
Prescriptions
Hypercholesterolemia
Chronic Obstructive Pulmonary Disease
28 Citations (Scopus)
Electronic Health Records
Nursing
Nurses
Databases
Contracts
6 Citations (Scopus)

Endometrial cancer surgery in Arizona: A statewide analysis of access to care

Benjamin, I., Dalton, H., Qiu, Y., Cayco, L., Johnson, W. & Balducci, J., Apr 2011, In : Gynecologic Oncology. 121, 1, p. 83-86 4 p.

Research output: Contribution to journalArticle

Endometrial Neoplasms
Insurance
International Classification of Diseases
Insurance Coverage
North American Indians
3 Citations (Scopus)

Exact logistic models for nested binary data

Troxler, S., Lalonde, T. & Wilson, J., Apr 15 2011, In : Statistics in Medicine. 30, 8, p. 866-876 11 p.

Research output: Contribution to journalArticle

Logistic Model
Binary Data
Cluster Analysis
Logistic Models
Clustering
2 Citations (Scopus)

Extracting geographic knowledge from sensor intervention data using spatial association rules

Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., 2011, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. p. 127-130 4 p. 5969018

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

Association rules
Geographic information systems
Data mining
Sensors
3 Citations (Scopus)

Fault detection for batch monitoring and discrete wavelet transforms

Li, F., Church, G., Janakiram, M., Gholston, H. & Runger, G., Dec 2011, In : Quality and Reliability Engineering International. 27, 8, p. 999-1008 10 p.

Research output: Contribution to journalArticle

Discrete wavelet transforms
Fault detection
Wavelet decomposition
Monitoring
Time series
1 Citation (Scopus)

Feature extraction and classification models for high-dimensional profile data

Shinde, A., Church, G., Janakiram, M. & Runger, G., Nov 2011, In : Quality and Reliability Engineering International. 27, 7, p. 885-893 9 p.

Research output: Contribution to journalArticle

Feature extraction
Time series
Preventive maintenance
Discrete wavelet transforms
Screening
1 Citation (Scopus)

High-dimensional surveillance

Dávila, S., Runger, G. & Tuv, E., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6792 LNCS. p. 245-252 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6792 LNCS, no. PART 2).

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

Supervised learning
Surveillance
Feature extraction
High-dimensional
Attribute

Hospital analytics adoption: Determinants of choice and performance impacts

Baird, A., Furukawa, M. F. & Santanam, R., 2011, 17th Americas Conference on Information Systems 2011, AMCIS 2011. Vol. 1. p. 660 1 p.

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

Electronic medical equipment
determinants
electronics
performance
Data warehouses
6 Citations (Scopus)

Image denoising with a multi-phase kernel principal component approach and an ensemble version

Sahu, A., Runger, G. & Apley, D., 2011, Proceedings - Applied Imagery Pattern Recognition Workshop. 6176339

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

Image denoising
Principal component analysis
Linear algebra
Image classification
Convergence of numerical methods
8 Citations (Scopus)

Integrative analysis of transcriptomic and proteomic data of Shewanella oneidensis: Missing value imputation using temporal datasets

Torres-García, W., Brown, S. D., Johnson, R. H., Zhang, W., Runger, G. & Meldrum, D., Apr 1 2011, In : Molecular BioSystems. 7, 4, p. 1093-1104 12 p.

Research output: Contribution to journalArticle

Shewanella
Proteomics
Gene Expression
Proteins
Messenger RNA

IT adoption: Healthcare metrics tracking

Freeze, R. D., Santanam, R., Vinze, A. & Furukawa, M., 2011, Proceedings of the Annual Hawaii International Conference on System Sciences. p. 2900-2909 10 p. 6149177

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

Electronic medical equipment
Composite materials

Learning markov blankets for continuous or discrete networks via feature selection

Deng, H., Davila, S., Runger, G. & Tuv, E., 2011, Studies in Computational Intelligence. Vol. 373. p. 117-131 15 p. (Studies in Computational Intelligence; vol. 373).

Research output: Chapter in Book/Report/Conference proceedingChapter

Feature extraction
Linear networks
Bayesian networks
Model structures
Redundancy
3 Citations (Scopus)

Loss Reduction Through Worker Satisfaction: The Case of Workers' Compensation

Butler, R. J. & Johnson, W., Mar 2011, In : Risk Management and Insurance Review. 14, 1, p. 1-26 26 p.

Research output: Contribution to journalArticle

Workers
Workers' compensation
Pain
Health care providers
Costs
6 Citations (Scopus)

Misuse of Information-theoretic dispersion measures as design complexity metrics

Shah, J. J. & Runger, G., 2011, Proceedings of the ASME Design Engineering Technical Conference. Vol. 9. p. 395-404 10 p.

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

Metric
Information theory
Information Content
Entropy
Information Theory
5 Citations (Scopus)

Partitioned partial least squares regression with application to a batch fermentation process

Andersen, S. W. & Runger, G., Apr 2011, In : Journal of Chemometrics. 25, 4, p. 159-168 10 p.

Research output: Contribution to journalArticle

Partial Least Squares Regression
Fermentation
Partial Least Squares
Batch
Standardization