Research Output 1977 2019

2016
20 Citations (Scopus)
Information technology
Innovation
Productivity
Industry
Service industries

A theory of two-zoned networks for platform-mediated markets

Li, Z. & Shao, B., 2016, AMCIS 2016: Surfing the IT Innovation Wave - 22nd Americas Conference on Information Systems. Association for Information Systems

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

Information technology
Economics
3 Citations (Scopus)

Automated data mining methods for identifying energy efficiency opportunities using whole-building electricity data

Howard, P., Runger, G., Reddy, T. A. & Katipamula, S., 2016, ASHRAE Transactions - ASHRAE Winter Conference. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 122. p. 422-433 12 p.

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

Data mining
Energy efficiency
Electricity
Office buildings
Gas emissions
9 Citations (Scopus)

Choice inconsistencies among the elderly: Evidence from plan choice in the Medicare part D program: Comment

Ketcham, J., Kuminoff, N. & Powers, C. A., Dec 1 2016, In : American Economic Review. 106, 12, p. 3932-3961 30 p.

Research output: Contribution to journalArticle

Medicare
Inconsistency
Psychological
Enrollment
Utility maximization
4 Citations (Scopus)

Critical Uncertainties and Gaps in the Environmental-and Social-Impact Assessment of the Proposed Interoceanic Canal through Nicaragua

Huete-Perez, J. A., Ortega-Hegg, M., Urquhart, G. R., Covich, A. P., Vammen, K., Rittmann, B., Miranda, J. C., Espinoza-Corriols, S., Acevedo, A., Acosta, M. L., Gómez, J. P., Brett, M. T., Hanemann, W., Härer, A., Incer-Barquero, J., Joyce, F. J., Wesley Lauer, J., Maes, J. M., Tomson, M. B., Meyer, A. & 4 others, Montenegro-Guillen, S., Lindsay Whitlow, W., Schnoor, J. L. & Alvarez, P. J. J., Aug 1 2016, In : BioScience. 66, 8, p. 632-645 14 p.

Research output: Contribution to journalReview article

Nicaragua
social impact
canals (waterways)
Social Change
Uncertainty
4 Citations (Scopus)

Discovering the Nature of Variation in Nonlinear Profile Data

Shi, Z., Apley, D. W. & Runger, G., Jul 2 2016, In : Technometrics. 58, 3, p. 371-382 12 p.

Research output: Contribution to journalArticle

Monitoring
Supervised learning
Animation
Quality control
Websites

Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis

Howard, P., Apley, D. W. & Runger, G., Oct 26 2016, (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalArticle

Principal component analysis
Neural networks
Backpropagation
2 Citations (Scopus)

Duration of disability, job mismatch and employment outcomes

Choe, C. & Baldwin, M., Jul 20 2016, (Accepted/In press) In : Applied Economics. p. 1-15 15 p.

Research output: Contribution to journalArticle

Mismatch
Workers
Wages
Functional limitations
Program participation

EEG-based user performance prediction using random forest in a dynamic learning environment

Lujan-Moreno, G. A., Atkinson, R. & Runger, G., Jan 1 2016, Intelligent Tutoring Systems: Structure, Applications and Challenges. Nova Science Publishers, Inc., p. 105-128 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Electroencephalography
Power spectral density
Feature extraction
Bandwidth
Sensors
13 Citations (Scopus)

Gender differences in Alzheimer disease: Brain atrophy, histopathology burden, and cognition

Filon, J. R., Intorcia, A. J., Sue, L. I., Vazquez Arreola, E., Wilson, J., Davis, K. J., Sabbagh, M. N., Belden, C. M., Caselli, R. J., Adler, C. H., Woodruff, B. K., Rapscak, S. Z., Ahern, G. L., Burke, A. D., Jacobson, S., Shill, H. A., Driver-Dunckley, E., Chen, K., Reiman, E. M., Beach, T. G. & 1 others, Serrano, G. E., Aug 1 2016, In : Journal of Neuropathology and Experimental Neurology. 75, 8, p. 748-754 7 p.

Research output: Contribution to journalArticle

Cognition
Atrophy
Alzheimer Disease
Brain
Amyloid Plaques
17 Citations (Scopus)

Increased Plasma Beta-Secretase 1 May Predict Conversion to Alzheimer's Disease Dementia in Individuals With Mild Cognitive Impairment

Shen, Y., Wang, H., Sun, Q., Yao, H., Keegan, A. P., Mullan, M., Wilson, J., Lista, S., Leyhe, T., Laske, C., Rujescu, D., Levey, A., Wallin, A., Blennow, K., Li, R. & Hampel, H., Sep 14 2016, (Accepted/In press) In : Biological Psychiatry.

Research output: Contribution to journalArticle

Amyloid Precursor Protein Secretases
Alzheimer Disease
Healthy Volunteers
Cognitive Dysfunction
Cerebrospinal Fluid
10 Citations (Scopus)

Making Environmental SCM Initiatives Work-Moving Beyond the Dyad to Gain Affective Commitment

Wichmann, B. K., Carter, C., Kaufmann, L. & Wilson, J., Jan 1 2016, In : Journal of Supply Chain Management. 52, 1, p. 21-40 20 p.

Research output: Contribution to journalArticle

Environmental management
Supply chain management
Personnel
Sustainable development
Industry
2 Citations (Scopus)

Measures of satisfaction for providers and patients using same day teledermoscopy consultation

Kenney, A. S., Yiannias, J. A., Santanam, R., David, P. S., Chang, Y. H. H. & Greig, H. E., Jul 1 2016, In : International Journal of Dermatology. 55, 7, p. 781-785 5 p.

Research output: Contribution to journalArticle

Patient Satisfaction
Referral and Consultation
Medically Underserved Area
Internal Medicine
Lenses
20 Citations (Scopus)

Monitoring temporal homogeneity in attributed network streams

Azarnoush, B., Paynabar, K., Bekki, J. & Runger, G., Jan 1 2016, In : Journal of Quality Technology. 48, 1, p. 28-43 16 p.

Research output: Contribution to journalArticle

Monitoring
Large scale systems
Decision making
Experiments
Homogeneity

Multivariate bounded process adjustment schemes

Govind, N., del Castillo, E., Runger, G. & Janakiram, M., Jul 17 2016, (Accepted/In press) In : Quality Technology and Quantitative Management. p. 1-21 21 p.

Research output: Contribution to journalArticle

Kalman filters
MATLAB
Costs
Semiconductor materials
Controllers
36 Citations (Scopus)

Opportunities for advances in climate change economics

Burke, M., Craxton, M., Kolstad, C. D., Onda, C., Allcott, H., Baker, E., Barrage, L., Carson, R., Gillingham, K., Graf-Zivin, J., Greenstone, M., Hallegatte, S., Hanemann, W., Heal, G., Hsiang, S., Jones, B., Kelly, D. L., Kopp, R., Kotchen, M., Mendelsohn, R. & 8 others, Meng, K., Metcalf, G., Moreno-Cruz, J., Pindyck, R., Rose, S., Rudik, I., Stock, J. & Tol, R. S. J., Apr 15 2016, In : Science. 352, 6283, p. 292-293 2 p.

Research output: Contribution to journalReview article

Predictive modeling using a nationally representative database to identify patients at risk of developing microalbuminuria

Villa-Zapata, L., Warholak, T., Slack, M., Malone, D., Murcko, A., Runger, G. & Levengood, M., Feb 1 2016, In : International Urology and Nephrology. 48, 2, p. 249-256 8 p.

Research output: Contribution to journalArticle

Databases
Nutrition Surveys
Blood Pressure
Blood Urea Nitrogen
ROC Curve
3 Citations (Scopus)

Product line extension in consumer software markets in the presence of free alternatives

Baird, A., Miller, C. J., Santanam, R. & Sinha, R. K., Jun 1 2016, In : Information Systems Research. 27, 2, p. 282-301 20 p.

Research output: Contribution to journalArticle

piracy
willingness to pay
market
Costs
costs
1 Citation (Scopus)

Rating the digital help: electronic medical records, software providers, and physicians

Butler, R. J. & Johnson, W., Sep 1 2016, In : International Journal of Health Economics and Management. 16, 3, p. 269-283 15 p.

Research output: Contribution to journalArticle

Electronic Health Records
Software
Physicians
Electronic medical record
Rating
5 Citations (Scopus)

Registered Nurses: The Curious Case of a Persistent Shortage

Johnson, W., Butler, R., Harootunian, G., Wilson, B. & Linan, M., Jul 1 2016, In : Journal of Nursing Scholarship. 48, 4, p. 387-396 10 p.

Research output: Contribution to journalArticle

Nurses
Nursing
Uncompensated Care
Retirement
Salaries and Fringe Benefits
3 Citations (Scopus)

The downside risk of climate change in California’s Central Valley agricultural sector

Hanemann, W., Sayre, S. S. & Dale, L., Apr 4 2016, (Accepted/In press) In : Climatic Change. p. 1-13 13 p.

Research output: Contribution to journalArticle

valley
climate change
agriculture
profitability
water supply
1 Citation (Scopus)

The role of quality in mobile app markets

Lee, G. & Santanam, R., 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems

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

Application programs
Sales
26 Citations (Scopus)

Time series representation and similarity based on local autopatterns

Baydogan, M. G. & Runger, G., Mar 1 2016, In : Data Mining and Knowledge Discovery. 30, 2, p. 476-509 34 p.

Research output: Contribution to journalArticle

Time series
Data mining
Finance
Medicine
Fourier transforms

Who will have Sustainable Employment After a Back Injury? The Development of a Clinical Prediction Model in a Cohort of Injured Workers

Shearer, H. M., Côté, P., Boyle, E., Hayden, J. A., Frank, J. & Johnson, W., Nov 2 2016, (Accepted/In press) In : Journal of Occupational Rehabilitation. p. 1-11 11 p.

Research output: Contribution to journalArticle

Back Injuries
Jurisprudence
Low Back Pain
Workers' Compensation
Mental Health
2015

Assessing order effects in online community-based health forums

Mousavi, R., Santanam, R. & Frey, K., 2015, 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015. Association for Information Systems

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

Online Communities
internet community
Health
health
Learning systems
3 Citations (Scopus)

Assessing the business values of information technology and e-commerce independently and jointly

Lin, W. T., Chen, Y. H. & Shao, B., Sep 16 2015, In : European Journal of Operational Research. 245, 3, p. 815-827 13 p.

Research output: Contribution to journalArticle

Value of Information
Electronic commerce
Electronic Commerce
Information Technology
Information technology
12 Citations (Scopus)

Associating consumer perceived value with business models for digital services

Baird, A. & Santanam, R., Jan 10 2015, In : European Journal of Information Systems. 24, 1, p. 4-22 19 p.

Research output: Contribution to journalArticle

Health
Values
Industry
health
service provider
34 Citations (Scopus)

A Theory of the Nexus Supplier: A Critical Supplier From A Network Perspective

Yan, T., Choi, T., Kim, Y. & Yang, Y., Jan 1 2015, In : Journal of Supply Chain Management. 51, 1, p. 52-66 15 p.

Research output: Contribution to journalArticle

Profitability
Suppliers
43 Citations (Scopus)

Business analytics in the context of big data: A roadmap for research

Phillips-Wren, G., Iyer, L. S., Kulkarni, U. & Ariyachandra, T., 2015, In : Communications of the Association for Information Systems. 37, p. 448-472 25 p.

Research output: Contribution to journalArticle

Industry
Decision support systems
Big data
Innovation
Decision making
17 Citations (Scopus)

Buyer-supplier embeddedness and patterns of innovation

Kim, Y., Choi, T. & Skilton, P. F., Mar 2 2015, In : International Journal of Operations and Production Management. 35, 3, p. 318-345 28 p.

Research output: Contribution to journalArticle

Innovation
Drawing (graphics)
Embeddedness
Suppliers
Buyers

Comparative effectiveness research: A roadmap for physical activity and lifestyle

Jakicic, J. M., Sox, H., Blair, S. N., Bensink, M., Johnson, W., King, A. C., Nahum-Shani, I. M. L., Sallis, J. F., Sallis, R. E., Craft, L., Whitehead, J. R. & Ainsworth, B., 2015, In : Medicine and Science in Sports and Exercise. 47, 8, p. 1747-1754 8 p.

Research output: Contribution to journalArticle

Comparative Effectiveness Research
Life Style
Exercise
Chronic Disease
Consensus
26 Citations (Scopus)

Deep, Sticky, Transient, and Gracious: An Expanded Buyer-Supplier Relationship Typology

Kim, Y. & Choi, T., Jul 1 2015, In : Journal of Supply Chain Management. 51, 3, p. 61-86 26 p.

Research output: Contribution to journalArticle

Labels
Buyer-supplier relationships
4 Citations (Scopus)

Environmental regulations and the welfare effects of job layoffs in the United States: A spatial approach

Kuminoff, N., Schoellman, T. & Timminsy, C., Jul 1 2015, In : Review of Environmental Economics and Policy. 9, 2, p. 198-218 21 p.

Research output: Contribution to journalArticle

welfare economics
spatial analysis
environmental policy
effect
regulation
2 Citations (Scopus)

Information initiatives of mobile retailers: A regression analysis of zero-truncated count data with underdispersion

Chou, Y. C., Chuang, H. H. C. & Shao, B., Jul 1 2015, In : Applied Stochastic Models in Business and Industry. 31, 4, p. 457-463 7 p.

Research output: Contribution to journalArticle

Underdispersion
Truncated Data
Count Data
Regression Analysis
Regression analysis
3 Citations (Scopus)

Innovative Statistical Methods for Public Health Data

Chen, D. G. D. & Wilson, J., Aug 31 2015, Springer International Publishing. 351 p.

Research output: Book/ReportBook

Public Health
Population Surveillance
Research
Meta-Analysis
Spectrum Analysis
10 Citations (Scopus)

Measured voluntary avoidance behaviour during the 2009 A/H1N1 epidemic

Bayham, J., Kuminoff, N., Gunn, Q. & Fenichel, E. P., Oct 28 2015, In : Proceedings of the Royal Society B: Biological Sciences. 282, 1818, 20150814.

Research output: Contribution to journalArticle

Avoidance Learning
avoidance behavior
public policy
infectious disease
Public Policy
1 Citation (Scopus)

On the adequacy of scope test results: Comments on Desvousges, Mathews, and Train

Chapman, D. J., Bishop, R. C., Hanemann, W., Kanninen, B. J., Krosnick, J. A., Morey, E. R. & Tourangeau, R., Feb 2 2015, (Accepted/In press) In : Ecological Economics.

Research output: Contribution to journalArticle

train
contingent valuation
effect
test
Train
4 Citations (Scopus)

Partial identification of amenity demand functions

Zhang, C., Boyle, K. J. & Kuminoff, N., May 1 2015, In : Journal of Environmental Economics and Management. 71, p. 180-197 18 p.

Research output: Contribution to journalArticle

amenity
sorting
market
residential location
homeowner

Predicted probabilities' relationship to inclusion probabilities

Fang, D., Chong, J. & Wilson, J., May 1 2015, In : American Journal of Public Health. 105, 5, p. 837-839 3 p.

Research output: Contribution to journalArticle

Medicare
Patient Readmission
Research Design

Preface

Chen, D. G. D. & Wilson, J., Aug 31 2015, In : Unknown Journal. p. vii-x

Research output: Contribution to journalArticle

3 Citations (Scopus)

Reproductive Life Planning: A Cross-Sectional Study of What College Students Know and Believe

Kransdorf, L. N., Santanam, R., Kling, J. M., David, P. S., Vegunta, S., Knatz, J., Markus, A., Frey, K. A., Chang, Y. H. H., Mayer, A. P. & Files, J. A., Dec 17 2015, (Accepted/In press) In : Maternal and Child Health Journal. p. 1-9 9 p.

Research output: Contribution to journalArticle

Cross-Sectional Studies
Students
Health
Health Literacy
Centers for Disease Control and Prevention (U.S.)

The role of geography in shaping SCM's professional identity

Novak, D. C. & Choi, T., Jun 1 2015, In : Journal of Business Logistics. 36, 2, p. 231-232 2 p.

Research output: Contribution to journalArticle

Professional identity
Geography
17 Citations (Scopus)

To monitor or not to monitor: Effectiveness of a cyberloafing countermeasure

Glassman, J., Prosch, M. & Shao, B., 2015, In : Information and Management. 52, 2, p. 170-182 13 p.

Research output: Contribution to journalArticle

Internet
Monitoring
Lenses
Personnel
Countermeasures
118 Citations (Scopus)

Toward the theory of the supply chain

Carter, C., Rogers, D. & Choi, T., Apr 1 2015, In : Journal of Supply Chain Management. 51, 2, p. 89-97 9 p.

Research output: Contribution to journalArticle

Supply chains
Supply chain management
Supply chain
1 Citation (Scopus)

Use of random forest algorithm to evaluate model-based EUI benchmarks from CBECS database

Kaskhedikar, A., Reddy, T. A. & Runger, G., 2015, ASHRAE Transactions. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 121. p. 17-28 12 p.

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

Energy utilization
Managers
Benchmarking
Linear regression
School buildings
5 Citations (Scopus)

Using secure messaging to update medications list in ambulatory care setting

Santanam, R., Frey, K., Chang, Y. H., Cheng, M. R., Freimund, S. & Patel, A., Oct 1 2015, In : International Journal of Medical Informatics. 84, 10, p. 754-762 9 p.

Research output: Contribution to journalArticle

Ambulatory Care
Nonparametric Statistics
Outpatients
Telefacsimile
Demography
2014
103 Citations (Scopus)

An extent of resection threshold for recurrent glioblastoma and its risk for neurological morbidity: Clinical article

Oppenlander, M. E., Wolf, A. B., Snyder, L. A., Bina, R., Wilson, J., Coons, S. W., Ashby, L. S., Brachman, D., Nakaji, P., Porter, R. W., Smith, K. A., Spetzler, R. F. & Sanai, N., 2014, In : Journal of Neurosurgery. 120, 4, p. 846-853 8 p.

Research output: Contribution to journalArticle

Glioblastoma
Morbidity
Survival
temozolomide
Tumor Burden
16 Citations (Scopus)

CBC: An associative classifier with a small number of rules

Deng, H., Runger, G., Tuv, E. & Bannister, W., Mar 2014, In : Decision Support Systems. 59, 1, p. 163-170 8 p.

Research output: Contribution to journalArticle

Classifiers
Decision Trees
Feature extraction
Associative
Classifier
21 Citations (Scopus)

Complications in Robotic-Assisted Gynecologic Surgery According to Case Type: A 6-Year Retrospective Cohort Study Using Clavien-Dindo Classification

Wechter, M. E., Mohd, J., Magrina, J. F., Cornella, J. L., Magtibay, P. M., Wilson, J. & Kho, R. M., Sep 1 2014, In : Journal of Minimally Invasive Gynecology. 21, 5, p. 844-850 7 p.

Research output: Contribution to journalArticle

Gynecologic Surgical Procedures
Robotics
Cohort Studies
Retrospective Studies
Body Mass Index

Cue utilization and consumer choice in software product context: A controlled choice experiment

Kanat, I. E., Santanam, R. & Vinze, A. S., 2014, 24th Workshop on Information Technology and Systems. University of Auckland Business School

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

Experiments