Research Output 1977 2019

2014
72 Citations (Scopus)

Determinants of Mobile Apps' Success: Evidence from the App Store Market

Lee, G. & Santanam, R., Oct 1 2014, In : Journal of Management Information Systems. 31, 2, p. 133-169 37 p.

Research output: Contribution to journalArticle

Application programs
Charts
Sales
Sales performance
Seller
56 Citations (Scopus)

Do "capitalization effects" for public goods reveal the public's willingness to pay?

Kuminoff, N. & Pope, J. C., Nov 1 2014, In : International Economic Review. 55, 4, p. 1227-1250 24 p.

Research output: Contribution to journalArticle

Capitalization
Willingness-to-pay
Housing market
Exogenous shocks
School quality
11 Citations (Scopus)

Feature selection for noisy variation patterns using kernel principal component analysis

Sahu, A., Apley, D. W. & Runger, G., Dec 1 2014, In : Knowledge-Based Systems. 72, p. 37-47 11 p.

Research output: Contribution to journalArticle

Principal component analysis
Feature extraction
Kernel
Feature selection
5 Citations (Scopus)

GMM logistic regression models for longitudinal data with time-dependent covariates and extended classifications

Lalonde, T. L., Wilson, J. & Yin, J., Nov 30 2014, In : Statistics in Medicine. 33, 27, p. 4756-4769 14 p.

Research output: Contribution to journalArticle

Time-dependent Covariates
Generalized Method of Moments
Moment Conditions
Logistic Regression Model
Longitudinal Data
53 Citations (Scopus)

Incorporating ecosystem services in marine planning: The role of valuation

Börger, T., Beaumont, N. J., Pendleton, L., Boyle, K. J., Cooper, P., Fletcher, S., Haab, T., Hanemann, W., Hooper, T. L., Hussain, S. S., Portela, R., Stithou, M., Stockill, J., Taylor, T. & Austen, M. C., May 2014, In : Marine Policy. 46, p. 161-170 10 p.

Research output: Contribution to journalArticle

valuation
ecosystem service
ecosystem services
planning
policy making
42 Citations (Scopus)

Learning a symbolic representation for multivariate time series classification

Baydogan, M. G. & Runger, G., 2014, In : Data Mining and Knowledge Discovery. 29, 2, p. 400-422 23 p.

Research output: Contribution to journalArticle

Time series
Feature extraction
Classifiers
Finance
Medicine

Letters: On the World Bank, college, Germany, Ukraine, offices, prices

Hill, K., Hoffman, D. & Rex, T., Apr 26 2014, In : Economist (United Kingdom). 410, 8880

Research output: Contribution to journalArticle

World Bank
Germany
Ukraine
25 Citations (Scopus)

Merging Economics and Epidemiology to Improve the Prediction and Management of Infectious Disease

Perrings, C., Castillo-Chavez, C., Chowell, G., Daszak, P., Fenichel, E. P., Finnoff, D., Horan, R. D., Kilpatrick, A. M., Kinzig, A., Kuminoff, N., Levin, S., Morin, B., Smith, K. F. & Springborn, M., 2014, In : EcoHealth. 11, 4, p. 464-475 12 p.

Research output: Contribution to journalArticle

infectious disease
epidemiology
Communicable Diseases
Epidemiology
Economics

Notes from the Editors: After the associate editor board meeting

Choi, T. & Guide, V. D. R., 2014, In : Journal of Operations Management. 32, 5, p. 217-218 2 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Organizing knowledge workforce for specified iterative software development tasks

Shao, B., Yin, P. Y. & Chen, A. N. K., Mar 2014, In : Decision Support Systems. 59, 1, p. 15-27 13 p.

Research output: Contribution to journalArticle

Software engineering
Software
Productivity
Planning
Composite materials
8 Citations (Scopus)

Process monitoring using hidden markov models

Alshraideh, H. & Runger, G., Dec 1 2014, In : Quality and Reliability Engineering International. 30, 8, p. 1379-1387 9 p.

Research output: Contribution to journalArticle

Process monitoring
Hidden Markov models
Monitoring
Hidden Markov model
Statistics
5 Citations (Scopus)

Property rights and sustainable irrigation-A developed world perspective

Hanemann, W., Nov 1 2014, In : Agricultural Water Management. 145, p. 5-22 18 p.

Research output: Contribution to journalArticle

property rights
irrigation
irrigation system
collective action
irrigation systems
3 Citations (Scopus)

Public health surveillance with ensemble-based supervised learning

Dávila, S., Runger, G. & Tuv, E., Aug 3 2014, In : IIE Transactions (Institute of Industrial Engineers). 46, 8, p. 770-789 20 p.

Research output: Contribution to journalArticle

Supervised learning
Public health
Feature extraction
5 Citations (Scopus)

Re-examining the models used to estimate disability-related wage discrimination

Baldwin, M. & Choe, C., Apr 2014, In : Applied Economics. 46, 12, p. 1393-1408 16 p.

Research output: Contribution to journalArticle

Wage discrimination
Discrimination
Job demands
Decomposition
Wage differentials
260 Citations (Scopus)

Renaissance of case research as a scientific method

Ketokivi, M. & Choi, T., 2014, In : Journal of Operations Management. 32, 5, p. 232-240 9 p.

Research output: Contribution to journalArticle

Scientific method
Case research
Transparency
Testing
Empirics
1 Citation (Scopus)

SMT: Sparse multivariate tree

Deng, H., Baydogan, M. G. & Runger, G., Feb 2014, In : Statistical Analysis and Data Mining. 7, 1, p. 53-69 17 p.

Research output: Contribution to journalArticle

Logistics
Decision trees
Time series
Bioinformatics
Computational efficiency

Statistics at the forefront of public health analysis and reporting.

Wilson, J., 2014, In : American Journal of Public Health. 104, 9, p. 1575 1 p.

Research output: Contribution to journalArticle

Statistical Data Interpretation
Public Health
1 Citation (Scopus)

Surgical Management of Endometriosis: Excision or Ablation

Falcone, T. & Wilson, J., 2014, In : Journal of Minimally Invasive Gynecology. 21, 6, p. 969 1 p.

Research output: Contribution to journalEditorial

Endometriosis
Pregnancy
14 Citations (Scopus)

The challenges of linking health insurer claims with electronic medical records

West, S. L., Johnson, W., Visscher, W., Kluckman, M., Qin, Y. & Larsen, A., Mar 2014, In : Health Informatics Journal. 20, 1, p. 22-34 13 p.

Research output: Contribution to journalArticle

Insurance Carriers
Electronic Health Records
Health
Health Insurance Portability and Accountability Act
Quality of Health Care
88 Citations (Scopus)

The current state of business intelligence in academia: The arrival of big data

Wixom, B., Ariyachandra, T., Douglas, D., Goul, K., Gupta, B., Iyer, L., Kulkarni, U., Mooney, B. J. G., Phillips-Wren, G. & Turetken, O., 2014, In : Communications of the Association for Information Systems. 34, 1, p. 1-13 13 p., 1.

Research output: Contribution to journalArticle

Competitive intelligence
Industry
Knowledge management
Big data
Information management
20 Citations (Scopus)

The impact of e-retail characteristics on initiating mobile retail services: A modular innovation perspective

Chou, Y. C., Chuang, H. H. C. & Shao, B., Aug 28 2014, (Accepted/In press) In : Information and Management.

Research output: Contribution to journalArticle

Innovation
Sales
Retail services
Retail
Mobile commerce
32 Citations (Scopus)

The impact of extent of resection on malignant transformation of pure oligodendrogliomas: Clinical article

Snyder, L. A., Wolf, A. B., Oppenlander, M. E., Bina, R., Wilson, J., Ashby, L., Brachman, D., Coons, S. W., Spetzler, R. F. & Sanai, N., Feb 2014, In : Journal of Neurosurgery. 120, 2, p. 309-314 6 p.

Research output: Contribution to journalArticle

Oligodendroglioma
Glioma
Astrocytoma
Disease-Free Survival
Survival
11 Citations (Scopus)

The impact of mental and substance-use disorders on employment transitions

Baldwin, M. & Marcus, S. C., Mar 2014, In : Health Economics (United Kingdom). 23, 3, p. 332-344 13 p.

Research output: Contribution to journalArticle

Substance-Related Disorders
Alcoholism
Longitudinal Studies
Odds Ratio
Alcohols
20 Citations (Scopus)

The impacts of information technology on total factor productivity: A look at externalities and innovations

Chou, Y. C., Chuang, H. H. C. & Shao, B., Dec 1 2014, In : International Journal of Production Economics. 158, p. 290-299 10 p.

Research output: Contribution to journalArticle

Information technology
Innovation
Productivity
Total factor productivity
Externalities
21 Citations (Scopus)

Total factor productivity growth in information technology services industries: A multi-theoretical perspective

Chou, Y. C. & Shao, B., 2014, In : Decision Support Systems. 62, p. 106-118 13 p.

Research output: Contribution to journalArticle

Information Services
Information technology
Intercellular Signaling Peptides and Proteins
Industry
Productivity
11 Citations (Scopus)

Wage Discrimination Against Workers with Sensory Disabilities

Baldwin, M. & Choe, C., Jan 2014, In : Industrial Relations. 53, 1, p. 101-124 24 p.

Research output: Contribution to journalArticle

Wages
Job demands
Discrimination
Workers
Wage discrimination
2013
105 Citations (Scopus)

A bag-of-features framework to classify time series

Baydogan, M. G., Runger, G. & Tuv, E., 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 11, p. 2796-2802 7 p., 6497440.

Research output: Contribution to journalArticle

Time series
Dynamic Time Warping
Classifiers
Codebook
Classify
5 Citations (Scopus)
shoreline
Sampling
sampling
recreation
parameter
4 Citations (Scopus)

Are low income patients receiving the benefits of electronic health records? A statewide survey

Butler, M. J., Harootunian, G. & Johnson, W., Jun 2013, In : Health Informatics Journal. 19, 2, p. 91-100 10 p.

Research output: Contribution to journalArticle

Electronic Health Records
Medicaid
Physicians
Licensure
Health Personnel
93 Citations (Scopus)

A time series forest for classification and feature extraction

Deng, H., Runger, G., Tuv, E. & Vladimir, M., Aug 1 2013, In : Information Sciences. 239, p. 142-153 12 p.

Research output: Contribution to journalArticle

Feature Extraction
Feature extraction
Time series
Entropy
Experimental Study
5 Citations (Scopus)

Climate change, buildings and energy prices

Gago, A., Hanemann, W., Labandeira, X. & Ramos, A., Apr 30 2013, Handbook on Energy and Climate Change. Edward Elgar Publishing Ltd., p. 434-452 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

climate change
energy
price
Energy prices
Climate change
9 Citations (Scopus)

Event sequence modeling of IT adoption in healthcare

Spaulding, T. J., Furukawa, M. F., Santanam, R. & Vinze, A., May 2013, In : Decision Support Systems. 55, 2, p. 428-437 10 p.

Research output: Contribution to journalArticle

Organizational Models
Delivery of Health Care
American Hospital Association
Organizations
Centers for Medicare and Medicaid Services (U.S.)

Foreword

Choi, T., Nov 1 2013, In : Unknown Journal. p. v

Research output: Contribution to journalArticle

6 Citations (Scopus)

Gamification of emergency response training: A public health example

Kanat, I. E., Siloju, S., Santanam, R. & Vinze, A. S., 2013, IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics. p. 134-136 3 p. 6578802

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

Public health
Economics
Costs
86 Citations (Scopus)

Gene selection with guided regularized random forest

Deng, H. & Runger, G., Dec 2013, In : Pattern Recognition. 46, 12, p. 3483-3489 7 p.

Research output: Contribution to journalArticle

Feature extraction
Classifiers
Genes
Logistics
Experiments

High-dimensional disease outbreak detection using tree-based ensembles

Dávila, S., Runger, G., Tuv, E. & Pacheco, P., 2013, IIE Annual Conference and Expo 2013. Institute of Industrial Engineers, p. 2551-2560 10 p.

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

Public health
Computational complexity
Experiments
5 Citations (Scopus)

Impact of CPOE usage on medication management process costs and quality outcomes

Spaulding, T. J. & Santanam, R., 2013, In : Inquiry (United States). 50, 3, p. 229-247 19 p.

Research output: Contribution to journalArticle

Medical Order Entry Systems
Costs and Cost Analysis
American Hospital Association
Centers for Medicare and Medicaid Services (U.S.)
Medication Adherence
23 Citations (Scopus)

Information systems and technology sourcing strategies of e-Retailers for value chain enablement

Tsai, J. Y., Santanam, R. & Shao, B., 2013, In : Journal of Operations Management. 31, 6, p. 345-362 18 p.

Research output: Contribution to journalArticle

Information technology
Information systems
Sales
Technology sourcing
Value chain
6 Citations (Scopus)

Interdependencies in it infrastructure services: Analyzing service processes for optimal incentive design

Sen, S. & Santanam, R., 2013, In : Information Systems Research. 24, 3, p. 822-841 20 p.

Research output: Contribution to journalArticle

Information technology
incentive
infrastructure
information technology
Outsourcing

Notes from the editors

Choi, T. & Guide, V. D. R., 2013, In : Journal of Operations Management. 31, 5, p. 248-249 2 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Scenario analysis of technology products with an agent-based simulation and data mining framework

Shinde, A., Haghnevis, M., Janssen, M., Runger, G. & Janakiram, M., 2013, In : International Journal of Innovation and Technology Management. 10, 5, 1340019.

Research output: Contribution to journalArticle

Data mining
Industry
Recommender systems
Learning algorithms
Learning systems
14 Citations (Scopus)

Self-service operations at retail stores: The role of inter-customer interactions

Li, M., Choi, T., Rabinovich, E. & Crawford, A., Jul 2013, In : Production and Operations Management. 22, 4, p. 888-914 27 p.

Research output: Contribution to journalArticle

Retail stores
Purchasing
Design of experiments
Managers
Service operations
29 Citations (Scopus)

Skip the Trip: Air Travelers' Behavioral Responses to Pandemic Influenza

Fenichel, E. P., Kuminoff, N. & Chowell, G., Mar 20 2013, In : PLoS One. 8, 3, e58249.

Research output: Contribution to journalArticle

Pandemics
pandemic
influenza
Human Influenza
Air
8 Citations (Scopus)

Subjects harboring presenilin familial Alzheimer’s disease mutations exhibit diverse white matter biochemistry alterations

Roher, A. E., Maarouf, C. L., Malek-Ahmadi, M., Wilson, J., Kokjohn, T. A., Daugs, I. D., Whiteside, C. M., Kalback, W. M., Macias, M. M. P., Jacobson, S. A., Sabbagh, M. N., Ghetti, B. & Beach, T. G., Sep 30 2013, In : American Journal of Neurodegenerative Diseases. 2, 3, p. 187-207 21 p.

Research output: Contribution to journalArticle

Presenilins
Biochemistry
Alzheimer Disease
Mutation
Amyloid Precursor Protein Secretases
59 Citations (Scopus)

The iron cage exposed: Institutional pressures and heterogeneity across the healthcare supply chain

Bhakoo, V. & Choi, T., 2013, In : Journal of Operations Management. 31, 6, p. 432-449 18 p.

Research output: Contribution to journalArticle

Supply chains
Iron
Supply chain management
Dynamical systems
Information systems
68 Citations (Scopus)

The new economics of equilibrium sorting and policy evaluation using housing markets

Kuminoff, N., Smith, V. K. & Timmins, C., Dec 2013, In : Journal of Economic Literature. 51, 4, p. 1007-1062 56 p.

Research output: Contribution to journalArticle

Policy evaluation
Economics
Housing market
Sorting
Amenities
18 Citations (Scopus)

The value of residential land and structures during the great housing boom and bust

Kuminoff, N. & Pope, J. C., Feb 2013, In : Land Economics. 89, 1, p. 1-29 29 p.

Research output: Contribution to journalArticle

metropolitan area
market
census
land
Metropolitan areas
126 Citations (Scopus)

Toward a theory of multi-tier supply chain management

Mena, C., Humphries, A. & Choi, T., Apr 2013, In : Journal of Supply Chain Management. 49, 2, p. 58-77 20 p.

Research output: Contribution to journalArticle

Supply chain management
Supply chains
Outsourcing
Supply chain
Suppliers
16 Citations (Scopus)

Transport and low-carbon fuel: A study of public preferences in Spain

Loureiro, M. L., Labandeira, X. & Hanemann, W., Dec 2013, In : Energy Economics. 40

Research output: Contribution to journalArticle

Greenhouse gases
Gas emissions
Carbon
Railroad cars
Factor analysis
2 Citations (Scopus)

Triadic relations in a game of Pachisi

Wu, Z. & Choi, T., Oct 2013, In : Decision Sciences Journal of Innovative Education. 11, 4, p. 305-312 8 p.

Research output: Contribution to journalArticle

supply
coalition
graduate
Supply network
firm