L. William Seidman Research Institute

Research output

Research output per year 1977 2006 2007 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2020

• 267 Article
• 53 Conference contribution
• 15 Review article
• 10 Chapter
• 17 More
  • 8 Editorial
  • 4 Letter
  • 3 Comment/debate
  • 1 Book
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2019

  Bootstrap ICC estimators in analysis of small clustered binary data

  Wang, B., Zheng, Y., Irimata, K. M. & Wilson, J., Dec 1 2019, In: Computational Statistics. 34, 4, p. 1765-1778 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Intraclass Correlation Coefficient 100%
  • Bootstrap 96%
  • Clustered Data 85%
  • Bootstrapping 79%
  • Binary Data 79%
  3 Scopus citations

• Clinical guidance on the identification and management of treatment-resistant schizophrenia

  Kane, J. M., Agid, O., Baldwin, M., Howes, O., Lindenmayer, J. P., Marder, S., Olfson, M., Potkin, S. G. & Correll, C. U., Mar 2019, In: Journal of Clinical Psychiatry. 80, 2, 18com12123.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Schizophrenia 100%
  • Therapeutics 20%
  • Clozapine 19%
  • Guidelines 10%
  • Medication Adherence 9%
  159 Scopus citations

• Design for customer responsiveness: Decision support system for push–pull supply chains with multiple demand fulfillment points

  Fowler, J., Kim, S. H. & Shunk, D., Aug 2019, In: Decision Support Systems. 123, 113071.

  Research output: Contribution to journal › Article › peer-review

  • Customer Responsiveness 100%
  • Time Management 93%
  • Decision support systems 70%
  • Fulfillment 67%
  • Supply chains 67%
  13 Scopus citations

• Designing collaborative governance: Insights from the drought contingency planning process for the lower Colorado River basin

  Sullivan, A., White, D. & Hanemann, W., Jan 2019, In: Environmental Science and Policy. 91, p. 39-49 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • River basins 100%
  • drought 90%
  • planning process 78%
  • contingency 70%
  • river basin 57%
  65 Scopus citations

• Effectiveness of standards consortia: Social network perspectives

  Choi, B., Santanam, R., Vinzé, A. & Dooley, K., Apr 1 2019, In: Information Systems Frontiers. 21, 2, p. 405-416 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Networks 100%
  • Electronic Business 66%
  • Standards 45%
  • Industry 19%
  • Social Network Analysis 14%
  3 Scopus citations

• ESTIMATING THE HETEROGENEOUS WELFARE EFFECTS OF CHOICE ARCHITECTURE

  Ketcham, J., Kuminoff, N. & Powers, C. A., 2019, In: International Economic Review. 60, 3, p. 1171-1208 38 p.

  Research output: Contribution to journal › Article › peer-review

  • Welfare Effects 100%
  • Consumer Knowledge 82%
  • Menu 70%
  • Medicare 43%
  • Enrollment 42%
  5 Scopus citations

• Obesity: Transition from adolescence to adulthood and feedback partial gmm logistic model with time-dependent covariates

  Fang, D., Irimata, K. M., Rhodes, R. N. & Wilson, J., 2019, In: Epidemiology Biostatistics and Public Health. 16, 1

  Research output: Contribution to journal › Article › peer-review

  • adulthood 100%
  • adolescence 96%
  • logistics 90%
  • Obesity 81%
  • Logistic Models 76%

• Partitioned GMM logistic regression models for longitudinal data

  Irimata, K. M., Broatch, J. & Wilson, J., May 30 2019, In: Statistics in Medicine. 38, 12, p. 2171-2183 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Generalized Method of Moments 100%
  • Logistic Regression Model 83%
  • Longitudinal Data 75%
  • Health 73%
  • Logistic Models 46%
  5 Scopus citations

• Split bootstrap hierarchical modeling of antibiotics abuse in China

  Wang, B., Zheng, Y., Fang, D., Kamarianakis, Y. & Wilson, J., May 30 2019, In: Statistics in Medicine. 38, 12, p. 2282-2291 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Hierarchical Modeling 100%
  • Antibiotics 99%
  • China 85%
  • Bootstrap 63%
  • Anti-Bacterial Agents 44%
  5 Scopus citations
• 2018

  A data-analytics approach to identifying hidden critical suppliers in supply networks: Development of nexus supplier index

  Shao, B., Shi, Z., Choi, T. & Chae, S., Oct 2018, In: Decision Support Systems. 114, p. 37-48 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Nexus 100%
  • Data Science 98%
  • Network Development 90%
  • Data Analytics 89%
  • Supply Network 78%
  40 Scopus citations

• Can Understanding Spatial Equilibria Enhance Benefit Transfers for Environmental Policy Evaluation?

  Kuminoff, N., Jan 2 2018, (Accepted/In press) In: Environmental and Resource Economics. p. 1-18 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Benefit Transfer 100%
  • Spatial Equilibrium 98%
  • Policy Evaluation 86%
  • environmental policy 68%
  • Environmental Policy 66%
  7 Scopus citations

• Comparative GMM and GQL logistic regression models on hierarchical data

  Wang, B. & Wilson, J., Feb 17 2018, In: Journal of Applied Statistics. 45, 3, p. 409-425 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Hierarchical Data 100%
  • Quasi-likelihood 97%
  • Generalized Method of Moments 93%
  • Logistic Regression Model 78%
  • Laplace Approximation 72%
  2 Scopus citations

• CRAFTER: A Tree-Ensemble Clustering Algorithm for Static Datasets with Mixed Attributes and High Dimensionality

  Lin, S., Azarnoush, B. & Runger, G., Sep 1 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 9, p. 1686-1696 11 p., 8294273.

  Research output: Contribution to journal › Article › peer-review

  • Clustering Algorithm 100%
  • Random forests 80%
  • Dimensionality 77%
  • Ensemble 75%
  • Attribute 72%
  11 Scopus citations

• Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis

  Howard, P., Apley, D. W. & Runger, G., Jan 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 1, p. 156-166 11 p., 7707373.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Principal Component Analysis 100%
  • Principal component analysis 88%
  • Neural networks 56%
  • Backpropagation 21%
  • Datasets 18%
  8 Scopus citations

• Do energy retrofits work? Evidence from commercial and residential buildings in Phoenix

  Liang, J., Qiu, Y., James, T., Ruddell, B. L., Dalrymple, M., Earl, S. & Castelazo, A., Nov 2018, In: Journal of Environmental Economics and Management. 92, p. 726-743 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Residential Buildings 100%
  • residential building 85%
  • Energy Saving 77%
  • energy saving 77%
  • Energy 55%
  58 Scopus citations

• GCRNN: Group-Constrained Convolutional Recurrent Neural Network

  Lin, S. & Runger, G., Oct 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 10, p. 4709-4718 10 p., 8169670.

  Research output: Contribution to journal › Article › peer-review

  • Recurrent neural networks 100%
  • Convolutional neural networks 87%
  • Computer Neural Networks 50%
  • Network components 49%
  • Time series 33%
  44 Scopus citations

• Identifying intraclass correlations necessitating hierarchical modeling

  Irimata, K. M. & Wilson, J., Mar 12 2018, In: Journal of Applied Statistics. 45, 4, p. 626-641 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Hierarchical Modeling 100%
  • Intraclass Correlation 95%
  • Hierarchical Data 68%
  • Modeling 39%
  • Parametric Modeling 33%
  10 Scopus citations

• 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., Mar 1 2018, In: Biological Psychiatry. 83, 5, p. 447-455 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Amyloid Precursor Protein Secretases 100%
  • Cognitive Dysfunction 66%
  • Alzheimer Disease 62%
  • Healthy Volunteers 12%
  • Cerebrospinal Fluid 10%
  76 Scopus citations

• Multivariate bounded process adjustment schemes

  Govind, N., del Castillo, E., Runger, G. & Janakiram, M., Mar 4 2018, In: Quality Technology and Quantitative Management. 15, 2, p. 253-273 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Adjustment Process 100%
  • Adjustment Policy 84%
  • Adjustment Costs 50%
  • Kalman filters 40%
  • Semiconductor materials 38%
  2 Scopus citations

• Nursing Gender Pay Differentials in the New Millennium

  Wilson, B. L., Butler, M. J., Butler, R. J. & Johnson, W., 2018, In: Journal of Nursing Scholarship. 50, 1, p. 102-108 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Salaries and Fringe Benefits 100%
  • Nursing 68%
  • Occupations 61%
  • Nurses 59%
  • School Teachers 57%
  33 Scopus citations

• Performance of next-generation sequencing on small tumor specimens and/or low tumor content samples using a commercially available platform

  Morris, S., Subramanian, J., Gel, E., Runger, G., Thompson, E., Mallery, D. & Weiss, G., Apr 2018, In: PloS one. 13, 4, e0196556.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • High-Throughput Nucleotide Sequencing 100%
  • neoplasms 79%
  • Needle Like Crystal 54%
  • Drug 54%
  • Quality Control 47%
  24 Scopus citations

• Query-by-committee improvement with diversity and density in batch active learning

  Kee, S., del Castillo, E. & Runger, G., Jul 2018, In: Information Sciences. 454-455, p. 401-418 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Active Learning 100%
  • Problem-Based Learning 72%
  • Batch 70%
  • Query 69%
  • Uncertainty 53%
  56 Scopus citations

• Revisiting the temperature-economic growth relationship using global subnational data

  Zhao, X., Gerety, M. & Kuminoff, N., Oct 1 2018, In: Journal of Environmental Management. 223, p. 537-544 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Economic Development 100%
  • economic growth 75%
  • Heterogeneity 69%
  • Temperature 54%
  • Economics 48%
  16 Scopus citations

• Surgical Treatment of Endometriosis: Excision Versus Ablation of Peritoneal Disease

  Falcone, T. & Wilson, J., Jan 1 2018, (Accepted/In press) In: Journal of Minimally Invasive Gynecology.

  Research output: Contribution to journal › Article › peer-review
  5 Scopus citations

• The impact of physician-hospital integration on hospital supply management

  Abdulsalam, Y., Gopalakrishnan, M., Maltz, A. & Schneller, E., Jan 2018, In: Journal of Operations Management. 57, p. 11-22 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Supply Management 100%
  • Physicians 60%
  • Buyers 32%
  • Random Effects 29%
  • Guidance 25%
  25 Scopus citations

• The role of ICT as a double-edged sword in fostering societal transformations

  Lee, G., Shao, B. & Vinzé, A., 2018, In: Journal of the Association for Information Systems. 19, 3, p. 209-246 38 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Communication 100%
  • Economics 53%
  • Network theory (graphs) 20%
  • Information technology 14%
  23 Scopus citations

• Whole blood FPR1 mRNA expression predicts both non-small cell and small cell lung cancer

  Morris, S., Vachani, A., Pass, H. I., Rom, W. N., Ryden, K., Weiss, G. J., Hogarth, D. K., Runger, G., Richards, D., Shelton, T. & Mallery, D. W., Jun 1 2018, In: International Journal of Cancer. 142, 11, p. 2355-2362 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Small Cell Lung Carcinoma 100%
  • Lung Neoplasms 71%
  • Messenger RNA 51%
  • Survival Rate 22%
  • Biomarkers 19%
  11 Scopus citations
• 2017

  An Empirical Study of the Telecommunications Service Industries Using Productivity Decomposition

  Shao, B., Lin, W. T. & Tsai, J. Y., Nov 2017, In: IEEE Transactions on Engineering Management. 64, 4, p. 437-449 13 p., 7954693.

  Research output: Contribution to journal › Article › peer-review

  • Telecommunication industry 100%
  • Service industry 99%
  • Telecommunication services 95%
  • Telecommunication Services 84%
  • Decomposition 80%
  12 Scopus citations

• Business intelligence capability: The effect of top management and the mediating roles of user participation and analytical decision making orientation

  Kulkarni, U., Robles-Flores, J. A. & Popovič, A., 2017, In: Journal of the Association for Information Systems. 18, 7, p. 516-541 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Competitive intelligence 100%
  • Decision making 57%
  67 Scopus citations

• Duration of disability, job mismatch and employment outcomes

  Choe, C. & Baldwin, M., Feb 25 2017, In: Applied Economics. 49, 10, p. 1001-1015 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Mismatch 100%
  • Workers 56%
  • Functional Limitations 33%
  • Wages 13%
  • Job Tenure 12%
  13 Scopus citations

• Relating supply network structure to productive efficiency: A multi-stage empirical investigation

  Kao, T. W. D., Simpson, N. C., Shao, B. & Lin, W. T., Jun 1 2017, In: European Journal of Operational Research. 259, 2, p. 469-485 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Network Analysis 100%
  • Network Structure 81%
  • Productive Efficiency 77%
  • Supply Network 71%
  • Electric network analysis 65%
  33 Scopus citations

• Software piracy in the presence of open source alternatives

  Machado, F. S., Sainam, P., Santanam, R. & Sinha, R., 2017, In: Journal of the Association for Information Systems. 18, 1, p. 1-21 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Computer crime 100%
  • Profitability 55%
  • Open source software 23%
  • Costs 7%
  8 Scopus citations

• The Informed Patient: An Analysis of Information Seeking Behavior and Surgical Outcomes Among Men With Benign Prostatic Hyperplasia

  Abdul-Muhsin, H., Tyson, M., Santanam, R. & Humphreys, M., Jan 1 2017, In: American Journal of Men's Health. 11, 1, p. 147-153 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Information Seeking Behavior 100%
  • information-seeking behavior 79%
  • Prostatic Hyperplasia 70%
  • source of information 24%
  • layperson 15%
  14 Scopus citations

• Value congruence, trust, and their effects on purchase intention and reservation price

  Cazier, J., Shao, B. & St Louis, R., Aug 2017, In: ACM Transactions on Management Information Systems. 8, 4, 3110939.

  Research output: Contribution to journal › Article › peer-review

  • Value Congruence 100%
  • Reservation Price 91%
  • Purchase Intention 66%
  • Online Trust 21%
  • B2C E-commerce 21%
  17 Scopus citations

• 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., Sep 1 2017, In: Journal of Occupational Rehabilitation. 27, 3, p. 445-455 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Back Injuries 100%
  • Occupational Groups 49%
  • Jurisprudence 40%
  • Low Back Pain 34%
  • Workers' Compensation 30%
  3 Scopus citations
• 2016

  A cross-sectional analysis of late-life cardiovascular factors and their relation to clinically defined neurodegenerative diseases

  Dugger, B. N., Malek-Ahmadi, M., Monsell, S. E., Kukull, W. A., Woodruff, B. K., Reiman, E. M., Beach, T. G. & Wilson, J., Aug 23 2016, In: Alzheimer Disease and Associated Disorders. 30, 3, p. 223-229 7 p.

  Research output: Contribution to journal › Article › peer-review

  • dementia 100%
  • Neurodegenerative Diseases 86%
  • Alzheimer Disease 77%
  • Cross-Sectional Studies 64%
  • Lewy Body Disease 63%
  15 Scopus citations

• Assessing output performance of information technology service industries: Productivity, innovation and catch-up

  Shao, B. & Lin, W. T., Feb 1 2016, In: International Journal of Production Economics. 172, p. 43-53 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Service industry 100%
  • Catch-up 78%
  • Service Industries 65%
  • Information technology 64%
  • Productivity 58%
  49 Scopus citations

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

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

  Research output: Contribution to journal › Article › peer-review

  • Medicare 100%
  • Inconsistency 70%
  • Enrollment 49%
  • Utility Maximization 43%
  • Psychological 43%
  19 Scopus citations

• 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 journal › Article › peer-review

  Open Access

  • Profile 100%
  • Monitoring 65%
  • Supervised learning 41%
  • Animation 39%
  • Quality control 36%
  9 Scopus citations

• 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 othersSerrano, G. E., Aug 1 2016, In: Journal of Neuropathology and Experimental Neurology. 75, 8, p. 748-754 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Atrophy 100%
  • Cognition 90%
  • Alzheimer Disease 89%
  • Brain 56%
  • Amyloid Plaques 17%
  79 Scopus citations

• 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 journal › Article › peer-review

  • Environmental Supply Chain Management 100%
  • Dyads 70%
  • Affective Commitment 65%
  • Social Networks 32%
  • Multiple Agents 27%
  26 Scopus citations

• 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 journal › Article › peer-review

  • Patient Satisfaction 100%
  • Referral and Consultation 78%
  • Dermatologists 39%
  • Medically Underserved Area 28%
  • Internal Medicine 18%
  4 Scopus citations

• Monitoring temporal homogeneity in attributed network streams

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

  Research output: Contribution to journal › Article › peer-review

  • Homogeneity 100%
  • Monitoring 69%
  • Large scale systems 40%
  • Decision making 34%
  • Complex Systems 24%
  64 Scopus citations

• 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 journal › Article › peer-review

  • Databases 100%
  • Nutrition Surveys 60%
  • Datasets 43%
  • Blood Pressure 35%
  • Blood Urea Nitrogen 30%
  2 Scopus citations

• 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 journal › Article › peer-review

  • Product-Line Extension 100%
  • Willingness-to-pay 72%
  • Piracy 55%
  • willingness to pay 49%
  • piracy 46%
  7 Scopus citations

• 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 journal › Article › peer-review

  • Electronic Medical Record 100%
  • Medical records 87%
  • Electronic Health Records 75%
  • Rating 70%
  • physician 55%
  6 Scopus citations

• 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 journal › Article › peer-review

  • Nurses 100%
  • Uncompensated Care 17%
  • Nursing 17%
  • Salaries and Fringe Benefits 12%
  • Retirement 12%
  25 Scopus citations

• 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., Jun 1 2016, In: Maternal and child health journal. 20, 6, p. 1161-1169 9 p.

  Research output: Contribution to journal › Article › peer-review

  • life planning 100%
  • cross-sectional study 67%
  • Students 46%
  • Cross-Sectional Studies 43%
  • health 17%
  9 Scopus citations

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

  Hanemann, W., Sayre, S. S. & Dale, L., Jul 1 2016, In: Climatic Change. 137, 1-2, p. 15-27 13 p.

  Research output: Contribution to journal › Article › peer-review

  • valley 100%
  • climate change 84%
  • agriculture 51%
  • profit 49%
  • profitability 27%
  7 Scopus citations

• 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 journal › Article › peer-review

  • Time series 100%
  • Data mining 31%
  • Finance 22%
  • Anomaly detection 20%
  • Learning systems 19%
  130 Scopus citations