Guihua Wang

University of Texas at Dallas - Naveen Jindal School of Management

Assistant Professor

P.O. Box 830688

Richardson, TX 75083-0688

United States

  • University of Texas at Dallas - Naveen Jindal School of Management

SCHOLARLY PAPERS

16

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4,970

TOTAL CITATIONS
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Top 25,505

in Total Papers Citations

45

Scholarly Papers (16)

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1.

An Instrumental Variable Forest Approach for Detecting Heterogeneous Treatment Effects in Observational Studies

Management Science.
Number of pages: 48 Posted: 02 Oct 2017 Last Revised: 17 Mar 2021
Guihua Wang, Jun Li and Wallace J. Hopp
University of Texas at Dallas - Naveen Jindal School of Management, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 949 (50,101)
Citation 15

Abstract:

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big data analytics, causal inference, heterogeneous treatment effects, machine learning

2.

Stay at Home to Stay Safe: Effectiveness of Stay-at-Home Orders in Containing the COVID-19 Pandemic

Number of pages: 38 Posted: 23 Apr 2020 Last Revised: 11 Feb 2022
Guihua Wang
University of Texas at Dallas - Naveen Jindal School of Management
Downloads 648 (82,682)
Citation 2

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Health care, COVID-19 pandemic, causal inference

3.

Personalized Health Care Outcome Analysis of Cardiovascular Surgical Procedures

Ross School of Business Paper No. 1336
Number of pages: 34 Posted: 31 Dec 2016 Last Revised: 20 Apr 2021
Guihua Wang, Jun Li and Wallace J. Hopp
University of Texas at Dallas - Naveen Jindal School of Management, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 598 (91,781)
Citation 2

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Healthcare outcome analysis, patient-centric healthcare, provider quality, machine learning

4.

Does Transportation Mean Transplantation? Impact of New Airline Routes on Sharing of Cadaveric Kidneys

Management Science, Vol. 68, No. 5, pp. 3660–3679, May 2022
Number of pages: 46 Posted: 06 May 2020 Last Revised: 13 Apr 2023
Guihua Wang, Ronghuo Zheng and Tinglong Dai
University of Texas at Dallas - Naveen Jindal School of Management, University of Texas at Austin - McCombs School of Business and Johns Hopkins University - Carey Business School
Downloads 514 (110,688)

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Organ transplantation, airline transportation, pooling, flexibility, causal inference

5.

Using Patient-Specific Quality Information to Unlock Hidden Health Care Capabilities

Ross School of Business Paper No. 1291
Number of pages: 44 Posted: 25 Oct 2015 Last Revised: 28 Sep 2017
Guihua Wang, Jun Li, Wallace J. Hopp, Franco Fazzalari and Steven Bolling
University of Texas at Dallas - Naveen Jindal School of Management, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, University of Michigan Hospitals and University of Michigan Hospitals
Downloads 414 (143,490)
Citation 4

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Healthcare outcome analysis, provider quality, patient-centric quality information

6.

The Effect of Medicaid Expansion on Wait Time in the Emergency Department

Management Science
Number of pages: 62 Posted: 24 Feb 2021 Last Revised: 26 Aug 2021
Guihua Wang
University of Texas at Dallas - Naveen Jindal School of Management
Downloads 380 (157,640)
Citation 7

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Medicaid expansion, emergency department, causal inference, machine learning

7.

Matching Patients with Surgeons: Heterogeneous Effects of Surgical Volume on Surgery Duration

Number of pages: 36 Posted: 17 Nov 2020 Last Revised: 14 Feb 2022
Behrooz Pourghannad and Guihua Wang
University of Oregon - Charles H. Lundquist School of Business and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 252 (243,064)
Citation 1

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Causal inference, machine learning, surgeon experience, surgery scheduling  

8.

Cost-Effectiveness of Referring Patients to Centers of Excellence for Mitral Valve Surgery

Ross School of Business Paper No. 1281
Number of pages: 28 Posted: 29 May 2015 Last Revised: 28 Oct 2015
Guihua Wang, Jun Li, Wallace J. Hopp, Franco Fazzalari and Steven Bolling
University of Texas at Dallas - Naveen Jindal School of Management, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, University of Michigan Hospitals and University of Michigan Hospitals
Downloads 246 (249,090)
Citation 2

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Cardiac Surgery, Healthcare Outcomes, Cost Effectiveness

9.

Big Data and the Precision Medicine Revolution

Ross School of Business Paper No. 1386
Number of pages: 28 Posted: 29 May 2018 Last Revised: 23 Aug 2018
Wallace J. Hopp, Jun Li and Guihua Wang
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 222 (274,935)
Citation 6

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big data, precision medicine, observational data, machine learning, causal inference

10.

The Spillover Effect of Suspending Non-essential Surgery: Evidence from Kidney Transplantation

Number of pages: 55 Posted: 27 Oct 2020 Last Revised: 13 Nov 2023
Guihua Wang, Minmin Zhang and Tinglong Dai
University of Texas at Dallas - Naveen Jindal School of Management, University of Texas at Dallas, Naveen Jindal School of Management, Students and Johns Hopkins University - Carey Business School
Downloads 206 (295,026)

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Kidney transplantation, health policy, elective surgery, causal inference

11.

Wheels on the Bus: Impact of Vaccine Rollouts on Demand for Public Transportation

Johns Hopkins Carey Business School Research Paper No. 21-08
Number of pages: 32 Posted: 07 Jul 2021 Last Revised: 13 Jun 2023
Huaiyang Zhong, Guihua Wang and Tinglong Dai
Harvard University - Harvard Medical School, University of Texas at Dallas - Naveen Jindal School of Management and Johns Hopkins University - Carey Business School
Downloads 167 (356,298)
Citation 3

Abstract:

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COVID-19 vaccination, public transportation, vaccine distribution, causal inference

12.

An Asymptotically Optimal Heuristic for General Non-Stationary Finite-Horizon Restless Multi-Armed Multi-Action Bandits

Ross School of Business Paper No. 1374
Number of pages: 23 Posted: 10 Mar 2017 Last Revised: 26 Oct 2017
Gabriel Zayas-Caban, Stefanus Jasin and Guihua Wang
University of Michigan at Ann Arbor, University of Michigan, Stephen M. Ross School of Business and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 160 (369,595)
Citation 3

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13.

A Forest Approach for Analyzing the Heterogeneous and Nonlinear Effects of Sellers' Response Time

Number of pages: 40 Posted: 29 Jul 2022 Last Revised: 30 Sep 2023
Guihua Wang and Wen Zhang
University of Texas at Dallas - Naveen Jindal School of Management and Baylor University - Hankamer School of Business
Downloads 103 (520,052)

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empirical machine learning, online marketplaces, response time, sequential bargaining

14.

Does Offering Multiple Shipping Options Increase the Final Selling Price? Evidence from eBay Online Bargaining

Number of pages: 31 Posted: 11 Oct 2023 Last Revised: 12 Jan 2024
Wen Zhang and Guihua Wang
Baylor University - Hankamer School of Business and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 68 (665,022)

Abstract:

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Online marketplace, sequential bargaining, multiple shipping options, machine learning

15.

Employee Health Plans Powered by Analytics

Management and Business Review, Vol. 1, No. 3, Fall 2021
Number of pages: 8 Posted: 21 Mar 2022
Wallace J. Hopp, Jun Li, Soroush Saghafian and Guihua Wang
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, Harvard University - Harvard Kennedy School (HKS) and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 43 (816,038)

Abstract:

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COE, cost-efficient health care, employee health plans

16.

Does Telehealth Bridge the Rural-Urban Care-Access Gap? Evidence from the Telehealth Expansion Policy

Posted: 30 Apr 2021 Last Revised: 11 Oct 2023
Shujing Sun and Guihua Wang
University of Texas at Dallas and University of Texas at Dallas - Naveen Jindal School of Management

Abstract:

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COVID-19 pandemic, health IT, telehealth expansion, rural-urban disparity, healthcare access