Heng Xu

University of Florida

PO Box 117165, 201 Stuzin Hall

Gainesville, FL 32610-0496

United States

  • University of Florida

SCHOLARLY PAPERS

9

DOWNLOADS

1,225

SSRN CITATIONS

1

CROSSREF CITATIONS

0

Scholarly Papers (9)

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1.

Implications of Data Anonymization on the Statistical Evidence of Disparity

Xu, H., and Zhang, N. (2021). Implications of Data Anonymization on the Statistical Evidence of Disparity, Management Science (accepted).
Number of pages: 39 Posted: 05 Sep 2020 Last Revised: 08 Oct 2021
Heng Xu and Nan Zhang
University of Florida and University of Florida - Department of Management
Downloads 287 (177,361)
Citation 2

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privacy, data anonymization, discrimination, statistical disparity

2.

Reconciling the Paradoxical Findings of Choice Overload Through an Analytical Lens

MIS Quarterly (Forthcoming)
Number of pages: 56 Posted: 05 Mar 2021
Nan Zhang and Heng Xu
University of Florida - Department of Management and University of Florida
Downloads 286 (178,041)

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analytical meta-analysis, choice overload, inverted-U relationship

3.

From Contextualizing to Context-Theorizing: Assessing Context Effects in Privacy Research

Management Science (accepted)
Number of pages: 40 Posted: 02 Jul 2020 Last Revised: 27 Jan 2022
Heng Xu and Nan Zhang
University of Florida and University of Florida - Department of Management
Downloads 223 (227,536)

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Information Privacy, Context, Behavioral Research Methods

4.

Fairness of Ratemaking for Catastrophe Insurance: Lessons from Machine Learning

Number of pages: 42 Posted: 06 Apr 2022
Nan Zhang and Heng Xu
University of Florida - Department of Management and University of Florida
Downloads 193 (259,756)

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Catastrophe Insurance, Machine Learning, Fairness

5.

An Onto-Epistemological Critique of Information Privacy Research

Number of pages: 31 Posted: 13 Dec 2021 Last Revised: 17 Sep 2023
Heng Xu and Nan Zhang
University of Florida and University of Florida - Department of Management
Downloads 92 (460,884)

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information privacy; onto-epistemology; Heidegger; Dreyfus

6.

Protecting Privacy on Social Media: Is Consumer Privacy Self-Management Sufficient?

Number of pages: 10 Posted: 11 Oct 2018
Yaqoub Alsarkal, Nan Zhang and Heng Xu
George Washington University, University of Florida - Department of Management and University of Florida
Downloads 91 (464,046)
Citation 1

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7.

Privacy in Health Disparity Research

Number of pages: 17 Posted: 08 Dec 2018
Heng Xu and Nan Zhang
University of Florida and University of Florida - Department of Management
Downloads 53 (620,819)

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Health disparity, Privacy, Secondary data analysis

8.

Why Machine Learning Needs Theoretical Guidance to Support Future Theory Building

Posted: 28 Aug 2023
Heng Xu, Nan Zhang and Mo Wang
University of Florida, University of Florida - Department of Management and University of Florida

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machine learning; organizational theory; computational learning theory; theory development; method

9.

Goal Orientation for Fair Machine Learning Algorithms

Posted: 23 Dec 2022
Heng Xu and Nan Zhang
University of Florida and University of Florida - Department of Management

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Fairness, machine learning, optimization goal, selection, screening