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The Human Factor : = The Behavioral Drivers and Operational Impact of Discretion.
Record Type:
Electronic resources : Monograph/item
Title/Author:
The Human Factor :/
Reminder of title:
The Behavioral Drivers and Operational Impact of Discretion.
Author:
Niewoehner, Robert J., III.
Description:
1 online resource (138 pages)
Notes:
Source: Dissertations Abstracts International, Volume: 83-11, Section: B.
Contained By:
Dissertations Abstracts International83-11B.
Subject:
Business administration. -
Online resource:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=29060498click for full text (PQDT)
ISBN:
9798438790679
The Human Factor : = The Behavioral Drivers and Operational Impact of Discretion.
Niewoehner, Robert J., III.
The Human Factor :
The Behavioral Drivers and Operational Impact of Discretion. - 1 online resource (138 pages)
Source: Dissertations Abstracts International, Volume: 83-11, Section: B.
Thesis (Ph.D.)--The University of North Carolina at Chapel Hill, 2022.
Includes bibliographical references
Aim: Recent operations research acknowledges that agents in our operational systems have discretion to make decisions. Modeling this behavior requires assumptions, but these assumptions may induce gaps between models and real-world observations. In the end, these decisions coalesce firm-level outputs, both for good and ill. Despite this, deliberate system design can transform problematic deviance into productive discretion. In this dissertation, I detail three explorations of system design and the operational impact of human discretion.Background: The operations literature has a rich history of applying formal mathematical models to explain and study both product and service settings. Operational systems matter, but wherever these systems contain human discretion, people matter too.Context and Methodology: I primarily focus on the operational effects of discretion in the healthcare setting, where the literature frequently examines how providers shape a service system. My research empirically responds to each of my research questions with modern econometric and machine learning methods. In the first essay, I designed and implemented a field experiment among 145 healthcare clinics. In the second and third essays, I leverage archival data analysis methods.Conclusion: Operations research considers many facets of work: "What work should we do? When should we do it? How should we do it? And who should be doing it?" Given my focus on the role of people within the system, my work provides valuable clarity into how human discretion affects operational outcomes, and my insights empower future operations research to better understand the full spectrum of worker behavior.
Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2023
Mode of access: World Wide Web
ISBN: 9798438790679Subjects--Topical Terms:
3168311
Business administration.
Subjects--Index Terms:
DiscretionIndex Terms--Genre/Form:
542853
Electronic books.
The Human Factor : = The Behavioral Drivers and Operational Impact of Discretion.
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Source: Dissertations Abstracts International, Volume: 83-11, Section: B.
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Advisor: Staats, Bradley.
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Aim: Recent operations research acknowledges that agents in our operational systems have discretion to make decisions. Modeling this behavior requires assumptions, but these assumptions may induce gaps between models and real-world observations. In the end, these decisions coalesce firm-level outputs, both for good and ill. Despite this, deliberate system design can transform problematic deviance into productive discretion. In this dissertation, I detail three explorations of system design and the operational impact of human discretion.Background: The operations literature has a rich history of applying formal mathematical models to explain and study both product and service settings. Operational systems matter, but wherever these systems contain human discretion, people matter too.Context and Methodology: I primarily focus on the operational effects of discretion in the healthcare setting, where the literature frequently examines how providers shape a service system. My research empirically responds to each of my research questions with modern econometric and machine learning methods. In the first essay, I designed and implemented a field experiment among 145 healthcare clinics. In the second and third essays, I leverage archival data analysis methods.Conclusion: Operations research considers many facets of work: "What work should we do? When should we do it? How should we do it? And who should be doing it?" Given my focus on the role of people within the system, my work provides valuable clarity into how human discretion affects operational outcomes, and my insights empower future operations research to better understand the full spectrum of worker behavior.
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click for full text (PQDT)
based on 0 review(s)
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