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Using an expert system to debias auditor judgment

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TitleInfo
Title
Using an expert system to debias auditor judgment
SubTitle
an experimental study
Name (type = personal)
NamePart (type = family)
Lombardi
NamePart (type = given)
Danielle R.
NamePart (type = date)
1981-
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Danielle Lombardi
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author
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Vasarhelyi
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Miklos A
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Miklos A Vasarhelyi
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Advisory Committee
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chair
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Warren
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Danielle E
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Danielle E Warren
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Advisory Committee
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internal member
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Brown-Liburd
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Helen L
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Helen L Brown-Liburd
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Advisory Committee
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internal member
Name (type = personal)
NamePart (type = family)
Arnold
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Vicky
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Vicky Arnold
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Advisory Committee
Role
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outside member
Name (type = personal)
NamePart (type = family)
Peytcheva
NamePart (type = given)
Marietta
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Marietta Peytcheva
Affiliation
Advisory Committee
Role
RoleTerm (authority = RULIB)
outside member
Name (type = corporate)
NamePart
Rutgers University
Role
RoleTerm (authority = RULIB)
degree grantor
Name (type = corporate)
NamePart
Graduate School - Newark
Role
RoleTerm (authority = RULIB)
school
TypeOfResource
Text
Genre (authority = marcgt)
theses
OriginInfo
DateCreated (qualifier = exact)
2012
DateOther (qualifier = exact); (type = degree)
2012-10
Place
PlaceTerm (type = code)
xx
Language
LanguageTerm (authority = ISO639-2b); (type = code)
eng
Subject (authority = RUETD)
Topic
Management
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TitleInfo
Title
Rutgers University Electronic Theses and Dissertations
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ETD
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ETD_4248
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electronic resource
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Extent
xi, 233 p. : ill.
Note (type = degree)
Ph.D.
Note (type = bibliography)
Includes bibliographical references
Note (type = vita)
Includes vita
Note (type = statement of responsibility)
by Danielle R. Lombardi
Abstract (type = abstract)
In the audit profession, judgment and decision making are essential parts of
successfully completing an audit. Judgment is a crucial element of the audit process,
especially with recent increase in audit regulations. At every step of the audit, auditors
are required to make several complex judgments. Psychology and audit research
demonstrate that auditors are susceptible to numerous biases, two of which are
exacerbated by the accountability inherent in the audit environment. Since the nature of
the audit environment requires auditor accountability, this dissertation examines two
biases that have been shown to be exacerbated by accountability – the dilution effect and
acceptability heuristic bias. This dissertation consists of three separate essays. Two of this dissertation’s essays experimentally examine whether use of an expert system as a decision aid in developing less experienced auditor judgment mitigates these two biases - the dilution effect (Chapter 2) and the acceptability heuristic (Chapter 3) - on auditor judgment in a complex task (fraud risk assessment). An expert system was chosen as the decision aid because research has demonstrated that expert systems have a high level of accuracy, resulting in more appropriate judgments made by less experienced auditors. The third essay is an exploratory study using process tracing that analyzes the decision making
process of less experienced auditors using the expert system in an environment without
and with judgment bias present - the dilution effect. The first essay experimentally examines whether an expert system assists less experienced auditors in making lower fraud risk assessments and mitigates the dilution effect. The dilution effect is a judgment bias which occurs when too much focus is spent on irrelevant information. This bias is exacerbated in auditors when they are knowingly held accountable to their superiors. A solution has yet to be offered to materially reduce this bias. The second essay experimentally examines whether the use of an expert system as a decision aid mitigates acceptability heuristic. The acceptability heuristic is the shifting towards the preferences of another and adopting a position that is deemed socially acceptable. This bias predominantly occurs when auditors are knowingly held accountable to their superiors. Prior studies have shown less experienced auditors who are aware of the views of audit partners, will align their judgments to agree with that of the partners’. This negative auditor judgment bias has been an area researchers have vastly studied, yet a method to reduce it has not been offered in the literature. The third essay is an exploratory analysis which uses process tracing to analyze the thought processes of less experienced auditors in making decisions in an environment where a judgment bias occurs - the dilution effect. This essay used a subset of participants from the dilution effect study (Chapter 2) and during the experiment, participants were asked to think aloud to gain further insight into the dilution effect. The think aloud process also captures factors about the process of using the expert system which contributed towards the mitigation of this bias. Auditor decision making process with and without the use of an expert system will be captured both within and between the participant groups.
Subject (authority = ETD-LCSH)
Topic
Auditors--Professional ethics
Subject (authority = ETD-LCSH)
Topic
Auditors--Psychology
Subject (authority = ETD-LCSH)
Topic
Judgment (Ethics)
Identifier (type = hdl)
http://hdl.rutgers.edu/1782.1/rucore10002600001.ETD.000066558
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TitleInfo
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Graduate School - Newark Electronic Theses and Dissertations
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rucore10002600001
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NjNbRU
Identifier (type = doi)
doi:10.7282/T39S1PT7
Genre (authority = ExL-Esploro)
ETD doctoral
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Rights

RightsDeclaration (ID = rulibRdec0006)
The author owns the copyright to this work.
RightsHolder (type = personal)
Name
FamilyName
Lombardi
GivenName
Danielle
Role
Copyright Holder
RightsEvent
Type
Permission or license
DateTime (encoding = w3cdtf); (qualifier = exact); (point = start)
2012-09-18 11:05:12
AssociatedEntity
Name
Danielle Lombardi
Role
Copyright holder
Affiliation
Rutgers University. Graduate School - Newark
AssociatedObject
Type
License
Name
Author Agreement License
Detail
I hereby grant to the Rutgers University Libraries and to my school the non-exclusive right to archive, reproduce and distribute my thesis or dissertation, in whole or in part, and/or my abstract, in whole or in part, in and from an electronic format, subject to the release date subsequently stipulated in this submittal form and approved by my school. I represent and stipulate that the thesis or dissertation and its abstract are my original work, that they do not infringe or violate any rights of others, and that I make these grants as the sole owner of the rights to my thesis or dissertation and its abstract. I represent that I have obtained written permissions, when necessary, from the owner(s) of each third party copyrighted matter to be included in my thesis or dissertation and will supply copies of such upon request by my school. I acknowledge that RU ETD and my school will not distribute my thesis or dissertation or its abstract if, in their reasonable judgment, they believe all such rights have not been secured. I acknowledge that I retain ownership rights to the copyright of my work. I also retain the right to use all or part of this thesis or dissertation in future works, such as articles or books.
Copyright
Status
Copyright protected
Availability
Status
Open
Reason
Permission or license
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