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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Towards Integrity Machines: Design Theory for Information Systems Addressing Conflicts of Interest in the Public Sector</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Daniel Zavaleta Salinas</string-name>
          <email>daniel.zavaleta@emle.eu</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>University of Bologna</institution>
          ,
          <addr-line>Bologna</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Turin</institution>
          ,
          <addr-line>Turin</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <fpage>100</fpage>
      <lpage>108</lpage>
      <abstract>
        <p>Within the public sector, conflicts of interest challenge the objectivity of public officials, threaten the outcome of public decisions, and create opportunities for corruption. Governments worldwide use various types of artifacts to address this problem: laws and regulations, the political market, and more recently, information system artifacts. Even though these types of artifacts have been in place for many years in various countries, the conflict of interest problem has intensified. The problem has recently been recognized as a worldwide governance problem. Disclosure Systems are a mainstream instrument to address the conflict of interest problem. Public officials are obliged by law to disclose information regarding their assets, sources of income, outside activities, participation in firms, debts, gifts, among other interests. This information is collected, registered, and verified by official monitoring bodies. Besides these traditional artifacts, a new wave of Information System Artifacts is arising, triggered by the advancement of IT tools. Our PhD research project regards the use, design, and effectiveness of such Information System artifacts to address the conflict of interest problem.</p>
      </abstract>
      <kwd-group>
        <kwd>Design theory</kwd>
        <kwd>Information systems design</kwd>
        <kwd>Conflicts of interest</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Significant Problems in the Research Field</title>
      <p>
        As suggested by Herbert Simon, artifacts are built to satisfy human goals and
purposes
        <xref ref-type="bibr" rid="ref19">(Simon, 1996)</xref>
        . Whenever our artifacts do not serve them, we have good reasons to
consider re-design or re-engineer such artifacts, improving their effectiveness to reach
their intended purpose. Our concern regards the use and design of Information
Systems as an effective kind of artifact to address the conflict of interest problem.
Accordingly, we found out both little information and not-convincing evidence regarding
traditional Information Systems’ effectiveness, plenty of literature pointing out at
their limitations, and limited literature regarding the use and design of such systems.
We also find that novel Information Systems are not overcoming such limitations.
      </p>
      <p>
        We argue that both traditional and novel Information Systems are not sufficiently
grounded in theory, which impacts on their effectiveness to address the problem they
are supposed to alleviate. First, there is little information available regarding the way
these information systems are constructed, so the underlying theory, if any, cannot be
analyzed. Second, the operation of these Information Systems has continuously been
criticized precisely on theoretical grounds. Behavioral studies for example, have
suggested that conflicted agents face psychological impediments to identify and disclose
their own conflicting interests
        <xref ref-type="bibr" rid="ref23">(Thagard, 2007)</xref>
        . Third, these Information Systems
have traditionally been analyzed as policy interventions, mainly through economic or
policy analysis, but not according to their inherent nature of Information Systems. We
argue that these theoretical limitations impact these systems’ effectiveness to address
the conflict of interest problem.
      </p>
      <p>One of the main goals pursued within novel Information Systems is the automatic
identification of conflicts of interest, in which the modeling and representation of
conflicts play a crucial role. A very strict representation of these conflicts would be
counterproductive, as many conflicts of interest would not be identified. On the other
hand, a very broad representation would make the identification of conflicting interest
unworkable, expensive, and inefficient. We argue that these problems can be
addressed through Design Theory.
3</p>
    </sec>
    <sec id="sec-2">
      <title>Current Status of the Problem Domain and Related Solutions</title>
      <p>
        Disclosure Systems are considered the most important instruments to address the
conflict of interest problem (Villoria Mendieta, 2007). Nowadays laws in more than
120 countries require public officials to disclose information about their assets,
sources of income, outside activities, participation in firms, debts, gifts, among other
interests
        <xref ref-type="bibr" rid="ref21">(OECD, 2015)</xref>
        . Disclosed information is collected, registered, and,
depending on the jurisdiction, verified on completeness and accuracy by a monitoring body,
which is also in charge of identifying potential conflict of interest situations
(VilloriaMendieta, 2007).
      </p>
      <p>
        Several criticisms have been made to these Disclosure Systems. Scholars have
pointed out that these systems are often too simplistic or easily avoided by public
officials stating: “nothing to declare”
        <xref ref-type="bibr" rid="ref5">(Demmke, 2007)</xref>
        . Verification of disclosed
information has been considered unrealistic, especially in systems monitoring a high
number of public officials (Villoria-Mendieta, 2007). Other criticisms rely on the
basis that disclosure systems have rarely been used as evidence for prosecution and
that sanctions are rare (Villoria-Mendieta, 2007). A main limitation of the declaration
system is its focus in the disclosed information, rather than in determining the
existence of potential conflicts of interest in specific detail. Conflicting interests are sought
by monitoring bodies in the abstract, while such conflicts are highly context-sensitive.
Therefore, experts have questioned the usefulness of these systems, arguing that they
involve a waste of public resources and creation of costly and ineffective bureaucracy
        <xref ref-type="bibr" rid="ref2">(Anechiarico, 1996)</xref>
        . Despite these criticisms, disclosure laws keep expanding
worldwide.
      </p>
      <p>
        Research on these traditional Information Systems is quite limited. Most literature
regards these disclosure systems as policy or legal interventions. These systems are
mainly subject of policy and economic analysis. Moreover, there is limited
information regarding the effectiveness of these systems. Even in such cases, the
evaluation of the systems is inconclusive, delivering considerable caveats and limitations
        <xref ref-type="bibr" rid="ref25 ref7">(Gokcekus 2006; Vargas, 2016)</xref>
        . We argue that disclosure systems are indeed
Information Systems, therefore researchable through the lens of information and
information sciences. To our best knowledge, there are no studies carried out according to
such a scope.
      </p>
      <p>
        A new wave of Information System Artifacts to address the Conflict of Interest
problem has arisen, triggered mainly by the advancement of Information Technology
tools: Monitoring bodies are commissioning the design of Information Systems to
identify conflicts of interest in public procurement settings; Governments like the
ones in France and Chile have recently decided to publish public officials’ disclosed
information in open data format; very interesting and challenging applications of
semantic and network analysis tools have been used to automatically identify conflicts
of interest in the setting of peer review in academic journals
        <xref ref-type="bibr" rid="ref1 ref30">(Aleman-Meza, 2006;
Wu, 2017)</xref>
        . Our research project will provide a characterization on these innovative
artifacts, including the representation and modelling of conflicts of interest.
      </p>
      <p>Depending on the type of Information System, we find more or less information
regarding their use, design, and effectiveness. This depends mainly on the body
undertaking the development of these artifacts. When these tasks are conducted by
governments, these efforts tend to replicate what the law says. When these systems are
contracted out by the government to external companies, there is not much
information available. When these systems are carried out as part of research projects there
is valuable explanation on these systems contained in journal articles. For what we
have observed so far, we find very little theory around these novel Information
Systems, which again might have an impact on their effectiveness.
4</p>
    </sec>
    <sec id="sec-3">
      <title>Preliminary Ideas, Research Approach and Results</title>
      <p>
        We undertake this research project having in mind the improvement of Information
Systems to effectively address the conflict of interest problem. The Design Science
Research methodology is suitable for our research, as its purpose is to create
purposeful artifacts designed to address unsolved and important problems
        <xref ref-type="bibr" rid="ref17">(Peffers, 2007)</xref>
        . As
we have argued before current interventions based on laws and regulations, the
political market, and information systems have not been able to address the conflict of
interest problem. We argue that Information Systems can be useful to address the
problem, especially when special attention is put into their design.
      </p>
      <p>
        Design Science Research requires the design of Information System Artifacts,
typically taking the shape of constructs, models, frameworks, architectures, design
principles, methods and instantiations
        <xref ref-type="bibr" rid="ref12">(Lee, 2015)</xref>
        . Our research project will contribute
with Design Theory, defined as “a prescriptive set of statements on how to do
something to achieve certain objective” (Vaishnavy, 2015). Defining the objective of these
artifacts will be part of our Design Theory approach since we will analyze and design
the relevant processes to address the conflict of interest problem. So far, most artifacts
have been focusing in the disclosed information and in identifying potential
conflicting interest in certain situations. We seek to describe a wide array of applications for
this kind of artifacts according to our Design Theory.
      </p>
      <p>
        Implementing Information Systems for complex tasks is not an easy nor trivial
endeavor. These systems have proven to be useful when supporting structured
processes, but not so much within complex intellectual processes or when trying to automate
people’s higher cognitive functions
        <xref ref-type="bibr" rid="ref14">(Markus, 2002)</xref>
        . This point is clearly exemplified
on Todd and Benbasat’s research:
“IT has successfully supported only the problem-solving tasks associated with
decision-making. But problem finding— including the tasks of uncovering the
underlying decision problem, gathering relevant information about it, and diagnosing
it— is “fuzzy, difficult, and not amenable to technical support.” (Markus, 2000).
      </p>
      <p>
        This is precisely the essence of conflicts of interest! These conflicts are fuzzy,
complex, even confusing for monitoring bodies (Oficina Antifrau de Catalunya,
2017). Moreover, the gathering, diagnosis of relevant information and appropriate
solution of the situation, makes conflict of interest such a difficult field to grasp. As
explained by Whitton, identifying and resolving a conflict of interest requires to
distinguish relevant facts, law and policy, which involves technical skill and a good
understanding of the many issues involved in the conflicting situation
        <xref ref-type="bibr" rid="ref28">(Whitton, 2005)</xref>
        .
      </p>
      <p>
        As demonstrated by Markus, Design Theory can be used to create Information
Systems tailored to address the unique characteristics of a complex problem, supporting
even its most intellectual, knowledge intensive aspects
        <xref ref-type="bibr" rid="ref14">(Markus, 2002)</xref>
        . Design
Theory is key as it relies on scientific theory behind the problem to be solved, technical
information regarding the artifact, and imagination to devise how an Information
System can be feasibly and effectively carried out
        <xref ref-type="bibr" rid="ref27">(Walls, 1992)</xref>
        . Design comes to be
not only valuable or convenient, but as determinant, since design is indeed the way to
find and implement solutions to any given problem
        <xref ref-type="bibr" rid="ref13">(McKay, 2012)</xref>
        .
      </p>
      <p>Following the Design Science Research approach, we start our research project
with a descriptive approach to identify the main characteristics of the conflict of
interest problem in the public sector, focusing on its nature, manifestations, behavior and
effects. There is a great amount of disperse qualitative literature regarding this
problem within the public sector, but also regarding conflicts of interest happening in
other fields. Characterizing the problem will give us a good grasp of the challenges to be
addressed by the resulting artifacts object of our Design Theory.</p>
      <p>We continue with a second descriptive phase addressing the use and design of
traditional Information System artifacts to address the conflict of interest problem. This
will allow us to identify the opportunities and limitations of these artifacts, as well as
suggesting improvements for further development. Additionally, we will analyze
novel Information Systems to identify similarities and differences between both the
traditional and the novel models. Particularly, we are considering focusing on systems
based on open and linked data technologies.</p>
      <p>
        After we conclude the descriptive phase, we will use the information obtained at
this stage to undertake a prescriptive analytical phase of our research project
regarding how to design improved artifacts to address the conflict of interest problem. For
this purpose, we will develop a Design Theory tailored to the characteristics of the
problem and the state of the art regarding current artifacts. To build up the Design
Theory we will identify the appropriate kernel theories as the basis to sustain the
effectiveness and development of improved systems
        <xref ref-type="bibr" rid="ref11">(Kuechler, 2012)</xref>
        . Such kernel
theories are based on information and information system theory, public
administration and governance studies. The main criteria orientating our prescriptive design has
to do with determining relevance on conflict of interest cases: what procedures,
stakeholders, and information are relevant to effectively address the conflict of interest
problem.
      </p>
      <p>Lastly, we will explore the possibilities for designing improved artifacts based on
our resulting Design Theory and relevant technologies available. We seek to illustrate
the array of Information System Artifacts that could be built up according to relevant
conflict of interest procedures, relevant information technology tools, and to devise an
expository instantiation of the Design Theory.
5</p>
    </sec>
    <sec id="sec-4">
      <title>Research Methodology</title>
      <p>
        To achieve our Research Goal 1, we undertake a descriptive analysis to identify the
main characteristics of the Conflict of Interest Problem. First, we characterize the
problem according to agency theory as done by Susan Shapiro
        <xref ref-type="bibr" rid="ref18">(Shapiro, 2005)</xref>
        . This
characterization allows us to identify the role of relevant stakeholders in conflict of
interest settings: principals and agents. Accordingly, a conflict of interest is defined as
situations in which an individual (an agent) can exploit an official capacity for
personal benefit
        <xref ref-type="bibr" rid="ref15">(Mungiu-Pippidi, 2017)</xref>
        naturally affecting the principal (citizens).
Distinguishing between agent and principals is not trivial, since the development of
current artifacts to address the problem is highly dependent on whether we focus on one
or other stakeholder as the focus of the artifact. Second, we characterize the problem
as a behavioral one, a problem that affects the public official’s decision making or
judgment process
        <xref ref-type="bibr" rid="ref10">(Kinander, 2016)</xref>
        . This characterization is relevant since it allows us
to perceive the difficulty to identify the existence of a conflict of interest situation.
Third, we consider it is important to characterize the problem as one that can occur
within the whole spectrum of the policymaking process, involving a huge amount of
transactions and legal operations. Finally, we will briefly describe how the current
legal and market interventions have not been able to address the conflict of interest
problem, calling for the emergence of new effective artifacts designed to address the
problem effectively.
      </p>
      <p>
        To achieve Research Goal 2, we will undertake a descriptive analysis regarding the
traditional Disclosure Systems to address the conflict of interest problem. We seek to
analyze them as Information System Artifacts. In order to do so, we seek to analyze
them by using the updated DeLone and McLean model on Information System
success, encompassing a review on information quality, system quality, service quality
usability, user satisfaction and net benefits provided by such Information System
artifacts
        <xref ref-type="bibr" rid="ref4">(DeLone, 2003)</xref>
        . This review will allow us to identify among other
information, the system’s functions and attributes
        <xref ref-type="bibr" rid="ref6">(Ein-Dor, 1993)</xref>
        and the system’s
usability according to the type of stakeholder that we had previously identified on the
Research Goal 1. This analysis will provide us a good characterization of these artifacts,
as well as the opportunities and limitations that they face. Afterwards, we will carry a
review on selected novel Information System artifacts, compared with the traditional
Information System Artifacts as a benchmark. We will be able to compare these
information systems analyzing what are the additional functions and attributes, and how
they overcome the limitations found in the traditional systems. We will opt for
Information Systems based in open data and the ones based in linked data. We seek to
analyze these artifacts improved features and analyze what are the opportunities or
challenges that they require in order to bring an improvement to existing artifacts.
      </p>
      <p>
        To achieve Research Goal 3, we will develop the structural components of an
Information System Design Theory as proposed by Gregor
        <xref ref-type="bibr" rid="ref8">(Gregor, 2007)</xref>
        ,
encompassing purpose and scope, constructs, principles of form and function, artifact mutability,
testable propositions, justificatory knowledge, principles of implementation and an
expository instantiation. Accordingly, the nature of the resulting Design Theory will
be prescriptive, i.e. proposing how the artifacts of a kind should be constructed
        <xref ref-type="bibr" rid="ref8">(Gregor, 2007)</xref>
        . We will devise a Design Theory encompassing Information Systems
to address the conflict of interest problem. One of the main concerns that we have
when developing the Design Theory, will be to take into consideration the diversity of
stakeholders. One of the advantages of describing the conflict of interest problem as
an agency problem, is the possibility to focus our attention in the role of principals,
i.e. the citizens as clients for the design of novel artifacts. Using open data for making
available public official’s disclosed information is a good suggestion that the artifacts
object of our study need to be citizen friendly and provide them with a good deal of
information regarding their agents, their interests and the possible conflicting
situations in which they might be involved.
      </p>
      <p>Among other relevant Design Theory components, we will pay significant
attention for providing the purpose and scope of these artifacts, i.e. the set of
metarequirements for the type of systems encompassed by the theory. This will allow us to
show the multiplicity of artifacts that can be used to address the problem, according to
the relevant procedures grounded in theory to address our problem. As opposed to the
current artifacts, we will show that multiple artifacts should be built not only to
identify conflicting interest, but also to bring a solution to potential conflicting situations.
Also important in this stage will be the identification of the constructs we will be
using to derive our Design Theory. It is relevant to mention that we seek to move
away from the mere identification of interest, to the situations in which those interest
actually conflict with other values, processes, or decisions, i.e. the representation of
conflicts of interest. We seek to clarify by constructs the appropriate unit of conflicts
of interest that we can pursue. This will be especially relevant while considering the
opportunity presented by open and linked data tools, since they allow us to compare
the disclosed interest with relevant public transactions, actions, or decisions.</p>
      <p>To achieve Research Goal 4, and as the final stage of our research project we seek
to suggest specific guidelines for designing an instantiation based on our newly
developed Design Theory by proposing an expository instantiation of the Design
Theory. We will seek to focus on relevant processes, using relevant information taking
citizens as the main users of the resulting artifacts.
6</p>
    </sec>
    <sec id="sec-5">
      <title>Contributions</title>
      <p>
        The main contribution of this research project will be the Design Theory itself, useful
in terms of knowledge and its application to devise improved artifacts. First, a Design
Theory applicable to conflicts of interest in the public sector will bring a very much
needed knowledge contribution to theory within the e-governance field, one that has
been described as heavily under-theorized and over-dependent on descriptive case
studies
        <xref ref-type="bibr" rid="ref3">(Bannister, 2015)</xref>
        . Making explicit the design of conflict of interest artifacts
will be valuable to promote the analysis and discussion of existing artifacts, including
laws and regulations, the political market, and more recently, information system
artifacts. Moreover, an explicit Design Theory would be useful as a theoretical
framework promoting transparency and increased information regarding the
technologies employed to improve public governance.
      </p>
      <p>Second, we expect that the Design Theory will be considered by institutions,
researchers, and practitioners to devise, design, and implement improvements and major
innovations for conflict of interest artifacts. We can foresee that relevant
implementations of the Design Theory can be applied to devise a wide arrange of artifacts to
prevent, detect, manage, investigate, and deliver judgements on conflicts of interest
cases. We seek to contribute in the development of meta-requirements, representation,
and justificatory knowledge for a new generation of integrity machines that
effectively address conflicts of interest in the public sector.</p>
    </sec>
    <sec id="sec-6">
      <title>Acknowledgements</title>
      <p>This paper is an outcome of the PhD research performed inside of the Joint
International Doctoral (Ph.D.) Degree in Law, Science and Technology, coordinated by the
University of Bologna, CIRSFID in cooperation with University of Turin, Universitat
Autònoma de Barcelona, Tilburg University, Mykolas Romeris University, and The
University of Luxembourg.</p>
    </sec>
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