<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Alignment: A Management Paradigm for Digital Transformation in Public Organisations</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Computer and Systems Sciences (DSV), Stockholm University</institution>
          ,
          <addr-line>Borgarfjordsgatan 12, SE-16455 Kista</addr-line>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2022</year>
      </pub-date>
      <fpage>189</fpage>
      <lpage>208</lpage>
      <abstract>
        <p>Researchers and practitioners agree that a broad spectrum of changes must be managed to realise the benefits of digital transformation. To this end, the role of IT alignment-the fit between IT, overall organisational goal, and organisational configuration-is acknowledged. At the same time, few empirical studies investigated the relationship between IT alignment and digital transformation, particularly in the public sector. Given the inherent diferences between organisations in the private and public sectors concerning the application of emerging technologies, an exploratory study was conducted to further our understanding. The primary data collected through interviews and internal-organisational documents suggest that IT alignment improves the likelihood of successful digital transformation in a public organisation. The analysis also revealed organisational and managerial factors that determine the degree of IT alignment, which were used to develop a theoretical model. The model was tested with quantitative data collected through an online survey collected from 421 respondents. The preliminary results and contributions of the study are presented.</p>
      </abstract>
      <kwd-group>
        <kwd>Organisations</kwd>
        <kwd>technology enactment theory</kwd>
        <kwd>Digital transformation</kwd>
        <kwd>IT alignment</kwd>
        <kwd>public organisations</kwd>
        <kwd>public value theory</kwd>
        <kwd>stakeholder theory</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        The dynamic business environment and the emergence of digital technologies have presented
myriads of opportunities for today’s organisations. However, these opportunities have also
required a paradigmatic shift in management with new and appropriate strategic responses
[
        <xref ref-type="bibr" rid="ref1 ref2 ref3">1, 2, 3</xref>
        ]. Unsurprisingly, we notice shorter product life cycles, highly customised or diferentiated
products, value-added services, and synchronised product-service combinations due to the
emergence of new technologies and innovative business models. Leaders across sectors and
industries attribute this development to digital transformation. This phenomenon has also
surfaced in the academic literature within the area of strategic IS research [
        <xref ref-type="bibr" rid="ref4 ref5">4, 5</xref>
        ]. Digital
transformation refers to “the IT-enabled change in organisations through the digitalisation of
products, services, core processes, customer touchpoints and business models” [6, p. 3]. Opinion
CEUR
pieces and reports from practitioner outlets also acknowledge digital transformation as a timely
issue related to strategic decisions to further the goals of today’s organisations [
        <xref ref-type="bibr" rid="ref7 ref8">7, 8</xref>
        ].
      </p>
      <p>
        Despite the phenomenon’s popularity among practitioners and researchers, articulating what
digital transformation entails and how to manage it to fruition proved challenging. Researchers
argue that digital transformation remains to be a protean concept [
        <xref ref-type="bibr" rid="ref3 ref9">3, 9</xref>
        ]. One reason for this
confusion might be the common assumption that digital transformation has been considered
merely a technological phenomenon [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. Recently, though, there seems to be a growing
consensus among scholars that digital transformation is a multifaceted phenomenon that
needs to be explored further. For instance, [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ] argues that technology is just one piece of
the complex digital transformation puzzle that must be solved for organisations to achieve
their overall objective and remain competitive in the new digital world. To this end, the
work towards a successful digital transformation should incorporate an appropriate strategy
formulation [
        <xref ref-type="bibr" rid="ref12 ref4">4, 12</xref>
        ] and changes to an organisation [
        <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
        ]. However, the digital transformation
initiatives undertaken by many organisations have made it necessary to rethink our view of
the traditional rules of strategy [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ]. Gobble [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ] also argues that only organisations that
view digital transformation as a journey can formulate a robust strategy that supports a
wellarticulated road map for successful transformation. The road map should outline the necessary
changes, including organisational structure [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ], business processes [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ], and organisational
culture [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ].
      </p>
      <p>
        As the extant literature suggests, digital transformation initiatives can be fruitful in enabling
value creation when the various organisational changes are on par with the introduction of new
technologies [
        <xref ref-type="bibr" rid="ref2 ref20 ref21">2, 20, 21</xref>
        ] as well as the fit between the IT- and overall organisational business
strategies [
        <xref ref-type="bibr" rid="ref13 ref22 ref23">13, 22, 23</xref>
        ]. This is what scholars refer to as IT alignment, a related phenomenon that
has remained popular among researchers and practitioners for decades in a row [
        <xref ref-type="bibr" rid="ref24 ref25 ref26">24, 25, 26</xref>
        ].
According to recent studies, IT alignment, which refers to the “application of information
technology in an appropriate and timely way, in harmony with business strategies, goals and
needs” [27, p. 69], is one of the determinants of digital transformation success [
        <xref ref-type="bibr" rid="ref2 ref28 ref3">2, 3, 28</xref>
        ]. Given
this critical role of alignment during the digitalisation era, there are calls for further studies
investigating the relationship between IT alignment and digital transformation (e.g., [
        <xref ref-type="bibr" rid="ref24 ref29 ref30 ref31 ref32">24, 29,
30, 31, 32</xref>
        ]). This explains the rise in the number of studies exploring this relationship [
        <xref ref-type="bibr" rid="ref33 ref34">33, 34</xref>
        ].
However, a closer look reveals that public organisations were not adequately represented. This
is true for both IT alignment and digital transformation research [
        <xref ref-type="bibr" rid="ref14 ref23 ref35 ref36">14, 23, 35, 36</xref>
        ]. There is a
rationale for this lack of knowledge to be addressed. Researchers argue that IT alignment is
found to be more challenging in such highly pluralistic organisational settings as organisations
in the public sector [
        <xref ref-type="bibr" rid="ref26 ref37 ref38">26, 37, 38</xref>
        ]. The justification for this assertion is founded on IS and
organisational studies literature. Public organisations were found to be complex given the
presence of multiple stakeholders with varying interests as well as arrangements with inherent
administrative and political tensions [
        <xref ref-type="bibr" rid="ref39">39</xref>
        ]. This complexity, in turn, has implications on how
organisations view digital transformation and formulate their IT- and organisational strategies
reflecting the interests of the diverse stakeholders [
        <xref ref-type="bibr" rid="ref14 ref26 ref38">14, 26, 38</xref>
        ]. The findings of recent case studies
(e.g., [
        <xref ref-type="bibr" rid="ref40 ref41">40, 41</xref>
        ]) also suggest that the introduction of digital technologies to solve complex public
administrative tasks has raised many unanswered questions. Thus, this study aims to address
the gap in the literature and investigate IT alignment and its role in digital transformation in
public organisations. The following two research questions are formulated.
RQ1: What is the role of IT alignment for digital transformation in a public organisation?
RQ2: How can public organisations improve IT alignment to enable successful digital
transformation?
      </p>
      <p>The remainder of the paper is organised as follows. First, a brief overview of related studies
on digital transformation and strategic alignment is presented. Next, the research methodology
discusses the research strategy adopted along with the data collection and analysis methods.
The subsequent section presents the preliminary results of the study. Finally, the contribution
of the study for research and practice is briefly presented.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Related Studies</title>
      <sec id="sec-2-1">
        <title>2.1. Managing Digital Transformation in Public Organisations</title>
        <p>
          Scholars argue that the reasons for digital transformation in many public organisations seem
to mimic that of the private sector. More recently, however, the motivation for digital
transformation in the public sector reflects the current view in public management approaches
[
          <xref ref-type="bibr" rid="ref42 ref43">42, 43</xref>
          ]. For instance, the original work of Moore [
          <xref ref-type="bibr" rid="ref44">44</xref>
          ] on public value theory is popular among
researchers investigating digital transformation. Even though the theory is not specific to
the digital transformation phenomenon or the use of digital technologies, researchers argue
that it informs us of the organisational context of the public sector. The theory is the basis
of articulating the primary rationale for digital transformation, i.e., creating public value by
utilising emerging technologies and launching digital government initiatives. This contrasts
with the New Public Management (NPM) narratives where digital transformation initiatives
in public organisations are expected to result in economic benefits [
          <xref ref-type="bibr" rid="ref45">45</xref>
          ]. In other words, prior
studies in information systems and public administration research domain view information
technology as a tool to improve administrative eficiency [
          <xref ref-type="bibr" rid="ref43">43</xref>
          ]. Given the unfortunate lack of
success of the NPM, it is reasonable to aim for public value creation when the public sector
embarks on the complex transformation journey [
          <xref ref-type="bibr" rid="ref42 ref43">42, 43</xref>
          ].
        </p>
        <p>
          Another set of related studies which have significance for digital transformation in the public
sector is the recognition of organisational context and its role in how technology is used. A closer
look into prior studies indicates criticism for views that do not acknowledge the realities of public
organisations. For instance, the technological determinism views (e.g., [
          <xref ref-type="bibr" rid="ref46">46</xref>
          ]) do not appreciate
the significance of various organisational factors for digital transformation. According to
[
          <xref ref-type="bibr" rid="ref47">47</xref>
          ], the provision of public services that can satisfy citizens’ needs can only be achieved
when the public sector is transformed. The authors argue that this transformation involves
redesigning the internal processes and making continuous adjustments to the relationship
between organisations and various stakeholders. However, the specific organisational setting
of public organisations determines how new digital technologies can be used to meet the
organisational objectives. This is consistent with Fountain’s [48] technology enactment theory
stating various organisational contexts determine the way specific meanings are assigned to
technologies. Thus, it is in the best interest of organisations to facilitate the appropriate use of
digital technologies recognising the particular conditions of an organisation where technology
use is being introduced.
        </p>
      </sec>
      <sec id="sec-2-2">
        <title>2.2. IT Alignment in the Public Sector</title>
        <p>
          IT alignment continues to be one of the most researched areas in the IS and cognate disciplines.
Given its important role in digital transformation undertaken in many organisations, the
significance of IT alignment is more important than ever. Thus, consistent with [ 49], we
argue that studies still need to be carried out to further our understanding of the phenomenon.
Important areas of study include—(1) exploring antecedents, (2) designing an assessment of
alignment maturity models, and (3) establishing the various dimensions. Besides, researchers
argue that IT alignment studies recognising the contextual diferences between organisations in
various sectors and industries are necessary. For instance, prior studies focused on investigating
IT alignment in the airline industry [50], manufacturing firms ([ 51], financial services [ 52],
small and medium enterprises [53], and large organisations [54, 55]. On the other hand, the
dearth of IT alignment studies within the context of public organisations is acknowledged
[
          <xref ref-type="bibr" rid="ref38">38, 56, 57, 58</xref>
          ]. This is a paradoxical shortcoming in the extant literature, given the inherent
contextual diferences between public and private organisations.
        </p>
        <p>
          According to [
          <xref ref-type="bibr" rid="ref14 ref38">14, 38</xref>
          ], public organisations present a specific context to study the application
and management of information technology use. Among others, two significant diferences
between public and private organisations are often cited as a rationale for exploring IT alignment
in the public sector context. First, public organisations use non-financial metrics to measure
the value of IT investments. This is consistent with the public value theory, where leaders
are expected to have the creation of added value in mind as they configure resources. Second,
public organisations are expected to meet social, economic and political objectives that meet
the interest of many. Thus, it is complex to demonstrate the value derived from integration
of IT missions, objectives and plans into various aspects of administration functions. This is
reflected in the complex decision-making structures where political and administrative powers
are exercised, and formal bureaucratic structures and red tapes are put in place [56, 58].
        </p>
        <p>
          On the other hand, we argue that IT alignment studies (i.e., within the context of public
organisation) need to be conducted, recognising the new developments in the technological
landscape and the evolution of the construct’s conceptualisation. For instance, a review of
studies between 2000 and 2018 [
          <xref ref-type="bibr" rid="ref22">22</xref>
          ] indicates that the evolution of IT alignment as a construct
has implications on how it is perceived and pursued. For instance, researchers initially viewed IT
alignment as a static position primarily concerned with strategic “fit ” between IT and business
strategies. However, the emergence of appreciation for structural, cultural and social elements
of IT alignment in recent studies revealed a change in our understanding of the phenomenon
[
          <xref ref-type="bibr" rid="ref22">22</xref>
          ]. Relying primarily on contingency theories, we have also seen an emergence of studies
recognising the significance of contextual factors for IT alignment. In this regard, the issues of
the dynamic business environment, organisational agility and complex organisational structures
have been brought into the IT alignment research mix (See [
          <xref ref-type="bibr" rid="ref24 ref34">24, 34, 49</xref>
          ]). According to [
          <xref ref-type="bibr" rid="ref22">22</xref>
          ],
the changes in conceptualisation have resulted in a new way of enquiry towards IT alignment
recognising the need for further exploratory studies.
        </p>
      </sec>
      <sec id="sec-2-3">
        <title>2.3. IT Alignment as a Prerequisite for Digital Transformation</title>
        <p>
          Researchers argue that organisations that fail in their digital transformation initiatives also
default in their attempts to reach and maintain IT alignment. For instance, a review of prior
studies (e.g., [
          <xref ref-type="bibr" rid="ref22 ref24 ref34">22, 24, 34</xref>
          ]) reveal that it is in organisations’ best interest to maintain an IT-aligned
position to capitalise on opportunities of digital transformation. The extant literature also
suggests that IT alignment is an essential prerequisite for a successful digital transformation
[
          <xref ref-type="bibr" rid="ref32">32</xref>
          ]. As depicted in Figure. 1, research suggests that managing the strategic, structural and
social aspects of IT alignment results in a successful digital transformation with favourable
outcomes —improved operational eficiency, enabling value creation, and improved partnership
management [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ].
        </p>
        <p>
          Even though the vital role of IT alignment for digital transformation is already established in
the literature [
          <xref ref-type="bibr" rid="ref32">32</xref>
          ], few empirical studies are explored this relationship within the context of
public organisations [
          <xref ref-type="bibr" rid="ref35 ref38">35, 38</xref>
          ]. As discussed above, IS studies suggest that IT alignment and digital
transformation seem more challenging in organisations in the public sector [
          <xref ref-type="bibr" rid="ref40 ref41">41, 40, 56, 58</xref>
          ].
Besides, the current dynamic IT and market landscape make IT alignment a timely but a
challenging issue for leaders [
          <xref ref-type="bibr" rid="ref24 ref34">24, 34</xref>
          ]. On the other hand, there is a growing consensus among
researchers that IT alignment in the digital transformation era is the function of various internal
and external factors [
          <xref ref-type="bibr" rid="ref22 ref34">22, 34</xref>
          ]. Thus, identifying the internal and external organisational factors
related to IT alignment is necessary to support organisations in their digital transformation
journey. In other words, organisations in the public sector need to appreciate the significance
of such factors as organisational structure, stakeholder relationships, and organisational agility
to reach IT aligned position [
          <xref ref-type="bibr" rid="ref20 ref22 ref30">20, 22, 30</xref>
          ] which, in turn, supports their digital transformation
eforts.
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Research Methodology</title>
      <sec id="sec-3-1">
        <title>3.1. Research strategies</title>
        <p>
          The primary objective of our study is to explore the relationship between IT alignment and
digital transformation in the public sector. To investigate how the various elements of IT
alignment contribute to the success of digital transformation, a case study research strategy
is deemed appropriate. In the extant IS literature, case studies are shown to be the most
preferred research strategies among researchers [59]. IT alignment studies in general [60], and
those focusing on public organisations have also been conducted using this research strategy
[57]. Case studies are best suited when researchers are interested in exploring a complex
phenomenon in a natural setting [61]. As discussed above, managing IT alignment and digital
transformation is challenging for public organisations. According to the extant literature,
formulating and aligning the IT and overall organisational strategies is cumbersome within
an organisational context where multiple or conflicting goals are exhibited [
          <xref ref-type="bibr" rid="ref38 ref39">38, 39</xref>
          ]. Given the
complex organisational structure and a long list of stakeholders with varying interests in public
organisations, we argue that case studies provide the opportunity to further our understanding
of the relationships between IT alignment and digital transformation. Both [61] [62] categorise
case studies under the constructivist research paradigm founded on the social construction of
reality. The merit of constructivism is that it allows researchers to forge a collaboration with
their participants [63]. Applying one or multiple data collection methods, researchers might
gain access to stories from their participants describing their views of reality. The analysis of
these stories, triangulated with multiple sources of evidence (various forms of complementary
data), will enable researchers to better understand the phenomena under investigation [61].
Figure. 2 illustrates the whole research process.
        </p>
        <p>Following the critical research appraisal guidelines [64], a single case study rather than
multiple case studies was deemed appropriate to achieve the aim of the study—an in-depth
investigation and detailed description of the relationship between IT alignment and digital
transformation in a public organisation. While multiple case studies are popular among
researchers interested in comparing cases testing replicability of empirical findings and theoretical
applications, single cases provide rich insights [61, 64].</p>
      </sec>
      <sec id="sec-3-2">
        <title>3.2. Data Collection Methods</title>
        <p>To investigate the role of IT alignment in digital transformation within a public organisation,
an interpretative approach was adopted. This approach is in line with the aim of our study,
focusing on gathering data as provided by participants aiming to capture the holistic view and
unique situation in the natural environment [65, 66]. One of the advantages of case studies is
that it provides multiple data collection methods fitting the line of enquiry. However, [ 61] and
[65] suggest the practice of triangulating data sources to improve the credibility of the findings
of case studies. Thus, the data was collected through interviews, internal document analysis,
publicly available information from websites, and online questionnaires. Besides, a case study
protocol was developed to guide the data collection, and data analysis procedures [61].</p>
        <sec id="sec-3-2-1">
          <title>3.2.1. Qualitative Data Collection:</title>
          <p>First, as the primary method of enquiry, we conducted semi-structured interviews with
participants involved in the decision-making of the IT alignment and various digital transformation
initiatives (see Table. 1 for the complete list of participants).</p>
          <p>Code</p>
          <p>
            Consistent with prior IT alignment studies (e.g., [
            <xref ref-type="bibr" rid="ref20">20, 60</xref>
            ]), we approached leaders from the IT
and administration sides. Probability sampling was deemed inappropriate for our study, given
our aim is an in-depth insight, not a generalisation, of a phenomenon in the wider population
[67]. Thus, as a starting point of purposive sampling, we adopted a criterion of selection of
what [68] defined as “experts”. Purposive sampling is a sampling strategy where researchers
decide criteria for selecting participants based on the aim of the study or prior knowledge
[67]. The interest was in recruiting those who have a deeper understanding of IT alignment
and digital transformation resulting from their experience and functional status within their
respective organisations. To ensure we have selected samples that could provide us with the
richest information, we investigated the organisational structure of the case organisation. In
the second stage of our selection, the HR head as well as the IT and administrative leaders were
consulted to establish the involvement of potential participants in decisions on IT alignment and
digital transformation initiatives. This sampling strategy enabled us to compile multiple points
of view on strategy formulation and the decision-making processes related to IT alignment and
digital transformation.
          </p>
          <p>
            According to the literature, there are diferent views concerning the number of interviews
and research rigour. For instance, [
            <xref ref-type="bibr" rid="ref48">69</xref>
            ] does not recommend fixing a minimum number of
interviews but suggests a purposive selection of participants. According to the authors, an
appropriate selection of informants results in in-depth insights into a phenomenon under
investigation. Another consideration that is gaining popularity among researchers is the point
of data saturation. According to [
            <xref ref-type="bibr" rid="ref49">70</xref>
            ], the point of data saturation helps us decide whether the
collected data is adequate or not. In this study, not more than 21 interviews conducted were
necessary since no new themes were emerging, indicating the point of data saturation. The
purposive selection of participants from the IT and administrative experts from the four public
organisations under the Addis Ababa City Administration has provided in-depth insights on
the IT alignment and digital transformation at the case organisation.
          </p>
          <p>The interview questions were organised under the following four themes:
Part 1: General questions about the interviewees’ background and functional role.
Part 2: Questions about the various aspects of IT alignment including strategy formulation,
organisational structure, and relationship between IT and administration departments.
Part 3: Questions about the various digital transformation eforts within the city administration.
Part 4: Questions about the participants perception of the relationship between IT alignment
and digital transformation.</p>
        </sec>
        <sec id="sec-3-2-2">
          <title>3.2.2. Quantitative Data Collection:</title>
          <p>
            In the second stage of our study, we collected survey data from a selected sample of experts in
the Ethiopian public sector. Again, following the suggestion of prior IT alignment studies (e.g.,
[
            <xref ref-type="bibr" rid="ref20">60, 20</xref>
            ]), leaders from the IT and administration sides were targeted for the survey.
          </p>
          <p>The criteria for selecting participants were based on experience and functional status within
their respective organisations. As a minimum criterion, we selected participants from local,
regional and federal government organisations with 100 or more full-time employees.</p>
          <p>The online survey questionnaire was pre-tested with a sample of 25 leaders randomly selected
in three public organisations in the capital of Ethiopia, Addis Ababa. Minor revisions were
made to address identified issues with the questionnaire before the active link of the survey
was sent to 589 experts. A control question was included in the questionnaire to make sure the
respondents indicated whether they hold positions with responsibilities touching upon issues
related to IT alignment and digital transformation. In addition to the demographic questions,
a dummy question was used to exclude unserious responses. The online survey, active for 45
days, resulted in 402 complete questionnaires with a response rate of 68 per cent (see Table. 2
for the demography of the participants and their organisational afiliations).
3.3. Data Analysis Methods
Since the study made use of qualitative and quantitative data, two data analysis methods were
used—thematic analysis, and Partial Least Square - Structural Equation Modeling (PLS-SEM).</p>
        </sec>
        <sec id="sec-3-2-3">
          <title>3.3.1. Thematic Data Analysis:</title>
          <p>
            As the primary source of evidence, we collected qualitative data in the form of interviews, which
was complemented with internal organisational documents and publicly available information
on the case organisation’s website. To analyse this data, we adopted a thematic analysis method.
The thematic data analysis method is widely adopted among qualitative researchers as it provides
lfexibility while enabling a rich and detailed account of data [
            <xref ref-type="bibr" rid="ref50">71</xref>
            ]. [
            <xref ref-type="bibr" rid="ref51">72</xref>
            ] argues that thematic
analysis can be used in study areas where complex phenomena are explored. Prior IT alignment
and digital transformation have also applied thematic analysis (e.g., [
            <xref ref-type="bibr" rid="ref2 ref36 ref41">2, 36, 41</xref>
            ]). For our study,
the thematic analysis method was deemed appropriate as our aim was exploratory in nature,
focusing on the relationship between IT alignment and digital transformation in a complex
organisational setting.
          </p>
          <p>
            [
            <xref ref-type="bibr" rid="ref50">71</xref>
            ] outlines six phases of thematic analysis, i.e., familiarising with data, generating initial
codes, searching for themes, reviewing themes, defining and naming themes, and producing the
report. The procedure involves the search and identification of common threads. The themes
emerge as researchers carefully read and familiarise themselves with the raw data. To help us
in describing the phenomenon under investigation, one of the two forms of coding might be
applied—inductive or deductive [
            <xref ref-type="bibr" rid="ref52">73</xref>
            ]. Inductive coding is the process of theme generating from
a raw data without relying on prior theoretical and epistemological underpinning. On the other
hand, deductive coding is a procedure whereby a researcher starts generating themes based on
existing theories or frameworks. Even though inductive coding is common among exploratory
studies, [
            <xref ref-type="bibr" rid="ref52">73</xref>
            ] argues that a hybrid approach incorporating both inductive and deductive theme
generation can improve the rigour of a qualitative study. Thus, we adopted both inductive
and deductive coding in our analysis. First, we developed the initial codes and sub-themes
from our transcribed data following the inductive approach. Later, we mapped and grouped
these themes deductively using a priori template [
            <xref ref-type="bibr" rid="ref53">74</xref>
            ]. The conceptual research framework (i.e.,
based on prior IT alignment and digital transformation literature) shown in Figure. 1 was used
to formulate the priori template. As recommended by [66], the whole data analysis process
was run as an iterative process. Table 3 illustrates how the initial codes, the sub-themes, and
themes were generated.
“We have several interest groups asking
for the allocation of IT resources ... we
need to make choices since we can’t do
all at once”
          </p>
          <p>Interest groups,
Make choices,
stakeholders</p>
          <p>Decision making IT Governance
Stakeholders
Prioritisation</p>
          <p>Stakeholderrelations,
IT Governance</p>
        </sec>
        <sec id="sec-3-2-4">
          <title>3.3.2. Partial Least Square - Structural Equation Modeling (PLS-SEM):</title>
          <p>
            PLS-SEM, a form of multivariate data analysis method, was adopted to analyse the quantitative
data. PLS-SEM is one quantitative data analysis method that IS researchers have widely applied
in recent years. [
            <xref ref-type="bibr" rid="ref54">75</xref>
            ] argues that the method’s popularity is primarily because it supports the
estimation of complex models with a large number of constructs without the need to assume
normal data distribution. For our study, however, the method is deemed appropriate since our
aim is to estimate the influence (i.e., casual prediction) of various organisational and managerial
factors on IT alignment. Compared with other methods, PLS provides an advantage over other
SEM methods as it assesses relationships between many constructs, with a small sample size
[
            <xref ref-type="bibr" rid="ref55">76</xref>
            ].
          </p>
          <p>
            As suggested in the literature [
            <xref ref-type="bibr" rid="ref54">75</xref>
            ], the data analysis was conducted in two steps—evaluation
of the measurement model followed by assessment of the structural model. First, we evaluated
convergent validity, indicator collinearity, statistical significance, and relevance of the indicator
weights. Convergent validity indicates the extent of correlation between two measurement
items that are chosen to measure the same construct. In other words, if the values from the
two measures are close, this demonstrates they are the same construct. Indicator collinearity,
on the other hand, tells us whether two or more indicators are highly correlated resulting in
high standard error. The statistical significance and relevance is important to indicates how
significant or relevant are the indicator weights in forming the construct.
          </p>
          <p>
            In the second step, we evaluated the structural model by applying three criteria—collinearity,
the model’s predictive power, statistical significance and relevance of path coeficients. The
model’s predictive power refers to the explanatory power of the model. On the other hand,
statistical significance and relevance of path coeficients tells us the strength of the influence of
one construct on the other. Version 3.3.9 of SmartPLS software was used to run the analysis
[
            <xref ref-type="bibr" rid="ref56">77</xref>
            ].
          </p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Preliminary Results</title>
      <p>Using the technology enactment- and public value theories as a lens of analysis, the study
established the significance of IT alignment for public organisations as they embark on their
digital transformation journey. In response to the first research question, the qualitative study
results indicate that the eforts toward improving IT alignment resulted in various benefits.
These benefits are mainly related to the realisation of the anticipated outcomes of successful
digital transformation—creating added value, improving operational eficiency, and better
management of stakeholder relationships.</p>
      <sec id="sec-4-1">
        <title>4.1. The Role of IT Alignment for Digital Transformation</title>
        <p>The starting point for our analysis was to establish the role of IT alignment for a successful
digital transformation in the case organisations. In response to our first research question,
interviews with our respondents and the analysis of internal documents indicate that public
organisations expect digital transformation to result in (1) new outputs, (2) improved outcomes,
and (3) measurable impact on society. However, to realise these objectives, the alignment
between the introduction of new technologies and organisational arrangements needs to be
maintained.</p>
        <p>
          Our study’s results indicate at least three ways that IT alignment can afect digital
transformation in the public sector. First, as researchers already pointed out (e.g., [
          <xref ref-type="bibr" rid="ref20 ref24 ref34">20, 24, 34</xref>
          ]), organisations
that maintain IT-aligned positions seem to improve their value from the use of emerging digital
technologies. For instance, as one of the dimensions of the IT alignment construct [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ], clear
communication between IT and administration leaders is critical when IT and organisational
strategies are formulated and implemented. The fit between these strategies and other
organisational settings (structure, human resource practices) enables the appropriate application of
digital technologies supporting the goal of public organisations. Second, recognising the
significant role of IT alignment also helps leaders to acknowledge the continuous adaptations required
as organisations navigate through turbulent business, political and technological landscape.
Thus, managing activities related to IT alignment promotes flexible organisational structure
and IT infrastructure, accommodating the introduction of new technologies. Third, the role of
IT alignment in improving business processes by facilitating the integration of new
technologies into the existing business processes is acknowledged by our respondents. This finding is
consistent with prior IT alignment studies in the private sector [
          <xref ref-type="bibr" rid="ref24 ref57">24, 78</xref>
          ]. However, to realise
these benefits, our study’s result suggests that various organisational and management-related
factors must be appropriately managed (see Figure. 3 for the thematic map of these factors).
        </p>
      </sec>
      <sec id="sec-4-2">
        <title>4.2. Improving IT Alignment in Public Organisations during Digital</title>
      </sec>
      <sec id="sec-4-3">
        <title>Transformation</title>
        <p>
          The promise of digital transformation to revitalise the public administration resulting in
improved service delivery and satisfying citizens’ expectations becomes challenging for leaders
[
          <xref ref-type="bibr" rid="ref36 ref40 ref43">36, 40, 43</xref>
          ], the role of IT alignment is being recognised in the IS literature [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ]. The responses
from our interviews also revealed that leaders are under tremendous pressure (from citizens and
elected leaders) to transform the public sector using emerging technologies. However, various
factors categorised and presented as organisational- as well as leadership and management
factors are making their work dificult. While organisational factors (i.e., organisational structure,
organisational culture, and organisational agility) cover overall organisational attributes, the
leadership and management factors (i.e., leadership skills, use of digital metrics, stakeholder
relationships, external domain alignment, and human resources management) reflect leaders’
approaches towards IT alignment during digital transformation.
        </p>
        <p>The result of our qualitative data analysis and synthesis of the extant literature was used
to help us hypothesise the relationship between identified factors, IT alignment and digital
transformation. Figure. 4 shows our theoretical model and the hypothesised relationships
between our constructs. Quantitative data was used to empirically validate the theoretical
model and respond to the second research question.</p>
        <p>Since we have already established a positive relationship between IT alignment and digital
transformation, our next step was exploring how organisations could improve the degree of
their IT alignment. The quantitative data analysis was invaluable in helping us explore what is
expected of public organisations to achieve and maintain IT alignment. We argue that it is in
the best interest of public organisations to pay suficient attention to the organisational and
management-related factors as they embark on the digital transformation journey. Accordingly,
the PLS-SEM analysis indicates that the strong influence on IT alignment was found to be from
organisational culture, organisational structure, leadership skills, stakeholder relationships,
and human resources management practices. The efect of the remaining three factors on IT
alignment was moderate (i.e., organisational agility) and small (i.e., digital metrics use and
external domain alignment). However, our results show that all hypotheses are supported.</p>
        <p>
          On the other hand, we have also established the relationship between some of the constructs
(i.e., factors influencing IT alignment). For instance, leadership skills were related to stakeholder
relationships, which, in turn, afects external domain alignment. The study has also revealed
interesting findings that are contradictory to prior research. For instance, the influence of
external domain alignment on IT alignment was found to be strong in public organisations
[
          <xref ref-type="bibr" rid="ref40 ref41 ref58">40, 41, 79</xref>
          ]. However, our result indicates that external domain alignment has the least influence
on IT alignment. Besides, prior research on the relationship between organisational agility and
IT alignment provides contradictory findings [
          <xref ref-type="bibr" rid="ref34 ref59">80, 34</xref>
          ]. Our results indicate that organisational
agility moderately influences IT alignment. This is consistent with another study investigating
IT alignment and organisational agility in a public sector [
          <xref ref-type="bibr" rid="ref60">81</xref>
          ].
        </p>
        <p>
          As indicated in Figure. 3, the list of factors that was found to influence IT alignment seems
to be long. Given the dynamic business, political and technological landscape, appropriate
response in keeping an IT-aligned position is imperative for today’s organisations. As the
extant literature suggests (for instance, [
          <xref ref-type="bibr" rid="ref24 ref27">27, 24</xref>
          ]), leaders need to be systematic in their eforts to
maintain IT alignment appropriately deploying the resources at their disposal. However, our
analysis of the quantitative data is informative to suggest what public organisations need to
focus on. For instance, the path analysis indicates that organisational culture, organisational
structure, and leadership skills were found to be the most critical of the factors that determine
the degree of IT alignment. Thus we propose the following.
        </p>
        <p>
          Organisational culture: As digital transformation is an organisational-wide change that
touches upon everyone, the involvement and active participation of all is essential. As our data
suggests, the introduction of new technologies and business processes could only succeed when
a conducive culture that accommodates change is in place. However, we argue that leaders need
to take the major role in embracing change and encourage employees to follow. [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ] argue that
organisations with culture recognising IT as a driver of the overall organisational strategy are
likely to exhibit a relational leadership where the business and IT units consider themselves as
partners. Besides, organisations undertaking digital transformation need to promote a positive
attitude towards new technologies. Acceptance of new technologies also mean tolerance of
failure and risk taking behaviour as employees take steps to learn and adapt the use of emerging
technologies.
        </p>
        <p>
          On the other hand, our data and the findings of prior studies [
          <xref ref-type="bibr" rid="ref2 ref61">82, 2</xref>
          ] support the notion that
digital transformation is intended to improve the creation of added value through innovation (i.e.,
new way of doing things). As such organisations need to create opportunities and encourage
the application of technologies that could improve or radically change public service oferings.
        </p>
        <p>
          Organisational structure: As recognised in the prior studies (for instance, [
          <xref ref-type="bibr" rid="ref47 ref62">47, 83</xref>
          ]) leaders
need to appreciate the significance of appropriate organisational structure for IT alignment and
digital transformation. The structure choices should enable adaptation to the environmental
changes as well as maintain stability and accountability. According to [
          <xref ref-type="bibr" rid="ref14 ref62">14, 83</xref>
          ], public
organisations seem to be reluctant to alter formal structures primarily to maintain public legitimacy
and accountability. However, there are still possibilities to influence the informal
arrangements that could supplement the existing formal structures. The analysis of our interviews
and prior findings [
          <xref ref-type="bibr" rid="ref63">84</xref>
          ] suggest that informal arrangements contributed to some of the success
of implementations of new systems at the case organisations. Thus we propose that public
organisations should encourage less formal and more flexible working arrangements. As the
benefits of intra-departmental and personal relations were found to be useful, we also suggest
that leaders should encourage networks as well as inter-departmental and personal relations to
improve IT alignment.
        </p>
        <p>
          Leadership Skills: As public organisations attempt to align their IT and overall
organisational strategies during digital transformation, the skill sets expected from leaders has become
considerable. For instance, [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ] argues that leaders in the digitalised world need to acquire and
continuously update skills related to the management of emerging technologies. Besides, the
analysis of our interviews have also revealed that leaders competence and versatility afects
many of the factors identified to have influence on IT alignment. Thus we propose that leaders
need to keep their skills updated particularly in the areas of strategy formulation, transformative
leadership, conversational skills and participatory leadership.
        </p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Contributions</title>
      <sec id="sec-5-1">
        <title>5.1. Research Contributions</title>
        <p>
          Despite the long list of promises of many digital transformation initiatives, public organisations
still struggle to improve the value they gain from their investment in emerging technologies.
This challenge justifies researchers’ call for information systems studies focusing on managing
organisation-wide changes to accommodate the use of new technologies. The contribution of
this study to research is in line with what [
          <xref ref-type="bibr" rid="ref64">85</xref>
          ] referred to as a model-theoretic approach to
knowledge accumulation. This is one of the dominant perspectives in the IS research domain.
Using the model-theoretic approach, a researcher designs a context-specific study to investigate
and later test a phenomenon. In contrast with the law-statement approach to knowledge
accumulation, our empirical study was not aimed at testing whether a theory is true or false.
On the other hand, the contribution of this study to research builds on what is already known
to establish the relationship between IT alignment and digital transformation within the public
sector context.
        </p>
        <p>Given the scarcity of IT alignment and digital transformation studies in the public sector,
the result of the study might be a starting point for further studies. For instance, to the
best of our knowledge, this is the first study that has shed light on the organisational and
managerial factors related to IT alignment while digital transformation is pursued (i.e., within
the public organisations’ context). Even though the relationship between IT alignment and
digital transformation is already established in the literature, the causal relationship between the
constructs were not investigated. The theoretical model developed could be tested in diferent
public organisational settings to explore appropriate ways of improving IT alignment enabling
successful digital transformation.</p>
      </sec>
      <sec id="sec-5-2">
        <title>5.2. Practical Contributions</title>
        <p>Leaders in the public sector find it dificult to manage their digital transformation initiatives
as they operate in a complex organisational setting. The rigid organisational structure and
decision-making arrangements leave not much space for flexibility. However, it is paramount
to recognise the various internal and external factors afecting their work towards integrating
new digital technologies. Our findings have pointed out multiple areas of concern related to IT
alignment. The key implication of the study for leaders in the public sector is the recognition
of the significance of IT alignment as organisations continue to introduce new technologies.
Building on the findings of prior studies, the main objective of our study was to empirically
investigate the relationship between IT alignment and digital transformation in the context of
public organisations. Consistent with what has been reported in the literature, our data support
the claim that IT alignment has a positive relationship with digital transformation success.
Particularly, the results have pointed out how the various factors related to IT alignment need
to be managed to ensure successful digital transformation. To this end, our qualitative data
analysis has revealed eight critical factors to improve IT alignment, supporting successful digital
transformation. In addition to identifying these factors, we have also used quantitative data
to help us determine the degree of influence of these factors on IT alignment. The study has
also proposed actionable measures to address the essential determinant factors to realise the
anticipated results of digital transformation.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Acknowledgments</title>
      <p>This study is partially funded by the Swedish Research School of Management and Information
Technology (MIT).
The co-evolution of technology, organizations, and institutions, Government information
quarterly 31 (2014) 545–555.
[48] J. E. Fountain, Building the virtual state: Information technology and institutional change,</p>
      <p>Brookings institution press, 2004.
[49] J. E. Gerow, V. Grover, J. Thatcher, P. L. Roth, Looking toward the future of it–business
strategic alignment through the past, MIS quarterly 38 (2014) 1159–1186.
[50] A. Althonayan, A. M. Sharif, Aligning business and technology strategy within the airline
industry, International Journal of Business Information Systems 6 (2010) 79–94.
[51] A. Abareshi, The antecedents of it-business alignment in manufacturing firms,
International Journal of Business Information Systems 8 (2011) 322–337.
[52] G. M. Jonathan, K. Solomon Hailemariam, W. Lamenew Debay, Business-it alignment
in the banking sector: A case from a developing country, in: The 13th Mediterranean
Conference on Information Systems (MCIS), Association for Information Systems, 2019.
[53] N. A. Ismail, M. King, Factors influencing the alignment of accounting information systems
in small and medium sized malaysian manufacturing firms, Journal of Information Systems
and Small Business 1 (2007) 1–20.
[54] D. Avison, J. Jones, P. Powell, D. Wilson, Using and validating the strategic alignment
model, The Journal of Strategic Information Systems 13 (2004) 223–246.
[55] T. A. Byrd, B. R. Lewis, R. W. Bryan, The leveraging influence of strategic alignment on it
investment: An empirical examination, Information &amp; management 43 (2006) 308–321.
[56] A. Meijer, M. Thaens, Alignment 2.0: Strategic use of new internet technologies in
government, Government Information Quarterly 27 (2010) 113–121.
[57] L. Rusu, G. M. Jonathan, It alignment in public organizations: a systematic literature
review, Information Technology Governance in Public Organizations (2017) 27–57.
[58] S. Vander Elst, F. De Rynck, Alignment processes in public organizations: an interpretive
approach, Information Polity 19 (2014) 195–206.
[59] B. J. Oates, Researching information systems and computing, Sage, 2005.
[60] Y. E. Chan, Why haven’t we mastered alignment? the importance of the informal
organization structure, MIS Quarterly executive 1 (2008) 2.
[61] R. K. Yin, Case study research and applications: Design and methods, SAGE Publications,
2017.
[62] R. E. Stake, The art of case study research, sage, 1995.
[63] P. Baxter, S. Jack, et al., Qualitative case study methodology: Study design and
implementation for novice researchers, The qualitative report 13 (2008) 544–559.
[64] C. Atkins, J. Sampson, Critical appraisal guidelines for single case study research, ECIS
2002 Proceedings (2002) 15.
[65] S. M. Ospina, M. Esteve, S. Lee, Assessing qualitative studies in public administration
research, Public Administration Review 78 (2018) 593–605.
[66] G. Walsham, Doing interpretive research, European journal of information systems 15
(2006) 320–330.
[67] J. Ritchie, J. Lewis, C. M. Nicholls, R. Ormston, et al., Qualitative research practice: A guide
for social science students and researchers, sage, 2013.
[68] A. Bogner, B. Littig, W. Menz, Introduction: Expert interviews—an introduction to a new
methodological debate, in: Interviewing experts, Springer, 2009, pp. 1–13.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>N.</given-names>
            <surname>Bellantuono</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Nuzzi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Pontrandolfo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Scozzi</surname>
          </string-name>
          ,
          <article-title>Digital transformation models for the i4. 0 transition: Lessons from the change management literature</article-title>
          ,
          <source>Sustainability</source>
          <volume>13</volume>
          (
          <year>2021</year>
          )
          <fpage>12941</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>M.</given-names>
            <surname>Fischer</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Imgrund</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Janiesch</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Winkelmann</surname>
          </string-name>
          ,
          <article-title>Strategy archetypes for digital transformation: Defining meta objectives using business process management</article-title>
          ,
          <source>Information &amp; Management</source>
          <volume>57</volume>
          (
          <year>2020</year>
          )
          <fpage>103262</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>J.</given-names>
            <surname>Jöhnk</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Ollig</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Oesterle</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.-N.</given-names>
            <surname>Riedel</surname>
          </string-name>
          ,
          <article-title>The complexity of digital transformationconceptualizing multiple concurrent initiatives</article-title>
          .,
          <source>in: Wirtschaftsinformatik (Zentrale Tracks)</source>
          ,
          <year>2020</year>
          , pp.
          <fpage>1051</fpage>
          -
          <lpage>1066</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <given-names>A.</given-names>
            <surname>Bharadwaj</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O. A.</given-names>
            <surname>El Sawy</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P. A.</given-names>
            <surname>Pavlou</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Venkatraman</surname>
          </string-name>
          ,
          <article-title>Digital business strategy: toward a next generation of insights, MIS quarterly (</article-title>
          <year>2013</year>
          )
          <fpage>471</fpage>
          -
          <lpage>482</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>E.</given-names>
            <surname>Piccinini</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Hanelt</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Gregory</surname>
          </string-name>
          , L. Kolbe,
          <article-title>Transforming industrial business: the impact of digital transformation on automotive organizations (</article-title>
          <year>2015</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>L.</given-names>
            <surname>Heilig</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Lalla-Ruiz</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Voß</surname>
          </string-name>
          ,
          <article-title>Digital transformation in maritime ports: analysis and a game theoretic framework</article-title>
          ,
          <source>Netnomics: Economic research and electronic networking 18</source>
          (
          <year>2017</year>
          )
          <fpage>227</fpage>
          -
          <lpage>254</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>M.</given-names>
            <surname>Fitzgerald</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Kruschwitz</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Bonnet</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Welch</surname>
          </string-name>
          ,
          <article-title>Embracing digital technology: A new strategic imperative</article-title>
          ,
          <source>MIT sloan management review 55</source>
          (
          <year>2014</year>
          )
          <article-title>1</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>G.</given-names>
            <surname>Westerman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Calméjane</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Bonnet</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Ferraris</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>McAfee</surname>
          </string-name>
          , et al.,
          <article-title>Digital transformation: A roadmap for billion-dollar organizations, MIT Center for digital business and capgemini consulting 1 (</article-title>
          <year>2011</year>
          )
          <fpage>1</fpage>
          -
          <lpage>68</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <given-names>E.</given-names>
            <surname>Henriette</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Feki</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I.</given-names>
            <surname>Boughzala</surname>
          </string-name>
          , et al.,
          <article-title>Digital transformation challenges</article-title>
          .,
          <source>in: MCIS</source>
          ,
          <year>2016</year>
          , p.
          <fpage>33</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>P.</given-names>
            <surname>Parviainen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Tihinen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Kääriäinen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Teppola</surname>
          </string-name>
          ,
          <article-title>Tackling the digitalization challenge: how to benefit from digitalization in practice</article-title>
          ,
          <source>International journal of information systems and project management 5</source>
          (
          <year>2017</year>
          )
          <fpage>63</fpage>
          -
          <lpage>77</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <string-name>
            <given-names>M.</given-names>
            <surname>Jedynak</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W.</given-names>
            <surname>Czakon</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Kuźniarska</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Mania</surname>
          </string-name>
          ,
          <article-title>Digital transformation of organizations: what do we know and where to go next?</article-title>
          ,
          <source>Journal of Organizational Change Management</source>
          <volume>34</volume>
          (
          <year>2021</year>
          )
          <fpage>629</fpage>
          -
          <lpage>652</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [12]
          <string-name>
            <given-names>C.</given-names>
            <surname>Matt</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Hess</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Benlian</surname>
          </string-name>
          , Digital transformation strategies,
          <source>Business &amp; information systems engineering 57</source>
          (
          <year>2015</year>
          )
          <fpage>339</fpage>
          -
          <lpage>343</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [13]
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Jonathan</surname>
          </string-name>
          ,
          <article-title>Digital transformation in the public sector: Identifying critical success factors</article-title>
          ,
          <source>in: European, Mediterranean, and Middle Eastern Conference on Information Systems</source>
          , Springer,
          <year>2019</year>
          , pp.
          <fpage>223</fpage>
          -
          <lpage>235</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [14]
          <string-name>
            <given-names>U.</given-names>
            <surname>Plesner</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Justesen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Glerup</surname>
          </string-name>
          ,
          <article-title>The transformation of work in digitized public sector organizations</article-title>
          ,
          <source>Journal of Organizational Change Management</source>
          (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          [15]
          <string-name>
            <given-names>S.</given-names>
            <surname>Gupta</surname>
          </string-name>
          ,
          <article-title>Driving digital strategy: A guide to reimagining your business</article-title>
          , Harvard Business Press,
          <year>2018</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          [16]
          <string-name>
            <surname>M. M. Gobble</surname>
          </string-name>
          ,
          <article-title>Digital strategy</article-title>
          and digital transformation,
          <source>Research-Technology Management</source>
          <volume>61</volume>
          (
          <year>2018</year>
          )
          <fpage>66</fpage>
          -
          <lpage>71</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          [17]
          <string-name>
            <given-names>L.</given-names>
            <surname>Selander</surname>
          </string-name>
          ,
          <string-name>
            <surname>S. L. Jarvenpaa,</surname>
          </string-name>
          <article-title>Digital action repertoires and transforming a social movement organization</article-title>
          ,
          <source>MIS quarterly 40</source>
          (
          <year>2016</year>
          )
          <fpage>331</fpage>
          -
          <lpage>352</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          [18]
          <string-name>
            <given-names>J. L.</given-names>
            <surname>Carlo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Lyytinen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Rose</surname>
          </string-name>
          ,
          <article-title>A knowledge-based model of radical innovation in small software firms</article-title>
          ,
          <source>MIS quarterly</source>
          (
          <year>2012</year>
          )
          <fpage>865</fpage>
          -
          <lpage>895</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          [19]
          <string-name>
            <given-names>J.</given-names>
            <surname>Karimi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z.</given-names>
            <surname>Walter</surname>
          </string-name>
          ,
          <article-title>The role of dynamic capabilities in responding to digital disruption: A factor-based study of the newspaper industry</article-title>
          ,
          <source>Journal of Management Information Systems</source>
          <volume>32</volume>
          (
          <year>2015</year>
          )
          <fpage>39</fpage>
          -
          <lpage>81</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          [20]
          <string-name>
            <given-names>J.</given-names>
            <surname>Luftman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Lyytinen</surname>
          </string-name>
          , T. b. Zvi,
          <article-title>Enhancing the measurement of information technology (IT) business alignment and its influence on company performance</article-title>
          ,
          <source>Journal of Information Technology</source>
          <volume>32</volume>
          (
          <year>2017</year>
          )
          <fpage>26</fpage>
          -
          <lpage>46</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          [21]
          <string-name>
            <given-names>F.</given-names>
            <surname>Svahn</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Mathiassen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Lindgren</surname>
          </string-name>
          , et al.,
          <article-title>Embracing digital innovation in incumbent ifrms: How volvo cars managed competing concerns</article-title>
          .,
          <source>MIS Q</source>
          .
          <volume>41</volume>
          (
          <year>2017</year>
          )
          <fpage>239</fpage>
          -
          <lpage>253</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          [22]
          <string-name>
            <given-names>H.</given-names>
            <surname>Benbya</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. E.</given-names>
            <surname>Leidner</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Preston</surname>
          </string-name>
          ,
          <article-title>Mis quarterly research curation on information systems alignment research curation team</article-title>
          ,
          <source>MIS quarterly research curations</source>
          (
          <year>2019</year>
          )
          <fpage>1</fpage>
          -
          <lpage>19</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          [23]
          <string-name>
            <surname>F.-M. Hsu</surname>
          </string-name>
          , P. J.
          <string-name>
            <surname>-H. Hu</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          <string-name>
            <surname>Chen</surname>
          </string-name>
          ,
          <article-title>Examining the business-technology alignment in government agencies: A study of electronic record management systems in taiwan</article-title>
          ,
          <source>PACIS 2006 Proceedings</source>
          (
          <year>2006</year>
          )
          <fpage>98</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          [24]
          <string-name>
            <given-names>C.</given-names>
            <surname>Kahre</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Hofmann</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Ahlemann</surname>
          </string-name>
          ,
          <article-title>Beyond business-it alignment-digital business strategies as a paradigmatic shift: a review and research agenda (</article-title>
          <year>2017</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          [25]
          <string-name>
            <given-names>L.</given-names>
            <surname>Kappelman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E. R.</given-names>
            <surname>McLean</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. L.</given-names>
            <surname>Johnson</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Torres</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Maurer</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Kim</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Guerra</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Snyder</surname>
          </string-name>
          ,
          <article-title>The 2020 sim it issues and trends study</article-title>
          .,
          <source>MIS Quarterly Executive</source>
          <volume>20</volume>
          (
          <year>2021</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref26">
        <mixed-citation>
          [26]
          <string-name>
            <surname>R. B. Llamzon</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          <string-name>
            <surname>Tan</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          <string-name>
            <surname>Carter</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          <string-name>
            <surname>Mouzakis</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          <string-name>
            <surname>Vasa</surname>
          </string-name>
          ,
          <article-title>Treating strategic drift: Alignment practices in healthcare information systems implementations</article-title>
          , in: ICIS,
          <year>2021</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref27">
        <mixed-citation>
          [27]
          <string-name>
            <given-names>J.</given-names>
            <surname>Luftman</surname>
          </string-name>
          ,
          <article-title>Assessing business-it alignment maturity</article-title>
          ,
          <source>Communications of the Association for Information Systems</source>
          <volume>4</volume>
          (
          <year>2000</year>
          )
          <fpage>1</fpage>
          -
          <lpage>51</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref28">
        <mixed-citation>
          [28]
          <string-name>
            <given-names>J.-P.</given-names>
            <surname>Gouigoux</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Tamzalit</surname>
          </string-name>
          ,
          <article-title>Business-it alignment anti-patterns: a thought from an empirical point of view</article-title>
          ,
          <source>in: 29th International Conference on Information Systems Development, Association for Information Systems (AIS)</source>
          ,
          <year>2021</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref29">
        <mixed-citation>
          [29]
          <string-name>
            <given-names>K.</given-names>
            <surname>Hinkelmann</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Gerber</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Karagiannis</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Thoenssen</surname>
          </string-name>
          ,
          <string-name>
            <surname>A. Van der Merwe</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Woitsch</surname>
          </string-name>
          ,
          <article-title>A new paradigm for the continuous alignment of business and it: Combining enterprise architecture modelling and enterprise ontology</article-title>
          ,
          <source>Computers in Industry</source>
          <volume>79</volume>
          (
          <year>2016</year>
          )
          <fpage>77</fpage>
          -
          <lpage>86</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref30">
        <mixed-citation>
          [30]
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Jonathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Rusu</surname>
          </string-name>
          , E. Perjons,
          <article-title>Organisational structure's influence on it alignmnet in a public organisation: A confirmatory case study analysis</article-title>
          ,
          <source>in: 25th UK Academy for Information Systems International Conference</source>
          , Oxford, UK, 31st March-1st
          <string-name>
            <surname>April</surname>
          </string-name>
          ,
          <year>2020</year>
          , Association for Information Systems,
          <year>2020</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref31">
        <mixed-citation>
          [31]
          <string-name>
            <given-names>K.</given-names>
            <surname>Osmundsen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            <surname>Iden</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Bygstad</surname>
          </string-name>
          ,
          <article-title>Digital transformation: Drivers, success factors, and implications</article-title>
          .,
          <source>in: MCIS</source>
          ,
          <year>2018</year>
          , p.
          <fpage>37</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref32">
        <mixed-citation>
          [32]
          <string-name>
            <given-names>A.</given-names>
            <surname>Yeow</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Soh</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Hansen</surname>
          </string-name>
          ,
          <article-title>Aligning with new digital strategy: A dynamic capabilities approach</article-title>
          ,
          <source>The Journal of Strategic Information Systems</source>
          <volume>27</volume>
          (
          <year>2018</year>
          )
          <fpage>43</fpage>
          -
          <lpage>58</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref33">
        <mixed-citation>
          [33]
          <string-name>
            <given-names>N.</given-names>
            <surname>Brown</surname>
          </string-name>
          , I. Brown,
          <article-title>From digital business strategy to digital transformation-how: A systematic literature review</article-title>
          ,
          <source>Proceedings of the South African Institute of Computer Scientists and Information Technologists</source>
          <year>2019</year>
          (
          <year>2019</year>
          )
          <fpage>1</fpage>
          -
          <lpage>8</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref34">
        <mixed-citation>
          [34]
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Jonathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Rusu</surname>
          </string-name>
          ,
          <string-name>
            <surname>W. Van Grembergen</surname>
          </string-name>
          ,
          <article-title>Business-it alignment and digital transformation: Setting a research agenda</article-title>
          ,
          <source>in: 29th International Conference on Information Systems Development, Association for Information Systems (AIS)</source>
          ,
          <year>2021</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref35">
        <mixed-citation>
          [35]
          <string-name>
            <given-names>A.</given-names>
            <surname>Alvarenga</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Matos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Godina</surname>
          </string-name>
          ,
          <string-name>
            <surname>J. CO Matias</surname>
          </string-name>
          ,
          <article-title>Digital transformation and knowledge management in the public sector</article-title>
          ,
          <source>Sustainability</source>
          <volume>12</volume>
          (
          <year>2020</year>
          )
          <fpage>5824</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref36">
        <mixed-citation>
          [36]
          <string-name>
            <given-names>I.</given-names>
            <surname>Mergel</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Edelmann</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Haug</surname>
          </string-name>
          ,
          <article-title>Defining digital transformation: Results from expert interviews</article-title>
          ,
          <source>Government information quarterly 36</source>
          (
          <year>2019</year>
          )
          <fpage>101385</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref37">
        <mixed-citation>
          [37]
          <string-name>
            <given-names>K.</given-names>
            <surname>László</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>András</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O.</given-names>
            <surname>Ákos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>András</surname>
          </string-name>
          ,
          <article-title>Structuration theory and strategic alignment in information security management: Introduction of a comprehensive research approach and program</article-title>
          ,
          <source>AARMS-Academic and Applied Research in Military Science</source>
          <volume>16</volume>
          (
          <year>2017</year>
          )
          <fpage>5</fpage>
          -
          <lpage>16</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref38">
        <mixed-citation>
          [38]
          <string-name>
            <given-names>T.</given-names>
            <surname>Winkler</surname>
          </string-name>
          ,
          <article-title>IT governance mechanisms and administration/IT alignment in the public sector: A conceptual model and case validation</article-title>
          ,
          <source>in: Proceedings of the 11th International Conference on Wirtschaftsinformatik. WI</source>
          <year>2013</year>
          ,
          <article-title>Association for Information Systems</article-title>
          .
          <source>AIS Electronic Library (AISeL)</source>
          ,
          <year>2013</year>
          , pp.
          <fpage>831</fpage>
          -
          <lpage>845</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref39">
        <mixed-citation>
          [39]
          <string-name>
            <surname>J.-L. Denis</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          <string-name>
            <surname>Langley</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          <string-name>
            <surname>Rouleau</surname>
          </string-name>
          ,
          <article-title>Strategizing in pluralistic contexts: Rethinking theoretical frames</article-title>
          ,
          <source>Human relations 60</source>
          (
          <year>2007</year>
          )
          <fpage>179</fpage>
          -
          <lpage>215</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref40">
        <mixed-citation>
          [40]
          <string-name>
            <given-names>I.</given-names>
            <surname>Lindgren</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Toll</surname>
          </string-name>
          , U. Melin,
          <article-title>Automation as a driver of digital transformation in local government: Exploring stakeholder views on an automation initiative in a swedish municipality</article-title>
          ,
          <source>in: DG. O2021: The 22nd Annual International Conference on Digital Government Research</source>
          ,
          <year>2021</year>
          , pp.
          <fpage>463</fpage>
          -
          <lpage>472</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref41">
        <mixed-citation>
          [41]
          <string-name>
            <given-names>R.</given-names>
            <surname>Mu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Haershan</surname>
          </string-name>
          , P. Wu,
          <article-title>What organizational conditions, in combination, drive technology enactment in government-led smart city projects?</article-title>
          ,
          <source>Technological Forecasting and Social Change</source>
          <volume>174</volume>
          (
          <year>2022</year>
          )
          <fpage>121220</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref42">
        <mixed-citation>
          [42]
          <string-name>
            <given-names>A.</given-names>
            <surname>Cordella</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C. M.</given-names>
            <surname>Bonina</surname>
          </string-name>
          ,
          <article-title>A public value perspective for ict enabled public sector reforms: A theoretical reflection</article-title>
          ,
          <source>Government information quarterly 29</source>
          (
          <year>2012</year>
          )
          <fpage>512</fpage>
          -
          <lpage>520</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref43">
        <mixed-citation>
          [43]
          <string-name>
            <given-names>P.</given-names>
            <surname>Panagiotopoulos</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Klievink</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Cordella</surname>
          </string-name>
          ,
          <article-title>Public value creation in digital government</article-title>
          ,
          <source>Government Information Quarterly</source>
          <volume>36</volume>
          (
          <year>2019</year>
          )
          <fpage>101421</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref44">
        <mixed-citation>
          [44]
          <string-name>
            <given-names>M. H.</given-names>
            <surname>Moore</surname>
          </string-name>
          ,
          <article-title>Creating public value: Strategic management in government</article-title>
          , Harvard university press,
          <year>1995</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref45">
        <mixed-citation>
          [45]
          <string-name>
            <given-names>S. G.</given-names>
            <surname>Mauro</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Cinquini</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Pianezzi</surname>
          </string-name>
          ,
          <article-title>New public management between reality and illusion: Analysing the validity of performance-based budgeting</article-title>
          ,
          <source>The British Accounting Review</source>
          <volume>53</volume>
          (
          <year>2021</year>
          )
          <fpage>100825</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref46">
        <mixed-citation>
          [46]
          <string-name>
            <given-names>A.</given-names>
            <surname>Aurigi</surname>
          </string-name>
          ,
          <article-title>Competing urban visions and the shaping of the digital city</article-title>
          ,
          <source>Knowledge, Technology &amp; Policy</source>
          <volume>18</volume>
          (
          <year>2005</year>
          )
          <fpage>12</fpage>
          -
          <lpage>26</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref47">
        <mixed-citation>
          [47]
          <string-name>
            <given-names>L. F.</given-names>
            <surname>Luna-Reyes</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. R.</given-names>
            <surname>Gil-Garcia</surname>
          </string-name>
          ,
          <article-title>Digital government transformation and internet portals:</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref48">
        <mixed-citation>
          [69]
          <string-name>
            <given-names>B. G.</given-names>
            <surname>Glaser</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. L.</given-names>
            <surname>Strauss</surname>
          </string-name>
          ,
          <article-title>The discovery of grounded theory: Strategies for qualitative research</article-title>
          , Routledge,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref49">
        <mixed-citation>
          [70]
          <string-name>
            <given-names>J. J.</given-names>
            <surname>Francis</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Johnston</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Robertson</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Glidewell</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Entwistle</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M. P.</given-names>
            <surname>Eccles</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. M.</given-names>
            <surname>Grimshaw</surname>
          </string-name>
          ,
          <article-title>What is an adequate sample size? operationalising data saturation for theorybased interview studies</article-title>
          ,
          <source>Psychology and health 25</source>
          (
          <year>2010</year>
          )
          <fpage>1229</fpage>
          -
          <lpage>1245</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref50">
        <mixed-citation>
          [71]
          <string-name>
            <given-names>V.</given-names>
            <surname>Braun</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Clarke</surname>
          </string-name>
          ,
          <article-title>Reflecting on reflexive thematic analysis</article-title>
          ,
          <source>Qualitative Research in Sport, Exercise and Health</source>
          <volume>11</volume>
          (
          <year>2019</year>
          )
          <fpage>589</fpage>
          -
          <lpage>597</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref51">
        <mixed-citation>
          [72]
          <string-name>
            <given-names>M.</given-names>
            <surname>Vaismoradi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Turunen</surname>
          </string-name>
          , T. Bondas,
          <article-title>Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study</article-title>
          ,
          <source>Nursing &amp; health sciences 15</source>
          (
          <year>2013</year>
          )
          <fpage>398</fpage>
          -
          <lpage>405</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref52">
        <mixed-citation>
          [73]
          <string-name>
            <given-names>J.</given-names>
            <surname>Fereday</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            <surname>Muir-Cochrane</surname>
          </string-name>
          ,
          <article-title>Demonstrating rigor using thematic analysis: A hybrid approach of inductive and deductive coding and theme development</article-title>
          ,
          <source>International journal of qualitative methods 5</source>
          (
          <year>2006</year>
          )
          <fpage>80</fpage>
          -
          <lpage>92</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref53">
        <mixed-citation>
          [74]
          <string-name>
            <given-names>B. F.</given-names>
            <surname>Crabtree</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W. L.</given-names>
            <surname>Miller</surname>
          </string-name>
          , Doing qualitative research, sage,
          <year>1999</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref54">
        <mixed-citation>
          [75]
          <string-name>
            <given-names>J. F.</given-names>
            <surname>Hair</surname>
          </string-name>
          <string-name>
            <surname>Jr</surname>
          </string-name>
          ,
          <article-title>Next-generation prediction metrics for composite-based pls-sem, Industrial Management</article-title>
          &amp; Data
          <string-name>
            <surname>Systems</surname>
          </string-name>
          (
          <year>2020</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref55">
        <mixed-citation>
          [76]
          <string-name>
            <surname>K. K.-K. Wong</surname>
          </string-name>
          ,
          <article-title>Partial least squares structural equation modeling (pls-sem) techniques using smartpls</article-title>
          ,
          <source>Marketing Bulletin</source>
          <volume>24</volume>
          (
          <year>2013</year>
          )
          <fpage>1</fpage>
          -
          <lpage>32</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref56">
        <mixed-citation>
          [77]
          <string-name>
            <given-names>C.</given-names>
            <surname>Ringle</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. Da</given-names>
            <surname>Silva</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Bido</surname>
          </string-name>
          ,
          <article-title>Structural equation modeling with the smartpls</article-title>
          , Bido,
          <string-name>
            <given-names>D.</given-names>
            , da
            <surname>Silva</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            , &amp;
            <surname>Ringle</surname>
          </string-name>
          ,
          <string-name>
            <surname>C.</surname>
          </string-name>
          (
          <year>2014</year>
          ).
          <article-title>Structural Equation Modeling with the Smartpls</article-title>
          .
          <source>Brazilian Journal of Marketing</source>
          <volume>13</volume>
          (
          <year>2015</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref57">
        <mixed-citation>
          [78]
          <string-name>
            <given-names>G.</given-names>
            <surname>Vial</surname>
          </string-name>
          ,
          <article-title>Understanding digital transformation: A review and a research agenda</article-title>
          ,
          <source>The Journal of Strategic Information Systems</source>
          (
          <year>2019</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref58">
        <mixed-citation>
          [79]
          <string-name>
            <given-names>J.</given-names>
            <surname>Schmidt</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Drews</surname>
          </string-name>
          ,
          <string-name>
            <surname>I. Schirmer</surname>
          </string-name>
          ,
          <article-title>Digitalization of the banking industry: a multiple stakeholder analysis on strategic alignment (</article-title>
          <year>2017</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref59">
        <mixed-citation>
          [80]
          <string-name>
            <given-names>P. P.</given-names>
            <surname>Tallon</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Queiroz</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Coltman</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Sharma</surname>
          </string-name>
          ,
          <article-title>Information technology and the search for organizational agility: A systematic review with future research possibilities</article-title>
          ,
          <source>The Journal of Strategic Information Systems</source>
          <volume>28</volume>
          (
          <year>2019</year>
          )
          <fpage>218</fpage>
          -
          <lpage>237</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref60">
        <mixed-citation>
          [81]
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Jonathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J. K.</given-names>
            <surname>Watat</surname>
          </string-name>
          ,
          <article-title>Strategic alignment during digital transformation</article-title>
          ,
          <source>in: European, Mediterranean, and Middle Eastern Conference on Information Systems</source>
          , Springer,
          <year>2020</year>
          , pp.
          <fpage>657</fpage>
          -
          <lpage>670</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref61">
        <mixed-citation>
          [82]
          <string-name>
            <given-names>P.</given-names>
            <surname>Barthel</surname>
          </string-name>
          ,
          <article-title>What is meant by digital transformation success? investigating the notion in is literature</article-title>
          , in: International Conference on Wirtschaftsinformatik, Springer,
          <year>2021</year>
          , pp.
          <fpage>167</fpage>
          -
          <lpage>182</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref62">
        <mixed-citation>
          [83]
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Jonathan</surname>
          </string-name>
          ,
          <article-title>Influence of organizational structure on business-it alignment: what we do (not) know</article-title>
          , in: 17th International Conference Perspectives in Business Informatics Research (BIR
          <year>2018</year>
          ), Stockholm, Sweden,
          <source>September 24-26</source>
          ,
          <year>2018</year>
          , CEUR-WS. org,
          <year>2018</year>
          , pp.
          <fpage>375</fpage>
          -
          <lpage>386</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref63">
        <mixed-citation>
          [84]
          <string-name>
            <given-names>G. M.</given-names>
            <surname>Jonathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Rusu</surname>
          </string-name>
          , E. Perjons,
          <article-title>Business-it alignment in the era of digital transformation: Quo vadis?</article-title>
          ,
          <source>in: Proceedings of the 53rd Hawaii International Conference on System Sciences</source>
          ,
          <year>2020</year>
          , pp.
          <fpage>5563</fpage>
          -
          <lpage>5572</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref64">
        <mixed-citation>
          [85]
          <string-name>
            <given-names>J. D.</given-names>
            <surname>Harris</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. G.</given-names>
            <surname>Johnson</surname>
          </string-name>
          , D. Souder,
          <article-title>Model-theoretic knowledge accumulation: The case of agency theory and incentive alignment</article-title>
          ,
          <source>Academy of Management Review</source>
          <volume>38</volume>
          (
          <year>2013</year>
          )
          <fpage>442</fpage>
          -
          <lpage>454</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>