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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>S. Denning,. How to make the whole organization “agile", Strategy and Leadership</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.1108/SL-06-2016-0043</article-id>
      <title-group>
        <article-title>"Agile X"-Inconsistent and Loosely Defined Terminology Hampers Fundamental Software Agility Research</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Petri Kettunen</string-name>
          <email>petri.kettunen@helsinki.fi</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Fabian Fagerholm</string-name>
          <email>fabian.fagerholm@aalto.fi</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Tomi Männistö</string-name>
          <email>tomi.mannisto@helsinki.fi</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Aalto University, Department of Computer Science</institution>
          ,
          <addr-line>P.O. Box 15400, FI-00076 AALTO, Espoo</addr-line>
          ,
          <country country="FI">Finland</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Helsinki, Department of Computer Science</institution>
          ,
          <addr-line>P.O. Box 68, FI-00014 UNIVERSITY OF HELSINKI</addr-line>
          ,
          <country country="FI">Finland</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2008</year>
      </pub-date>
      <volume>44</volume>
      <issue>2016</issue>
      <fpage>10</fpage>
      <lpage>17</lpage>
      <abstract>
        <p>Since the publication of the Agile Manifesto, software agility research has been done with variable and often loosely defined terminology. Moreover, there is lack of conceptualization with respect to agility concepts in general. In this ongoing critical literature review, we argue that such weaknesses hamper the advancement of rigorous software research towards fundamental knowledge of software agility. Consider the following questions: What is the current level and degree of agility of the organization? Is the company as agile as it should be? How do agile software development methods and practices affect company agility? Is the software team agile enough? Some researchers-and perhaps many practitioners-may find those kinds of questions confusing. However, it depends on how one defines the terms “agile” and “agility” in the context. Since the publication of the Manifesto for Agile Software Development in 2001, "Agile" (noun, typically written with a capital 'A') has evolved to mean a wide range of concepts in software development processes and organizations. A label "agile" is nowadays attached to almost every area of software engineering and its management (e.g., agile project management, agile requirements engineering) in some way or another. Furthermore, the initial team-level focus has been scaled up and extended beyond software. Consequently, some "agile" is nowadays prevalent in practically all software-intensive organizations-even without stating so explicitly. Notably, there is a more general concept of agility established especially in business and management disciplines. In general, it refers to the ability of the organization to sense and react appropriately and quickly enough to changes in its environment. Furthermore, there are more focused sub-concepts of agility (e.g., business agility). Overall, there is enterprise agility. Following the above line of discourse, in this ongoing research work, we scrutinize extant agile software research literature with respect to what key “agile X” terms and concepts have been used and in what ways they have been defined-if at all-in different scientific works. We argue that consistent terminology and rigorous conceptualization are needed to really advance agile software research from what has been done so far during the past two decades to next levels of software agility necessitated by current and future competitive environments.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Agile software development</kwd>
        <kwd>agility</kwd>
        <kwd>software engineering terminology</kwd>
        <kwd>critical review 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
    </sec>
    <sec id="sec-2">
      <title>2. Approach</title>
      <p>
        Our research approach is critical literature review (CLR). The purpose of a CLR is to provide
critical accounts of prior research by analyzing a broad topic—such as agile software
development—to reveal weaknesses and inconsistencies to prompt researchers [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Such
0000-0002-2928-5885 (P. Kettunen); 0000-0002-7298-3021(F. Fagerholm); 0000-0001-7470-5183 (T. Männistö)
© 2023 Copyright for this paper by its authors.
      </p>
      <p>Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).</p>
      <p>
        CEUR Workshop Proceedings (CEUR-WS.org)
reviews do not necessarily cover all potentially relevant literature, and the selection of the
publications may be subjective [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. The search and analysis methods are not always explicitly
documented [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. However, the “criticality” should be clearly explained and operationalized [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>
        In essence, CLRs aim to identify conceptual contributions of the included literature and
furthermore bring up possibly competing schools of thoughts for spurring new levels of
conceptual developments [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Markedly, CLRs can be by nature provocative and even disruptive
[
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. They attempt to stimulate further research ideas and directions based on the critique of
extant literature of “taken for granted” knowledge and inconsistencies over the years [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ].
      </p>
      <p>Our CLR strategy was to examine key texts in the field guided by our individual research
knowledge. Highly-cited and well-respected articles were covered (1998–2023). The selected
articles were read fully, looking for “agile” definitions, meanings, phrases, and expressions.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Findings</title>
      <p>In our literature search, we identified a broad set of “agile X” terms and concepts ranging from
the very term “agile” (noun) to “agile literature”. Table 1 exhibits exemplars of selected key terms
and concepts. Altogether, we recognized more than 30 relevant terms and concepts. Notably
there are interrelationships between the items in the different rows.</p>
      <p>Remarkably, as exemplified in Table 1, we have discovered that there are substantial
variations and vagueness even with the most typical and frequently used terms and concepts.
They are used in variable ways—sometimes even in one publication—even inconsistently, often
without giving any explicit definitions.
“agility, as practiced by information technology (IT) [19]
departments”
“no universally accepted definition of an agile method in [20]
the field of Information Systems Development (SD)”; “definition
of agility…assessment framework of ISD agility”
“agility in IS development”; “agility related themes in IS”; “agility [21]
concept in IS research”; “IS agility/flexibility studies”
“agility concepts related to ISD Agility in software firms” [22]
“define digital agility as the capability of a unit to capitalize on [22]
opportunities/threats induced by generative digital technologies
under constrained or unfolding timeframes”
2004
2015</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions</title>
      <p>Historically, software engineering and its research have been subject to terminological variability
and even inconsistencies [23]. In general, the concept of agility is diverse in different disciplines
[24]. In software engineering research, it is not just about the terminology but even the core
conceptualization has in many areas been vague and geared towards perceptions and
interpretations of different researchers in different research streams [23]. While this may not be
critical in individual studies, lack of common precise terminology and moreover conceptual
foundations make it difficult to synthesize shared knowledge and compare different research
results and their publications (e.g., searches in literature reviews) [25].</p>
      <p>Agile software engineering has been researched actively with respect to many “agile” terms
and concepts since the publication of the Manifesto. In this critical literature review investigation,
we criticize the inconsistent and loosely defined terminology used in extant “agile” research
publications. Our main reflection is that this stems from practitioner-based origins lacking sound
conceptual foundations. Well-defined terminology and sound conceptualization would help to
clarify and unite different perspectives amongst researchers and practitioners [26]. That would
position software agility in different contexts and advance fundamental software agility research.</p>
      <p>Astute software engineering research should continue to discern and even charter with clearly
defined terms and conceptual theory development, what agility is principally and what it could—
and perhaps even why it should—be in current and future digital environments. One intriguing
future issue is how the current terminological variability in research publications affects outputs
from generative AI (e.g., ChatGPT). Especially, do such tools help or exacerbate the problemacy?</p>
    </sec>
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