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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>L. Tarantino);</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.1056/NEJMp1011024</article-id>
      <title-group>
        <article-title>What we talk about when we talk about stakeholders in the Autism Spectrum Disorder case</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Laura Tarantino</string-name>
          <email>laura.tarantino@univaq.it</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Valentino Moretto</string-name>
          <email>valentino.moretto@unisalento.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Margherita Attanasio</string-name>
          <email>margherita.attanasio@uni-</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Monica Mazza</string-name>
          <email>monica.mazza@univaq.it</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Strada Provinciale Lecce-Monteroni</institution>
          ,
          <addr-line>Lecce, I-73100</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of L'Aquila</institution>
          ,
          <addr-line>Via Vetoio 1, L'Aquila, I-67100</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2025</year>
      </pub-date>
      <volume>000</volume>
      <fpage>0</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>Digital transformation in Health Care contexts is an emerging field still suffering from several limitations due to - among others - a not deep enough analysis of stakeholders' perspectives. This situation is particularly heavy in the Autism Spectrum Disorder realm, where the variety of stakeholders to be supported and the huge numbers of contexts to be considered make it difficult to outline a clear shared design goal that unites the interests and the activities of all stakeholders. In this position paper we address these issues by (1) overviewing design difficulties deriving by fragmentation, lack of coordination among the people involved in the care of ASD persons, and lack of ad hoc design approaches, and (2) outlining preliminary results as to the prioritation of stakeholders and the distribution of power, support, influence among them.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;autism spectrum disorder</kwd>
        <kwd>digital transformation</kwd>
        <kwd>socio-technical</kwd>
        <kwd>value creation</kwd>
        <kwd>stakeholders</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Digital transformation in Health Care (HC) contexts is still an emerging field seeking to health care
process improvement. Notwithstanding the huge potential in ameliorating the overall HC
operational effectiveness and efficiency, it has been observed that the work in the field tends to focus
more on the technologies that are being introduced rather on a strategic or structural perspective
[
        <xref ref-type="bibr" rid="ref14 ref19">18, 23</xref>
        ]. This is not to be considered really surprising, being coherent with the need-satisfaction
curve of a technology showing an “unfilled need” area at the beginning of the curve [54,55].
Anyhow, the path towards technological innovation/transformation balancing the three legs of
technology, user expectation/experience, and business/marketing is not to be taken for granted without
some action.
      </p>
      <p>
        Generally speaking, digital transformation can be described as “a process that aims to improve an
entity by triggering significant changes to its properties through combinations of information,
computing, communication, and connectivity technologies” [51]. One may observe that a process like
this is in line with Clegg’s view on new technologies offering “opportunities to work in more
interconnected ways, providing scope and catalyst for new working arrangements” [
        <xref ref-type="bibr" rid="ref7">11</xref>
        ] under a
sociotechnical perspective. Among others, such perspective would properly consider the relationships
between the organization, the people enacting business processes, and the systems supporting these
processes [4, 51, 35]. In the HC case, however, the impact on the multiple involved stakeholders is
recognized as being not yet adequately highlighted [
        <xref ref-type="bibr" rid="ref19 ref27">23, 37</xref>
        ], though a multi-stakeholders perspective
would instead be critical to properly understand how, in practice, the various players of an HC
ecosystem (e.g., patients, pharmaceutical companies, hospitals, public agencies) exploit
technologies, experience improvements in the quality of care, and, overall, benefit of value creation.
Actually, it has also been observed that value in HC is still not completely measured and understood,
also due to the multiple and often conflicting goals of the huge variety of stakeholders involved,
including access to services, profitability, high quality, cost containment, safety, convenience,
patientcenteredness, and satisfaction [
        <xref ref-type="bibr" rid="ref34 ref6">10, 43</xref>
        ].
      </p>
      <sec id="sec-1-1">
        <title>1.1. The Autism Spectrum Disorder case</title>
        <p>
          This is for example the case of the Autism Spectrum Disorder (ASD) realm, a field in which the
effectiveness improvement potentially provided by digital transformation processes would be
crucial, given the dramatic increase of ASD prevalence [
          <xref ref-type="bibr" rid="ref13">17</xref>
          ] and the resulting costs on the society.
        </p>
        <p>The multi-stakeholders perspective is particularly complex in the ASD case. The heterogeneity
and the complexity of the condition and its impact on almost all the aspects of the life of an ASD
person require an overall support involving multiple specialties and interventions, where the
benefit of a single intervention may depend also on the effectiveness of other interventions throughout
the care cycle and the care network. The support to ASD persons therefore involves a complex
network of stakeholders that need to interact not only with the ASD person but also with each other,
with a complex map of information flow and many-to-many communication channels [48]. The
effectiveness of the care coordination impacts on the effectiveness of the whole ASD ecosystem and
is therefore a crucial aspect deserving special attention within the context of digital transformation
processes.</p>
        <p>Convergence and contamination of knowledge and technologies coming from different fields
may indeed provide for an acceleration of the process and lead to so far unexpected and somehow
unimaginable results, allowing both to support existing value propositions and to create new value
propositions. A combination of state-of-the-art technologies coming, e.g., from Information
Systems, Big Data, Artificial Intelligence, Internet of Things, Sensors, Virtual Reality, Augmented
Reality, Digital Twins (just to mention a few) would allow for (1) significant effectiveness
improvements as to taking charge of the ASD person, testing, assessment, care management and network
coordination, (2) significant increase in the efficacy of rehabilitation interventions, (3) innovative
prosthetic intervention impossible otherwise, able to ease the social interaction of ASD person, (4)
simulation and prediction capabilities, impossible otherwise, able to ease the intervention
construction, to increase the probability of its success, and to support caregivers by anticipating the
behavior of the ASD person in specific situations and help them in implement appropriate
countermeasures, (5) approaches to crisis management unimaginable otherwise (we refer to [48] for a
discussion on these points).</p>
        <p>
          The last decades have indeed shown an ever-growing interest on ICT-based solutions for
problems related to ASD, due, among others, to the continuous advances in technologies favoring the
development of cognitive rehabilitation tools, education tools, and assistive technologies in general
(see, e.g., [
          <xref ref-type="bibr" rid="ref15 ref16 ref3 ref30">7, 19, 20, 40, 47</xref>
          ]). On the other hand, the attention to care management and care
network coordination has been so far definitely insufficient, making also extremely difficult to
achieve longitudinal studies on large users’ samples. We posit that digital transformation in ASD
care should make some steps forward, guided by a shared goal that unites the interests and the
activities of all stakeholders and by the vision of an all-round ICT-supported ASD care, resulting in
substantial changes to the overall organizations of the ASD person’s network [48]. Though there is
a consolidated and shared view on which ASD stakeholders have to be involved [48, 52, 53],
difficulties in the analysis arise due to (1) the great number of heterogenous contexts (families, health
center and institutions, school settings, work settings, recreational contexts, and a huge variety of
social settings) to take into consideration, (2) the great variety of groups with similar needs (from
the ASD persons to various
types of professional and not professional caregivers and professional operators in the above
mentioned variety of settings), (3) the harmonization of their (sometimes) conflicting expectations
[
          <xref ref-type="bibr" rid="ref26">28, 29, 36</xref>
          ] and (4) their prioritation in the design process given that all these perspectives are
usually reported as lists or networks with associated needs and expectations and lack of salience
information as to the digital transformation.
        </p>
        <p>
          These issues must be addressed to pave the way towards the possibility of accurately measure the
value resulting from the digitalization, given that, according to [
          <xref ref-type="bibr" rid="ref34">43</xref>
          ], determining value in HC
requires to track the patient outcome and cost longitudinally, taking into account all services and
activities that jointly success in meeting their set of needs.
        </p>
      </sec>
      <sec id="sec-1-2">
        <title>1.2. Goal and structure of the paper</title>
        <p>In this position paper we aim at outlining a possible contribution in this direction by analyzing the
combination of issues that so far hindered the transition from “emerging” to “established” in the
ICT-supported ASD care field. To this end, after highlighting in Section 2 stakeholder-related
difficulties arising during the design of ASD centered ICT solutions, in Section 3 we sketch results
from preliminary studies carried out within the framework of the activities of TetaLab
(TechnologyEnhanced Treatment for Autism Lab), a multidisciplinary laboratory of the University of
L’Aquila; this study aims at identifying stakeholders for all-round ICT-supported ASD care and
classifying them according to a salience theory [31] to provide stakeholders’ prioritation guidance.
Finally, in Section 4 we draw the conclusions by outlining future research activities and by
reflecting on the desirable evolution of the field and the necessary actions.</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>2. Issues in dealing with stakeholders of ASD oriented ICT applications</title>
      <p>
        Autism Spectrum Disorders (ASDs) are characterized by fixated and repetitive patterns of behaviors,
restricted interests, and social/communication deficit [1], which severely interfere with the
processes of building social relationships, integrating into community, and functioning occupationally.
The term spectrum suggests the multidimensionality and heterogeneity of the disorder, whose
manifestations vary considerably in relation to the severity of the symptoms, the level of
development and the chronological age [
        <xref ref-type="bibr" rid="ref20 ref22">1, 24, 26</xref>
        ].
      </p>
      <p>
        Recent studies report that the increase in prevalence estimates up to 1-2% [
        <xref ref-type="bibr" rid="ref13">17</xref>
        ], with 1 in 68 in
the USA [3] and around 1 in 100 children in Europe [2]. Such increase may be linked to a variety of
factors: greater public and professional awareness, changes in diagnostic criteria and in the use of
screening scales, increase in screening in children and adults, more accurate evaluation, and more
accurate diagnostic procedures [
        <xref ref-type="bibr" rid="ref13">17, 49</xref>
        ]. Whatever the reasons, the growing number of people
receiving the diagnosis, considering that the majority require continuous and lifetime assistance in
diverse areas, entails significant costs for individuals with ASD, families, healthcare system and
society in general [
        <xref ref-type="bibr" rid="ref2">6, 45</xref>
        ].
      </p>
      <p>
        The “costs” refer both to the economic impact on public health and school system and to the
burden on families and caregivers in terms of time, effort, money, stress and, more generally, of
quality of life [
        <xref ref-type="bibr" rid="ref22">26</xref>
        ]. Support for ASD people and their families is particularly complex, especially if
individual differences are considered [
        <xref ref-type="bibr" rid="ref20">24</xref>
        ], and requires shared and synergistic work between
different professional figures.
      </p>
      <sec id="sec-2-1">
        <title>2.1. Stakeholders’ fragmentation and consequences on digital transformation</title>
        <p>
          The scientific literature [
          <xref ref-type="bibr" rid="ref10 ref21 ref4">8, 14, 25</xref>
          ] highlights fragmentation and lack of integration between the
different fields of intervention and care (e.g., medical, educational, recreational), which end up in
further burden for the families. The lack of adequate collaboration between all the figures
responsible
for taking charge, management and rehabilitation of the person results in negative consequences on
the quality of life and on the results of the intervention.
        </p>
        <p>
          A shared decision-making and care-management system would certainly help in promoting a
collaborative process for care planning through an ongoing dialogue between the ASD person,
caregivers, doctors [
          <xref ref-type="bibr" rid="ref1 ref18">5, 22</xref>
          ] and local services, allowing to mitigate the negative effects of the
fragmentation. Unfortunately, whereas ICT-based solutions could certainly boost such a
collaborative approach, the lack of integration between fields of intervention resulted so far in a similar
fragmentation of technology-based solutions and to the production of a variety of tools separately
addressing, for example, psychotherapy, social skills and communication training, rehabilitation,
vocational readiness training, just to mention a few areas of intervention [
          <xref ref-type="bibr" rid="ref30">40</xref>
          ].
        </p>
        <p>It is worth noticing that the main interest has been so far on the so-called “technology-based
treatment” rather than on health management and care network support, thanks both to rather
consolidated literature results on the efficacy of the visual modality for ASD people [30] and to the
continuous advances in computer graphics and input devices and the development of affordable
devices offering “synthetic experiences” at various levels of immersion: the current technology
makes it possible to shape synthetic worlds promoting role-play and replicating social situations,
perceived as (predictable) “safe” environments by individual with ASD, where they can learn social
skills to be later transferred into the real world [47].</p>
        <p>
          Anyhow, notwithstanding the general consensus on the efficacy of Virtual Reality (VR),
Augmented Reality (AR), and multimedia technologies in ASD treatment, scholars still underline (1)
the lack of robust methods and techniques for assessing the effectiveness of the proposed
approaches, (2) the lack of proof for generalization (in many cases proposals are at proof-of-concept
level and generally evaluated with too limited clinical groups), and (3) the need for more research
within real educational and clinical settings to make it possible to conduct longitudinal studies (e.g.,
[
          <xref ref-type="bibr" rid="ref15 ref16">19, 20</xref>
          ]). Therefore, even with state-of-the-art solutions, in many cases the value deriving from the
digital transformation cannot be adequately measured even for a specific intervention.
        </p>
        <p>In [48] we discussed the necessity of a radical change of perspective not only in the studies on
technology-enhanced ASD treatment, but also – and beforehand – in the overall management of the
ASD person, from testing/diagnosis to treatment/assessment and support on a daily basis in a
variety of settings (e.g., home, school, working place, recreational contexts), to be re-designed under a
SocioTechnical (ST) approach taking into consideration all stakeholders and their needs. This
would lay the foundations for large-scale longitudinal studies in a variety of settings, as well as for
an all-round support to the ASD person, taking into considerations all involved actors.</p>
        <p>Given the resulting complexity of the overall ST system and the heterogeneity of its
components in terms of activities, involved stakeholders, contexts of use (e.g., clinical setting, home
setting, schools), and services (e.g., medical guidance, crisis management, real-time monitoring), the
ambitious goal of ICT-based all-round support to ASD persons necessarily requires (1) an
evolutionary vision of the system and its offered services and (2) adequate design methodologies based
on the co-construction of knowledge by the variety of involved actors to maintain the focus on the
different involved factors, to overcome the fragmentation issues, and to boost beneficial changes in
ASD care processes.</p>
      </sec>
      <sec id="sec-2-2">
        <title>2.2. Difficulties in the participation to the design process</title>
        <p>Unfortunately, the problems deriving from the fragmentation between the different fields of
intervention on the stakeholders’ side have been so far amplified by the lack of clear methodological
approaches on the system developers’ side.</p>
        <p>
          Researchers agree on the fact that engaging the perceived beneficiaries in the design process
potentially facilitates social acceptability of the designed product (e.g., [
          <xref ref-type="bibr" rid="ref28">38</xref>
          ]) and that therefore the
design process has to be based on the co-construction of knowledge by a variety of stakeholders who
highlight the different contextual factors involved: psychologists, educators, computer scientists,
parents, care-givers, and ASD people (often children) should all be involved with different roles in
the design process, to achieve successful technology design (see, e.g., [
          <xref ref-type="bibr" rid="ref5">9</xref>
          ]).
        </p>
        <p>
          Anyhow, though integrating research within real-world practices is mandatory for developing
evidence-based therapeutic and educational interventions, such integration is not without
challenges. There exists a gap between ASD researchers and computer scientists, who may have not
only different working approaches but also different expectations on what the design outcome
should be [
          <xref ref-type="bibr" rid="ref3 ref5">7, 9</xref>
          ]. Furthermore, while all stakeholders generally wish to contribute to design ideas and
to provide feedback about relevance and usability, not all of them like to be responsible for definitive
design decisions [28, 29]. Another difficulty is due to contrasting points of view among different
group of stakeholders, as in the case of parents raising children with autism and autistic adults in
the workplace, as discussed in [
          <xref ref-type="bibr" rid="ref26">36</xref>
          ]. Moreover, one should also remark the recent reflections of the
scientific community about the inclusion of ASD persons in the design process with new roles [28,
56].
        </p>
        <p>
          Furthermore, despite literature on ICT-based ASD treatment reports on a significant number of
experiences based on participatory design (see e.g., [
          <xref ref-type="bibr" rid="ref5">9</xref>
          ]), the main endeavors have so far been in the
engagement of the autistic community (ASD people and caregivers) with less concern for
harmonization of the different professionals involved in the multidisciplinary design process.
        </p>
        <p>
          Within such a complex design scenario, the lack of clear ad-hoc methodological approaches is
viewed as a crucial issues by many researchers: in [
          <xref ref-type="bibr" rid="ref32">42</xref>
          ] authors observe that one of the challenges in
developing ICT tools for ASD people is to coordinate the diverse and divergent perspectives of the
involved stakeholders; in [
          <xref ref-type="bibr" rid="ref3">7</xref>
          ] the need for more structured approaches and well-established
guidelines for design is advocated; in [
          <xref ref-type="bibr" rid="ref29">39</xref>
          ] authors observe that partnership with stakeholders
requires a rethinking of how research is designed.
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Supporting coordination and prioritation</title>
      <p>The analysis of the issues discussed in the previous section reveals stakeholders’ prioritation and
coordination issues and the consequent necessity of adequate methodological tools to guide
designers in addressing them. In this section we discuss some preliminary results that we achieved
in this direction.</p>
      <sec id="sec-3-1">
        <title>3.1. Stakeholders’ prioritation</title>
        <p>
          The study of stakeholder identification to connect it explicitly to value creation has received
growing attention in the last decades [
          <xref ref-type="bibr" rid="ref12 ref17 ref24">16, 21, 31, 32, 33</xref>
          ]. Due to the economic importance of
stakeholders in creating and distributing value [
          <xref ref-type="bibr" rid="ref12">16, 32, 50</xref>
          ], there is growing interest in theories that help to
identify and classify organization’s stakeholders. For example, starting from Freeman's general
definition of stakeholder as "any group or individual who can affect or is affected by the
achievement of the organization's objectives” [
          <xref ref-type="bibr" rid="ref11">15</xref>
          ], Mitchell et al [31] developed a theory of stakeholder
identification based on the possession of the attributes of power, legitimacy and urgency, with
respect to the process, mission and goal under consideration. Based upon this typology, they further
proposed a theory of stakeholder salience for guiding designers in addressing prioritation issues.
        </p>
        <p>According to Mitchell's salience theory, the different combinations of the three attributes result
in seven classes of stakeholders, which can be grouped into three categories (see also Figure 1): three
low-salience classes with only one of the three attributes, called "latent" stakeholders (areas 1, 2, 3);
three moderately salient classes with two attributes, called "expectant" stakeholders (areas 4, 5, 6);
and a highly salient class with all three attributes, called “definitive stakeholders” (area 7). An
"expectant" stakeholder (whether "dominant," "dangerous," or "dependent") can achieve a
"definitive" status by acquiring the missing attribute.</p>
        <p>
          Building on the results of interviews with operators and families [
          <xref ref-type="bibr" rid="ref32">42</xref>
          ] combined with observational
studies [48] carried out within the framework of the activities of TetaLab in cooperation with the
Regional Reference Center for Autism of the Abruzzo Region (involving medical doctors,
psychologists, families and caregivers), we identified the stakeholders of an all-round ICT-supported
ASD care, presented in Table 1.
        </p>
        <p>We then classified identified stakeholders according to the concept expressed in Mitchell’s
theory (see Figure 2), based on their possession of one, two, or all three of the following attributes:
 the stakeholder's power to influence the process of taking charge and caring for the ASC
individual,
 the (moral) legitimacy of the stakeholder's relationship with the process of taking charge and
caring for the ASC individual,
 the urgency of the stakeholder's claim regarding the process of taking charge and caring for
the ASC individual.
Based on this result, one may observe that the engagement of the autistic community (ASD people
and caregivers) pursued so far by ICT-driven projects as primary goal was indeed methodologically
correct (being them high-salient definitive stakeholders). On the other hand, the saliency scheme
also shows that it is time to include in the digital transformation process:
 the different professionals of the ecosystem (dependent stakeholders with urgency with respect
the process of taking charge and caring for the ASC individual), and
 local authorities such as Regional Health System School System (dependent stakeholders with
the power of influence the process of taking charge and caring for the ASC individual), within
the framework of (hopefully coordinated and harmonized) multidisciplinary design processes.</p>
      </sec>
      <sec id="sec-3-2">
        <title>3.2. Stakeholders’ coordination</title>
        <p>As to coordination, at least in the case of ICT-based solutions for ASD treatment one may benefit
from results achieved in other fields where multidisciplinary teams must conceive, implement, and
validate novel learning methods.</p>
        <p>
          In this direction, in previous studies we proposed a structured iterative methodological
framework denoted “deejay”, based on Action Research and aimed at providing a general guideline for
organizing the activities of a multidisciplinary team. The approach, deriving from our Action
Research experiences in learning-oriented projects, blends the Susman and Evered AR cyclical
process model
[46] and the tandem approach proposed in [
          <xref ref-type="bibr" rid="ref23">27</xref>
          ], and provides an additional level of detail about the
design of the overall process in terms of time scheduling, information exchange, actors involved,
emphasizing roles and responsibilities of involved actors. In particular, the deejay framework
provides guidance in the tricky case in which the outcome of the research cycle is the
problemsolving method of the real-world problem (a common situation in projects aimed at developing
innovative learning approach).
        </p>
        <p>
          The framework, originally developed in Technology-Enhanced Learning contexts, has been
afterwords successfully adopted for a project carried out by TetaLab in cooperation with the
Regional Center of Autism and aimed at developing a personalizable ASD-oriented Augmentative
and Alternative Communication tool [
          <xref ref-type="bibr" rid="ref8">12</xref>
          ]. While for details on the framework we refer to [
          <xref ref-type="bibr" rid="ref9">13</xref>
          ],
here we observe that this design tool is adequate for addressing single technology-enhanced
treatment interventions but does not provide a general unifying solution for our vision of all-round
digitalized ASD care services.
        </p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions and future work</title>
      <p>In this position paper, we overviewed fragmentation, coordination and prioritation difficulties
arising in the analysis of the stakeholders for ASD centered ICT solutions in general and for our
ambitious vision in particular, aiming to an ICT-enhanced all-round support to ASD persons. A
socio-technical system of this kind is necessary for enable longitudinal studies not only to validate
technologyenhanced solutions for ASD treatment, but also to lay the basis for evaluation of values
created by the digital trasformation.</p>
      <p>As first steps in this direction, we reported here preliminary results of studies carried out in
cooperation with the Regional Reference Center for Autism of the Abruzzo Region (involving
medical doctors, psychologists, ASD persons, families and caregivers) aimed at addressing two specific
design issues revealed by the analysis of stakeholders:
 lack of saliency information, causing insufficient support to stakeholders’ prioritation,
 insufficient engagement and harmonization of the professionals involved in the ASD care.</p>
      <p>More specifically, as to the former point we reported results about classification and prioritation
of stakeholders in the Italian organizational situation according to a salience theory [31], while, as to
the second point, we sketched the main characteristic of a methodological structured framework
providing a general guidance for the organization of the activities of a multidisciplinary team.</p>
      <p>These contributions are still in a preliminary stage, also due to the fact that digital transformation
in the ASD case is still a quite immature field. The next steps in our research in this direction will be
carried out in the near future by TetaLab projects, in particular within the framework of the
Research and Development programs for "Innovative applications of virtual and augmented reality
for people with an autism spectrum condition (ASC)" handled by the Ministry of University and
Research and the Agency for Digital Italy (AGID)-Smarter Italy.</p>
      <p>As to the limitations of present results, it must be observed that the ASD case may be regarded as
paradigmatic for application domains in which promising ICT solutions are still at their infancy.
This may imply the need of downsizing some experiment parameters considered standard
otherwise, e.g., in terms of technological maturity of results (in many cases still at the stage of
proof-ofconcepts) and of size of users’ groups involved in the evaluation. While these limitations might
suggest that preliminary results are not of interest for the scientific community, we believe that
the relevance of the problem (in terms of increase of prevalence, needs and expectations of the
ASD community, and high costs on the society) must suggest that the scientific community takes
actions for encouraging and favoring studies of this kind in the mainstream of scientific research
notwithstanding the initial limitations, while the involvement of stakeholders with the power and
the legitimacy of boosting digital transformation deliver desired results. For example, agreements
with Health Care Systems and
Health Care associations, along with the digitalization of ASD care management, are among the
most powerful weapons to lay the basis for, among others, the recruitment of large groups of
homogeneous participants in evaluation studies and the possibility of conducting longitudinal
studies, which would lead to mature studies, as the ASD community deserves.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgements</title>
      <p>Authors wish to thank Marco Valenti (Director of the Abruzzo Regional Reference Center for
Autism) and his team for the fruitful cooperation throughout this study.</p>
    </sec>
    <sec id="sec-6">
      <title>Declaration on Generative AI</title>
      <sec id="sec-6-1">
        <title>The author(s) have not employed any Generative AI tools.</title>
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      </sec>
      <sec id="sec-6-2">
        <title>DSM-V, American Psychiatric Publishing, Arlington, VA, USA, 2013.</title>
        <p>[2] Autism Spectrum Disorders in the European Union (ASDEU, 2015– 2018) http://asdeu.eu/
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