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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Digital Mental Health: Co-Designing a Digital Platform to Support Work in Psychiatric Healthcare </article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Steinunn Gróa Sigurðardóttir</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>María Óskarsdóttir</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oddur Ingimarsson</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anna Sigridur Islind</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Faculty of Medicine, Mental Health Services, Landspitali - The National University Hospital of Iceland</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Reykjavik University, Department of Computer Science</institution>
          ,
          <addr-line>Reykjavík</addr-line>
          ,
          <country country="IS">Iceland</country>
        </aff>
      </contrib-group>
      <fpage>41</fpage>
      <lpage>51</lpage>
      <abstract>
        <p>  Purpose People with severe mental disorders need constant support and monitoring. With the reality of overworked healthcare professionals and long waiting lists, it can happen that patients do not get all the help they need. One of the ways that can contribute to solving that battle is digitalization in mental healthcare. We have designed and developed a digital platform that takes into consideration two perspectives: i) the patients and; ii) the healthcare professionals. In this paper, we focus on the co-design process of that digital platform. Design/methodology/approach This canonical action research paper describes a process of a co-design workshop conducted with 13 healthcare professionals at an Icelandic psychiatric healthcare unit. The source of the empirical data used during the workshop originates from their patients and is stored in the platform. Findings The main contribution of this paper can be summarized through three design principles: i) clarity and information accessibility regarding the patient's side; ii) flexibility when it comes to the healthcare professional's side, and; iii) a communication path between the two.  Originality/value We had the rare opportunity to gather healthcare professionals for a workshop and aimed at giving insights into the research question: What design principles can be derived from a codesign process of a digital mental health platform with psychiatric healthcare professionals? The theoretical contribution is conceptualized through three design principles and a discussion on future aspects of digitalization in mental healthcare. The practical contribution is outlined in the changes made in the platform derived from the results from the workshop.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Co-design</kwd>
        <kwd>digitalization</kwd>
        <kwd>platforms</kwd>
        <kwd>mental healthcare</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Patients with severe mental illness need extensive support and care. The resources in mental healthcare
are scarce, and support needs to be structured. Digital mental health (i.e., digital platforms or other
technologies and interventions to support and improve the delivery of mental health digitally) has been
identified as a potential way to improve reach and access to healthcare resources for the patient, at a
relatively low cost [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Moreover, digital mental health has also been outlined as a way for healthcare
professionals to attend to their patients at a distance, through data [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ][
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>
        Across various healthcare domains, the design and development of digital platforms using co-design
processes with the patients' needs in mind, has shown to be successful [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ][
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. The literature on co-design
often focuses on one specific type of end-user whereas in healthcare in general and in mental health in
particular, there are two equally important partners to consider; the patients and the healthcare
professionals [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. In light of that, there is a gap in the literature regarding the co-design of digital
platforms for digital mental health with the healthcare professionals and their needs in mind, especially
when aiming for integrating the digital platform seamlessly into the pre-existing work of the healthcare
professionals over time [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. 
We have designed and developed a digital platform called DataWell (herafter called “platform” or
simply “DataWell”) which takes into consideration the two perspectives: i) the patients and; ii) the
healthcare professionals. The co-design process of that digital platform is a focus point in this paper, as
well as in our collaboration with a psychiatric healthcare unit. The unit treats young people with
earlystage schizophrenia spectrum disorders. The treatment, which classifies as early intervention, is
individualized, but typically it is a combination of appropriate medication and other suitable
interventions, like regular consultations and support from healthcare professionals, regular exercise with
guidance, and occupational therapy. Before the beginning of this canonical action research (CAR), the
treatment was delivered manually and on-site. We facilitated an intervention in the treatment by
providing patients in the study with a smartwatch that gathered objective data (e.g., heart rate, steps, and
sleep) and a mobile app to answer daily questions on their mental and physical status for complementary
subjective data. The data is collected and visualized in the DataWell platform. The healthcare
professionals at the healthcare unit wanted a better overview of their patients' conditions and enhanced
decision-support. Therefore, the purpose of this CAR paper is to study the co-design process and
principles derived from a co-design workshop. We explore the research question: What design principles
can be derived from a co-design process of a digital mental health platform with psychiatric healthcare
professionals? The main contributions are two folded. Firstly, the theoretical contribution consists of
three design principles we suggest others consider when designing similar platforms. Secondly, the
practical contribution is the platform in itself and the changes made with suggestions from this
workshop. The platform is already supporting the work of the healthcare professionals and could become
a bigger support when practical changes have been implemented.
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Theoretical background</title>
      <p>
        Mental disorders affect individuals and societies worldwide, and the impact is not easily measured to
the full extent. The life expectancy of individuals with mental disorders is lower than for the general
population, and living with a mental disorder can keep patients from being active in society. The
estimated mental health-related burden accounts for 32.4% of years lived with disability (YLD) of all
YLDs' in the world [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. On average, one or more individuals with a mental disorder can be found in
onefourth of all families. The negative effects on family and friends can be difficult to estimate, and thus
tend to be ignored [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. Schizophrenia is a serious chronic mental disorder with a reported prevalence of
around 0.7% [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. The disorder can cause symptoms like delusions, hallucinations, thought disorders
and negative symptoms which include lack of interest and motivation, social withdrawal and loss of
personal hygiene. The life expectancy of patients with schizophrenia has been estimated to be 22.5-25
years shorter than in the general population mostly due to poor physical health and a high suicide rate
[
        <xref ref-type="bibr" rid="ref11">11</xref>
        ].  Due to the severity of symptoms serious life challenges like low employment rate (below 20%)
and high homelessness (up to 20%) affects the group (mcniel2005incarceration). Another severe,
chronic mental disorder is Bipolar Disorder (BD), which has a reported prevalence of 0.6% [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. BD
patients experience extreme mood swings and activity fluctuations from being hyperactive to total
inactivity. Patients with BD generally suffer from sleeping difficulties and may struggle with
day-today tasks [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. Research suggests that increased physical activity can improve wellbeing for patients
with schizophrenia as well as BD [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. The COVID-19 pandemic unexpectedly accelerated the need for
digital health services in general and digital mental health in particular. Due to this increased demand
and urgency, the digital maturity and willingness for innovation within the healthcare systems increased
all around the world [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ]. Even though there have been some important voices raised regarding
digitalizing the structured tasks and leaving the humanistic aspects of the care work un-digitalized [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ],
recent work has both shown that digital work within healthcare provides an important way to
reallocation of resources [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] and shown that the work within psychiatric care can benefit from increased
innovation and moreover that digital mental health services can be delivered successfully online [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ].
The need for online support to be complimentary but not intended to replace human interaction has been
outlined [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ]. Software is often developed with little or no contribution from the expected software
users, leading to time and resources being spent on less feasible features at the cost of attributes that
mean more to the actual users [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ][
        <xref ref-type="bibr" rid="ref21">21</xref>
        ]. Co-design, which stands for cooperative design or collaborative
design, is the act of including different stakeholders in an iterative process of designing and developing
software [
        <xref ref-type="bibr" rid="ref22">22</xref>
        ]. Co-design is becoming more and more popular in the design process of software for
healthcare purposes and findings support the use of co-design principles for person-centered
solutions [
        <xref ref-type="bibr" rid="ref23">23</xref>
        ]. The authors of this paper acknowledge what the literature has underlined, namely the
need for being mindful of the power differences between patients and healthcare professionals. This
might especially be true when it comes to mental health [
        <xref ref-type="bibr" rid="ref24">24</xref>
        ]. The co-design process is concluded with
guidelines for the development of our platform, and the guidelines are called design principles.
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Methods</title>
      <p>
        This paper reports on an action research (AR) project within mental health services, with healthcare
professionals to complement the already existing service through digital mental health service via a
digital platform. AR is an iterative research approach to conduct an empirical study, where the study
plan can evolve during the process of the study. In its simplest form it begins with the collaborators of
the study analyzing the subject, to come up with a theory which is then the foundation for change in
how collaborators interpret the results [
        <xref ref-type="bibr" rid="ref25">25</xref>
        ]. This type of method fits well for interventions in practice.
Collaborators in this context are the organization (here, the psychiatry at the hospital) and the
researchers. AR has been widely used in studies in the discipline of information systems (IS), but also
in other fields, such as to study digital work and digitalization of education [
        <xref ref-type="bibr" rid="ref26">26</xref>
        ]. Action research is the
umbrella term for a variety of action-oriented, change-driven intervention methods where other, more
specific methodological approach fit into. CAR has become a widespread approach to study the effects
of digitalization, and the approach includes five principles: i) The principle of the researcher-client
agreement: where the researcher may explain the process of AR and build trust for the continuance of
the study ii) The principle of the cyclical process model: the process is an iterative one as described in
Figure 1, iii) The principle of theory and theory development: Davidsson et al. (2014) argue that explicit
theorizing is a vital part of the planning stage, as it ensures a framework that fits both client and
researcher is designed, iv) The principle of change through action: outlines one of the main
characteristics of AR, where changes can be made either on an individual level and/or on an
organizational level, and, v) The principle of learning through reflection: where collaborators reflect on
the outcome of the study and deliver a report [
        <xref ref-type="bibr" rid="ref27">27</xref>
        ]. Building on these principles we have adopted the
model proposed by Davidsson et al (2014), to our own context, to describe the research process as a
whole within our CAR project (see Figure 1 below). We use the same figure to illustrate the subset of
data collected for this paper, that is the "Reflection" phase. We build this paper on CAR and adapt that
to fit our co-design process. The intervention in this project is two folded: i) On an individual level, the
intervention is carrying a smartwatch that collects health data, answering daily well-being questions and
monitoring own health data. ii) On a project level, the intervention includes the changes made in the
platform to better facilitate the needs of patients and healthcare professionals.
      </p>
    </sec>
    <sec id="sec-4">
      <title>Data gathering through a co-design process</title>
      <p>The empirical data gathered for the purpose of this paper is derived from the reflection phase of the
cyclic model presented in Figure 1 and the data consists of comments from a workshop with 13
healthcare professionals (H) at an Icelandic psychiatric healthcare unit that treat patients with
schizophrenia spectrum disorders. The data used to conduct the workshop is stored in DataWell and
originates from the patients treated at the healthcare unit. Researcher (R) is the first author of this paper
and patient (P) is any patient included in the study (see Table 1). 
The healthcare professionals had been presented with the digital platform before (which we have been
designing in a cyclic process through our overall CAR), but the reflection phase which we draw data
from to this paper was meant specifically to facilitate in-depth feedback from them. We split the
healthcare professionals into three groups. Each group worked on three different, made-up scenarios
(see below) that included logging in and using the platform (see Figure 2) and demanded interaction
between group members. After 15 minutes, the next scenario was introduced, so in total, we have data
from 39 scenario engagements with the 13 healthcare professionals. The participants logged into the
digital platform during each co-design workshop and were met with one scenario. The three scenarios
were: 1) Joe, the patient who is going to meet his caseworker, 2) Otto, the healthcare professional who
is engaged but overworked and wants an overview of his patients' statuses, and 3) The blank paper where
we ask: "How should the look and feel of a platform like this be to best support your type of work with
patients?" The data used in this paper was voice recorded and transcribed verbatim and we have applied
for and gotten ethical approval for the data gathering. The analytical approach for the transcripts was
content analysis.</p>
      <p>As stated earlier, each healthcare professional worked with all three scenarios. The details of the
scenarios were as follows:</p>
      <p>Scenario 1. You are Joe the patient. You are going to meet a healthcare professional. You know
that you will be asked a lot of questions when you meet. You decide to log on to DataWell to
have information ready, so that you can give your healthcare professional insight into how you
have been doing lately. 








</p>
      <sec id="sec-4-1">
        <title>Log in to DataWell with Joe's username and password.</title>
        <p>Find out how many steps Joe took yesterday.</p>
        <p>Find out how many steps Joe took Monday 4th of October.</p>
        <p>Find out when Joe went to sleep last Thursday. 
Find out how Joe slept last night?
Change Joe's name in the platform.</p>
        <p>Explore the platform. 
How could the look and design of the platform be more accessible for patients?
What sort of addition to the platform could be useful for patients?
Scenario 2. You are Otto the psychiatrist. You have shown up at work. You do not have a lot of
time, but you want a little overview of your patients' statuses, so you know what to expect today.
Your patients are in Team 2. 
</p>
      </sec>
      <sec id="sec-4-2">
        <title>Find Team 2 and pull heart rate data for Tim, Antonia and Alex for the period July 1925. Take a look at Tim's sleep data for the same period. What was his step count for those days?  </title>
      </sec>
      <sec id="sec-4-3">
        <title>How could the look and design of the platform be more accessible for a healthcare</title>
        <p>professional? </p>
        <p>What sort of addition to the platform could be useful for healthcare professionals? 
Scenario 3. The empty paper. Here we ask: "How do you feel that the look and feel of a platform
like this should be to best support your type of support to patients?"</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>4. Empirical setting</title>
      <p>As explained earlier, at Reykjavík University in Iceland, we have designed and developed the digital
mental health platform DataWell. The platform has two perspectives: i) the patients (see Figure 3) and;
ii) the healthcare professionals (see Figure 4). Patients can use their perspective of the platform to
monitor their own health information and possibly use that information in their communication with
healthcare professionals. The healthcare professionals' perspective displays an overview of their
designated patients (see Figure 4), with the possibility of getting a more detailed overview of individual
patients. In this overall research project, we, in collaboration with Landspítali University Hospital, are
using DataWell to study the feasibility of platforms supporting psychiatric care. The platform is under
further development through a co-design approach, both with patients and, as this paper focuses on, with
the healthcare professionals that have been treating the patients.</p>
      <sec id="sec-5-1">
        <title>To further elaborate on the overall project, we describe the project setting. Landspítali University Hospital is Iceland's biggest hospital, located in Reykjavík, and responds directly to Iceland's Ministry of Welfare. One of eight clinical departments of Landspítali is the Psychiatric Services, that runs the Psychiatric Emergency Room along with twelve specialized teams that diagnose</title>
        <p>and treat patients with different mental diseases. This paper's authors have an ethical approval from the
hospital's ethics committee to do research with the patients and healthcare professionals of two of those
teams, The Psychosis Team (that treat patients with schizophrenia) and The Bipolar Team. This ethical
approval is valid for three years, from the 1st of May 2020 to the 1st of May 2023, with a possibility of
extension. We started data gathering in May 2021, so at this point in time, we have been collecting data
with patients for 15 months.</p>
        <p>We first started this research project four years ago and at that point in time, our focus was on designing
and developing the DataWell platform and DataWell mobile application. We wanted the platform to be
able to receive, store and visualize both subjective and objective health data. The app was designed as a
part of this project and its purpose is displaying questions on wellbeing, collecting answers, and sending
data into the platform. When the platform and app were stable and ready to conduct data collection, we
formed a board of experts with relevant people from the hospital and the university. This board met on
a regular basis to discuss the steps of the project and the results of those meetings was the design of our
CAR cycle and an ethical approval from the ethics committee at the hospital. When the ethical approval
had been obtained, the board continued meeting to further cultiviate the project within the clinical
setting.</p>
        <p>In May 2020 we started including patients in the study. People that have either of these two severe
disorders, i.e., schizophrenia or BD, can have a difficult time showing up for meetings, due to the
difficult symptoms they are dealing with. Therefore, it was a challenge to include patients in the study,
with the attendance to meetings being close to 50%. We included 21 patients in the study in total, three
of those dropped out during data collection due to sickness or issues related to comfort. From that group
of patients, nine patients are diagnosed and treated for BD (two dropped out) and twelve patients are
diagnosed and treated for schizophrenia (one dropped out). data collection and feedback from patients.
The patients that agreed to participate in the study carried a smartwatch from Withings for six weeks,
collecting data on heart rate, sleep and motion, and feeding directly into the platform. During those six
weeks they also answered five daily questions on general wellbeing in the DataWell mobile app.
Throughout the six weeks, the healthcare professionals working with the patients could monitor their
patients' data through the platform. The patients also answered a paper questionnaire three times (in
week 1, 3 and 6). The questionnaire is a collection of validated questionnaires to measure level of
anxiety, depression severity, view towards technology, self-efficacy, empowerment, and impact of
selfmonitoring. Patients attended a semi-structured interview at the end of the six week period, where the
focus was on reflecting on the platform with a co-designing approach. We ask questions on user
experience and usability of the platform and address their view on data-driven mental health and on
continuously collecting data.</p>
        <p>After having obtained a lot of knowledge through communication with patients, it was time to reflect
on the platform with the healthcare professionals working with the patients enrolled in the study. This
consisted of a co-design workshop (see further details below) that we initiated to learn what guidelines
could be used to i) further develop DataWell and ii) guide others in similar situations. The data gathered
at this workshop is what this current paper reports on.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>5. Results</title>
      <p>The data that we gathered from the workshop included valuable feedback from the healthcare
professionals, which we have summarized in three design principles: i) clarity and information
accessibility regarding the patient's side; ii) efficiency when it comes to the healthcare professional's
side, and; iii) a communication path between the two sides of the platform, that is, from healthcare
professionals to the patients and vice versa. Moreover, we have learned that the healthcare professional's
participation in co-design brings a sense of inclusion that we believe will be supportive of the practical
use of the platform.</p>
    </sec>
    <sec id="sec-7">
      <title>5.1 Clarity and information accessibility regarding the patients’ side</title>
      <p>Regarding i): The vision that the platform should be clean and accessible was evident when the
healthcare professionals at the psychiatric unit got to talking, and one of the remarks that supported that
idea was: "So, I believe this needs to be clean and very simple. Kind of user-friendly, so it's somehow
obvious where to click." They agreed that the platform should be straightforward and accessible with
the words: "You should be able to monitor all the data in one place." To support that thought, another
one said: "It should be very clear that when you go to sleep on a Monday and wake up on a Tuesday,
which day to choose on the chart." One measure in the platform is sleep points from 0 - 100, and on that
topic, one of the partakers said: "I would like there to be a criterion to compare to." and she then
concluded the subject with the words: "This interface is really convenient. Very simple and
convenient." </p>
    </sec>
    <sec id="sec-8">
      <title>5.2 Efficiency when it comes to the healthcare professionals’ side</title>
      <p>Regarding ii): When discussing how the platform should function from the healthcare professionals'
side, one opinion was predominant, namely that the platform should be efficient when it comes to time
and mouse clicks. This comment underlines that opinion: "I, as a healthcare professional, feel that this
should be simple and that you should be able to find information fast. I would not feel like clicking too
much and working with the data because then I could just as easily ask the patient: 'How did you sleep?'"
and on a similar note, one of her coworkers simply added: "Also maybe, since we are thinking about
healthcare professionals, make sure that there are not too many mouse clicks so you don't spend too
much time on it." Related to that same topic, one of the partakers said the encouraging words: "It is so
simplifying that the interface for us [the healthcare professionals] is basically the same as for patients,
only with the added option of statistics and seeing the group overview." Another healthcare professional
added to the pool of efficiency-related comments: "we could use a search field for names." The
researcher could sense that the healthcare professionals wanted the platform to be flexible in the sense
that they could control their view as much as possible, like this practical comment underlines: "If you
choose the 19th, the week of 19th-25th appears. I think you should be able to control the length of the
interval you want to see." Another note on the efficiency was that "everything" should be one click
away: "I would like to just choose exactly this week and get an overview of everything." Another
partaker agreed: "Yes, I think it would be perfect if you could choose the time interval and overview.
Then you could see how he slept and how he exercised this week." Discussing further, this remark that
has to do with both flexibility and efficiency popped up: "Do we have a holistic view somewhere? Then
we could see how much sleep there is and how steps are distributed during one day. Then we could see
if he's awake during night time" and agreeing to that comment, another partaker stated the professional
opinion that: "It could be convenient to see sleep and activity in the same place, especially if you're
thinking if the person is in a mania, very active and sleeps less." Yet another one agreed: "So you could
see the information pretty fast, like, 'yes okay, you've been very active or inactive. Or you have slept a
lot this week.'" Lastly, an observation that harvested a large agreement in the group from other partakers
was clearly stated: "The interface needs to be simple." </p>
    </sec>
    <sec id="sec-9">
      <title>5.3 Communication path between the two sides of the platform</title>
      <p>Regarding iii): Some healthcare professionals mentioned that it could support the treatment being able
to use DataWell as an information platform. One of the observations in that regard was: "Maybe we
should be able to add something there, questionnaires to submit, for example." On a similar note, one of
the healthcare professionals speculated: "how about coping strategies, you know, if you are not sleeping
well, we could throw in advice like 'okay, here is what you can do to help you sleep.'” Another partaker
had ideas on supporting a healthy lifestyle: "It could even be nice to have a notification for drinking
water or reminds you to exercise, maybe also a calendar to remind you when you have a doctor's
appointment." Related to that comment, her coworker added: "I would like the platform to have
notifications; our people (i.e., patients) tend to forget things." 
Though not related to i), ii) or iii) one relevant observation is worth mentioning, namely: "I think it is
important, since we want to empower patients, that they can turn off data sharing. That is: ‘now X is not
allowed to see how I slept’ or: ‘I do not want to share data for this particular day.’"</p>
    </sec>
    <sec id="sec-10">
      <title>6. Discussion</title>
      <p>
        In this paper we gathered data with 13 healthcare professionals through 39 scenario engagement in a
canonical action research project via a co-design approach and aimed at answering the research question:
What design principles can be derived from a co-design process of a digital mental health platform with
psychiatric healthcare professionals? As stated at the beginning of this paper, resources in mental
healthcare are limited and digitalization is one of the ways that have been pointed out to counteract that
problem [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. One of the ways the healthcare professionals that partook in our co-design approach pointed
out as a potential supplement to the current treatment was to have a communication path via an
end-toend encrypted chat in the DataWell platform. They also raised the importance of enabling a function to
share files with their patients through the digital platform, which might be helpful for some patients at
particular points in time. If that function would be implemented, it has the potential to result in better
time efficiency, enabling the healthcare professionals more time to attend to other more urgent matters.
This speaks directly to two of the design principles that were derived from the co-design approach,
namely: A communication path between the two sides of the platform, that is, from healthcare
professionals to the patients and vice versa, and Efficiency when it comes to the healthcare professional's
side.
      </p>
      <p>
        What we can derive from this paper is that co-design is good practice when it comes to the development
of software for healthcare purposes, in line with Sigurðardóttir et al., (2022). This type of co-design
approach with healthcare professionals can be beneficial to identify points of interest from expected
users from both sides, that is patients and healthcare professionals. Through our analysis of the co-design
approach, the researchers derived a strong feeling of ownership in the way that  the healthcare
professionals engaged with this digital platform, because they have been an integrated part of the
development, also prior to the co-design workshop. As we see it, this type of approach has the potential
to increase the usability, user experience, and overall usage time of the platform within the organization,
while also securing interest for further development [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ][
        <xref ref-type="bibr" rid="ref28">28</xref>
        ]. 
Over time we presume that having access to the data in the digital platform could change the way
healthcare professionals interpreted the status of their patients, and in light of that affect the way clinical
decisions are made; towards a data-driven decision-making process. That assumption is in line with
previous literature on the topic [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ][
        <xref ref-type="bibr" rid="ref22">22</xref>
        ][
        <xref ref-type="bibr" rid="ref4">4</xref>
        ] [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. More specifically, from our case, the process of
determining a dose of hypnotics becomes a significantly different process when relying on a patient's
memory of her sleep quality, as opposed to when there is access to concrete, longitudinal reliable
information on the length and depth of sleep, sleep stages, number of awakenings etc.
To sum up, from the co-design process described in this paper we derived practical and theoretical
contributions. The practical contribution is the platform itself, with the improvements and ideas from
the workshop. Also, triggering the sense of inclusion with the healthcare professionals that participated
in the workshop, might encourage the use of the platform in practice. The theoretical contribution,
namely the following three design principles: i) clarity and information accessibility in regards to the
patient's side; ii) flexibility when it comes to the healthcare professional's side, and; iii) a communication
path between the two. We suggest that others take these into account in their design co-design processes
in healthcare in general and when designing and developing digital platforms for digital mental health
in particular.
      </p>
    </sec>
    <sec id="sec-11">
      <title>6.1 Limitations and future work</title>
      <p>The results of this co-design approach are specific for Icelandic mental healthcare and can not
necessarily be generalized for all other healthcare units. Also, the work was done in order to facilitate
the patients with serious mental illnesses, meaning that the needs might be different for patients with
less severe mental illnesses. Moreover, the time we had with the group of healthcare professionals was
limited to 2 hours and it was organized that way in order to gather a higher number of healthcare
professionals to one location. We feared that it would have been improbable to do so if we asked them
to attend a much longer workshop, or multiple workshops, because of their busy schedule. Furthermore,
the pandemic restrictions did not allow for multiple in-person workshops. Future work will include
testing the co-design method, and apply our design principles with a different set of patients and
healthcare professionals to validate the results and extend them to other types of mental disorders such
as bipolar or postpartum depression and their healthcare professionals. </p>
    </sec>
    <sec id="sec-12">
      <title>7. Conclusion</title>
      <p>In this paper we gathered data with 13 healthcare professionals in a canonical action research project
via a co-design approach and aimed at answering the research question: What design principles can be
derived from a co-design process of a digital mental health platform with psychiatric healthcare
professionals? The main contribution of this paper can be summarized through three design principles:
i) clarity and information accessibility in regards to the patient's side; ii) flexibility when it comes to the
healthcare professional's side, and; iii) a communication path between the two. We suggest that others
take these into account in their design co-design processes in healthcare in general and when designing
and developing digital platforms for digital mental health in particular.</p>
    </sec>
    <sec id="sec-13">
      <title>8. References</title>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>Bevan</given-names>
            <surname>Jones</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            ,
            <surname>Stallard</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            ,
            <surname>Agha</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S. S.</given-names>
            ,
            <surname>Rice</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            ,
            <surname>Werner‐Seidler</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            ,
            <surname>Stasiak</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            , ... &amp;
            <surname>Merry</surname>
          </string-name>
          ,
          <string-name>
            <surname>S.</surname>
          </string-name>
          (
          <year>2020</year>
          ).
          <article-title>“Practitioner review: co‐design of digital mental health technologies with children and young people</article-title>
          .
          <source>” Journal of Child Psychology and Psychiatry</source>
          ,
          <volume>61</volume>
          (
          <issue>8</issue>
          ),
          <fpage>928</fpage>
          -
          <lpage>940</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <surname>Sigurðardóttir</surname>
            ,
            <given-names>S. G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Islind</surname>
            ,
            <given-names>A.S.</given-names>
          </string-name>
          &amp;
          <string-name>
            <surname>Óskarsdóttir</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          (
          <year>2022</year>
          ).
          <article-title>“Collecting Data from a Mobile App and a Smartwatch Supports Treatment of Schizophrenia and Bipolar Disorder.” Studies in Health Technology and Informatics</article-title>
          . 
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <surname>Hickie</surname>
          </string-name>
          ,
          <string-name>
            <surname>Ian</surname>
            <given-names>B</given-names>
          </string-name>
          et al. “
          <article-title>Project Synergy: co-designing technology-enabled solutions for Australian mental health services reform</article-title>
          .”
          <source>The Medical journal of Australia</source>
          vol.
          <volume>211</volume>
          <issue>Suppl 7</issue>
          (
          <year>2019</year>
          ):
          <fpage>S3</fpage>
          -
          <lpage>S39</lpage>
          . doi:
          <volume>10</volume>
          .5694/mja2.50349
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <surname>Larkin</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Boden</surname>
            ,
            <given-names>Z. V.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Newton</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          (
          <year>2015</year>
          ). “
          <article-title>On the brink of genuinely collaborative care: experience-based co-design in mental health</article-title>
          .
          <source>” Qualitative health research</source>
          ,
          <volume>25</volume>
          (
          <issue>11</issue>
          ),
          <fpage>1463</fpage>
          -
          <lpage>1476</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>O</given-names>
            <surname>'Brien</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.</given-names>
            ,
            <surname>Fossey</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            , &amp;
            <surname>Palmer</surname>
          </string-name>
          ,
          <string-name>
            <surname>V. J.</surname>
          </string-name>
          (
          <year>2021</year>
          ).
          <article-title>“A scoping review of the use of co‐design methods with culturally and linguistically diverse communities to improve or adapt mental health services</article-title>
          .
          <source>” Health &amp; Social Care in the Community</source>
          ,
          <volume>29</volume>
          (
          <issue>1</issue>
          ),
          <fpage>1</fpage>
          -
          <lpage>17</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <surname>Islind</surname>
            ,
            <given-names>A. S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lindroth</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lundin</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Steineck</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          (
          <year>2019</year>
          ).
          <article-title>“Co-designing a digital platform with boundary objects: bringing together heterogeneous users in healthcare</article-title>
          .
          <source>” Health and Technology</source>
          ,
          <volume>9</volume>
          (
          <issue>4</issue>
          ),
          <fpage>425</fpage>
          -
          <lpage>438</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <surname>Islind</surname>
            ,
            <given-names>A. S.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Lundh Snis</surname>
            ,
            <given-names>U.</given-names>
          </string-name>
          (
          <year>2018</year>
          ).
          <article-title>From co-design to co-care: designing a collaborative practice in care</article-title>
          .
          <source>Systems, Signs &amp; Actions</source>
          ,
          <volume>11</volume>
          (
          <issue>1</issue>
          ),
          <fpage>1</fpage>
          -
          <lpage>24</lpage>
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <surname>Vigo</surname>
            <given-names>D</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Thornicroft</surname>
            <given-names>G</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Atun</surname>
            <given-names>R.</given-names>
          </string-name>
          (
          <year>2016</year>
          )
          <article-title>“Estimating the true global burden of mental illness.” Lancet Psychiatry</article-title>
          . Feb;
          <volume>3</volume>
          (
          <issue>2</issue>
          ):
          <fpage>171</fpage>
          -
          <lpage>8</lpage>
          . doi:
          <volume>10</volume>
          .1016/S2215-
          <volume>0366</volume>
          (
          <issue>15</issue>
          )
          <fpage>00505</fpage>
          -
          <lpage>2</lpage>
          . PMID:
          <volume>26851330</volume>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <surname>World Health Organization.</surname>
          </string-name>
          (
          <year>2003</year>
          ).
          <article-title>“Investing in mental health”.</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <surname>Saha</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Chant</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Welham</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>McGrath</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          (
          <year>2005</year>
          ).
          <article-title>“A systematic review of the prevalence of Schizophrenia."</article-title>
          <source>PLoS Med</source>
          ,
          <volume>2</volume>
          (
          <issue>5</issue>
          ),
          <year>e141</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <string-name>
            <surname>Tiihonen</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lönnqvist</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Wahlbeck</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Klaukka</surname>
            ,
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Niskanen</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tanskanen</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Haukka</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          (
          <year>2009</year>
          ).
          <article-title>“11-year follow-up of mortality in patients with schizophrenia: a population-based cohort study” (FIN11 study)</article-title>
          .
          <source>Lancet</source>
          ,
          <volume>374</volume>
          (
          <issue>9690</issue>
          ),
          <fpage>620</fpage>
          -
          <lpage>627</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [12]
          <string-name>
            <surname>Saloni</surname>
            <given-names>Dattani</given-names>
          </string-name>
          , Hannah Ritchie and Max
          <string-name>
            <surname>Roser</surname>
          </string-name>
          (
          <year>2021</year>
          )
          <article-title>- "Mental Health"</article-title>
          .
          <source>Published online at OurWorldInData</source>
          .org. Retrieved from: 'https://ourworldindata.org/mental-health' [Online Resource]
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [13]
          <string-name>
            <surname>Mansell</surname>
            ,
            <given-names>Warren</given-names>
          </string-name>
          &amp; Morrison, Anthony &amp; Reid, Graeme &amp; Lowens, Ian &amp; Tai,
          <string-name>
            <surname>Sara.</surname>
          </string-name>
          (
          <year>2007</year>
          ). “
          <article-title>The Interpretation of and Responses to Changes in Internal States An Integrative Cognitive Model of Mood Swings</article-title>
          and
          <string-name>
            <given-names>Bipolar</given-names>
            <surname>Disorders</surname>
          </string-name>
          .” Behavioural and
          <string-name>
            <given-names>Cognitive</given-names>
            <surname>Psychotherapy</surname>
          </string-name>
          .
          <volume>35</volume>
          .
          <fpage>515</fpage>
          -
          <lpage>539</lpage>
          .
          <fpage>10</fpage>
          .1017/S1352465807003827.
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [14]
          <string-name>
            <surname>Callaghan</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          “
          <article-title>Exercise: a neglected intervention in mental health care?</article-title>
          .
          <source>” Journal of psychiatric and mental health nursing</source>
          vol.
          <volume>11</volume>
          ,
          <issue>4</issue>
          (
          <year>2004</year>
          ):
          <fpage>476</fpage>
          -
          <lpage>83</lpage>
          . doi:
          <volume>10</volume>
          .1111/j.1365-
          <fpage>2850</fpage>
          .
          <year>2004</year>
          .
          <volume>00751</volume>
          .x
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          [15]
          <string-name>
            <surname>Lee</surname>
            <given-names>SM</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lee</surname>
            <given-names>D.</given-names>
          </string-name>
          “
          <article-title>Opportunities and challenges for contactless healthcare services in the postCOVID-</article-title>
          19
          <source>Era.” Technol Forecast Soc Change</source>
          .
          <year>2021</year>
          ;
          <volume>167</volume>
          :
          <fpage>120712</fpage>
          . doi:
          <volume>10</volume>
          .1016/j.techfore.
          <year>2021</year>
          .120712
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          [16]
          <string-name>
            <surname>Susskind</surname>
            ,
            <given-names>R. E.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Susskind</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          (
          <year>2015</year>
          ). “
          <article-title>The future of the professions: How technology will transform the work of human experts</article-title>
          .” Oxford University Press, USA.
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          [17]
          <string-name>
            <given-names>Vallo</given-names>
            <surname>Hult</surname>
          </string-name>
          ,
          <string-name>
            <surname>H.</surname>
          </string-name>
          (
          <year>2021</year>
          ).
          <article-title>“Digital Work: Coping with Contradictions in Changing Healthcare” (Doctoral dissertation</article-title>
          , University West).
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          [18]
          <string-name>
            <surname>Titov</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Hadjistavropoulos</surname>
            ,
            <given-names>H. D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nielssen</surname>
            ,
            <given-names>O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Mohr</surname>
            ,
            <given-names>D. C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Andersson</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Dear</surname>
            ,
            <given-names>B. F.</given-names>
          </string-name>
          (
          <year>2019</year>
          ).
          <article-title>From research to practice: ten lessons in delivering digital mental health services</article-title>
          .
          <source>Journal of clinical medicine</source>
          ,
          <volume>8</volume>
          (
          <issue>8</issue>
          ),
          <fpage>1239</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          [19]
          <string-name>
            <surname>Rodriguez-Villa</surname>
          </string-name>
          , Elena et al. “
          <article-title>Cross cultural and global uses of a digital mental health app: results of focus groups with clinicians, patients and family members in India and the United States</article-title>
          .” Global mental health (Cambridge, England) vol.
          <volume>8</volume>
          e30. 24 Aug.
          <year>2021</year>
          , doi:10.1017/gmh.
          <year>2021</year>
          .28
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          [20]
          <string-name>
            <surname>Lárusdóttir</surname>
            ,
            <given-names>M. K.</given-names>
          </string-name>
          (
          <year>2009</year>
          ).
          <article-title>“Listen to your users: The effect of usability evaluation on software development practice” (Doctoral dissertation</article-title>
          , Uppsala University).
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          [21]
          <string-name>
            <surname>Slattery</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Saeri</surname>
            ,
            <given-names>A. K.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Bragge</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          (
          <year>2020</year>
          ).
          <article-title>Research co-design in health: a rapid overview of reviews</article-title>
          .
          <source>Health research policy and systems</source>
          ,
          <volume>18</volume>
          (
          <issue>1</issue>
          ),
          <fpage>1</fpage>
          -
          <lpage>13</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          [22]
          <string-name>
            <surname>Eyles</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Jull</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Dobson</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Firestone</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Whittaker</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <given-names>Te</given-names>
            <surname>Morenga</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            , ... &amp;
            <surname>Mhurchu</surname>
          </string-name>
          ,
          <string-name>
            <surname>C. N.</surname>
          </string-name>
          (
          <year>2016</year>
          ).
          <article-title>“Co-design of mHealth delivered interventions: a systematic review to assess key methods and processes</article-title>
          .”
          <source>Current Nutrition Reports</source>
          ,
          <volume>5</volume>
          (
          <issue>3</issue>
          ),
          <fpage>160</fpage>
          -
          <lpage>167</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          [23]
          <string-name>
            <surname>Rowe</surname>
            ,
            <given-names>SC</given-names>
          </string-name>
          , Davenport,
          <string-name>
            <surname>TA</surname>
          </string-name>
          , Easton, MA, et al.
          <article-title>Co-designing the InnoWell Platform to deliver the right mental health care first time to regional youth</article-title>
          .
          <source>Aust J Rural Health</source>
          .
          <year>2020</year>
          ;
          <volume>28</volume>
          :
          <fpage>190</fpage>
          -
          <lpage>194</lpage>
          . https://doi.org/10.1111/ajr.12617
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          [24]
          <string-name>
            <surname>Tindall</surname>
            ,
            <given-names>R. M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ferris</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Townsend</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Boschert</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Moylan</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          (
          <year>2021</year>
          ).
          <article-title>A first‐hand experience of co‐design in mental health service design: Opportunities, challenges, and lessons</article-title>
          .
          <source>International journal of mental health nursing</source>
          ,
          <volume>30</volume>
          (
          <issue>6</issue>
          ),
          <fpage>1693</fpage>
          -
          <lpage>1702</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          [25]
          <string-name>
            <surname>Baskerville</surname>
            ,
            <given-names>R. L.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Wood-Harper</surname>
            ,
            <given-names>A. T.</given-names>
          </string-name>
          (
          <year>1996</year>
          ).
          <article-title>“A critical perspective on action research as a method for information systems research</article-title>
          .
          <source>” Journal of information Technology</source>
          ,
          <volume>11</volume>
          (
          <issue>3</issue>
          ),
          <fpage>235</fpage>
          -
          <lpage>246</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref26">
        <mixed-citation>
          [26]
          <string-name>
            <surname>Stringer</surname>
            ,
            <given-names>E. T.</given-names>
          </string-name>
          (
          <year>2008</year>
          ).
          <article-title>Action research in education</article-title>
          . Upper Saddle River, NJ: Pearson Prentice Hall.
        </mixed-citation>
      </ref>
      <ref id="ref27">
        <mixed-citation>
          [27]
          <string-name>
            <surname>Davison</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Martinsons</surname>
            ,
            <given-names>M. G.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Kock</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          (
          <year>2004</year>
          ).
          <article-title>Principles of canonical action research</article-title>
          .
          <source>Information systems journal</source>
          ,
          <volume>14</volume>
          (
          <issue>1</issue>
          ),
          <fpage>65</fpage>
          -
          <lpage>86</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref28">
        <mixed-citation>
          [28]
          <string-name>
            <surname>Idowu</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Elbanna</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          (
          <year>2020</year>
          ).
          <article-title>Digital platforms of work and the crafting of career path: The crowdworkers' perspective</article-title>
          .
          <source>Information Systems Frontiers</source>
          ,
          <fpage>1</fpage>
          -
          <lpage>17</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>