Automated vehicles on airports
Transcript of Automated vehicles on airports
Automated vehicles on airports - a case study of process challenges and opportunities in developing employee acceptance
Master’s Thesis 30 credits Department of Business Studies Uppsala University Fall Semester of 2020
Date of Submission: 2021-01-08
Jodie Katja Säther Supervisor: Kerstin Sahlin
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Abstract
This study aims to explore the development of employee acceptance and process challenges
and opportunities that surface when new technologies are introduced in a workplace
environment. In the case of the implementation of automated vehicles, this study was conducted
in close relationship with the organisation. In particular, we investigate employee acceptance
and process challenges with an assistance of an analytic model, TAPA, built on the theoretical
framework of trust, practice theory and Technology Acceptance Model (TAM), which is
supported with trust and practice theory to form a comprehensive framework.
The study stands on the philosophy of engaged scholarship and uses qualitative material from
an exploratory case study, interviewing 22 respondents in order to cover an extensive part of
the processes and practices affected by this implementation. Interestingly, the empirical data
suggests that developing employee acceptance and combating process challenges and
harnessing opportunities are not separate subjects, but streams in the same river. Therefore, to
develop acceptance, the organisation would also need to work through the process challenges
the respondents warrants action.
Keywords: acceptance, legitimate peripheral participation, trust, practice theory, process
challenges, technology acceptance model
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TABLE OF CONTENT
1 WHEN AUTOMATED VEHICLES INTERACT WITH HUMANS 4
INTRODUCTION 5
PROBLEM STATEMENT 6
RESEARCH QUESTION 7
PURPOSE 7
2 THE ROLE OF TECHNOLOGY ACCEPTANCE, TRUST, AND PRACTICE THEORY 8
TECHNOLOGY ACCEPTANCE MODEL, TAM 8
TRUST 11
PRACTICE THEORY 13
LEGITIMATE PERIPHERAL PARTICIPATION, LPP 15
ANALYTIC MODEL – Theory of Automation Process Acceptance, TAPA 16
3 TO TELL ABOUT ACCEPTANCE AND PROCESS – METHODOLOGICAL CONCERNS 18
INTERPRETIVE SOCIOLOGY AND MICRO MACRO INTEGRATION 18
RESEARCH STRATEGY AND DESIGN 20
DESCRIPTION OF THE CASE 21 The field division 22 The ground handling division 22
DATA COLLECTION 23
DATA ANALYSIS 26
QUALITY OF THE STUDY 26
4 EMPLOYEES PERCEPTION OF AUTOMATED VEHICLES 28
ADJACENT OPERATIONS – SAFETY OFFICERS AND AIR TRAFFIC CONTROLLERS (G1) 28 Employee acceptance 28 Process challenges and opportunities 29
FIELD OPERATION – ADMINISTRATORS (G2) 32 Employee acceptance 32 Process challenges and opportunities 34
FIELD OPERATION – PSB DRIVERS (G3) 36
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Employee acceptance 36 Structural challenges and opportunities 37
GROUND HANDLING - ADMINISTRATORS (G4) 37 Employee acceptance 37 Process challenges and opportunities 38
GROUND HANDLING – BAGGAGE HANDLERS (G5) 40 Employee acceptance 40 Process challenges and opportunities 41
SUMMARY OF EMPIRICAL FINDINGS 42
5 CREATING ACCEPTANCE AND PROCESS CHALLENGES TO CONSIDER 43
OPPORTUNITIES - TECHNICAL FACTORS 46
OPPORTUNITIES - TECHNICAL AND PRACTICE FACTORS 47
OPPORTUNITIES - PRACTICE FACTORS 48 Cluster 1 48 Cluster 2 49
OTHER ASPECTS 50
6 IMPLICATIONS ON ACCEPTANCE AND FUTURE RESEARCH 51
REFERENCES 53
APPENDIX 1. QUESTIONNAIRE USED IN ALL INTERVIEWS 56
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LIST OF FIGURES Page Figure 1. Davis et al., (1989) Theory of Reasoned Action (TRA) 9
Figure 2. Davis (1989) Technology Acceptance Model (TAM) 10
Figure 3. Pavlou (2003) TAM complemented with the factor trust and perceived risk 11
Figure 4. Initial Theory of Automation Process Acceptance (TAPA) 17
Figure 5. Ritzer (2008) Interactions between different levels 19
Figure 6. Prioritised areas for maintenance on Bromma Airport 22
Figure 7. Revised Theory of Automation Process Acceptance model (TAPA) 44
LIST OF TABLES Page Table 1. Population sample with work description 25
Table 2. 11 factors from the empirical finding 46
Table 3. The Practice group with factors in two clusters 48
GLOSSARY
PU – Perceived Usefulness
PEU – Perceived Ease of Use
TAPA – Theory of Automation Process Acceptance
LPP – Legitimate Peripheral Participation
GH – Ground handling division
IT – Information Technology
OS – Organisation studies
Artifact – A tangible solution to a real-world problem
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1 When automated vehicles interact with humans INTRODUCTION What a thrill with new technology! In our history, there is a constant flow of emerging
technology. Currently, we are in a period of movement toward more technologically automated
processes. However, when implementing emerging technical solutions, tension is created
between the old structure and the new technical structure within the institution. In the shift we
are facing towards further automation, actions must be taken on different levels. I say further
automation to emphasise that this process is the present in a continuum, containing past
automation shifts as well as future shifts. Past automation progress in Sweden range from pulp
manufacturing and ore mining to safety match production and textile industry. Automation
creates increased number of activities without human interaction. An automated vehicles
process liberates the driving process of human interaction. This study will consider the
particular case of automated vehicles.
These vehicles create a range of possibilities that is hard to fathom, and even from the first cars
that set off the red flag act in Britain, the technological innovation was curbed for decades
(Judd, 2005). Automated vehicles have the range to facilitate in business as well as public
service. Automated vehicles have been shown to facilitate elderly persons to retain their
independence in travelling and make logistics run effortlessly. However, this study will focus
on the area of airport automation processes.
Autonomous processes for various functions are multiplying daily and paving the way for
opportunities to restructure organisations and seek new vantage points. With an increasing
number of researches done regarding how Industry 4.0 creates new tools and how they can be
used in different areas, airports in particular are stretching the boundaries to increase efficiency
and reduce delays. For example, a new system of baggage trucks connected to the Internet of
Things are able to monitor the vibrations of baggage carts (Koenig et al., 2019). In 2018,
Heathrow airport completed the UK´s first airside vehicle trial with Oxbotica. At Gatwick, the
airport was prepared for a large-scale trial with CargoPod´s autonomous small vehicles, which
are to be used to shuttle staff around the airside area at the airport. At Gatwick, around 300
airside vehicles stand stationary 90 per cent of the time; the trial aims to present a solution to
safely meet the airport’s needs with a smaller pool of autonomous vehicles (“Heathrow airport
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completes UK’s first autonomous airside vehicle trial.,” 2018). Last year, at Christchurch
airport, the Ohmio LIFT™, a shuttle vehicle, went through its second phase of trials (NZ-made
driverless vehicle joins Christchurch trial, 2018). With the Yeti project in Norway, the airport
operator Avinor collaborated with Swedish technology giant Semcon and the snowplough
specialist Overaasen to use autonomous vehicles for Nordic winter conditions (Radley, 2018).
PROBLEM STATEMENT
Autonomous vehicles are passing over our doorsteps into our homes and our workplaces
voluntarily – and sometimes involuntarily. Often, changes such as these are not by one's own
choice but are instead pushed top-down in the organisation. It begs the question: What will
change, and will it be for the better? and for whom will it be better? Moreover, Brynjolfsson
and McAfee (2016, p. 182) argue that "machines are more likely to complement humans rather
than substitute for them." Humans bring creativity, and it is pertinent to recognise the value
employees in practice hold (McAfee and Brynjolfsson, 2017). With research and development
focusing on new technology, it is crucial to attract attention to the intended users of the
technology. Subsequently, to retain high work performance, user acceptance for new
technology needs to be taken into consideration (Davis et al., 1989). It could be salvaged
through nurturing the dialogue between employees and the technology and in particular, making
inquiries regarding the needs of employees to be able to soundly operate the technology. Speier
and Venkatesh (2002) show that even with a positive attitude towards automation in the early
stage, attitudes can shift after just a couple of months. The individual´s acceptance of
technology plays a central role in explaining this phenomenon.
A substantial amount of the body of research covering automation refers to self-driving cars
and other transport vehicles. This area battles arguments such as “the trolley problem” and
unethical decision making through “biased algorithms” (Garcia, 2016; Goodall, 2017). But
there are other types of automated machines, ones we only experience from the outside, such
as automated lawn mowers and vacuum cleaners. The perception of acceptance and trust may
not be in focus when dealing with a small robot such as a disc-shaped lawn mower that weighs
just under 10 kilos. What if it were a multi-tonne truck, would that change your threshold to
trust the process? Zhang et. al. (2019) emphasise the value of creating initial trust in automated
vehicles, and thereby shaping the user attitude towards them. Furthermore, we need to explore
automated machines in various applications and environments to entertain the nuances.
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Specifically, what could work as catalysts for trust and acceptance on an individual level, as
well as societal? Following the implementation of new innovation over time to make
adjustments and work interchangeably within the organisation can create a favourable outcome.
Therefore, it becomes of interest to explore what happens when the robot is not a ten-kilo disc
or have clear, isolated areas to their specific purpose. How do we combat issues of acceptance
when the vehicle weighs a couple of tonnes and needs to share the area with employees, has a
semi-structured set of functions, contractors and other support functions? Whenever
innovations are introduced into the workplace and disrupt usual practice, it warrants a closer
look. This study sets out to contribute to the understanding of acceptance and trust for
employees working adjacent to automated vehicles as well as the challenges and opportunities
the organisation are facing.
This case is focused on the future implementation of automated vehicles at a Swedish airport.
Two types of vehicles are investigated snowploughs and baggage trucks. These vehicles are
active in two main processes, field maintenance and ground handling. Further, the study seeks
to surface areas of opportunities to facilitate acceptance within the work stream processes.
RESEARCH QUESTION
What process challenges and opportunities do employees face with the implementation of
automated vehicles? How can the organisation develop employee acceptance?
PURPOSE
The study aims to identify areas of risk, challenges, for the implementation of automated
vehicles. In particular, it analyses attitudes through the concepts of practice, trust, perceived
usefulness and, perceived ease of use. Trust is therefore handled as an antecedent to acceptance.
This study looks at the barriers for implementation of vehicles and adoption of new processes.
Conversely, the study wants to identify aspects around the development of employee
acceptance and challenges within the process. In particular, the study and research method will
use the concept of engaged scholarship as a cornerstone (Van de Ven, 2007).
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2 The role of technology acceptance, trust, and practice theory First, this chapter presents a selection of research in two fields; organisation studies and
information system. The Technology Acceptance Model, Trust, and Practice are expected to
give the study instruments to understand and engage in the case study. Thus, by exploring
existing research areas and forming a theoretical foundation, it creates the opportunity to
couple the existing research into an analytic model to use in investigation of this case.
Thereafter, the analytic model will be presented last in this chapter.
The research method used entails the ideas and vision of engaged scholarship. Especially for
the emphasizes on the value of using multiple theories to act as a complement to each other for
an enhanced understanding of the context around the problem. By having a research question
that focus on the process and one with a more holistic focus, the need for multiple theories
becomes crucial to not create an oversimplified view of the situation. Multiple frames lend us
the chance to expand the framework and present solutions to the given phenomenon. In theory
building, three activities work as pillars for the process; “conceiving or creating a theory,
constructing or elaborating the theory, and justifying or evaluating the theory” (Van de Ven,
2007, p. 101). In the first step, abductive reasoning is used. For the next stage, logical deduction
is needed for constructing the theory, followed by inductive reasoning to justify the theory
chosen. The theory chosen for the analytic model is hopefully a reliable foundation for the
operational research model to use as tool of choice in this case study. In this study the multiple
frames are essential for a comprehensive view. TAM contribute with a set of important tools
towards understanding how to develop acceptance. However, TAM does not recognise the
dynamic in individuals as carriers and producers of acceptance. Therefore, the framework of
practice is significant for this study. Additionally, trust is an important part of understanding
acceptance, which is also incorporated here in theory towards the analytical model.
TECHNOLOGY ACCEPTANCE MODEL, TAM
The technology acceptance model, TAM, was designed in Davis (1989) and Davis et al.,
(1989)’s seminal papers on how perceived usefulness and perceived ease of use predicts user
acceptance towards information technology in a workplace environment. Interestingly, Davis’s
(1989) purpose was to find and uncover a better measurement for predicting and explaining the
use of technology, an aspect this study also seeks to understand. Davis et al., (1989) depicts the
roots TAM have in Fishbein and Ajzen´s Theory of Reasoned Action (TRA), presented in the
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figure 1 below. However, TAM has excluded elements from TRA such as subjective norm
(SN), one of the determinants of behavioural intention (BI). However, in TAM2, Venkatesh
and Davis (2000) revisited the factor; placing subjective norm under the umbrella “social
influence processes.” Thus, if trust is low, the affect the intentions to be harmful for the process.
Figure 1. Davis et al., (1989) Theory of Reasoned Action (TRA)
Additionally, Ajzen (1991) continues research on the Theory of Planned Behaviour (TPB) to
provide further insight into predicting behaviour. Fishbein and Ajzen (1980; 1975) lowered the
barrier towards adoption and usage of the behavioural prediction model within the technology
field. Furthermore, it remains significant to keep in mind that their work bears influence from
psychology and Bailey and Person´s (1983) work on measurements of computer user
satisfaction. Thereby, one needs to keep in mind the heritage and its complexity that builds up
to TRA and TAM. Bailey and Person (1983) measured on 39 factors, spanning from “top
management involvement” to “precision.” All of these factors and attributes funnels down to
the behavioural intentions of the individual.
The development and application continued for TRA and TAM into areas such as the prediction
of product purchase (Warshaw, 2018), internet banking (Alsajjan and Dennis, 2010), software
utilization (Dishaw and Strong, 1999) and electronic commerce (Pavlou, 2003). Broadly
construed, TAM also shows robustness in different cultural contexts (Legris et al., 2003).
However, it still warrants caution towards the prevalence of different values in the organisation
that could influence the study (Hofstede, 2001).
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Davis et al., (1989) derived that individuals demonstrate a higher willingness to use a
technology they believe will facilitate their job performance. Therefore, if the technology has a
system that is too hard to use, the potential performance benefit can be counteracted. Perceived
usefulness (PU), is defined by Davis (1989, p. 320) as "the degree to which a person believes
that using a particular system would enhance his or her job performance." The new technology
must exert a possibility of being used advantageously. Perceived ease of use (PEOU), is defined
by Davis (1989, p. 320) as “the degree to which a person believes that using a particular system
would be free of effort.” The definition of effort Davis (1989, p.320) uses “is a finite resource
that a person may allocate to the various activities for which he or she is responsible”. This is
an application from Radner and Rothschild´s (1975) research on managerial levels on effort
allocation on various activities. Davis’s (1989) original model illustrates the relationship
between input factors and outcome factors which is presented in figure 2 below.
Figure 2. Davis (1989) Technology Acceptance Model (TAM)
PU has shown a stronger impact on attitude towards actual using, ergo, Actual system use (AU),
than PEOU. However, PU and PEOU together is emphasised as the most important factors for
determining AU (Legris et al., 2003).
TAMs have been used in a variation of contexts and proven robust, even in different cultural
contexts (Ashraf et al., 2014), this to evaluate individuals’ acceptance of new technology and
system solutions. However, Ashraf et al. (2014) supplemented the model with trust as an
important factor. In this study I intend to complement TAM with trust to initiate an interactive
stance for acceptance of technology in users. In fact, Pavlou (2003) also made alterations to
TAM and tailored the model, used towards researching consumer acceptance within electronic
commerce, instead of the original workplace setting. The model Pavlou (2003) uses is depicted
in figure 3 below. Pavlou´s model includes trust as well as perceived risk as elements and,
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emphasise the central part uncertainty plays in increasing the transactional cost in institutional
practice Pavlou (2003).
Figure 3. Pavlou (2003) TAM complemented with the factor trust and perceived risk
In this study we will take this one step further and tie the model with not only trust, but also
practice. This study will invite TAM to work in tandem with the factors of trust and practice.
Thereby, engaging the users of technology and empower them with a framework to give input
to redesign the process in this implementation. This study takes the stance that recipients of
technology are active carriers, not passive receivers. We seek to extend TAM to couple with
factors and dimensions that could have favourable outcomes in understanding employee
acceptance and process challenges and opportunities. By extending the analytical model with
trust we reconnect with Bailey and Pearson´s (1983) concept of 39 factors, albeit this research
only entails one additional factor in the same format and level; trust.
TRUST
There has been extensive research and theories covering trust over the decades. The purpose is
to use trust as a conduit for creating acceptance. Frameworks such as formal and legal can be
set into place to solidify trust (Ring and Van de Ven, 1994). However, most scholars agree that
trust is a psychological state. In this study trust is assumed to be the antecedent to acceptance.
The user of new technology need trust in the artifact and process to accept the changes. Artifacts
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is described by Barley and Orlikowski (2001, p.146) as “a tangible solutions to a real-world
problems.” Broadly construed, trust has been defined in terms of cognitive processes and
thereby the perceived state of vulnerability (Kramer, 1999). Luhmann (2017, pp. 12–18) ignites
some of the dilemmas with trust, time and institutions by stating:
“to trust is to anticipate the future…The problem of trust therefore consists in fact that the future
contains far more possibilities than could ever be realized in the present and transferred into the past.
The uncertainty about what will happen is simply a consequence of the very elementary fact that not
all futures can become the present and hence become the past. The future places an excessive burden
on a person´s ability to represent things to himself…so it is not to be expected that scientific and
technological development of civilization will bring events under control, substituting mastery over
things for trust as a social mechanism and thus making it unnecessary. Instead, one should expect
trust to be increasingly in demand as a means of enduring the complexity of the future which
technology will generate.”
As a consequence, in its broad application, trust has found its way into extensions of TAM for
theoretical explanations of acceptance. Dahlberg et al., (n.d.) use a trust-enhanced technology
acceptance model (TOMI) to study consumer acceptance of different mobile payment solutions.
McKnight and Chervany (2014) dive into the trust typology with dispositional trust,
institutional trust and interpersonal trust to be able to measure the effect in e-commerce
customer relationships. Wu and Chen (2005) have coupled not only trust with TAM, but also
the theory of planned behaviour (TPB) to employ a thorough examination of the adoption of
online tax. Also, Gefen et al., (2003) chose to unite trust and TAM to study online shopping
behaviour. However, as similar as these research areas may seem on the surface, there is a clear
distinction between the future process automation of an airport and the online shopping process.
As Gefen et al., (2003) states, a substantial amount of consumers choose to leave their shopping
carts and the process in full, which is not an alternative for an employee within a work process. Further, Luhmann (2007) describes that in the world of today, with an increased number of
interfaces with other people, we have evolved from a holistic trust in the individual to now only
entail the area in which the person should be perceived as trustworthy. For example, within a
job description, expertise for only the job is required for being perceived as trustworthy,
excluding the individual´s other qualities. Additionally, systemic trust is a cornerstone for our
civilization to reduce complexity and increase trust (Luhmann et al., 2017).
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Kramer (1999) concludes that the presence of distrust in an organization is a common and
recurring conundrum. In particular, both distrust and suspicion are triggered by a perceived lack
of confidence, motives of genuineness or insincerity. Trust´s ability to influence perceived
interactions and processes have warranted its presence into various fields, as both an antecedent
as well as a consequence of behaviour. Morgan and Hunt (2018) underline the value of trust for
marketing theory and practice with reference to the importance of achieving effectiveness in
our social organizations. In particular, they show how trust impacts relationship commitment,
uncertainty, functional conflicts and cooperation.
PRACTICE THEORY
Practice is a living process and constitutes of all the actions that is present in organisations and
institutions. It is used in this study to articulate the stream of actions within a process. Those
actions are carried out actively by employees by their choice. To develop acceptance and
harness the challenges and opportunities they see, we need practice as a framework to
understand the employees empowered position. Institutions are built and reformed by these
actions continuously (Lawrence et al., 2009, p. 284). In fact, Nyiri and Smith (1988) argue that
practice is composed by our endeavours. The interconnection between our practices are the
cornerstones for stability and change. Turner (1996) formulates the notion that practice is a
phenomenon that is not limited to the individual, but rather persists in time. Nicolini (2013)
argues that the actions of actors can have unintentional consequences in the practice. In doing
so, the carried-out practice can have a disordering effect instead of the anticipated reproduction
of actions, thereby further mis-reproducing structure. In this study we want to acknowledge that
the employees have the power to act on their own and reproduce the action they see fit. It should
not be taken for granted that the employees initially accept the new processes without hesitation
and initial resistance. It is at the practice level, micro level, that this system builds and
accumulates what becomes the structural conditions. All practices are interdependent and
persist in relationship of reciprocity; while practices are always inherently unique and situated,
employees are also connected to social life both locally and, potentially, globally.
The contemporary theories of practice constitute multiple theoretical approaches. In this,
Nicolini (2013) argues that practice theories can offer new ways of understanding and
explaining social and organisational phenomena. Moreover, Nicolini (2013) describes that all
practice theories stand on the bedrock of activity, performance and work in the formation of all
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aspects of social life. Thereby, it encompasses one´s daily work and how one chooses to interact
with colleagues, support functions as well as technical artifacts. Behind the seemingly durable
structure of society, there is always someone’s work and effort.
"The objects are actively participating in both producing and perpetuating the activity of conducting
the activity. Objects thus both participate in the accomplishment of the practice and make this
accomplishment durable over time" (Nicolini, 2013, p. 4).
Practice theory frames the relationship between the individual agency and the agent. The actor
is a carrier of the practice in the sense that one carries the social practice but also carries out
social practices. Nicolini (2013) continues with concluding that all practice theories create
space for the initiative, creativity and individual performance. Performing a practice is seen as
adapting to new circumstances and is neither mindless repetition nor completely new behaviour.
Discourses can become a part of the practice but are not seen as enough to explain the world
one inhabits. In fact, interest is a constituent in practice-based approaches and emphasizes the
importance of power, conflict and politics as constitutive segments of the social reality we
experience (Luhmann et al., 2017; Nicolini, 2009). Practice puts people (and things) in place,
and it gives (or denies) people the power to perform actions.
A practice-based approach suggests the basic unit of analysis for understanding organisational
phenomena are practises, not practitioners. Practice theories do more than describe what people
do. Practices are meaning-making, identity-forming and order-producing activities (Chia and
Holt, 2006; Nicolini, 2009). Material and discursive work practice theory suggests that
organisations and institutions are made and remade (Lawrence et al., 2009).
Practice can be understood through tradition and community and arguing that practice is
understood and sustained by a community and is nothing new. Nyiri and Smith (1988) argue
that practical knowledge cannot be translated into words. It is locked in the process itself. As a
consequence of its pre-verbal and personal nature, it serves as a foundation for much of what
we believe to know. Practical knowledge can be allocated through custom, institutions, and the
processes of handing down a tradition. Tradition can be seen as a routine of actions and practice
within a group or organisation. The locus is the transmission of practice and a process of social
learning. The practice is then reproduced through processes of active engagement and the
inclusion of the actor within a specific community (Nicolini, 2013). As a consequence, practice
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is what we do, not what we should be doing. Thereby practice does not take into consideration
structural flaws that lead people to act in contrast to regulations or standards.
LEGITIMATE PERIPHERAL PARTICIPATION, LPP A learning process stemming from the apprenticeship tradition is the mechanism of “legitimate
peripheral participation” (LPP) (Nicolini, 2013). LPP argues against the notion of learning as a
socially structured process by which one absorbs practice and is absorbed into practice. The
underlining argument for LPP are the processes by which the learner engages in ongoing
practice and its social process entails partial responsibility of the end product. With this process,
the actor obtains access to expertise in the ongoing practice (Lave and Wenger, 1991). LPP has
an emphasis on the sociality that grows around the ongoing practice and therefore identifies
learning as a social process containing a sense of inclusiveness, engagement and developing
identities. LPP is emphasises in this study due to the implementation of a new practice, which
calls for a learning process, both into adoption of new process as well as understanding the shift
in practice.
LPP emphasise the involvement of new arrivals in the practice as they acquire increased
competencies. Lave and Wenger (1991) argue that for something in practice to reach the status
"legitimate," it needs to become an effective and recognizable part of an activity. For learning
to occur, the actors need to engage in the process and become a stakeholder in the ongoing
practice. Subsequently, LPP argues that learning is both a condition for membership and is itself
an evolving form of membership corollary to the notion that "identity, knowledge and social
membership entails one another" (Lave and Wenger, 1991, p. 53). Nicolini (2013) explains that
LPP has its focus on finding what sort of social engagement provides the proper conditions for
learning and not on the cognitive processes of learning.
With both LPP and practice theory, it creates a framework for connecting TAM and trust to the
employees´, practice and process within an organisation. TAM and trust have focus on the
individual level. By coupling it with practice theory and LPP to emphasise that connection to
the process and organisation. The employees´ acceptance towards automated vehicles does not
exist in a vacuum. On the contrast, it exists in an everchanging active interplay between
individual and organisation.
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ANALYTIC MODEL – Theory of Automation Process Acceptance, TAPA Engaged scholarship gives the study the opportunity to combines theories and use multiple
methodologies. Orlikowski and Barley (2001) emphasise the need for the exchange between
information technology and organisational studies. In their article, the authors point out that
within organisational studies the technology, the artifact, is often handled as a constant without
any chance of alteration. There is a lack of interest from organisational research to take the
material properties into account and ask, “What works?” and find practical solutions, which is
a driving component in information technology research. Leonardi and Barley (2008) explain
that the oscillate pattern of swinging between the material and the social creates a theory for
technology and organisations. Further, they funnel the argument down to the notion; it is all
about creating an accurate presentation of how people work. There is the palpable intersection
between the social and material for human endeavour, and furthermore is the focus of this
analytic model. Hogarth (1987) describes human judgement and choice as intuitive, and how
the person´s judgement will lead up to the outcome. Predictive judgement holds value for
decision making and this model seeks to adequately capture this process and its potential
impact.
The theory of technology acceptance, trust and practice holds fundamental importance to study
change in work stream processes. TAM creates a core by which trust, and practice is applied as
extensions to support legitimacy for this study. The purpose is to pursue understanding, not
only of the employees, but also what keys the organisation holds to unlock an effective process.
The technology acceptance model displays the cornerstone components for understanding how
actors can perceive new technology and how to reach acceptance. The factors perceived
usefulness and perceived ease of use will be used as an instrument to capture the attitude
towards this system change. Therefore, it will facilitate the process of understanding how to
increase acceptance for future implementation.
Trust is the first extension to TAM in this study. With recurrent active interactions within the
organisation and its processes, there is a great value for its efficacy to secure high levels of trust
for this new process. In doing so, trust could work as a conduit for taking actions to ensure a
strong sense of responsibility for the process, from the employer side. Moreover, trust exhibits
functions to bridge TAM and practice theory. In particular, it is measured on an individual level
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similar to TAM and then carries that effect into the practice process, thereby extending the
purview to an organisational level.
Practice as tradition and practice theory are used to display the complexity for understanding
what structural changes will be needed for an implementation of automated vehicles to work
seamlessly with the employees in the groups directly concerned. Practice contributes with tools
to understand the human diversity in acting, reacting and interacting with one´s environment
and groups. Conversely, an understanding for how practice is created and re-created within
groups and between individuals is crucial for this exploratory research encounter. Practice holds
the key to what actions the employees will perform in the Theory of Automation Process
Acceptance model (TAPA) used in this study, see figure 4 below.
Figure 4. Initial Theory of Automation Process Acceptance (TAPA)
To investigate acceptance, challenges and opportunities in implementing new technology
there is no simple solution. By creating a framework which holds both the employee´s active
role as well as the process and organisation, we hope to capture an accurate view of the case
with its research questions.
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3 To tell about acceptance and process – methodological concerns This chapter describes the method chosen for analysis and how engaged scholarship has
supported the process. Interpretive sociology and micro-macro integration are presented first
followed by the research strategy and design. Thereafter followed by a description of the case,
population and sample, and finally data collection.
INTERPRETIVE SOCIOLOGY AND MICRO MACRO INTEGRATION
This study warrants the tools to interpret acceptance for the employees in the five sub-units on
individual level as well as the process on a practice level. Therefore, a section now follows with
a background in interpretive sociology and micro-macro integration to argue for the method
approach needed. With theory spanning from individual to organisational level, the method
chosen will to take that into consideration. One of the most important areas of interpretive
sociology is symbolic interactionism (Marsh, 2006, p. 65). Behind the idea is that what
influences people´s behaviour most is how other people treat them. It is focused on a micro-
level of social life as starting point, moving towards the full societies are the end result.
Interpretive sociology often focuses on everyday life and processes more than meta questions
with aims to find general explanations for a whole society. By understanding how social
interaction occurs, symbolic interactionism tries to understand how social order is maintained
with an emphasis on how individuals interpret their surrounding processes and how they choose
to respond to these interactions. Marsh (2006) posits that interpretive sociology views human
behaviour as voluntarily actions made from conscious decision making. This decision making
is derived from how individuals interpret situations. This idea transcends the study and the
analytic model which uses the same interpretation for the empirical analysis.
Symbolic interactionism emerged in the 1920s and suggests that human interaction is different
from that of other animals due to its use of symbols. These symbols attach meaning to language,
where language is seen as a series of symbols. The “self” is one of the key areas of this
perspective, where the concept of self is only meaningful in reference to other´s selves (Marsh,
2006, p. 66). In this same concept, Goffman (1990) views the world as a stage where all
individuals play roles, and their behaviours are performances put on for others to spectate.
Individuals in different roles carry different expectations and behaviours; parent, child, student,
teacher, employer, employee. The motivation for individuals is to gain as much information
possible about the situations they encounter, and with the absence of this knowledge,
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individuals need to make assumptions and predictions. In this study the assumptions and
predictions employees make about future practice and process are crucial to discern the
challenges and opportunities presented. Marsh (2006, p.69) approves of this vision of symbolic
interactionism, noting, "the dramaturgical analogy does contribute to our understanding and
analysis of aspects of everyday life.” The interpretation of a situation is crucial for
understanding why individuals exercise thought in a certain way, and their actions and
interactions are the building blocks of groups (Ritzer, 2008, p. 231).
In the 1980s, micro-macro theory aimed to create a linkage between micro and macro theory
within sociology that had been absent (Ritzer, 2008, p. 375). This study aims to take advantage
of that linkage when interpreting the empirical findings on both an employee level as well as
on a practice level. Ritzer (2008) argues for his theory and model of micro-macro integration
by proposing that one cannot study micro-macro issues without the objective-subjective
continuum. With these four levels of social analysis, one can study issues with an inter-
relational approach.
The macro-objective level involves large-scale material realities such as society, bureaucracy, and
technology. The macro-subjective level encompasses large-scale nonmaterial phenomena such as norms
and values. At the micro levels, micro objectivity involves small-scale objective entities such as patterns
of action and interaction, whereas micro subjectivity is concerned with the small-scale mental processes
by which people construct social reality. Each of these four levels is important in itself, but of utmost
importance in the dialectical relationship among and between them. (Ritzer, 2008, p. 377)
The figure 6 below depicts Ritzer´s (2008) model of how the different levels interact with
one another and how the levels impact the other levels in a process, organisation and society.
Figure 5. Ritzer (2008) Interactions between different levels.
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Actions on a micro level will not have direct consequences on a macro level, but can over time
create public issues if it troubles a larger amount of people. Ritzer (2008) argues that when
micro level issues aggregate it creates public issues for society. Therefore, the TAPA model
would like to keep awareness to the individual´s power to affect the outcome of the
implementation for better and worse. This creates an opportunity to collaborate and engage with
the recipients of the automated processes to create a process with high levels of acceptance.
RESEARCH STRATEGY AND DESIGN
Challenges within the implementation process of an automated vehicle have not received much
attention in research. Limited research has investigated the agent phenomenon and how humans
perceive trust and fairness encountering artificial agents (Dignum, 2018). Therefore, an
abductive research approach is suitable to be able to bridge practice theory and key concepts
such as trust, knowledge transfer and acceptance within the evidence found in the data. It
provides the research tools to analyse the data with the hermeneutic circle at close hand, a
dialogue between the data and understanding (Bryman and Bell, 2015, p. 27). Alvesson and
Kärreman (2007) argue the value of how we perceive relationships between theory and the
empirical material. They highlight the possibility empirical material has to illustrate theory and
facilitate critical thinking. The focal concept is problematisation, which opens up new
possibilities and thereby prompts rethinking and developing the underlying theory. Alvesson
and Kärreman (2007) emphasise the need for mystery-focused research. This research hopes to
explore this phenomenon by letting empirical material inspire the problematisation of a
theoretical idea. This research is exploratory in order to take advantage of “the art of being
curious at the opportune but unexpected moment. It is an art that is as old as the most primitive
science” (Merton et al., 2004, p. 210). Alvesson and Kärreman (2007, p. 1266) emphasise that
the empirical material works as an anchor for the theorisation “in specific claims about the
object under study, thus prohibiting arbitrary ideas from being put into play.” Asplund (1970)
argues that the creation process is enhanced by using empirical data to make an argument rather
than as the absolute result in a debate between various theoretical standpoints. Moreover, the
engaged scholarship methodology has been used to create active interaction between the
research and the organisation (Van de Ven, 2007).
This study on the context for which implementation of automated vehicles is set is constructed
as an exploratory study to successfully be able to identify key areas of challenges for the
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implementation. The case is defined as the work units in which the vehicles are considered to
replace in the future, with a main focus on the field department and ground handling. The
boundaries of the case are set up to just contain members of the field and ground handling
divisions of the airport. The data collected from other areas adds context and provides
exploratory width. There will be no possibility to draw statistical generalisations from this type
of case study (Yin, 2014, p. 37). However, as Yin argues, an analytic generalisation can be
compelling. By holding an ideographic approach, this case is chosen for its potential to
elucidate, in greater depth, the challenges this technology faces in the eyes of the people
working in the units directly concerned (Bryman and Bell, 2015, p. 68). Subsequently, this case
holds value for possible analytic generalisations.
For this study, an embedded single-case design was chosen to be able to drill down to the
specific revelatory case. The embedded single-case design gives the study the opportunity to
observe and analyse phenomena with attention to units with different sub-units. The two chosen
units are the field division and ground handling, specifically concerning the automated snow
plough vehicle and baggage truck. In total, there are five sub-units following under the two
main units: GH administrative positions, field division administrative positions, snow plough
leaders, snow plough drivers and loadmasters.
DESCRIPTION OF THE CASE The case investigates how the future implementation of automated vehicles at Bromma airport
will affect the airport’s employees and processes. Bromma airport is the developmental airport
in the Swedavia corporation, comprised of 10 airports in Sweden from the north to the south.
Swedavia are investigating the opportunity to replace its vehicle fleet with automated vehicles.
This study is part of a Vinnova project to accelerate technology implementation at the airports.
The two vehicles focused on are PSBs, plough sweep and blower machines, and baggage trucks.
The aims are to focus on how to increase employee acceptance and how process challenges and
opportunities are viewed from an employee’s standpoint. The vehicles are used by different
divisions; PSBs are a part of the field division and baggage trucks are a part of ground handling
(GH). By identifying the challenges and opportunities towards reaching employee acceptance
there is a aspiration to create processes that are satisfying for the employees and to secure future
quality in the processes. High quality is an antecedent for security which is crucial in the airport
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business where miscommunication or faulty processes can have fatal outcome for employees
as well as travellers.
The field division
The PSBs are driven in a convoy of 8-9 vehicles, with snow leaders in cars assisting them in
the process and keeping contact with the tower. The snow leaders drive friction measuring cars
and operate the equipment which measures contamination on the runway. The Road Weather
Information System, RWIS, is an important support for the snow leaders to monitor runway
conditions and is used as support for deciding when to sweep or plough the runways and also
if any formate is needed. Formate is an alcohol used to lower the freezing point on the runway
and is distributed after snow ploughing to prevent the runway from re-freezing as fast as it
would otherwise. In figure 7 below the area around Bromma airport is visible. The blue area is
the landside and the green area is the apron area, finally the dark grey area is the manoeuvre
area. The manoeuvre area can be referred to as runway or taxiway by the respondents. It is in
total 437000 square meters that is prioritised for maintenance and service from the field
division.
Figure 6. Prioritised areas for maintenance at Bromma Airport.
The ground handling division
The baggage trucks are driven by a ground handling worker, and usually two people will share
one baggage truck in order to service one aircraft. One aircraft is serviced at the time. The
ground handling employees’ wave in the airplane to the stand. They also take care of service of
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the aircrafts after landing and before take-off. Service includes refurbishing of water tanks,
cargo loading and anti-icing processes to lower the freezing point of water.
DATA COLLECTION
The study builds on one main empirical data source, interviews. These interviews have
subsequently been used to collect data about how the employees perceive different aspects of
the implementation of automated vehicles. This study thus combines data from different work
units and departments to cover as many potential aspects as possible in order to draw
conclusions about the work unit´s variations in perception. This creates a broader qualitative
understanding of opinion, arguments and motivation.
The following section describes the empirical material collected for this thesis. The order in
which the three main focus groups, field, safety and ground handling, are presented represents,
mainly, the order in which interviews have been conducted. All interviews were conducted at
Bromma airport, a Swedavia Airport, in April 2019. A total of 21 interviews were conducted
with 22 representatives, visible in table 1, further below. All the interviews have followed the
same case protocol, focusing on what the representatives do, how they perceive the
implementation of automated machines, and their concerns and objections.
First, I made a pilot study in February 2019 where I visited the different units and made it
possible for employees to be aware of the study. In this setting, I was able to try different angles
and adjust the protocol later used in the case study. This period allowed me to observe the
setting of Bromma airport and learn about the challenges it faces with automated vehicles. I test
drove the snow plough vehicles and observed from inside the snow plough when they were out
on runways. I rode the friction measuring cars with the snow leaders out on runways to
familiarize myself of their procedures. I participated in product presentations in order to observe
the attitudes and comments raised during those sessions. I was given a fundamental
understanding of the new RWIS system, which assists the field department in their work of
controlling the runway temperature and contamination frequency. Additionally, I was given an
overview of the meteorological equipment and the communication channels used by different
units. The aim of the pilot was to facilitate the triangulation of data collection, even though only
one data collection source was used.
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In the first empirical portion, I conducted interviews with ten representatives from the field
department at Bromma airport. In table 1 below all the respondents are presented with work
description. The first interviews were with one senior snow leader, followed by interviews with
two individuals training to be snow leaders. These interviews were aimed at finding out how
different sub-units perceive the implementation of automated vehicles as well as their own
individual perception. To support the analysis, I continued with conducting three interviews
with representatives from the administrative side of the fields department and one
representative with a mixed background from the fire and snow department. Afterwards, I
conducted three interviews with snow plough drivers. Two of the snow plough drivers had a
ground maintenance task, in which single interviews were not an option.
The second part of the empirical study deals with the safety aspect of the implementation of
automated vehicles. Preliminary results from the first part indicated large complexity regarding
connected units. Thus, to be able to understand the relations between the units, I conducted
three interviews with three representatives from different safety areas. These interviews were
aimed at finding out how the different units, field and ground handling, work from an outside
perspective to be able to increase understanding before the last part of the empirical data
collection.
The third part of the empirical study focused on the ground handling unit, where I conducted
eight interviews with representatives from various positions within administration and with
loadmasters working with the baggage trucks. In contrast to the field unit, which has the three
sub-units (administration, snow leaders and snow plough drivers), ground handling only has
two sub-units, administration and loadmasters.
The population in this study is comprised of different divisions with a variety of processes. This
is meant to encompass all the aspects and risks of implementing new technology from different
angles. In doing so, the study conforms to Van de Ven´s (2007) advocacy for capturing the
process in a holistic sense. Moreover, this method creates interaction and negotiation between
the research and the case. Thereby, a larger net was cast to secure an adequately captured
description of the case. To capture the most viewpoints, this study has chosen as large a set of
interviews as possible given the time frame, thus being able to explore all given angles.
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Group Occupation
G1 – Adjacent operation
Respondent 1 Air traffic controller
Respondent 2 Safety and regulation controller
Respondent 3 Combined expertise within the safety department
G2 – Field operation, administrators
Respondent 4 Chief of division
Respondent 5 Head of personnel and training
Respondent 6 A snow leader with additional engagements within technology projects
Respondent 7 Chief of daily operations
Respondent 8 Combined position as work leader, fire fighter and snow leader
G3 – Field operation, PSB drivers
Respondent 9 PSB driver, undergoing training to become a snow leader next season
Respondent 10 PSB driver, undergoing training to become a snow leader next season
Respondent 11 PSB driver
Respondent 12 and 13 PSB drivers with clearance for other vehicles and maintenance equipment
G4 – Ground handling, administrators
Respondent 14 Group manager
Respondent 15 Ground handling manager
Respondent 16 OPC operator and coordinator
Respondent 17 Chief of process G5 – Ground handling, baggage truck drivers
Respondent 18 Ramp technician
Respondent 19 Loadmaster
Respondent 21 Loadmaster
Respondent 22 Loadmaster
Table 1. Population sample with work description
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DATA ANALYSIS The analysis has been made within the groups the respondent belongs to. It has a dual purpose,
both to cover the individual´s identity and look for consensus or divides within the group. The
analytical model with its theoretical variables used were used in the interviews and guided the
data analysis. First a primary analysis was made after the pilot study to assess if any adjustments
were needed. When no such reasons were found, the case study continued, and the main data
set was collected. This data set was also analysed by first being divided into groups, and within
groups, divided into the concepts of employee acceptance and structural challenges and
opportunities. These concepts have been analysed within the theoretical framework with a focus
on trust, attitude, perceived usefulness and perceived ease of use.
In the empirical findings it will often be described that the respondents feel a need for
something. The word need will be analogue to Turner´s (1996) argument that need implies
necessity. Thus, without one´s need satisfied, displeasure and tension is created.
QUALITY OF THE STUDY
This study strives to have the highest quality within the given means and follows the four ethical
principles emphasised by Bryman and Bell (2015, p.134). Firstly, to do no harm to the
participants. By keeping the interviewees’ responses confidential and making compound
groups, this study has taken precautions to hinder any user of this data to single out a specific
respondent, thereby not putting stress on the respondent concerning career risks. No physical
risks have been involved.
Secondly, no lack of informed consent. Prior to the interviews, the respondents were asked if it
was acceptable to be recorded. They were all verbally given the information that the recording
was a means to capture all that was said, but only used for transcription purposes and would
not be presented to academia nor Swedavia. The respondents then had a chance to negate these
terms and would not have had any sanctions if such negation occurred.
Thirdly, no invasion of privacy. The questionnaire used for data collection was semi-structured
to give the respondents the choice of how detailed they would like to be on their own terms.
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Fourthly, no deception. This study has no gains by trying to deceive the respondents. The
respondents knew beforehand that this study was going to take place and the motives behind it.
The management was very clear in informing all personnel who I was and what my purpose
was. The questionnaire was also made to cut to the core questions without any risk for
deception.
TAM has been used to measure correlation in a quantitative manner. However, to study
acceptance and process challenges this study have chosen an exploratory method. In doing so,
to within this limited amount of time try to unearth as many dimensions as possible towards the
mechanism of acceptance and practice.
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4 Employees perception of automated vehicles In this chapter relevant data is presented to adequately capture what develops employee
acceptance and what process challenges employees believe there to be. The data will be
presented clustered within its subgroup and then divided towards “acceptance” and “process”.
ADJACENT OPERATIONS – SAFETY OFFICERS AND AIR TRAFFIC CONTROLLERS (G1)
The sample from adjacent divisions is comprised of three interviews. These interviews were
completed with one air traffic controller, a safety and regulation controller and one respondent
with a combined area of expertise within the safety department. The respondents work full time
at Bromma airport and interact daily with both the field department and ground handling.
Employee acceptance
All of the respondents are sceptical to the implementation of automated vehicles. They express
a need for increased trust in the vehicles, and the risk generated without a driver directly
responsible for its actions.
“It feels more reliable with a driver driving the vehicle than that it would be travelling alone, what if the technology malfunctions, then there would be no one to catch that if there is no driver.” – Respondent in G1 “It is rather complex. I believe that it will be the hardest to make it happen on the manoeuvre area, to have automated vehicles there because nothing is structured. Then all other must adapt to the automated vehicles.” – Respondent in G1
Acceptance increases when there is proof that the vehicles actually work in the complex
environment the airport encompasses. As a counteractive measure to the lack of control,
respondents point out the need for restructuring to add safety. The respondent’s express
uncertainty with not having employees behind the steering wheel of both the PSBs and the
baggage trucks. They want to know who will be responsible for automated vehicles and catch
errors in performance. However, one usefulness with having automated baggage trucks is that
they would respect the safety regulations and follow the rules set out.
“Inform about it, how the technology works, what safety nets are built into the system, that is also one way to increase the acceptance.” – Respondent in G1
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“By proving that it is safe to operate, by test running it to the greatest extent without any errors occur, then acceptance would be possible.” – Respondent in G1
One respondent expressed a usefulness that all respondents also mentioned, the reduced risk for
human errors, specifically those that could lead to runway incursions or damage to systems or
structures. Especially for the PSB vehicles, which every winter damage lights on the runways
and a variety of other structures. Trust will come with a process that compensates for the
observation that there will be fewer eyes monitoring the runways and manoeuvre area.
“…yes, one could say that a safety aspect is removed, the human factor is averted, decreased risk for the vehicle to make error. So, there are also benefits.” – Respondent in G1 “It is not waterproof, but there are so many people on the manoeuvre area and foremost on the runway, so other risks have a significant chance of getting caught early, in winter. There are also a lot more FOD on the runway in winter.” – Respondent in G1
Another area of usefulness is that it would be easier to make follow-ups on the vehicle and how
it has been performing. Today, when follow-up is performed on the driving of vehicles, it is
easy for the drivers to deny any damage or misuse of the vehicle. Thereby, the damage can be
salvaged, but not the cause.
“It would be so much simpler and in the same time so much more complex…it will facilitate to handle a vehicle that makes errors than an employee who makes errors and claims there was no mishandling of the vehicle.” – Respondent in G1
The respondents point out that it could be hard to reach acceptance at the ground handling
division due to the challenges ground handling would face with the implementation of
automated baggage trucks to meet their tight time frame. The potential savings in labour
operating the vehicles is mentioned as a motivating factor on both PSBs and baggage trucks.
Process challenges and opportunities
Foreign object debris, FOD, frequently occurs on the runway. To be able to combat the issue,
respondents express a need for complementary structures when there will be fewer employees
with the means to observe and detect FOD. It is crucial that the runway is scanned for FOD
continuously, and there has been no incentive to make a framework for who, where and when
this task should be performed. Up to this point, it has been a shared responsibility.
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“Everyone understand that it is because of low maintenance, but small objects get loose, products of plastic, bolts, screws, gas caps…Yes and some aircraft components, but that’s not what we are talking about here. And also, larger plastic components such as battery protectors and such.” – Respondent in G1 “It is just a positive side effect I get, it is nothing I specify employees to do. But the fact that there are many eyes out there increases the possibility to detect…The surveillance of the snow maintenance process will have demand for increased safety when there are no humans performing it. Because humans can watch, you and I have not been driving PSB for so long, but when you have some 100 hours, you get pretty bored, and as a consequence you react to everything that stands out quite easily.” – Respondent in G1
With the implementation of automated baggage trucks, the respondents pointed out that the
business model used in ground handling could be threatened. With the baggage handler
responsible for meeting the scheduled time today, leeway is given and safety rules are bent.
Today baggage trucks are in a position to drive faster than the speed limit around aircraft. In
fact, they also drive closer than the regulated distance between themselves and aircraft. In
particular, to be able to meet the tight time frame they therefore not always abide by the rules
to give way for aircraft at crossings and other designated spots. Automated baggage trucks
would be controlled to travel not closer to the aircraft than regulated and not faster than
regulated; subsequently, it will be challenging for ground handling to meet their clients’
demands.
“Yes, the baggage truck process will be affected, I am convinced, it will be hard to describe on paper. The PSB process, in the long run I don´t think it will be influenced overall.” – Respondent in G1 “Regarding this I am very positive, a synergy effect of a project like this, one problem we have is that the baggage trucks are driven to fast. The airport has regulations that states that closer than 15 metres from a parked aircraft one has a speed limit of 15 km/h, which is extremely easy to program a self-driving vehicle. The issue is with employees, they drive too fast and too close to the aircraft. The baggage trucks are bound to the manoeuvre are, the PSB is worse, they are everywhere, and also on the manoeuvre area.” – Respondent in G1
The need for control over the vehicles, the vehicles’ location, and the route should be developed.
Today there are no GPS devices in the vehicles, in contrast to Arlanda airport. When aircraft
land, the air traffic controller will give instructions to which stand the aircraft should be
transported, but the exact route is not predetermined. Therefore, the pilot will take the route
most suited to their needs. In doing so, today´s baggage handlers must predict where the aircraft
is going and which route, and the coordinator and air traffic controller cannot detect the location
of the baggage trucks on the manoeuvre area in absence of visual confirmation. The respondents
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express a need to have a shared system and protocol between different departments with the air
traffic control operation included.
“The tower does not have any demands for how the aircrafts taxies on the manoeuvre area, it is one´s own responsibility. They just say which stand they should taxi to, stand 30 for example. But how the taxi there is often quite unobstructed. Then, if an aircraft is on its way to turn around, both the PSB and baggage trucks need to hold off, and in the same time you can have an aircraft approaching from taxiway Yngve. Then you need to wait. At the same time, you have the next aircraft waiting to start. How do you solve the situation?” – Respondent in G1 “There will be fewer observers, with some prejudice I believe that one will have poorer check-up frequency on the vehicles. It is also …the part with the positive human factors. For example, if the air traffic controller makes a mistake, there is a chance for a runway incursion scenario. And the PSB convoy ready to enter the runway for a sweep and the people in the tower say PSB convoy ready at Yngve 1, enter the runway and at the same time have they by accident cleared an aircraft on its final. However, the PSB convoy observes this, they know even before they talk to the tower, they have observed the aircraft. It is possible to combat with technical solutions, but it´s harder to handle.” – Respondent in G1
In fact, a shared system facilitates quick information updates. One example is if the weather
shifts and the frequency of the rounds the PSBs are performing changes. Air traffic control
operations, due to the regulatory protocol, must ask for approval every time the PSBs sweep
and/or plough the runways. Another example is the need to be able to act quickly if a mayday
call is coming in and the runway needs to be cleared immediately to prevent runway incursion.
To build trust for the respondents, systems should be built for these types of events.
With the airport built on an old seabed, the foundation is shifting and makes it challenging to
make the runways completely flat. The respondents argue that the automated vehicle needs to
be able to handle an imperfect surface and be able to adjust for that. Additionally, there must
be easy ways to report to the automated vehicle operators which areas of the manoeuvre area
or runway will be closed off for repairs or swift updates. Respondents showed concerns
regarding the uncertainty in how this information will travel between departments and what
happens if there is miscommunication.
“I know that interaction often is necessary between the driver and the vehicle, so it is plausible there are a significant amount of special-made solutions one needs to take into consideration.” – Respondent in G1
Respondents expressed concerns regarding how the counting of luggage will be performed
when the baggage trucks are automated. How will the organisation verify that all the baggage
is loaded on the automated truck? On the baggage trucks used today, one side is open to make
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it easier to load the trucks. Concerns were raised, such as: who will detect if baggage falls off
the wagon? Some baggage’s plastic surface makes them prone to sliding off the baggage trucks
if it is loaded to its maximum limit.
FIELD OPERATION – ADMINISTRATORS (G2)
The field operation sample from the administrative department is comprised of five interviews.
These were done with the chief of the division, head of personnel and training, a snow leader,
chief of daily operation and one with multiple areas of responsibilities such as snow leader,
firefighter, work leader and PSB driver.
Employee acceptance
The respondents believe the attitude is more positive on the management side than the PSB
driver side. Moreover, respondents express a usefulness in not needing to recruit every year,
thereby saving time in daily operations and increasing reliability. There are strong beliefs that
the quality of the snow removal procedure will be more predictable and efficient in an
automated process than it is with PSB drivers. All of the respondents brought up the human
factor and their relief at its removal, or at least a decrease of it. It was recognised that the human
factor will be present with automated vehicles, but at that point it would move up to the snow
leader level.
“The driving routine will stay the same. However, the start and stop will be awesome, and with the distance between the vehicles constant. In combination with other systems it will be able to curb environmental impact, unnecessary driving. Less idling, everything gets more effective. So from an environmental standpoint and process perspective, decrease in fuel and chemical costs which is positive.” – Respondent in G2
“We will be able to cut a significant amount of time and gain reliability.” – Respondent in G2
The main areas of concern are to what extent the technology is safe in practice. This includes a
question of what will happen if it does not work according to the set instructions, as well as
other issues regarding control. Also, the uncertainty of when this implementation is going to
happen was perceived as an important factor towards creating acceptance.
“There is a general distrust towards these apprehensions such as; how will the vehicle respond to a human jumping out in front of it? Will it be able to stop in time? One is worried. And what if they break down? What will happen then? Will it just take off and drive away? Who will toll it away if there are no people?” – Respondent in G2
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All of the respondents’ acceptance is contingent on factors of age. In fact, the respondents note
that employees’ willingness to accept the automated PSBs was dependent on the employee’s
age. All of the respondents point out that the employees that express the highest hostility
towards the new technology and automation are in general older, with some exceptions. Some
of the respondents also linked the employees’ interest in technology as a factor to which extent
the employees would be willing to accept and be positive to this implementation.
“I think it has more to do with age than position, also those more involved with the automated programme will contribute to how soon they will trust it.” – Respondent in G2 “Two of my snow leaders barely have a computer at home…He is anti-technology, he is against everything like that. It is a shame when we are a developmental airport. In this position one should aim a little higher and try to broaden our horizon. It is not perfect from the start, but we are a developmental airport and those who do not like it can work somewhere else where there is a lack of development. So there are two camps, those who are interested and can see the progress and those who have decided that; this is not good.” – Respondent in G2 “In general, in all of the organisation I believe that 80-85 percent think it is just an inconvenience. It is our generation that gets it. Why would it not work? I think it is an innate fear of being replaced.” – Respondent in G2
To be able to trust and accept the automated vehicles, the respondents express that a long test
phase and implementation phase is both crucial and necessary. In this process, the employees
need to be familiarised with automated vehicles and understand how they respond and are
controlled.
“That the snow leader can try it out here. It is best to try it out here, maybe it is not good enough to have someone on the outside saying that it works. We have had so much equipment coming in, new, that is not functioning even if we are told it is clear to start using it, but no. There are then three weeks of back and forth between repairs and modifications before it can go in to the process. So, one wants to see, preferably here or at another airport with minimum traffic. For us working here to get to know how it works in snowy conditions.” – Respondent in G2 “I believe trust will increase if one does not observe anything extremely nuts, I think one will find the issues that can occur and attend to those issues before it is time to press the start button.” – Respondent in G2 “And the snow leaders want to know what they are going to do in different situations. What do we do when it all goes wrong, they say; We will have a panic button, you know? We will go to the pub and have a talk about it. It is always going to be a way out in every situation. We just need to come up with every possible scenario where it could go wrong, what do we do to avoid the machine from hitting an aircraft? When it does not answer to our requests. So, there is always a solution.” – Respondent in G2
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Process challenges and opportunities
Multiple respondents brought up the need for additional competence within IT to be able to
maintain automated vehicles. Many of the workers need to assist the repair shop with
maintenance tasks due to the shop’s lack of employees. However, with this new technology, it
will become harder for employees without a software background to service the machines.
Therefore, people with competence in software should train personnel to handle the most
common issues or be available on site when the airport is open and malfunctions may occur.
“That´s knowledge we do not have, we would need additional technicians. I know nuts and bolts, to change parts, but maybe in the future the errors and malfunctions will be computer based.” – Respondent in G2 “There is going to be a change in what we want, employees working here who can make small adjustments in the vehicles.” – Respondent in G2 “Definitely to have somebody on the ground with competence in the vehicles we acquire. So, we do not need to take the machines back to workshop and call Scania or Øveraasen or whatever to come here to make a special repair. We need people, knowledgeable people in place, definitively.” – Respondent in G2
Suggestions were made to restructure all other traffic with its timetables around the automated
PSBs’ schedules in order to operate an automated fleet of PSBs successfully in the manoeuvre
area with its multiple layers of traffic and vehicles.
“I believe there will be someone in the tower controlling the PSB convoy.” – Respondent in G2 “I think it will be great, when it is up and running on the runway. However, on the manoeuvre area I am concerned.” – Respondent in G2
All of the respondents emphasise the need for thorough monitoring of the automated vehicles
in the introduction phase, but also when they are up and running. Employees should be allocated
to handle the quality checks and daily maintenance of the vehicles, such as clearing them of
snow, fuelling and changing minor parts. Multiple respondents brought up the challenge to
make that service job of the automated machines interesting for the PSB drivers, who today
have a much more versatile job description.
“We need to monitor the vehicles and check that everything is up to date and correctly adjusted. Re-fuelling, change brushes, plough equipment. We still need to have the service.” – Respondent in G2
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“Now it is easy to find PSB drivers, it´s quite an exciting job. But maybe somebody who is going to maintain the vehicles, fuel them and such. That is not going to be such an exciting job.” – Respondent in G2
Furthermore, a process should be in place to detect vehicle malfunctions early. The respondents
point out that both the drivers of the PSBs today can detect abnormal vibrations and sounds.
Also, other PSB drivers can detect exterior issues on their adjacent PSB vehicles when they are
driving in convoy. All respondents display an understanding that PSB vehicles break down
often, both due to minor and major issues. Therefore, process changes need to be made to
combat the uncertainty regarding how procedures will be performed and by whom.
“That is an issue. What should we do when such a vehicle breaks down on the runway and there are no people?” – Respondent in G2 “But with the PSBs, like every season. Every single machine has some instances where they need some mechanical help or electronical. I do not know why, maybe they are much more complicated. Maybe they are not, they have not gone through so many years development as cars have.” – Respondent in G2 “Vehicles break down, it will be harder to detect on automated vehicles. First and foremost; what will happen when it breaks down. I feel that is the greatest impact.” – Respondent in G2 “Yes, information about the vehicles, not a day goes by without any vehicle malfunctioning. It does not need to be large defects on the vehicles.” – Respondent in G2
Another structural change pointed out is the need for more personnel in a snow leader position
to be able to handle the additional work of controlling the automated PSB convoy.
“We should control the sweeps, which vehicles is doing what, place formate, check how much formate you dosed out, how the contamination is, make your own assessment, check with RWIS. All this before starting a second lap, two phones, two radios and everyone shouting through all channels. Should one control the automated vehicles also there would be a handful. “– Respondent in G2
A majority of the respondents believe there will be a structural change, not only regarding the
competence needed at the field operation, but also because the total number of employees will
be smaller. The need for training and re-training PSB drivers will shift to only include snow
leaders. The PSB driver training for field operation is performed every year due to the need for
repetition and for the new winter season employees, and it will not be needed in the design and
structure it has today. The quick turnover of PSB drivers is highlighted as an opportunity to
change the competence demand in an organic manner. Also, one respondent pointed out that
the snow leader position will be more coveted with increased complexity in the role description.
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“We lose on average every season a third of our winter workers because they found other jobs or they retire.
There are good reasons why people leave or do not come back the next winter. It would only take five years
to completely lose the whole workforce.” – Respondent in G2
FIELD OPERATION – PSB DRIVERS (G3)
The sample from field operation with PSB drivers is comprised of four interviews. One of these
interviews is a group interview with two drivers. Two of the drivers are in training to become
snow leaders.
Employee acceptance
The respondents display a mixed attitude towards the new technology.
"I believe that in general, it is a small negative incline, it would have been more positive if it was possible to develop further before testing" – Respondent in G2 "Planes gets delayed among other things, there is a lot of movement, it can work, but I am very much sceptical to it." – Respondent in G2 "It feels too futuristic, too far away…It feels scary, not a hundred per cent" – Respondent in G2 “In general, I would say that it is typical for this time to try to simplify it all. I don´t think it would have surfaced if we had a higher average competence on the machinery, from the driver´s side.” – Respondent in G2
There is a sceptical attitude from all respondents in regard to the safety and security issues this
new process and technology entails. With increased movement at peak time, there is a lot of
different machinery and equipment out in the manoeuvre area. The respondents have a hard
time picturing a future with automated PSBs. In fact, those who are training to take on a snow
leader position are not sympathetic to the vision of them controlling the automated PSBs. Some
of the respondents are soon reaching retirement age. Subsequently, they do not feel threatened
by an implementation of automated PSBs, it will not affect them in their working life.
The low acceptance is depicted as a lack of trust in the usefulness of automated PSBs. Specially,
in regard to the flexibility of the process, depending on the qualities of the snow for example.
Interestingly, depending on the type of snow, the removal is performed differently and the
location where the snow will be gathered varies.
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Structural challenges and opportunities
“One worries about if the snow leader would control 8-10 machines, it is surrealistic to me I think.” – Respondent in G2 “Only the radio communication with the tower takes up a lot of time.” – Respondent in G2
Respondents display a need for a person to be close to the process and ensure that the vehicle
will not move into territories that could lead to taxiway or runway incursion. One suggestion
was to have two snow leaders in the car and an additional two people controlling the two parts
of the automated PSBs when the formation splits up to cover different areas. In doing so, the
snow leaders are able to keep track of any malfunctioning machinery and are directly able to
spot irregularities that could lead to larger damage on the machinery if not mended.
GROUND HANDLING - ADMINISTRATORS (G4)
The ground handling sample from the administrative division is comprised of four interviews.
These were done with one group manager, a ground handling manager, a combined OPC
operator and coordinator and a chief of processes.
Employee acceptance
All of the respondents are positive to some degree towards using automated baggage trucks. In
fact, they expressed strong beliefs in its usefulness; this would make the baggage handler´s job
function more flexible than it is today. Subsequently, relief was expressed towards not needing
to waste the employees’ time on driving the baggage back and forth over the airport. Instead, it
would increase usefulness by letting the focus be directed towards the service of the aircraft.
All of the respondents point out the release of stress it would be for the baggage handlers to
have those extra minutes, increasing the quality of the work environment.
“The technology must work; the acceptance will be super low if the technology does not work. We bought
four new de-icing cars for this season thorough Fordon, they have been broken all winter. They have had
malfunctions intermittent…there have been extensive software issues that creates mistrust for the technology.
So, if you change from the old technology, where a tube breaks, well then, we change it. But now the display
shows; error 4598. And nothing happens. You are stuck in the middle of a de—icing processes and there is
no liquid coming out.” – Respondent in G4
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One respondent emphasises that the interface and process for automated vehicles needs to be
simple, so the employees who are not technology-savvy will still be able to understand the
system. The same respondent points out that the framing of the implementation of the
automated baggage trucks is crucial. It is also important to spread information and knowledge
about what it will mean for the division and how employees will be affected to reach
acceptance.
“It is crucial that there are reference group meetings, that the division has to be part of shaping the
implementation.” – Respondent in G4
To be able to reach acceptance with the employees, the respondents express a unanimous need
for testing the system thoroughly to check off all the safety risks. Also, the largest safety risk is
the aspect of judgement when driving close to other vehicles. The baggage handlers exercise
their own judgement, and the respondents are not convinced what rules and judgement the
automated vehicle will follow. For now, there is the risk of human error when the baggage
handlers drive the truck and fail to give way to an aircraft. The testing phase would give the
employees time to familiarise themselves with the machinery and build trust in the process and
system’s use. If possible, the respondents would have higher confidence in this solution if they
could benchmark with some other airport that has been doing similar tests or implementations.
“A thorough test period to make the technology work. At least in 80 percent of the cases.” – Respondent in
G4
“I believe it is important to deeply establish knowledge about the process and inform employees to be able
to change mindsets. Already from the start engage employees.” – Respondent in G4
Process challenges and opportunities
The respondents display enthusiasm in the allocation of the baggage handler´s time. This
creates an opening in how to schedule works, which has usually been done in pairs of two
workers taking care of one incoming aircraft and assisting it until departure. With this new
structure, the respondent’s express openness to other alternatives.
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“We have short turn-arounds which is 20 minutes from on-block to off-block with everything included. They
need to connect all the equipment, load off all the baggage, load, collect, load on. There are long driving
routes here at Bromma…it would take six out of twenty minutes only to drive. So, if we had automated vehicles
ready by which we could send baggage to the arrival hall. We would be able to plan in a completely different
manner.” – Respondent in G4
With time liberated, the respondents express an opportunity to release the pressure on the
baggage handlers so they can prioritise the controls on the aircraft. Today that priority is not
as high due to the pressure to complete the baggage transport process. Furthermore, with
increased possibilities to service the aircraft, the respondents also added the opportunity to
perform water replenishment under the peak period. Today it is not always possible due to
limited time. With additional time, Bromma airport has the possibility to increase its capacity
to handle more aircraft without increasing staff.
“The whole structure, how we work becomes much more alive. For example, you would be able to have two
arrivals within a very short time span...we can look over how we work. Today we have a structure where you
have the arrival and departure of the same flight. But if it was possible to tie an employee to a task and not
so many different, it would be possible to have three arrivals just after one another. The employee can walk
from stand to stand and the driving becomes unnecessary.” – Respondent in G4
The structure for handling baggage transfers would be simplified and not take up any additional
personnel with an automated baggage truck process. Other challenges the respondents mention
was the infrastructure at Bromma airport. With automated vehicles, changes would need to be
made to guarantee security. The routes the baggage trucks take today should be redesigned for
the purpose of automated vehicle in order to combat the sceptical attitude regarding to what
extent the automated vehicle will give way for aircrafts.
“We would need to have surveillance over the automated vehicles, someone watching. We need knowledge
transfer so we feel we have trust in the employees handling the automated vehicles.” – Respondent in G4
The monitoring of automated vehicles was also brought up with the need for a coordinator
position. Thereby, the employee would oversee all activity on the automated baggage truck
side. With this new position, an extra layer of protection would mitigate collisions and other
safety issues in reference to automated vehicles. Moreover, with fewer employees observing
and passing the incoming planes, respondents express the need to have built-in flexibility. In
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fact, today that flexibility makes it possible for a baggage handler who sees a plane waiting to
be "waved in" to stop her activity and wave in the plane herself, even if it is not their designated
work description at the moment.
Furthermore, with increased complexity in technology, also increases the need to look over the
service and contracts with the manufacturers seriously. Today when there are issues with the
equipment and vehicles, there is a risk that the process of repairing the vehicle is too long, so
the employees are making quick fixes instead of doing it properly though the channels. The
correct way of handling malfunctioning machinery is through Swedavia Fordon and the
respondent expressed a stronger need for that process to be sound and reliable.
GROUND HANDLING – BAGGAGE HANDLERS (G5)
The ground handling sample from the baggage handler division is comprised of four interviews.
These were done with four respondents with similar job descriptions, all handling luggage, but
some having specialisations towards guiding aircraft in and out of the stands, working with de-
icing machinery, with some working more as a loadmaster and signalling the clearance of the
luggage.
Employee acceptance
All of the respondents depicted a positive attitude towards the implementation of automated
baggage trucks. “The whole loading process would be smoother.” – Respondent in G5 “One would be able to handle an aircraft or two more at the time, to have more traffic." – Respondent in G5 “It would be a less stressful workplace, that´s always positive. That is usually the way more mistakes are made, under stress and pressure. It would ease the workload.” – Respondent in G5
The respondents describe the future implementation as an opportunity to make the work process
more efficient, cutting time in the trucks transporting the luggage. The respondents express
frustration with the stress included in the transport of luggage within tight time frames and
limited ability to control the time it takes to travel over the manoeuvre area due to extensive
regulations of speed limits and the distance to aircraft the baggage trucks must keep. Further, it
would facilitate the handling of transfer luggage which at this moment is very time-consuming.
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Also, the respondents emphasise a demand for the automated baggage trucks to work
seamlessly due to the small margins in time the work process entails. It would require people
to cover for the malfunctioning machines with time they do not have today.
“It would be a liability instead of a tool. One must be able to trust that it is working, and be thoroughly tested.” – Respondent in G5 Process challenges and opportunities
The respondents show a positive attitude towards the use of automated baggage trucks, but also
see the potential uncertainties with new systems and want it to be tested at Bromma.
"One can believe it will be fantastic and then a small problem occurs which becomes a large problem because nobody knows how to solve it." – Respondent in G5 “If the truck will drive itself there, I still need to get there.” – Respondent in G5 “You must know exactly where it will travel.” – Respondents in G5 "If the baggage truck drops a package, it will not be able to pick it up. The baggage wagons used must be adapted, it could be a potential risk if packages are dropped and an aircraft is coming and there are no personnel there who can pick it up." – Respondent in G5 “The only negative aspect is that computers crash.” – Respondent in G5 Respondents display a need for testing on site, so the adaptation of the machines fit Bromma
airport and so people feel safe with knowing who is accountable and has knowledge of the
machinery on site. One respondent pointed out that even if the baggage trucks drives itself, the
workers still need to be able to transport themselves to provide service to the aircraft and other
tasks. With automated baggage trucks the respondents perceive that it is harder to know where
the baggage truck will stop and which route it will take. They would prefer some markings on
the ground to increase acceptance for the automated baggage trucks.
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SUMMARY OF EMPIRICAL FINDINGS
The empirical findings show that perceived usefulness (PU), perceived ease of use (PEOU) and
trust influence the willingness to adopt the new technology into practice. The TAPA model´s
consideration for the individual´s power to act within its role continues to receive affirmation
in the empirical data.
Interestingly, some of the factors brought up by the respondents align within all of the three
groups and all the five sub-groups. The respondents brought up the human factor as one of
them. In most cases it was brought up as a way of depicting the process change towards less
risk of negative human factors. However, in some interview’s warnings were raised for the
increased risk of information gaps when there is no window for human flexibly to step in. There
is a lack of trust towards the future quality control of the process. Another frequent topic was
how malfunctioning equipment, machines and vehicles today already make it hard to trust in
even more complex vehicles implemented in the future. Almost half of the respondents brought
up a demand for testing the vehicles and thereby familiarising themselves with the automated
vehicles as a step to acceptance.
A majority of the respondents brought up the need for the organisation to consider activities
and processes that will be altered with an implementation of automated vehicles. The majority
displays uncertainty regarding how these processes will be performed in the future. In fact,
respondents emphasise the importance of being a part of the process design and have
information shared with them in every step of the way to be able to accept these changes.
Another aspect frequently brought up is the shift in the demand for competence in the
maintenance and repair of automated vehicles. The vehicles used today have fewer electronics
and software installed, and most of the problems are visible from the outside, making it easier
for the drivers to understand what the issue is and also to perform basic repairs by themselves.
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5 Creating acceptance and process challenges to consider First, this chapter presents the empirical findings together with the Theory of Automation
Process Acceptance model (TAPA) and the literature review for analysis. In particular, it
focuses on what develops employee acceptance and what process challenges and opportunities
can be derived from the empirical data. Thereafter, this chapter will provide a detailed analysis
of the 11 factors which poses as opportunities to develop employee acceptance. Last, a couple
of additional aspects of the empirical data will be presented.
The first research questions set out to understand what process challenges and opportunities the
employee face with the implementation of automates vehicles. The second question investigates
how the organisation can develop employee acceptance. A theoretical framework of TAM,
practice theory and trust were merged to form the analytical model TAPA. TAPA has been the
tool and framework to investigate the case of Bromma airports processes. Specifically, the
processes which would have to be altered in the case of automation. While collecting the
empirical data, it became clear that the two research questions this study use had an underlying
connection. The solution to develop acceptance and solutions for the process challenges and
opportunities may have started as two parallel research questions, however ended up as an
intertwined empirical data set. The empirical data shows that; to develop acceptance, challenges
in the process should to be addressed properly and opportunities should to be harvested.
Thus, with the opportunities presented in the empirical findings it suggests that these
opportunities are not only able to assist to find solutions for process challenges, but also vital
for developing acceptance. The two research questions work from different standpoints by
investigating process and acceptance, practice and trust. The process related question is covered
from a micro-level perspective, covering the employee’s role as active carrier and user of the
system with practice theory and TAM as its tools. Additionally, the research question about
acceptance and trust is presented from a cross-level perspective. Acceptance being part of a
multilayer process between employees and employer as well as different processes within the
organisation. The empirical data supports the general notion that acceptance is benefiting from
a thorough understanding of the micro-level perspective and process. With an understanding of
the process and active engagement in the challenges, support can be generated to build towards
acceptance of the implementation of automated vehicles. By using theory focusing on different
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levels, a foundation in engaged scholarship and two seemingly unrelated questions the study
has created an empirical data supporting both questions simultaneously.
The empirical findings are supporting a relationship between the two research questions. In
fact, the findings suggest that the questions actually are working in tandem and contributing to
each other. Synergies can be made by considering trust and practice in the implementation
process. This was not part of the original model, where only a one-directional relationship
where established between trust and practice, to develop acceptance and functional processes.
Conversely, not including that the practice chosen can affect the level of acceptance and trust
the employees register/perceive to have.
Therefore, the TAPA model needs to be complemented with a two-way interaction between
practice and trust, see figure 7 below. The empirical data suggests that by performing alterations
in practice, the level of trust can be modified. With increased engagement in the process there
is an opportunity for solving challenges employee present such as; lack of GPS monitoring,
service and maintenance of software, and testing. Also, with the new TAPA model, it grants an
opportunity to gain trust by implementing new processes in collaboration with the employees
working in the processes today, creating trust and developing acceptance. With these changes
in the TAPA model, it illustrates the empirical findings; that there is an impact on acceptance
through trust, generated by the practice chosen.
Figure 7. Revised Theory of Automation Process Acceptance model (TAPA)
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By addressing the challenges and opportunities the respondents brought up the next step is to
engage in an open implementation process. The organisation has a chance to have a transparent
and engaging process, creating space to capture issues as well as develop solutions. A process
which develops acceptance as an effect of the involvement of the employees. A process that
view the employees as receivers as well as active carriers in the practice. TAPA have created a
bridge between the micro and macro perspective to assist in the process of surfacing empirical
findings in a framework that gives the organisation an opportunity to act though engagement.
Subsequently, not only solve for these challenges, but also create learning processes that is
receptive towards its institution´s need. Other changes the organisation need to face can also
be tackled though the deployment of a dynamic learning process. Thereby, a practice can be
established with a mindset for combating the issues with organisational change. With this
practice in place, acceptance towards the change can be moderated closely in a continuous
fashion to facilitate beneficial outcome both in the process alterations but also in employee
acceptance.
In light of the empirical findings’ characteristics, the dynamic between process challenges and
opportunities have with acceptance, the following analysis is not divided between employee
acceptance and process challenges and opportunities. Instead, the factors brought up in the
empirical findings will drive the analysis, and the theory and research questions will follow
suit. These factors are separated into groups depending on the application, if it is having mostly
technical impact or practice impact. The factors are areas the respondents brought up in the
empirical findings, framed as opportunities to solve process challenges and develop acceptance.
However, there are three factors which were prominent in the empirical data and did not fit this
framework of presentation. These aspects are brought to light after the general analysis.
Therefore, we will now explore the 11 factors which were most prominent from the empirical
data, presented in table 2 below. The factors are clustered in three groups on the factor’s trait;
where it falls between being a technical or a practice opportunity to develop acceptance. First
group contains three factors concerning the property of the vehicles. Second group contains two
factors that touch upon both technical as well as organisational opportunities. Third group
contains six factors concerning practice-oriented opportunities. Due to the size and variance of
the last group it has been broken down into two clusters that will be presented in further depth
in the analysis.
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Factors found in empirical dataset Group Cluster
GPS monitoring Technical
Shared system use Technical
Verification system for baggage trucks Technical
Vehicle reliability Technical & Practice
Service quality checks on vehicles Technical & Practice
Thorough test phase Practice 1
Inclusion in implementation process Practice 1
Create routines and protocols Practice 1
Insufficient IT support Practice 2
Increase in SL staff Practice 2
GH need transport vehicles Practice 2
Table 2. 11 factors from the empirical findings
OPPORTUNITIES - TECHNICAL FACTORS The three technical factors brought up in the empirical findings are: GPS monitoring, shared
system use and verification system for baggage trucks. These three factors have all been
suggested as opportunities to meet challenges in the implementation process of automated
vehicles. Furthermore, these factors have been portrayed as opportunities to decrease the risk
from the employees’ view. The empirical data support the notion of technology and tools as a
supporter of tasks (Dishaw and Strong, 1999). By pushing to alter attributes and complement
the functionality of the artifacts to fit the organisation, one step is taken towards an opportunity
to have cross exchange between IT and OS (Leonardi and Barley, 2008; Orlikowski and Barley,
2001). The study is taking place at a developmental airport and the technology implementation
being fairly new to the organisation and the collective mind of the employees. Therefore, by
elevating the prospect of joining forces with the supplier and develop the artifact and
functionality further to fit the practice and need of the organisation in the spirit of IT research,
encompassing both hardware and software covered in the empirical data. Orlikowski and Barley
(2001, p.147) emphasised the chance for organisational studies to borrow IT research´s
practical solution-oriented mind set. A practice like that would make use of the dual impact
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between trust and practice in TAPA model. Subsequently, starting from practice and
information technology, thereby developing a higher PU, PEOU and acceptance. With the
process of testing and development of technology for factors such as a shared system use or
GPS monitoring. It will become visible in the organisation and conversely create engagement
and higher LPP. That opportunity comes with all of the three factors, by carving out new
solutions in a collaborative process with evolving technology creates legitimacy. The engaging
learning process would give the employer and the employees active roles in the implementation
as well as in the evolution of the process, its practice and its usefulness.
OPPORTUNITIES - TECHNICAL AND PRACTICE FACTORS
The two factors shown in the empirical data to have potential and compatibility in both´s
practice as well as technical properties and theory are: vehicle reliability and service quality
checks on vehicles. The empirical data shows that the employees exhibit distrust in the vehicles
used today. For example, some distrust is coming from low reliability in the new de-icing
equipment as a result of poor quality. It creates challenges for further technological
advancement in the practice when activities are not supported by trustworthy artifacts. Practice
should be supported by stability in this institution and with its equipment (Lawrence et al.,
2009). This became even more critical when the advancement is in areas where the least
knowledge and expertise is present in the practice today. The uncertainty and lack of
contradictory evidence, as opposed to the malfunctioning vehicles today, creates distrust
(Kramer, 1999). The presence of experts who can assist in the assimilation and information
spread of this technology is low, as well as early engagement in an LPP mindset. By starting
up a learning process one can advance the vehicles reliability as well as how to create
trustworthy service checks. Additionally, together with a dialogue with suppliers regarding the
artifact’s features for continuous improvement (Orlikowski and Barley, 2001). The artifact’s
quality needs to create trust, both in action on the runway and taxiway as well as in daily checks
and maintenance. Daily checks and maintenance, solutions regarding sensors and status updates
from the equipment, was brought up in the empirical finding as key areas. It can be facilitated
by combining it with structural assurances such as guarantees from suppliers and sufficient
competence development. In doing so, the level of trust would have a chance to increase and
give way to acceptance for the changes in practice. Both PU and PEOU are threatened if these
two factors are not being taken into consideration and properly communicated to the employees.
With already tarnished reputation for handling quality in regard to above expressed technical
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issues, this creates an opportunity to make severe process adjustments. Every factor worked
though, increases the chance for a successful implementation in regard to process and employee
acceptance.
OPPORTUNITIES - PRACTICE FACTORS
The six factors brought up in the empirical findings with coherence to process and practice are:
thorough test phase, inclusion in the implementation process, create routines and protocols,
increase IT support, increase in SL staff, GH needs for transport vehicles, visible in table 3
below.
Factors Cluster
Thorough test phase 1
Inclusion in implementation process 1
Create routines and protocols 1
Increase IT support 2
Increase SL staff 2
GH needs transport vehicles 2
Table 3. The Practice group with factors in two clusters
Cluster 1 In the empirical data three of the factors surfacing were; a thorough testing phase, the demand
for inclusion in the implementation process and creating routines and protocols. All these
factors pivot around inclusion and engagement in the process. The empirical findings show that
to develop acceptance, employees want to be able to test out the new vehicle in proper weather
conditions, either at another Swedavia airport up north or at Bromma. The suggestion of using
another airport was brought up to avoid traffic on runway and being able to test in winter
conditions prior to the same conditions have reached Bromma and the Stockholm area. Kramer
(1999) argues that distrust occur together with a lack of confidence as well as a sense of
suspicion. To test out the vehicles and be invited to engage in the implementation creates a
gateway towards trust. Moreover, the empirical data shows that involvement in the decision-
making process is vital also being actively informed about the future changes. It is supported
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by Lawrence et al., (2009, p.284) as actions are continuous reforming our practice and every
step count towards the result.
With the process of testing the artifacts, there is also the chance for LPP, which supports the
practice towards inclusiveness and social engagement (Lave and Wenger, 1991; Nicolini,
2013). By engaging in these processes and considering these three factors, there is an increased
chance of developing trust and therethrough acceptance. By co-founding new routines and
protocols together with the individuals who will carry out the practice, there is a higher chance
for the anticipated practice to get reproduced. The reproduction of practice put emphasis on
every step, action as well as inaction with strong potential (Nicolini, 2013). Furthermore, PU
and PEOU would be communicated, debated and eventually accepted with strong information
sharing and early testing and engagement in the process and technology.
Cluster 2 The second cluster of factors showed similarities in how they were described in the empirical
finding: an increased need for IT support, an increase SL staff and GH need transport vehicles.
The factors were described as straightforward process-focused challenges and thereby at the
core for arguing PU. If the new artifacts cannot be implemented without making the practice
easier to perform for the employees, it will receive resistance (Davis, 1989; Davis et al., 1989).
Luhmann (2017) related trust to anticipating the future. The respondents have done just that
and voiced in the empirical data their anticipation of challenges, future roadblocks. This cluster
was strongly advocated in the empirical findings as opportunities to make the implementation
manageable, both to support ease of use as well as usefulness in general. How will the GH team
be able to service the vehicles if there is no means of transport available? Who will the snow
leaders turn to when a vehicle breaks down on the runway with incoming aircraft in 20 minutes?
Close engagement is necessary to monitor progress in the process implementation stage.
Thereby following the acceptance rate and secure that a reliable process is taken into practice.
PU and PEOU has been shown in the empirical data as a shift in staff and support vehicles for
Ground Handling. In fact, the employee would be able to anticipate a working day where
hopefully the artifacts are working well, however if this is not the case, reliable protocols should
be in place and people are held responsible, which has been shown to increase employee trust
in the process
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OTHER ASPECTS
The first research question´s purpose was to encompass the risks and solutions within the
process by using challenges and opportunities as its framework. However, there are not only
challenges and opportunities to consider developing acceptance. The case studied is not a tabula
rasa, it is a well-established organisation with ideas and values already spreading and evolving.
The empirical findings show areas were processes has already been initiated towards the goal
of acceptance. The empirical data shows that; the human factor, time saving, and additional
possibilities surfaced as reasons for acceptance. These are already taken into consideration by
various employees active in the processes when the empirical data was collected.
However, the empirical data also brought up age and interest as a challenge with no clear
solution. The data suggests that depending on interest and age, the inclination varies to which
extent employees trust automated vehicles. Kramer (1999) confirms that the presence of distrust
is a common factor in organisations. It is challenging to know for certain if engagement in for
example the testing phase and technical advancement to fit the processes will be enough.
Another challenge brought up in the data is the notion that ground handling will not be able to
continue with the contracts they have with the aircraft business. The empirical data shows the
turnaround time for each flight is ingrained in the GH business model. Also, the data reveals
transgressions made today in practice to keep those timeframes. These short cuts will not be as
easily available with automated vehicles. This will affect the PU with automated vehicles for
the GH business model and also the mentality of what is prioritised in the process. Hofstede
(2001) emphasised the weight different values within the organisation hold and impact decision
making. The survival of a business model should be considered a challenge that should be
handled with care. In the empirical findings a majority of the employees in GH described a
relief in being able to focus more time on servicing the aircraft instead of spending time with
the logistics of baggage handling. It was also brought up that this implementation liberates the
structure of how service of aircraft can be done in the future, servicing aircrafts in series was
brought up as an example, instead of one aircraft at the time, which is the process today. The
empirical finding shows that within ground handling there was a more unanimous support for
automation on vehicles than in the field division. However, ground handling also needs to face
a tough shift in their business model.
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6 Implications on acceptance and future research First, this chapter will give a brief summary of the main findings from the empirical data
together with the gist of the analysis. Last, follows a discussion on the limitations and
generalisability of the study as well as future research.
Developing employee acceptance and facing process challenges and opportunities are not
different narratives, but as the empirical data shows, two streams in the same river. It is not
possible to develop employee acceptance without taking the process into account. The road
towards acceptance is dependent on the practice chosen, both for the implementation phase as
well as for the processes and daily routine following. With the implementation of automated
vehicles, the organisation forms new practices and affect trust in the greater organisation.
Furthermore, for this case study, it is in the organisation’s best interest to use multiple points
of action on different levels, micro as well as macro. Thus, to convey a holistic approach for
the employees. The empirical findings suggest that to develop acceptance the practice should
involve; using engaged and inclusive communication practice, excessive test phases, and
altered processes and protocols. Engaged scholarship has been a central part of the empirical
data gathering. Furthermore, it has inspired towards the need for engagement in practice to
create sustainable processes towards the institutions emerging needs. Also, the organisation
would need to push further regarding technical properties, specifically for connecting the
vehicles to a shared monitoring system for multiple departments as well as GPS functionality.
The technical advancement and properties would be benefited from being incorporated into a
learning process where the practice have the opportunity to grow with the artifacts. The same
conclusion can be drawn for the factors under the practice umbrella, a learning process would
strengthen practice as well as acceptance. A learning process that engages employees, employer
and technical distributors would create favourable conditions for innovative solutions as well
as employee acceptance development.
The limitations in generalisability is connected to this study being a single event study as well
as the specific application of technology. The specific implementation of the artifacts and the
technical advancement employees raise for the benefits of the process is not mean for
generalisation. Also, the case specific processes and factors will not be relevant outside the
airfield business. Furthermore, this case study has only qualitative data and therefore have no
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quantitative data metrics. By using a multi-method case study in the future, it opens up for
statistically significant analysis as well as a larger data set.
This is an exploratory single case study within organisational studies. Specifically, towards the
field of technology implementation, with theory in trust and practice. Thus, it would increase
understanding to add other values such as risk, and thus explore the power uncertainty hold for
the outcome. This study used a single point in time to collect data from multiple departments.
Thus, to ensure encompassing the phenomenon of implementing automated vehicles as well as
the search for a mystery. A longitudinal study would give the researcher the chance to continue
engaging with the organisation, and thereby observe how the learning process assists the
development of trust and acceptance as well as how well new practice is shaped. It would be
interesting to multiple case studies, with comparisons between different implementation
strategies and monitor possible difference in process as well as acceptance development. By
engaging in learning process with both a practice perspective as well as solution-oriented IT
perspective would be beneficial to further bridge the divide between IT and OS.
As commented in the method section, analytical generalisation can be drawn from this study.
Especially, in regard to those factors’ respondents have brought up regarding inclusion in the
implementation stage and process design and protocol, with strong weight on inclusion and a
thorough implementation process. The sense of being included and having control over ones
working environment makes this area of research highly relevant to continue. This area of
research stands in contrast to technical advancement for customers, within banking and e-
commerce, where the customer carries no accountability and can leave the process without
troubling consequences. For an employee, after a technical shift in the working process the
employee will be accountable, and it is important to make the new process useful and give the
employees a sense of control. Furthermore, the employees will be accountable for the result of
the process. To develop trust and acceptance in the development of new processes for
employees is an area for future research.
With projects formed to bridge the uncertainty of new technology, such as KOMET and WASP-
HS, it is with great interest I hope this research stream will grow. Let us hope this will spark a
sense of curiosity as well as urgency to mould technology towards societal needs in a two-way
communication practice.
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Appendix 1. Questionnaire used in all interviews Vilka arbetsuppgifter är inkluderade i ditt jobb? What tasks are included in your job?
Hur påverkar automationen av bagagetruckar /PSBs ditt jobb? Direkt och
indirekt. How does the automation of bagage trucks/PSBs impact your job. Direct and indirect.
• Hur skulle du beskriva attityden hos dina kollegor för att använda
autonoma maskiner?How would you describe the attitude among your colleagues towards the
use of autonomous vehicles? • Hur upplever du acceptansen hos dina kollegor för användningen av
autonoma maskiner?How do you perceive the acceptance among your colleagues towards the
use of autonomous vehicles? • Vad tycker du att det finns för nytta med autonoma maskiner? Where do you
think the usefulness of autonomous vehicles lies?
Hur kommunicerar du med de som hanterar bagagetruckar/PSB idag? Vilken
typ av kanaler använder du för kommunikation? How do you communicate with whose who
handle bagage trucks/PSBs today? What type of channels do you use for communication?
• Träffar du dem utanför de direkta processerna (det direkta utförandet av arbetet), i
fikarummet eller på lunchen? Do you meet them outside the direct processes, in the coffee
room or at lunch? • Utbyts information där som har ett värde för processen ni utför
tillsammans? Is there a information exchange of value to the processes you perform together?
Känner du att ditt förtroende och din tillit till processen i sin helhet skulle
förändras i och med implementering av autonoma maskiner? Do you perceive that your
level of trust towards the process would change with the implementation of autonomous vehicles?
• Vad behöver du för att kunna känna högt förtroende och tillit för
autonoma maskiner?What do you need to have high levels of trust towards autonomous
vehicles?