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Cruising through a pandemic: The impact of COVID-19 on intentions to
cruise
Jennifer Holland
a,
⇑
, Tim Mazzarol
b
, Geoffrey N. Soutar
b
, Suellen Tapsall
c
, Wendy A. Elliott
d
a
Brighton Business School, University of Brighton, Brighton, United Kingdom
b
Business School, University of Western Australia, Crawley, Australia
c
Division of Education and Students, University of Technology Sydney, Sydney, Australia
d
University of Western Australia, Crawley, Australia
ARTICLE INFO
Keywords:
Cruise ship
COVID‐19
Risk
Health
Travel intentions
ABSTRACT
The global coronavirus pandemic has devastated the cruise sector with widespread disruption and cancella-
tions affecting millions of cruise passengers. The cruise industry was negatively affected due to the enclavic
and confined environment onboard, the high infection rates among both crew and passengers, and widespread
negative media coverage. This study explores the impact of COVID‐19 on willingness to cruise and attitudes
towards cruising for both cruisers and non‐cruisers living in Australia and the United Kingdom. Data analysis
of respondents’comments was undertaken using both Leximancer text analytic software and manual content
analysis. Findings indicate country of residence has a significant influence on risk perceptions for a cruise hol-
iday and affects future intentions to cruise. Specific impacts for the cruise industry are discussed and recom-
mendations proposed for policy and practice.
1. Introduction
Prior to the COVID‐19 pandemic, the cruise ship sector was one
of the fastest growing segments in the global tourism industry
(Papathanassis, 2019). With an estimated annual value of more than
$USD150 billion, the cruise industry had been forecast to reach a
record level of 32 million passengers in 2020 (Cruise Lines
International Association, 2019b) [CLIA]. Cruise holidays became
increasingly popular during the first two decades of the twenty‐
first century and Australia and the United Kingdom (UK) were par-
ticularly significant markets. For example, Australia exceeded expec-
tations in achieving one million passengers in 2014, six years earlier
than market predictions (Dowling and Weeden, 2017). Australia was
performing strongly in cruise travel, with cruising becoming the
country’s fastest growing tourism sector (CLIA Australasia, 2017;
CLIA Australasia n.d.). By 2018, Australia was the fifth largest
source country for passengers, behind the USA, China, Germany,
and the UK (CLIA, 2019a) and had a higher market penetration than
anywhere else in the world. Significantly, Australia was the only
market in which as many as 1‐in‐17 people had cruised (CLIA
Australasia, 2019). Industry reports estimated the contribution of
the cruise sector to the Australian economy was worth $AUD 5.2
billion in the 2018/19 financial year (The Maritime Executive,
2019).
Similarly, prior to the COVID‐19 pandemic, the UK had seen sus-
tained growth, with increasing numbers of cruise lines operating out
of the UK as demand for cruising increased. In 2018, just over two mil-
lion passengers originated from the UK and Ireland, with the UK being
the second largest European market after Germany (CLIA, 2019a), rep-
resenting 28% of cruise passengers in Europe (Business Research &
Economic Advisors, 2019). Cruising generated €10.4 billion for the
UK economy in 2017 (Cruise Lines International Association, 2018).
However, there is little research on tourists’risk perceptions in these
two markets. Further, no research has explored the potential impacts
of the COVID‐19 pandemic on tourists’risk perceptions or future inten-
tions to cruise.
The COVID‐19 pandemic of 2020 has devastated the cruise sector,
with widespread disruption and cancellations affecting millions of pas-
sengers and people employed directly or indirectly through the cruise
industry. The cruise sector was particularly and immediately affected
due to high infection rates among crew and passengers (Mizumoto
and Chowell, 2020; Rocklöv et al., 2020). Thousands of passengers
were stranded onboard as cruise ships were held in quarantine or
refused entry to ports as borders closed. Over 700 people were infected
https://doi.org/10.1016/j.trip.2021.100328
Received 6 November 2020; Revised 10 February 2021; Accepted 11 February 2021
Available online 20 February 2021
2590-1982/© 2021 The Author(s). Published by Elsevier Ltd.
This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
⇑
Corresponding author.
E-mail address: jenniholland@outlook.com (J. Holland).
Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
Contents lists available at ScienceDirect
Transportation Research Interdisciplinary Perspectives
journal homepage: www.elsevier.com/locate/trip
onboard the cruise ship Diamond Princess, with 14 deaths (Leffler and
Hogan, 2020). By the end of the first quarter of 2020, over 50 cruise
ships had confirmed cases of COVID‐19 documented, which was one
fifth of the global ocean cruise fleet (Dolven et al., 2020). Within these,
the Ruby Princess gained notoriety as some of the first cases in Australia
were passengers disembarking the ship. There were 28 deaths linked
to the Ruby Princess (22 in Australia, the rest in the USA) (Walker,
2020), and controversy erupted over the management and handling
of the initial outbreak.
Given the pandemic’s devastating impact on the cruise industry, it
is important to understand the potential effect COVID‐19 has had on
how people think and feel about the riskiness of cruise holidays.
Understanding risk is essential, as perceptions of risk influence travel
decision‐making (Bowen et al., 2014; Floyd and Pennington‐Gray,
2004; Karl, 2018; Schroeder et al., 2013; Sönmez and Graefe, 1998).
Perceived risk has also been recognised as a significant factor influenc-
ing destination choice (Floyd and Pennington‐Gray, 2004; Kim et al.,
2016; Sharifpour et al., 2014; Sönmez and Graefe, 1998). However, lit-
tle is known about how risk perceptions influence decision‐making for
cruise holidays. This is a significant research gap, as the extent to
which the cruise industry understands how people feel about risk
and how risk perceptions affect choices to cruise or not, will be impor-
tant to the success (or otherwise) of the cruise industry’s post‐COVID
recovery strategies. There is limited research examining non‐cruisers’
(i.e., people who have never taken a cruise holiday) risk perceptions.
Such understanding may explain why some people reject a cruise as
a holiday choice, which would inform cruise operators about potential
barriers for new passengers.
This study’s objective was to address gaps in prior research and
investigate changes in people’s willingness to ocean cruise given the
COVID‐19 pandemic. In addition, our study explored how risk percep-
tions affected intentions to cruise. The study also compared responses
from Australian and UK consumers with and without prior cruise expe-
rience. In doing so, it offers insights into differences between these
groups. Research on non‐cruisers is scarce, with a few notable excep-
tions (see Holland, 2020; Lebrun, 2015; Park and Petrick, 2009).
Therefore, this study contributes to the literature by examining and
comparing risk perceptions between these groups to determine any
significant differences, and to what extent cruise experience influences
risk perceptions and future cruise and travel intentions.
First, we situate the study within the COVID‐19 pandemic and
explore its impact on the cruise industry, particularly as it has affected
Australia and the UK. Second, we examine the risk perception litera-
ture and suggest a conceptual framework from this literature. Third,
we outline the methodology followed, including the sampling process,
data collection and data analysis. Fourth, we explain the findings and
discuss these with reference to the research gaps identified. Fifth, we
discuss the findings with reference to the conceptual framework that
guided the study and, finally, we conclude with some comments on
the study’s implications for policy and practice, directions for future
research, and limitations.
1.1. Research context
Early in the coronavirus outbreak, cruise ships featured promi-
nently. For example, the Diamond Princess was quarantined in Japan
for six weeks following confirmation of an outbreak onboard. On
20th February 2020, the World Health Organization (WHO)
announced the Diamond Princess accounted for more than half of the
then 1000 cases of coronavirus outside the Chinese mainland (Belam
et al., 2020). By that time, there had been seven deaths associated with
the cruise ship (eventually there would be at least 14, including the
first Australian, a 78‐year‐old man who died after repatriation from
Japan). As the coronavirus outbreak spread during February, more
ships in the Asia‐Pacific region were quarantined or blocked from
entering ports. By mid‐March, many ports around the world were
closed to cruise ships and itineraries had been thrown into chaos.
Through that month cruise companies proactively shut down opera-
tions. As noted earlier, the COVID‐19 pandemic has been catastrophic
for the cruise industry, with the complete cessation of operations for
all brands. COVID‐19 has negatively impacted the cruise industry in
several ways. Economically, the pause in operations resulted in an esti-
mated $50 billion loss by September 2020 (CLIA, 2020). By October
2020, at least three cruise lines (Birka Cruises, Cruise & Maritime Voy-
ages and Pullmantur Cruises) had gone out of business because of the
pandemic (The Maritime Executive, 2020). Other brands were able to
secure funding (Oxford Analytica, 2020) and appeared to be surviving,
although there were ongoing concerns about their ability to ride out
the pandemic the longer it continued.
The outbreak of COVID‐19 onboard several cruise ships, as well as
the sudden termination of hundreds of voyages, significantly affected
the perception and promotion of cruising as a ‘safe’holiday. While
cruises had traditionally been perceived and promoted as ‘safe’, the
COVID‐19 pandemic highlighted the critical importance of risk percep-
tions. This is significant, as cruisers are generally thought to be risk‐
averse (Tarlow, 2006) and ensuring a safe and healthy cruise is of
the utmost importance for the cruise industry (Liu‐Lastres et al.,
2019). In the short term, tourists are fearful of traveling on cruise ships
and are worried about exposure to COVID‐19 in the confined environ-
ment onboard.
The cruise industry has also been affected by a narrative in the
wider media of cruise ships as ‘petri‐dishes’(Awoniyi, 2020) and this
lasting negative image may be difficult to overcome. Other impacts
include increased awareness, and media coverage, of industry prac-
tices around employee working conditions, environmental sustainabil-
ity, homeport optimisation (perceived as limiting tax liabilities and
government oversight) and the overall trustworthiness of the industry.
COVID‐19 has presented severe challenges to restarting operations,
including governments around the world continuing to ban cruising
operations and refusing entry to cruise ships into their ports and terri-
tories, and raising fears and anxieties about COVID‐19 that will affect
intentions to cruise in the future.
As of October 2020, there was no indication when most cruising
operations would resume. Some smaller, expedition‐type cruise ships
restarted cruising in August 2020, offering shorter cruises with mostly
one nationality of passenger onboard to minimise risk, including Costa
Cruises (Italian), Hurtigruten (Norwegian) and Paul Gauguin (French).
However, in all these first, tentative voyages, confirmed cases of
COVID‐19 were found to be onboard. As more than 32 million people
were expected to cruise in 2020, the pandemic has had a significant
impact on the travel and holiday plans of millions of cruise passengers.
In Australia, risk perceptions were particularly affected by the
ongoing saga of the Ruby Princess. As Liu‐Lastres et al. (2018) noted,
when an outbreak is not managed effectively, the situation can become
a crisis and result in reputational damage, increased risk perceptions
and, ultimately, affect future purchase decisions (see also Le and
Arcodia, 2018). Indeed, the saga of the Ruby Princess reflects the need
to manage risk communication to lessen long‐term negative impacts.
The Ruby Princess debacle involved almost 2700 returning passen-
gers, some showing coronavirus‐type symptoms, who disembarked in
Sydney on 19 March 2020. A total of 900 of these passengers were
based internationally and flew home with the risk of spreading the
virus, while the remainder travelled across almost every state in Aus-
tralia to their homes. The port and New South Wales (NSW) Health
authorities chose not to implement additional screening measures,
nor did Sydney airport undertake any screening or temperature tests
at that time. A special commission of inquiry was established by the
NSW State Government on 15th April 2020 to investigate the manage-
ment of these passengers.
Although the inquiry focused on the actions of the NSW State and
Australian Federal Government authorities, it also considered the
actions of the crew of the Ruby Princess, and the ship’s owner,
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
2
Carnival Corporation. The inquiry found the ship’s medical team
contributed to the outcome by having too few swabs available for
testing prior to disembarking, an action described as a “woeful short-
coming”and noted “Carnival should have ensured that passengers and
crew aboard the Ruby Princess were informed that there were suspect
cases of COVID‐19 on board. Those persons meeting the definition of a
suspect case should have been required to isolate in their cabins”
(Walker, 2020, pp. 33). The lack of swabs (only six viral kits were
onboard at the time) was compounded by a poor response from
NSW health authorities when asked for help by the ship’s doctor.
Ultimately four passengers were swabbed onboard and tested nega-
tive and the ship was deemed medium risk and remaining passengers
could disembark (Walker, 2020). Ruby Princess would later be linked
to more than 1221 cases and 28 deaths (Davies et al., 2020; Walker,
2020). This debacle diminished the reputation of the Princess brand
in Australia and cruising in general.
In Australia, the connection between cruise ships and coron-
avirus quickly gained prominence for several reasons, including
the widespread media coverage and social media presence of, and
engagement with, Australians ‘trapped’on board quarantined cruise
ships. Demand for the Australian Government to send a chartered
flight to ‘rescue’its citizens from the Diamond Princess were headline
news, with regular updates from Australian travellers stranded
aboard cruise ships made during news broadcasts. The timing of
these events was particularly bad, as the outbreaks occurred at
the height of the southern hemisphere cruising season, which meant
more cruise ships than usual were in Australian waters, with many
locals onboard. The initial move of the Australian Government to
close Australian ports to all cruise ships except those sailing exclu-
sively in Australia and New Zealand waters, also affirmed public
perceptions of cruise ships as potentially dangerous. The subsequent
decision to close Australian ports to all cruise ships in late March
and, ultimately, to expel cruise ships from Australian waters was
unprecedented. Indeed, an example of the scope and scale of the
shift in policy towards cruise travel was reflected in the expulsion
of the P&O ship Pacific Explorer. P&O Australia had called Sydney
home for decades and it was the first time in 88 years it had been
forced to leave Australia.
Further, not only was a cruise passenger the first Australian COVID‐
19 related death; the first deaths in at least four Australian states and
territories (Queensland, Western Australia, Tasmania, and ACT) were
cruise ship passengers. Indeed, Western Australia’sfirst five COVID‐
19 related deaths were cruise ship passengers –from four different
cruise ships. Tasmania’sfirst three cases were cruise ship passengers,
as were two out of the three initial deaths in Canberra. All four initial
deaths in Queensland were cruise ship passengers.
Continued media coverage of cruise ships seeking to disembark pas-
sengers and crew in Australia followed for months, with most requests
being refused. Frequent news stories prevailed of passengers and crew
being medically evacuated from these ships for hospitalisation due to
COVID‐19. Statements were released by the Australian Government
that if cruise ships were permitted to disembark passengers and crew
in Australia, the sick could overwhelm hospitals throughout the coun-
try (Kaur and Carmody, 2020). As a result of the link of COVID‐19 cases
to the Ruby Princess, a police criminal investigation and two govern-
ment inquiries were launched into the ship and its handling.Statements
were made that manslaughter charges might result, subsequently fol-
lowed by the labelling of the Ruby Princess deaths as ‘suspicious’and
possibly homicide. Several well‐covered police raids of the ship fol-
lowed, with officials taking away documents and the ship’s‘black
box’. While reported deaths of cruise passengers slowed toward the
end of April, media coverage of the Ruby Princess enquiries and inves-
tigations picked up when hearings began in May 2020. Given the
heightened awareness of COVID‐19 onboard cruise ships and the par-
ticular significance of deaths linked to COVID‐19 in Australia, this
study highlights how critical it is to understand the perception of risk.
2. Conceptual framework
The following section examines some extant literature relating to
risk perceptions and how it has been applied to consumer decision
making, particularly in relation to travel products such as ocean
cruises.
2.1. Risk perceptions
Understanding risk is complex, with little consensus over definition
regardless of many attempts to define, conceptualise and understand it
(Aven and Renn, 2009; Boholm et al., 2016; Renn, 2008; Sjoberg,
2000; Slovic and Weber, 2002). For this study’s purposes, risk is
defined simply as the potential to lose something of value (Priest,
1990). A value may include “physical health, social status, emotional
well‐being or financial wealth”(Kungwani, 2014, p. 83). Risk percep-
tions refer to how people judge, characterise, and evaluate uncertainty
(Slovic et al., 1980). Perceived risk may be defined as “a consumer's
beliefs about the potential uncertainty associated with negative outcomes
in a purchase situation”(Kim et al., 2008, p. 546). It is the overall
amount of uncertainty perceived by a consumer about a specific pur-
chase (Cox and Rich, 1964).
There is a higher level of risk associated with travel products due to
their intangibility, high cost and complex decision‐making (Lin et al.,
2009) and a cruise is a high involvement travel decision. A potential
cruiser must think about many aspects of the holiday, including type
of cabin, where in the ship to select a cabin, which cruise line, trans-
portation to and from the ship, itinerary, size of ship, mix of fellow
passengers and reputation of the cruise line in addition to service ele-
ments, prevailing norms about giving gratuities and dress‐codes.
In the wake of the COVID‐19 pandemic, would‐be cruisers also
need to consider health protocols, outbreak prevention plans, onboard
sanitation procedures, social distancing measures and the availability
of temperature checks and health screenings. Additionally, they need
to consider the possibility of being quarantined in a cabin for the dura-
tion of the trip if they or others become ill, or the cruise being termi-
nated should there be an outbreak on that ship or region the cruise
ship may be visiting. All of this adds to the uncertainty associated with
the decision to cruise and, as such, to overall perceptions of risk.
2.2. Theoretical foundations
Scholars have noted there is no comprehensive, unifying concep-
tual theory of risk, especially for tourism (see Schroeder et al., 2013;
Kasperson et al., 1988). Risk perceptions and decision‐making are
underpinned by cognitive processes and information integration theory
[IIT] provided a conceptual foundation for this study (Anderson,
1971, 1981). Situated in psychology, the theory suggests new informa-
tion is integrated into a person’s existing beliefs and influences how
attitudes are formed. Significantly, each piece of information has
two qualities (value and weight). The value of information is its eval-
uation as being favourable or unfavourable and the weight is how
much this matters to the individual. This builds on Kahneman and
Tversky’s (1979) loss aversion suggestion that an event or outcome that
is perceived as negative is given more weight than positive outcomes.
Thus, in IIT, information is acquired and integrated into existing cog-
nitive frameworks, thereby influencing value judgments. New infor-
mation, once acquired, can modify value judgments about an event
and this can influence perceptions of alternatives prior to the final
selection (Le and Arcodia, 2018).
Using this as a conceptual foundation, the discussion of the results
here draws on the social amplification of risk framework (SARF). This
interdisciplinary framework assists in examining how risk perceptions
have been affected by COVID‐19 and how differing risk communica-
tion in Australia and the UK impacted on the way risk is perceived.
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
3
SARF offers a way of understanding how social and individual factors
influence risk perceptions. The framework suggests risk events interact
with psychological, social, and cultural processes and helps explain
why some risks are attenuated or amplified for different groups
(Kasperson et al., 1988). The framework also identifies how risk per-
ceptions affect behaviour patterns, which generate secondary social
or economic impacts. As risk is a multifaceted and complex construct,
risk communication and management often fail to recognise the social
context in which risks are perceived. With the COVID‐19 crisis, there
has been a failure to recognise differing risk perceptions, where there
may be differences between countries of residence and even differ-
ences within that country.
2.3. Risk in cruising
Risk perceptions about cruise holidays are not well understood,
with scholars calling for more research (Henthorne et al., 2013;
Holland, 2020; Le and Arcodia, 2018; Liu‐Lastres et al., 2019). There
has been little empirical research on exploring risk perception for
those with cruise experience or those who have not cruised. Notable
exceptions include Liu‐Lastres et al. (2019), who examined risk com-
munication and the importance of messaging during a crisis using
the risk perceptions attitude framework (RPA). Their study framed risk
communication within the RPA, exploring perceptual and behavioural
differences among RPA groups. This led to the development of a con-
ceptual model designed to understand the relationship between RPA
groups, cruise travel intentions and safety perceptions, with past cruise
travel experience mediating group and safety perceptions.
The cruise industry has managed other infectious illnesses, includ-
ing outbreaks of H1N1 and norovirus (see Klein et al., 2017; Liu et al.,
2016; Liu‐Lastres et al., 2019; Neri et al., 2008; Mileski et al., 2014),
measles (Lanini et al., 2014), influenza (Ferson et al., 2000) and
legionnaires’disease (Kura et al., 2006; Mouchtouri and Rudge,
2015). These outbreaks onboard cruise ships resulted in cancelled sail-
ings, limited passenger services and widespread illness. However, no
studies have explored tourists’perceptions of risk in relation to the
SARS or MERS pandemics, which would have been useful to compare
with the COVID‐19 pandemic.
2.4. Research questions
As much of the existing risk literature in tourism approaches risk
from a positivist and quantitative lens, this study sought to extend
our understanding by examining and exploring a deeper interpretation
of the perceived risk of cruising by adding a qualitative perspective. A
qualitative understanding is needed to fully explore what impact
COVID‐19 might have on risk perceptions for ocean cruising and
how this might influence tourist decision‐making. From this overview
of the literature, we identified two research questions, namely:
•How has the COVID‐19 pandemic influenced consumers’risk per-
ception in relation to ocean cruising?
•How has the COVID‐19 pandemic influenced consumers’future tra-
vel intensions in relation to ocean cruising?
3. Methodology
The methodology was exploratory in nature and made use of
responses to a questionnaire administered to people obtained through
a consumer research panel provider. Minimum targets were set for the
percentage of respondents who were Australian (75%) and who had
cruise experience (target 50%, actual 60% of the total sample).
Respondents in this latter group (cruisers) had to be 40 years and
above. The data collection agency sourced and managed the respon-
dents. A total of 613 participants responded in June 2020 (during
the COVID‐19 pandemic), at a time when many cities were in lock-
down and cruise ship operations were suspended or severely dis-
rupted. A range of questions were asked that included quantitative
and open‐ended items. Here, we have focused on the comments made
in the open‐ended questions that asked about risk perceptions and
future cruising intentions.
3.1. Sample characteristics
As can be seen in Table 1, most of the sample (76%) were from Aus-
tralia and the balance from the UK. Sixty percent of the sample were
cruiser, and the proportions of non‐cruisers within both country’s sam-
ples were roughly the same. The demographic statistics (e.g., gender,
age, household income, employment, and education) were similar,
and there were no statistically significant differences between the
groups. The gender split of all groups was relatively balanced,
although the UK non‐cruiser group was more male dominated than
was the other three (56% compared to 47–50% for the other groups).
The average age of cruisers was higher than non‐cruisers; this was an
outcome of the survey design which targeted a minimum sample size
of cruisers aged 40 or older (given the average age of Australian cruis-
ers was 49, and 50 for UK passengers (CLIA, 2019a; CLIA Australasia,
2019. As already indicated, 60% of the sample had ocean cruised pre-
viously, compared to only 6% of Australians (3% UK) (CLIA
Australasia, 2018, 2019).
3.2. Data collection
Within the questionnaire, respondents were provided with infor-
mation about the nature of ocean cruising, which was defined as “a trip
on a commercial cruise line that involves sleeping on board in a cabin, as a
paying passenger.”It was also explained that cruisers eat, sleep and are
entertained onboard the ship and that trips generally last from three to
more than 100 days (for around the world cruises). Information was
also provided as to what an ocean cruise was not (e.g., day trips on
harbours, seas, or rivers; ferry trips or travel in private or public ves-
sels, such as yachts, naval ships, fishing boats or merchant ships).
Respondents were asked about the impact the COVID‐19 pandemic
had on their perceptions of ocean cruising through a list of 20 items
asking whether they agreed or disagreed with statements relating to
the perceived risk of ocean cruising in the wake of the pandemic.
These data are not discussed in this paper but are described here to
provide the context within which the qualitative data was collected.
Respondents were then asked two questions, namely:
Table 1
Sample characteristics.
Background Variable TOTAL Aus Cruiser Aus Non-cruiser UK Cruiser UK Non-cruiser
n = 613 283 181 86 63
Gender % Male 49% Female (51%) Male 48% Female 52% Male 50% Female 50% Male 47% Female 53% Male 56% Female 44%
Age (Median) 53 years (54) 55 years (54) 48 years (48) 55 years (57) 49 years (49)
Annual Household income
Median Household Income 52,000 to 90,999 AUD 52,000 to 90,999 AUD 25,000 to 51,999 GBP 25,000 to 51,999 GBP
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
4
1. Thinking about the issues raised in the previous section, please
comment on how you feel about travelling now?
2. Is there anything that would impact your future intention to cruise?
3.3. Data analysis
Responses to the open‐ended questions were analysed using the
Leximancer program. Leximancer is a text mining and content analysis
tool that uses mathematical algorithms to examine text and identify, in
a grounded manner, the main concepts and themes that occur within
it. The software not only identifies the frequency with which terms
occur, but also how they relate to each other. Leximancer’s content
analysis can be undertaken using a conceptual (thematic) or relational
(semantic) approach. Word frequency and co‐occurrence counts are
used as the basic data within Leximancer (Smith and Humphreys,
2006; Angus et al., 2013). Leximancer provides a robust analysis of
qualitative data due to the machine supported investigation (Braun
and Clarke, 2006; Liesch, et al., 2011; Lemon and Hayes, 2020) and
has become a well‐regarded research tool within market research,
marketing, and tourism studies (Biroscak et al., 2017; Sotiriadou
et al., 2014).
The advantages of using Leximancer rather than alternative quali-
tative data analysis tools, such as NVivo, are that it is machine sup-
ported, thereby increasing reliability, while reducing the risk of
researcher bias and lethargy during coding. It also allows a much faster
examination of large quantities of textual data and ensures adherence
to a more standardised and streamlined coding system. In addition, it
can be applied to more positivistic analysis (Sotiriadou et al., 2014).
However, it does not fully replace the need for manual examination
of the source data, or the need for researcher judgement in interpreting
the results.
Leximancer generates “concept maps”that illustrate the output
from the identification of words that occur within a text corpus, which
are tagged and grouped into concepts labelled with a term that best
represents the text commentary. This requires sufficient accumulated
evidence within the text data before a distinct concept is validated
and tagged. In this way, sentences and groups of sentences are tagged
and grouped around a given concept when sufficient accumulated evi-
dence emerges above a given threshold, to justify the identification of
that concept.
Following the examination of the data and the identification of all
possible concepts, Leximancer generates a visual ‘concept map’that
shows the concepts found, how they are interconnected within the text
and how they cluster around given ‘themes’, which are displayed as
bubbles. The size and importance (displayed by the ‘hotness’of each
theme, with those themes identified as most important displayed with
“hotter”colours, and those of less importance in “cooler”colours. In
this paper we have displayed the Leximancer concept maps in mono-
chrome to aid readability. This shows the darker shades as the “hotter”
more important themes, and the lighter and eventually blank theme
bubbles as representing the less important ones. Figs. 1 and 2 show
the concept maps generated from this analysis.
In addition to the concept maps, Leximancer generates a table of
associated data that provides a list of each theme, the number of ‘hits’
found within the text (which is an indication of the overall importance
of the theme), the concepts that are associated with the theme and a
list of indicative text from the text corpus.
Two separate Leximancer analyses were undertaken. The first
focused on the initial question relating to how respondents felt about
travelling in the aftermath of the COVID‐19 pandemic. This was a gen-
eral question about their intention to travel whether on a cruise or
other journey. The second analysis examined responses to the next
question that asked about their perception of the desirability of cruis-
ing in the future. Some grouping of concepts that represented the same
thing (e.g., COVID, coronavirus, virus) was undertaken to generate the
most efficient output. The analysis of each question was undertaken by
country and by sub‐group (e.g., cruiser versus non‐cruiser). Sufficient
differentiation was found between the four sub‐groups (e.g., UK cruis-
ers, UK non‐cruisers, Australian cruisers, Australian non‐cruisers) to
permit a single whole cohort analysis for each of the two questions.
However, each of the four sub‐groups was tagged to allow their rela-
tive differences to be identified. The findings are displayed and dis-
cussed in the following section.
4. Findings
As already noted, two Leximancer analyses were undertaken to
examine responses to the two open‐ended questions. In the following
sub‐sections, the findings from these analyses are outlined.
4.1. Question 1 - travel intentions
The analysis of question one identified nine distinct themes and 19
concepts. As listed in Table 2, the most important theme was ‘TRA-
VEL’, which received 368 hits and included the concepts travel,
moment, internationally, home, COVID and risk. This reflected respon-
dents’concerns about travelling during the COVID‐19 pandemic. As
shown in the associated indicative text, many people were concerned
not just about travelling on a cruise ship but also about travelling
locally. While some (e.g., Australian cruisers) felt safe enough to take
local trips within their own country but not trips overseas, others (e.g.,
UK cruisers and UK non‐cruisers) were less confident about domestic
or international travel. This appeared to be based on their concerns
about the health risk or government‐imposed travel restrictions.
The second most important theme was ‘RISKY’, which received 134
hits and included the concepts risky, time, safe and cruise. This theme
reflected respondents’concerns about the risk COVID‐19 posed to their
health. International travel by air or sea was viewed as a potential risk
to health and there were concerns the time was not right due to the
many travel restrictions in place when the data were collected. Some
people felt travel to some countries might pose less risks than others
and there was concern among older people, who felt particularly vul-
nerable to the coronavirus.
The third most important theme was ‘AUSTRALIA’, with 100 hits,
which included the concepts Australia,overseas and international. This
reflected the views of Australian respondents, mainly Australian cruis-
ers, who felt that, if they could not travel overseas, they could at least
enjoy travel within their own country or home state. It should be noted
Australia was able to halt the spread of the COVID‐19 virus more
quickly than many other countries. State and territory governments
closed their borders and travel restrictions within some jurisdictions
were imposed, but across most of the country, the combination of
banned international travel and swift control of rates of infection
resulted in a mini‐boom for local tourism.
The fourth most important theme was ‘FEEL’, with 87 hits, which
included the concepts feel and country. This theme reflected respon-
dents’feelings about travel, domestically and internationally. Again,
Australian respondents felt confident to travel within their own coun-
try, but not overseas. This view was also held by some UK respondents,
although with some caveats about how they might travel safely.
The remaining five themes were all identified with modest hits and
had single concepts of the same name. The theme ‘COVID’reflected
the fear respondents had about the COVID‐19 virus and the impact this
had on their travel intentions. The theme ‘NERVOUS’related to con-
cerns about travel in the wake of the coronavirus and its likely impact
on health. The theme ‘WAIT’reflected respondents’view that it was
better to wait until the threat of the coronavirus was removed, either
through eradication or the invention of a vaccine. The theme
‘ABROAD’focused on respondents’concerns about overseas travel
and the final theme (‘INTERNATIONAL & INTERNATIONALLY’) was
a similar concept.
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
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Fig. 1 shows the concept map for the first question, where each of
the nine themes and their related concepts are displayed. Also shown
are the relative positions of the four sub‐groups (e.g., Australian cruis-
ers Australian non‐cruisers, UK cruisers, UK non‐cruisers). The concept
map highlights several important results. First, the proximity and asso-
ciation between the themes and concepts. Second, the proximity and
association of the four sub‐groups to the themes and concepts. As
can be seen, the theme TRAVEL was at the epicentre of the text, with
connections to RISKY flowing through the concept health. The themes
AUSTRALIA and FEEL were linked to TRAVEL through the concepts
overseas and anywhere,feel, and health. These associations show the
influence COVID‐19 has had on travel generally and the perceived risk
and feelings of concern this provokes. The peripheral, and less impor-
tant theme associations, other than that of INTERNATIONAL & INTER-
NATIONALLY, were more distant from TRAVEL, although COVID was
directly connected to RISKY, as might be expected.
The relative proximity of the four sub‐groups within the concept
map is more interesting. The Australian cruisers (Aust cruisers) were
distinctly different from their counterparts in the other three groups.
As already noted, being dedicated travellers, while affected by the
impact of the COVID‐19 pandemic restricting international travel, they
focused on seeking alternatives within Australia where there were
many good opportunities that were perceived as accessible and safe
from the threat of the coronavirus. By contrast, UK cruisers and non‐
cruisers, while equally concerned about the threat of the virus, were
waiting to travel locally and abroad due to the travel restrictions in
the UK and overseas. The position of the Australian non‐cruisers
within the concept map suggests they were also concerned about trav-
eling during the pandemic and were nervous as a result. However, like
their counterparts in the Australian cruiser community, they were also
able to consider local domestic travel.
4.2. Question 2 - intentions to cruise
The Leximancer analysis of question two identified 10 themes com-
prising 17 concepts. As listed in Table 3, the most important theme
was ‘CRUISE’, which attracted 216 hits and included the concepts
cruise, ships, future, ship, and people. This theme reflected respondents’
perceptions about the idea of taking an ocean cruise in the future. As
can be seen from the indicative text displayed in Table 3, there was a
mixture of responses, mostly negative, about the risk ocean cruising
posed during the COVID‐19 pandemic and other concerns about the
Fig. 1. All respondents’intention to travel concept map.
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
6
potential for cruise ships to serve as a transfer point for illnesses. In
some cases, there were also concerns about the way cruise ship compa-
nies treated their employees and the negative impact cruise ships can
have on the environment (e.g., UK non‐cruiser).
The second most important theme was ‘COVID’, which attracted
155 hits and included the concepts, COVID, vaccine, safe and need. This
theme was related to respondents’desire to see a vaccine or other con-
trol brought over the coronavirus before they would feel safe travelling
on cruise ships. Others expressed a desire to only travel to ‘safe’places.
For non‐cruisers, the impact of the COVID‐19 pandemic was viewed as
simply reinforcing their existing negative views of ocean cruising (e.g.,
Australian non‐cruisers).
The remaining eight themes all had significantly fewer hits and
were single concept in nature. The theme ‘TRAVEL’related to the
impact of travel bans restricting cruising, which appeared to be of par-
ticular concern to Australian cruisers. The theme ‘RISK’focused on the
perceived risk respondents felt ocean cruising posed to themselves and
their families. The theme ‘HEALTH’was associated with general con-
cerns about health that might impact their ability to cruise, with many
referring to their age and/or pre‐existing health conditions. The theme
‘PANDEMIC’encompassed respondents’concerns over a second‐wave
of the COVID‐19 pandemic, as well as the need to wait until the pan-
demic was over before taking a cruise. Some were also worried about
booking a cruise only to have the virus force the cancelation of the
trip; creating problems in securing refunds (e.g., Australian non‐
cruisers). The theme ‘INTENTION’reflected respondents’intentions
to take a cruise in the future and, as shown, this was largely negative
for many from all four groups.
The theme ‘DISEASE’addressed concerns people held about getting
ill onboard a cruise ship or having cruised and contracted a disease as a
result (e.g., Australian cruisers). Overall, this theme reflected concern
over the ability of cruise ships, which keep many people within a con-
fined space for lengthy periods, to become transmission systems for dis-
ease. The theme ‘COST’focused on the cost of travel aboard ocean cruise
ships and the cost of travel insurance, which for people with pre‐
existing illnesses, or those of an advanced age, can be very expensive.
As illustrated in the comments of one Australian cruiser, this cost
included restrictions on their ability to bring and consume alcohol
onboard that was not supplied by the vessel, and the high cost of on‐
board medical treatment. Finally, the theme ‘OUTBREAK’reflected con-
cerns about the risk of an outbreak of coronavirus or some other illness,
including food poisoning from onboard catering (e.g., UK cruiser).
Fig. 2. All respondents’intention to cruise concept map.
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
7
Table 2
Key themes and concepts –Travel intentions.
THEMES HITS CONCEPTS INDICATIVE TEXT
TRAVEL 368 Travel, moment,
internationally, home,
COVID, risk
I feel fairly comfortable travelling locally now but wouldn’t venture too far from home unless absolutely unavoidable.
I respect the fact that if I travel, I risk infecting others by not knowing if I suffer from COVID-19, or not. (Aust Cruiser).
I do not think it is right to risk travelling any distance at the moment - so I will drive a short distance to walk
somewhere nicer than my local streets, but I will not travel to the coast or the city, for example. I have not travelled
internationally for nine years, but I would certainly not consider it at the moment. I would not consider going on a
cruise again. (UK cruiser).
I would travel if I knew for certain of the level of risk of catching COVID-19 and able to take appropriate precautions
to prevent it. (UK non-cruiser).
I would feel really uncomfortable travelling right now both domestically and internationally because of the ongoing
COVID-19 pandemic. Am afraid I or anyone of my close family members may get affected during the travel. (UK
cruiser).
My age group appears to be very susceptible to COVID-19 and because of this I will not be travelling internationally
again until there is a proven vaccine available. (Aust Cruiser).
I will not travel at the moment as the UK Government says it is not safe. (UK non-cruiser).
RISKY 134 Risky, time, safe, cruise Would only even reconsider a cruise on small ships with exceptional service and hygiene. Travelling international
passing through Asia or Middle East or US too risky travelling domestically to start with would be but car and then
flights to safe destinations. (Aust Cruiser).
Travelling internationally could be risky. A cruise that didn't go anywhere other than my country would be ok
travelling within my country seem safe and I would be keen as I know it would also help the local businesses. (Aust
non-cruiser).
Solely because of age risk (I'm 78) I am for now avoiding any travel that involves being close to people other than in
my own household. I'd like to go on a cruise one day, preferably a low-cost no-frills one with a low carbon footprint.
(UK non-cruiser).
I am concerned about the health risks of travelling at this time because of the coronavirus, but also it wouldn't be
possible as so many borders are closed and there are restrictions in place. (Aust non-cruiser).
Depends where you go in current environment of coronavirus. (Aust non-cruiser).
I would never go on a cruise as I believe that they are an unhealthy situation at any time. (Aust non-cruiser).
I would feel a little scared to travel in regard to Coronavirus. (Aust non-cruiser).
It is too risky to travel now due to COVID-19. (UK non-cruiser).
Definitely something I would not do at this time, very risky and dangerous to my health, would cause a lot of
problems. (Aust non-cruiser).
I don’t think anyone should be travelling right now it’s way too risky. (Aust non-cruiser).
Air travel worries me, and I will avoid at the moment. Will not travel overseas (with exception of NZ and Pacific
Islands). Will not cruise for some time I don't think. (Aust cruiser).
AUSTRALIA 100 Australia, overseas,
international
To be honest I have no desire to travel international. Australia has so much to see. (Aust cruiser).
Depends on where I was going. Travel within Australia ok but not overseas. (Aust cruiser).
Still would not travel overseas & unsure about travel within Australia. (Aust cruiser).
I am still okay to do some travelling within my own state and country of Australia. However, I would not want to be
doing any international travel anytime soon. (Aust cruiser).
Safe in Australia provided you social distance. It is too hard to social distance on planes and ships so international
travel is risky. (Aust cruiser).
FEEL 87 Feel, country I feel nervous about travelling internationally or around the country. Cruise is out of the question for at least 2 years.
(Aust cruiser).
I feel ok travelling in my country but would not go overseas at the moment. (Aust cruiser).
I would be fine regarding travel in my own country right now, providing hygiene precautions are observed. I am on
the fence regarding overseas trips, because I feel there could be another COVID outbreak, and from what I have seen
in the last few months I would not like to be caught overseas in such a situation. (Aust non-cruiser).
I wouldn't leave the country (just in case of emergency) but would feel ok traveling withing the country as soon as
state borders are open. (Aust non-cruiser).
I feel that travelling internationally involves too many risks and too many points of contact with other people who
may or may not be carriers of the Coronavirus. I feel that travelling within my own country is a safer option as I can
use my own transport (car) and stay in rather isolated accommodation if I so choose, and only visit rather isolated
spots, in order to be careful. (UK non-cruiser).
COVID 27 COVID Bit scared with COVID. (UK cruiser).
COVID-19. (UK non-cruiser).
Due to COVID the worry would cause me a lot of concern. (Aust cruiser).
All this COVID-19 stuff is really turning me off travelling. (Aust cruiser).
I would prefer to wait until COVID-19 has a vaccine. (Aust cruiser).
NERVOUS 14 Nervous Nervous about travelling because of the virus. (Aust cruiser).
Nervous but eagerly awaiting being able to travel somewhere soon. (Aust cruiser).
Nervous, it is too soon. (UK non-cruiser).
Nervous and unsafe because of virus. (Aust cruiser).
Very nervous because of COVID-19. (UK non-cruiser).
Nervous and uncertain as to quarantine rules. (UK non-cruiser).
Domestic is OK, but nervous about internationally. (Aust non-cruiser).
I would be very nervous about travelling right now as the virus is still out there and there is a potential risk of catching
and spreading the virus to other people and places so it's just too risky. (UK non-cruiser).
It is risky to travel anywhere right now. I would feel nervous about contracting COVID-19 if I travelled. I may travel in
the future, but I will be cautious as to where and when. (Aust non-cruiser).
WAIT 14 Wait I think certain parts of the world would be safer than others, but it is too soon, better to wait until the medical
professionals give the go ahead. (Aust cruiser).
I would be fine regarding travel in my own country right now, providing hygiene precautions are observed. I am on
the fence regarding overseas trips, because I feel there could be another COVID outbreak, and from what I have seen
in the last few months I would not like to be caught overseas in such a situation. I would rather wait until times are
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
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Fig. 2 shows the concept map for the second question relating to
intentions to take an ocean cruise. As can be seen, the 10 themes are
clustered around the two most important, CRUISE and COVID. It should
be noted that CRUISE is linked to the sub‐themes TRAVEL, INTENTION,
HEALTH, DISEASE, PANDEMIC and COST, while the theme COVID is
more associated with RISK and, through the concept safe, TRAVEL.
The connection between COST and OUTBREAK suggests there was an
association between the anticipated impact on costs of ocean cruising
and insurance premiums in the event of fresh outbreaks, as well as wor-
ries that an outbreak on a cruise ship might result in the passenger being
unable to recover their deposit if a cruise was cancelled.
As with question one (shown in Fig. 1), there was a clear separation
between the Australian and UK respondents, with Australian cruisers
distinctly different from their counterparts (e.g., UK cruisers), as well
as Australian non‐cruisers. Australian cruisers were directly associated
with the themes COVID and TRAVEL, as well the concepts COVID, vac-
cine, safe, feel, and travel. This appears to reflect their focus on not
being able to cruise due to the impact of the coronavirus and the
restrictions this imposes and the risk to health. The location of the Aus-
tralian non‐cruisers indicates their less intimate knowledge of the
ocean cruising experience and their focus on the effect of the coron-
avirus on cruise ships. For the UK cruisers and non‐cruisers, their prox-
imity within the map and adjacency to COST suggests they are less
engaged with the broader range of issues associated with the impact
the COVID‐19 pandemic has had on ocean cruising. Australian respon-
dents were generally more negative about ocean cruise travel, with
cruisers less likely to want to cruise again and non‐cruisers even more
strongly opposed, with one respondent stating: “I have no intention to
ever go on a cruise again.”Many responses revealed anxiety, with most
Australians stating they would avoid all travel and cruises during the
pandemic. Phrases commonly shared across all groups included
“risky”,“scared”,“anxious”, and that any travel is “dangerous”.
4.3. Differences between Australian cruisers and non-cruisers
The analysis revealed differences between cruiser and non‐cruisers.
The cruisers who had previous experience were generally willing to
return to cruising once the COVID virus was defeated with a vaccine
or had been brought under control in any destination countries.
“Until there is a vaccine available, I would not consider ever going
on a cruise. I just wouldn't take the risk.”(AU cruiser)
“I would need to feel 100% secure that Coronavirus has been elim-
inated or a vaccine has been found for it before I would go on
another ocean cruise.”(AU cruiser)
“I won’t travel unless COVID 19 is gone or there is a vaccine”(AU
cruiser)
This sentiment was repeated by others throughout the open‐ended
questions. Indeed, several comments indicate the significant influence
of the pandemic on cruise intentions. This is reflected in comments
such as:
“COVID has deeply impacted my intention to cruise.”(AU cruiser)
“I didn’t like cruises before, but now after all the issues with
COVID‐19, this way of travelling is totally out of my thoughts”
(AU cruiser)
However, thematic analysis revealed some cruisers noted that, once
the pandemic was under control, they would consider resuming
cruising:
“I will cruise as soon as restrictions lift”,“nothing would impact my
intention to cruise”,“I would love to go in the future when COVID‐
19 is completely lifted.”(AU cruisers)
By contrast, non‐cruisers were concerned over the risk of getting
sick on the cruise ships which were described by many as a “petri dish”
serving to help grow and spread disease. For example,
“many people died from COVID going on cruise ships. Seems like a
petri dish
where the virus grows and grows on the ship.”(AU non‐cruiser)
The data suggested Australians were more likely to perceive cruise
ships as unhealthy than were their counterparts in the UK:
“full of sickness and disease”,“always illnesses on cruise ships even
before Covid‐19”,“ships are a health hazard”, with cruise ships
called “cesspools of filth”,“giant incubators”and “petri‐dishes”.
(AU non‐cruiser)
“I was very unhappy with how easy it was for people on the cruise
ships to catch and transmit and disease including covid‐19. I am
afraid that if I were to go on a cruise, I would catch something
awful from other passengers”(AU non‐cruiser)
Thematic analysis also revealed a relationship between cleanliness
and hygiene and future intentions to cruise. The map shows an empha-
sis where the themes RISK and COVID overlapped with the concepts
‘feel’and ‘safe’. This was also found in the thematic analysis and in
comments, where several participants stated they expected and
wanted more stringent health measures:
“The hygiene issues on cruises have now been highlighted for me. If
one person gets sick, I would be worried about everyone getting
sick. I would expect that cruise advertising would now include reas-
suring me of cleaning practices.”(AU non‐cruiser)
4.4. Differences between UK cruisers and non-cruisers
UK respondents were also concerned about the risk of contracting
the COVID‐19 virus during a cruise. The impact of the virus on their
future cruising intentions was also raised along with the desire to
Table 2 (continued)
THEMES HITS CONCEPTS INDICATIVE TEXT
more certain. (Aust non-cruiser).
Fine in own country, will wait a while before traveling abroad. UK non-cruiser).
I would rather wait out the troubles happening currently rather than risking unnecessarily, not just my own health,
but those of others. I foresee my travelling prospects to happen next year. (UK cruiser).
I would rather wait until either the coronavirus has been eradicated and / or a vaccine has been manufactured at scale
and rolled out. (UK non-cruiser).
I would prefer to wait until COVID-19 has a vaccine. (Aust cruiser).
ABROAD 13 Abroad I’m not feeling comfortable about travelling abroad right now. (UK cruiser).
I feel worried and feel like it is unnecessary to travel abroad. There is no real reason, we can all live in our homes if
required. (Aust non-cruiser).
Wouldn’t even consider any form of travel abroad. Am prepared to go on short day trips in my home area to places I
feel won’t be crowded and will be properly managed e.g., National Trust. (UK cruiser).
I’d be reluctant to travel abroad or on a plane at the moment. (UK non-cruiser).
INTERNATIONAL &
INTERNATIONALLY
1International &
Internationally
I would be anxious about travelling internationally at the moment. So, I have cancelled all international plans and we
are planning to take a break domestically in the UK in the next few months instead. (UK cruiser).
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
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Table 3
Key themes and concepts –all respondents cruise intentions.
THEMES HITS CONCEPTS INDICATIVE TEXT
CRUISE 216 Cruise, ships, future,
ship, people
Definitely, because many people died from COVID going on cruise ships. Seems like a petri dish where the virus grows and grows on
the ship. (Aust non-cruiser).
Greater safety and control of the epidemic because a single patient is enough to make an outbreak of the virus on a cruise. (UK cruiser).
The fact that all those people got locked down on a cruise ship is very frightening and I would hate to be on a cruise that does that.
(Aust cruiser).
Seeing people stuck on their cruises has really put me off and highlighted future problems. (UK cruiser).
I would be more like to go on a cruise once the risk of the virus is lessened. I would also need to research cruises and their locations to
find one that would suit me. (UK non-cruiser).
I was very unhappy with how easy it was for people on the cruise ships to catch and transmit and disease including covid-19. I am
afraid that if I ere to go on a cruise, I would catch something awful from other passengers. (Aust non-cruiser).
I only ever seem to hear bad things about cruise liners, be it the impact they have on the environment (e.g. the dangerously rising sea
levels around Venice; coral reef; pollutants they throw out which harms aquatic life and the ecosystem therein), the working
conditions, the ability they have to spread illness in confined conditions, the dangers if they approach too close to a coastline (e.g. Costa
Concordia), the way travellers may treat local environments when they make stop-off visits to quietly populated. (UK non-cruiser).
Yes, I think if the cruise takes more precaution measures then I would be more likely to go on a cruise very soon. (UK cruiser).
I don’t like cruise ship travel for the reason if people get sick it travels throughout the ship just as what’s happening now. (Aust non-
cruiser).
COVID 155 COVID, vaccine,
safe, need
No, I think after Covid-19 cruise ships are fully aware of everything they need to do to keep the passengers safe. (Aust cruiser).
If COVID was cleared up and there was a safe, proven vaccine etc. (Aust cruiser).
A cure for COVID-19. (UK non-cruiser).
Complete eradication of COVID-19 and no new cases for months. (UK cruiser).
I would need to feel 100% secure that Coronavirus has been eliminated or a vaccine has been found for it before I would go on another
ocean cruise. (Aust cruiser).
A vaccine or cure for COVID would make a difference. (UK non-cruiser).
There are always illnesses on cruises even before COVID-19 and top of that staff are often exploited. (Aust non-cruiser).
A COVID-19 vaccine would need to be available prior to taking another cruise. (Aust cruiser).
I won’t cruise until a vaccine is found for COVID. (UK cruiser).
As I mentioned before I didn't like cruises before, but now after all the issues with COVID-19, this way of travelling is totally out of my
thoughts. (Aust non-cruiser).
Unless we get a vaccine for coronavirus, I’m not sure I will go on a cruise again. Nothing would stop me from going on a cruise, but I
would probably cruise to safe places. (Aust cruiser).
TRAVEL 22 Travel If it’s OK to travel if travel ban is lifted. (Aust cruiser).
Travel bans and COVID-19. (Aust cruiser).
Other travel options, past experience. (Aust cruiser).
I depends on how the virus is where I would travel. (Aust cruiser).
Security of impact with others, although we do travel to enjoy people’s company? (UK cruiser).
rISK 20 Risk Even without COVID I would not want to be exposed to the risk of gastro etc. (Aust cruiser).
My high-risk status. (Aust cruiser).
Not really –I am too old to risk it and have cruised enough. (Aust cruiser).
Yes, a husband who wouldn’t consider cruising again. (Aust cruiser).
COVID risk and new legislation to protect passengers. (UK cruiser).
I will not be cruising if the virus is still around. (Aust cruiser).
No cruising. (Aust cruiser).
If a vaccine for COVID-19 is not found and therefore community transmission remains in countries posing an ongoing risk to myself
and my family. (Aust cruiser).
health 19 Health Health concerns. (Aust cruiser).
Old age and my health. (Aust cruiser).
My health. (Aust cruiser).
My health would cause me concern. (Aust cruiser).
My failing health. (Aust non-cruiser).
pandemic 15 Pandemic Whether this pandemic disappears or not and the risk of quarantine which was greatly publicised back in March. (UK non-cruiser).
Coronavirus case numbers and maybe a guarantee of a refund if a booked cruise had to be cancelled due to a pandemic/ coronavirus.
(Aust non-cruiser).
A second wave of the pandemic would probably deter me from going on a cruise next year. (UK cruiser).
The pandemic would have to ease right off. (Aust non-cruiser).
Not really, once pandemic over it will be fine. (UK cruiser).
The pandemic status. (UK non-cruiser).
intention 14 Intention COVID-19 has deeply impacted my intention to cruise. (Aust cruiser).
No. I have no intention of ever cruising, couldn’t imaging much worse things to do! (Aust non-cruiser).
I have no intention to ever go on a cruise again. (Aust cruiser).
I have not future intention to cruise. (UK cruiser).
I don’t have any future intention to cruise. I don’t like it. (Aust cruiser).
No. I have no intention of going on a cruise. (UK non-cruiser).
disease 8 Disease Most cruises have made me ill, and I have been hospitalized as soon as back in Australia. I have had Legionnaires disease and also
Pseudomonas, both presumably caused from their air-conditioning systems. (Aust cruiser).
I don't particularly like the idea of being trapped on a boat and I always thought they would be perfect disease hubs. I was right. Unless
cruises became more entertaining or had more environmentally friendly activities then I would do it. (Aust non-cruiser).
I was very unhappy with how easy it was for people on the cruise ships to catch and transmit and disease including COVID-19. I am
afraid that if I were to go on a cruise, I would catch something awful from other passengers. (Aust non-cruiser).
Yes, the threat of disease. (Aust cruiser).
Sea sickness, full of sickness and disease. (Aust non-cruiser).
Disease. Lots of people, unhygienic. (Aust cruiser).
The risk of infectious disease. (Aust cruiser).
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
10
see a vaccine to protect against the virus, and the hope that the pan-
demic eases. However, there were calls to see cruise ship operators
enhance the level of safety for passengers, and the cleanliness of the
ships. There were comments highlighting the perception that it is easy
to get sick onboard:
“Cruising has always seemed to carry a higher risk of illness –or
virus, food poisoning etc.”(UK cruiser)
However, the data suggested UK cruisers were slightly more eager
to resume travelling, with an underlying feeling that if everyone fol-
lowed the rules, life could return to normal:
“I would be more likely to go on a cruise once the risk of the virus is
lessened. I would also need to research cruises and their locations
to find one that would suit me.”(UK cruiser)
“The risk of disease…won't stop me, but I would be cautious about
the size of the ship I choose to cruise on.”(UK cruiser)
Yet more shared their feelings of desiring a return to cruising:
“Once pandemic over it will be fine”(UK cruiser)
“Not really ‐having been on cruises 45 years ago ‐I really want to
do another.”(UK cruiser)
“Yes, I think if the cruise takes more precaution measures then I
would be more likely to go on a cruise very soon”(UK Cruiser)
Analysis revealed several references to the increased likelihood
that respondents might be encouraged to return to cruising if cost or
price was attractive:
“I would like to see more offers/promotions to entice me. I would
like to see that cleaning practices are being regularly held.”(UK
cruiser)
“Only the price [would affect my cruise intentions] –hopefully
going down”(UK cruiser)
UK participants also wanted reassurance that ships were safe and
clean and wanted to see evidence of improved hygiene and cleaning
measures.
“I would expect them to be more thorough with hygiene.”(UK
cruiser)
By contrast, thematic analysis revealed UK non‐cruisers did not
have as much opposition to cruising as AU non‐cruisers. Many of the
responses from the UK non‐cruisers pointed to the little impact COVID
has had on their intentions to cruise, as they had little desire to cruise
before the pandemic. Thematic analysis also revealed that, for some of
the non‐cruisers, COVID‐19 has had little impact on intention to cruise,
as they rejected cruise holidays for other reasons. Participants stated
they “would never cruise”and had “no interest”in cruising:
“Not a cruise person”,“don’t like cruises”,“Never ever wanted to
cruise. Not my kind of holiday”
“Never fancied anyway”,“there is nothing that would convince me
to go on a cruise”.(UK non‐cruisers)
For these people, the emergence of COVID‐19 and risk perceptions
that may have changed as result of the pandemic appear to have had
little impact on intentions to cruise. However, other non‐cruisers sug-
gested once the pandemic was under control, they might try cruising:
“It’s something I would like to do when it is 100% safe to do so”
(UK non‐cruiser)
4.5. Assessment of all groups
Australian and UK non‐cruisers appeared to associate ocean
cruising with disease. However, as noted, the concept maps and
thematic analysis revealed significant differences between the Aus-
tralian and UK groups. Given that the groups were very similar in
terms of socio‐demographic factors (such as age, average household
income and gender), this suggests country of residence had a signifi-
cant influence on cruise intentions and willingness to cruise for this
sample.
The Australian cruisers’comments point to a connection between
the availability of a vaccine and their feelings of safety when cruising.
Both Australian and UK cruiser groups showed a relationship between
cruise ships and the spread of COVID‐19, suggesting cruisers, with
their direct experience, were more aware than non‐cruisers of the ease
of spreading infectious illnesses onboard. Thematic analysis also
revealed COVID‐19 had brought to the surface wider concerns about
trust. Australian and UK respondents had little faith cruise operators
would look after them if something went wrong. Australian respon-
dents especially perceived that cruise operators would not look after
them.
Nearly half of all respondents had less belief that cruise lines would
be transparent and honest about any safety or health issues. Almost
half of Australians, both cruisers and non‐cruisers, believed cruise
operators were less transparent and honest, compared to the UK cruis-
ers, who did not have strong feelings about this. In other words, both
Australian groups were much more likely to hold less trust in cruise
operators, whereas this did not emerge as significant for the UK
groups. An Australian respondent said they felt the cruise lines were
“greedy trying to restart too soon”, while another stated:
“The cruise ship industry will need to be more accountable, have
strict procedures especially in areas of health and potential dis-
eases, food safety, safety & securities and transparent in all things
in regard to this.”(Aust cruiser).
Table 3 (continued)
THEMES HITS CONCEPTS INDICATIVE TEXT
cost 7 Cost Yes, as a person who has 10 or so ocean cruises which I have enjoyed and seen parts of the world I never thought I'd see. Over these
cruises, I feel that ocean cruises have become very authoritative, you could once bring alcohol on board, to have a drink in your own
cabin, you cannot do this now, alcohol is expensive. In one of our 1st cruises one of our group became sick, flu symptoms, to visit the
ship’s doctor cost around $250 for a consultation. Whenever we have travelled on a cruise, we now take our own. (Aust cruiser).
Cost and insurance. (UK cruiser).
The cost. (UK non-cruiser).
Cost and insurance. (Aust non-cruiser).
Extra cost. (UK cruiser).
Yes, virus, impacts on climate and costs. (Aust non-cruiser).
outbreak 7 Outbreak Cruising has always seemed to carry a higher risk of illness - norovirus, food poisoning etc. I would like some proper reassurances from
the industry re compensation, refunds etc in case of an illness outbreak. (UK cruiser).Bigger outbreaks of COVID-19 on cruise ships
however we would still love to cruise again and hope that things can be learnt from what has happened and different measures put into
place. (Aust cruiser).
Another outbreak anywhere in the world would be disastrous. (Aust non-cruiser).
Length of time since corona outbreak. (Aust cruiser).
Further outbreak of COVID-19. (UK cruiser).
COVID outbreak. (UK non-cruiser).
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
11
By comparison, a UK non‐cruiser commented:
“I only ever seem to hear bad things about cruise liners, be it the
impact they have on the environment (e.g., the dangerously rising
sea levels around Venice; coral reef; pollutants they throw out
which harms aquatic life and the ecosystem therein), the working
conditions, the ability they have to spread illness in confined con-
ditions, the dangers if they approach too close to a coastline”(UK
non‐cruiser).
5. Discussion
As noted in the introduction, this study was undertaken to address
specific research gaps to better understand the effects of COVID‐19 on
risk perceptions for Australian and UK cruise markets. Further, the
study sought to determine the effect of the pandemic on how people
think and feel about cruises, how risk may potentially influence
decision‐making for a cruise holiday and to explore how non‐
cruisers perceive risk in cruising. Findings suggested three main contri-
butions to deepening understanding of Australian and UK participants’
perceptions of risk in ocean cruising in relation to the COVID‐19
pandemic.
First, significant differences were found between Australian and UK
participants, suggesting that, for this sample, country of residence
influenced risk perceptions. Australians were much less positive about
a cruise holiday and appeared to be angrier and more anxious than the
UK respondents. The heightened anxiety of Australian participants
when compared to their UK counterparts may be explained by the
social context/media portrayal of cruising and amplified risk percep-
tions about cruising. This study supports previous research that found
media coverage can define and shape risk perceptions (Mazur, 1994).
Drawing on the conceptual framework of the social amplification of
risk (Kasperson et al., 1988), risk may be amplified through opinion
leaders, cultural and social groups, government agencies, information
offices (i.e., public relations offices of a cruise line) and the news
media.
Here, risk perceptions were amplified through the widespread and
greater volume of publicly conveyed information about COVID‐19 on
cruise ships. This was particularly evident in comments by Australian
respondents, suggesting a relationship between the media’s response
and the amplification of the risk and fear of becoming infected with
COVID‐19, but also reminding the public of previous illnesses and out-
breaks onboard cruise ships. SARF suggests that, when a risk is feared,
rumours and the spreading of incorrect information influences public
perceptions and attitudes. Indeed, even after the Ruby Princess commis-
sion report was released, which absolved the cruise line of misleading
authorities or acting inappropriately, many people appeared resistant
to this new, conflicting information.
Second, cruise experience did not appear to have a positive effect
on cruise intentions in the same way previous studies have found.
The findings highlighted anxieties about cruise holidays among cruis-
ers and non‐cruisers and both were negative towards taking a cruise in
the future. Many said they would not travel until there was a vaccine.
This is significantly different to previous studies, which found infec-
tious illness outbreaks did not significantly influence cruisers’inten-
tions (Baker and Stockton, 2013; Liu et al., 2016). Liu et al. (2016)
found cruise passengers perceived self‐efficacy moderated the relation-
ship between the perceived risk of contracting norovirus and the per-
ceived overall safety of cruising. In other words, more cruise
experience led to passengers taking more steps to protect themselves,
which increased confidence in not getting sick. Similarly, Holland
(2020) found although non‐cruisers overwhelmingly felt cruise ships
were places of infection and that it was common to get sick, cruisers
felt safe and trusted the health measures implemented to look after
them. Liu‐Lastres et al. (2019) also found effective and accurate infor-
mation helps passengers feel safer and more able to cope with poten-
tial outbreaks. These studies primarily were concerned with norovirus,
which while distressing, is rarely, if ever fatal. This may account, at
least in part, for some of the differences in study findings, given that
COVID‐19 has a much higher mortality rate, and accompanying dread
factor. This study contributed to the literature by finding COVID‐19
has had a negative impact on intentions to cruise for those who have
previous cruise experience, which is fundamentally different to other
studies.
Third, the impacts of a risk event may be seen in specific ways
(Kasperson et al., 1988), which is indicative of what has occurred
for COVID‐19 and the cruise industry, as is outlined in Table 4. The
impacts of COVID‐19 on the cruise industry can be seen in the table
and reflect what often happens after a risk event. The table serves as
a starting point to move forward with identifiable recommendations
Table 4
Framing impacts of COVID-19 on cruise industry.
Loss of business Drop in demand for future cruises / no one is booking
Drop in consumer confidence for cruises and all forms of
travel
Reputational damage to Princess
Reputation of industry damaged, cruising no longer
considered ‘safe’
Financial losses Cruise lines - all revenue ceases
Passengers demand refunds
Contracts for both shoreside and crew staff are
terminated with hundreds of thousands of cruise line
employees out of work
Tertiary businesses providing services such as hotels,
airlines, ground transportation, shore excursions and
port services suffer major losses
Both Alaska and Australia encounter entire season
closure resulting in unprecedented job losses and loss of
revenue
Installation of extra health measures onboard requires
funding i.e., installation and adoption of modified HVAC
systems
Regulatory constraints Port entry dictated by national governments
Many countries close borders and port of entry
International travel restrictions jeopardising fly-cruise
options as many countries closed to any tourist arrivals
CDC no sail order for American ports
Ban on cruise ship arrivals in the US, Canada, and
Australia
Organizational changes Consolidation and restructuring of brands
Selling ships
Restructuring financial terms and
Re-organising itineraries
New health measures developed to minimize risk in the
future
Inability to get crew and passengers home during crisis /
rise in suicide rate will change mental health supports
Litigation Many passengers are taking legal action for perceived
negligence and exposure to COVID-19
Legal action to get monies returned and compensation
for holiday plans ruined
Class action lawsuit from officers and crew for having
been placed in harm and company failing to take
appropriate prevention/action
Increase or decrease in
physical risk
More effective and extensive health measures onboard
resulting in safer onboard environments
New HVAC systems will change air quality and decrease
risk for all airborne infections
Better filtration and monitoring of environment onboard
decrease risks for Legionnaires’disease
Loss of confidence in
institutions
Australians especially have lost trust in cruise lines and
the wider industry as they perceive the cruise lines to be
dishonest and untrustworthy
Increased focus on flags of convenience business
practices
Consumer pressure to re-examine environmental and tax
Brings attention to stateless multi-national companies
(Adapted from Kasperson et al., 1988)
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
12
for policy and practice. These specific areas can inform policy and pro-
vide avenues to foster a more positive image of the cruise industry and
to assist in rebuilding the sector, post pandemic.
For much of the first half of 2020, the cruise industry was pre‐
occupied with dealing with the immediate impacts of the crisis;
responding to the initial outbreaks, repatriating passengers, and crew
and, progressively, shutting down operations. Subsequently, the indus-
try began addressing more of the identified impacts, developing more
robust systems to prevent and manage infections onboard through
technical aspects, such as the HVAC systems, and new approaches to
managing the spread of community transmission. The industry has
also collaborated to develop 74 recommendations to prevent and man-
age COVID‐19 (Healthy Sail Panel, 2020), with specific guidelines for
more testing, screening, reducing exposure, ventilation, sanitation,
responses should there be an outbreak and reducing transmission dur-
ing shore excursions and among crew. Several cruise lines have intro-
duced extensive contact tracing onboard using wearable devices. New
cancellation and refund schemes have been established to manage con-
sumer anxiety about the possible loss of deposits and cruise fares. Ini-
tial test sailings in late 2020 saw the industry trialling some of these
measures, including controlled shore excursions, reduced passenger
numbers, increased testing pre‐and during the cruise, onboard isola-
tion once positives cases were registered onboard, and termination
of the cruise (see Hunter and Oppmann, 2020).
6. Conclusions, implications, and recommendations
This study contributes to the current body of literature by exploring
perceived risk in relation to the impact of the 2020 coronavirus pan-
demic on future travel intentions in general, and towards ocean cruis-
ing specifically. The media plays a role in attenuating and amplifying
risk perceptions, as was seen in Australia with the Ruby Princess. The
cruise industry must develop policies and strategies to overcome an
enduring image of cruise holidays as dangerous. There now appears
to be a stigmatisation of cruise holidays, where cruise ships are nega-
tively perceived as risky, while cruise lines are dishonest, corrupt,
untrustworthy, and valuing economic gain above human life.
The results have implications for policy and practice. Ultimately, it
is critical that cruise lines and the industry disseminate information
and educate consumers about risk mitigation. One prior example lies
with the actions of the Centre for Disease Control and Prevention
[CDC] in the USA. This organisation worked in tandem with the cruise
industry to create and develop the Vessel Sanitation Program to edu-
cate the public about health measures in place to prevent and control
the introduction, transmission and spread of gastro‐intestinal disease
(see CDC, 2019). While the CDC developed an excellent reporting
and inspection system in that regard, COVID‐19 has revealed its limi-
tations, given the program only examined gastro‐intestinal diseases
and missed the opportunity to learn from other disease outbreaks such
as SARS and MERS. Similarly, outbreaks of Legionnaires’disease have
been minimised through policy changes and regulations, in addition to
tighter measures and controls onboard all passenger ships (Garrison
et al., 2016).
While extensive health procedures have been developed for the
reporting and monitoring of illnesses, this information will need to
be disseminated much more widely to improve consumer confidence.
Most cruise ships have developed a brand‐specific outbreak prevention
plan based on CDC guidelines and industry best practice. It is also
essential for transparent and clear messaging, as this will reduce risk
perceptions and encourage consumer confidence. This also highlights
the importance of tailoring messaging to different audiences and the
significance of emotion in affecting how messages are interpreted
(Liu‐Lastres et al., 2019). Our study indicates that, for cruising to suc-
cessfully resume, the industry will need to ensure that consumers feel
safe physically (in terms of their health) and that their investment in
choosing a cruise holiday is also ‘safe’(i.e., financially, in terms of time
expended in the choice and commitment and that the cruise holiday is
unlikely to be cancelled or changed). The cruise industry must
acknowledge COVID‐19 has significantly changed people’s perceptions
of the risks of cruising. By implementing the measures already men-
tioned, the cruise industry would be able to mitigate this risk percep-
tion. These findings support this, as respondents mentioned such
measures would help them feel safe. Combined with the rollout of vac-
cines within the broader community, the industry is potentially well‐
placed to resume operations.
Future research should use the SARF model to determine the extent
to which social amplification affects risk perceptions for cruising in
relation to COVID‐19. This study found significant differences between
Australian and UK consumers and SARF may help explain why Aus-
tralians were more negative towards cruise holidays, despite similar
socio‐demographic characteristics. The model could be applied in
future research to examine relationships of interest. SARF could also
help explain the roles affect and emotion have on risk perceptions.
Future research should also compare how risk perceptions and the per-
ceived threats of COVID‐19 compare to other onboard health and
safety risks, and how this may influence cruise decision‐making.
Future studies should examine individual risk perceptions in rela-
tion to factors such as cruise history or preference for cruise length,
including examining differences between first‐time and repeat cruisers
to see if there is any relationship between risk perceptions and inten-
tions to cruise based on how many cruises a participant has gone on.
Further, future research could explore the extent to which pre‐
existing health conditions and other vulnerabilities affect consumers’
perceptions of risks in cruising. Finally, future research might consider
market segmentation to determine how factors such as family status,
age, education level or income affect risk perceptions, as this would
help marketers better understand their potential customers.
To build a sustainable future for the sector, the industry must
understand the extent to which COVID‐19 has fundamentally changed
cruising and the cruise industry, not just in terms of risk perceptions
but also such aspects as the complete cruising experience and the bal-
ance between self‐determination and institutional direction. Failure to
recognise and understand the inherent changes to cruising wrought by
the pandemic puts at risk the future viability of ocean cruising. This
will be a significant area of future research for both industry and
academia.
The cruise sector has been devastated by the pandemic and more
research is needed to better understand the impact of COVID‐19. It is
imperative to understand how the pandemic is affecting people’s will-
ingness to cruise and attitudes towards cruising that will, in turn, affect
future cruise and travel intentions. While the global tourism industry
has been negatively affected by the pandemic, no other sector has been
as widely impacted as the cruise sector, with a return to the robust
growth enjoyed prior to COVID‐19 not likely for many years, if ever.
CRediT authorship contribution statement
Jennifer Holland: Conceptualization, Formal analysis, Writing ‐
original draft, Writing –review & editing. Tim Mazzarol: Conceptual-
ization, Formal analysis, Funding acquisition, Methodology, Writing ‐
original draft, Writing –review & editing. Geoffrey N. Soutar: Con-
ceptualization, Formal analysis, Methodology, Writing –review & edit-
ing. Suellen Tapsall: Conceptualization, Methodology, Writing ‐
original draft, Writing –review & editing. Wendy A. Elliott: Concep-
tualization, Methodology, Project administration, Writing ‐original
draft, Writing –review & editing.
Acknowledgement
This study was funded by the University of Western Australia.
J. Holland et al. Transportation Research Interdisciplinary Perspectives 9 (2021) 100328
13
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