Understanding Singapore's dynamic parrot trade ecosystem

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Understanding Singapore's dynamic parrot trade ecosystem
Understanding Singapore's dynamic parrot
            trade ecosystem
                                           ANUJ JAIN, SCOTT LI MENG ALOYSIUS, HEATHER LIM, TIM PLOWDEN
                                                         D I N G L I Y O N G , J E S S I C A G R A C E L E E and J A C O B P H E L P S

            Abstract Singapore is prominent in the global trade of pet                                     Keywords Behaviour change, bird trade, demand reduc-
            birds, primarily parrots. This includes its role as a key inter-                               tion, parrot, pet, Singapore, sustainable trade, wildlife trade
            national transit hub, and also its growing domestic market,
                                                                                                           Supplementary material for this article is available at
            including for threatened species. There is a need to un-
                                                                                                           doi.org/./S
            derstand the trade beyond volumes and flows, including
            consumer knowledge, preferences and behaviours, and in-
            teractions with vendors, hobbyist groups and supporting
            industries. We used three methods to examine this: () a                                       Introduction
            questionnaire with stakeholders (including parrot owners,
            hobbyist group members, breeders and supporting industry
            professionals), about the motivations for parrot ownership
            and interest in sustainable trade, () semi-structured inter-
                                                                                                           P    arrots (Psittaciformes), including macaws, cockatoos,
                                                                                                                parakeets and lorikeets, are one of the most commonly
                                                                                                           traded groups in the global pet bird trade (Bush et al.,
            views with key informants about trade dynamics, and () a                                      ). Although much of this trade is legal and based on
            review of online hobbyist groups. Based on our findings, we                                    captive-bred and/or legally harvested wild animals, a con-
            provide an initial mapping of the country’s parrot trade                                       siderable part of the trade is also illegal and unsustainable
            ecosystem. Fifty-one per cent of respondents claimed to                                        (Pires, ; Olah et al., ). Illegal trade has caused declines
            be a member of a parrot hobbyist group and % agreed                                          of many parrot species and populations globally; % of par-
            their participation in such groups had encouraged them to                                      rot species are categorized as globally threatened, with hunt-
            purchase more parrots. The majority (%) of parrot owners                                     ing and trapping the most important threat after habitat loss
            reported a preference for captive-bred rather than wild-                                       (Olah et al., ). One well-known example of a species se-
            caught parrots, and % were concerned about the illegal                                       verely affected by trapping is Spix’s macaw Cyanopsitta spixii,
            hunting of parrots for commercial trade. Most were willing                                     which became extinct in the wild largely as a result of poach-
            to pay more (%) and wait longer (%) to procure a sus-                                      ing for the pet trade (Butchart et al., ).
            tainably sourced parrot. Our approach presents the wildlife                                        Singapore is a global trade hub for birds originating from
            trade as a complex social phenomenon, with multiple physical                                   South-east Asia, Africa and Europe, for both domestic trade
            and online channels, regulatory challenges, social networks,                                   and commercial re-export to East Asia and the Middle East
            and evolving consumer preferences. We also document the                                        (TRAFFIC, ; UNODC, ; Aloysius et al., ). This
            pivotal role of hobbyist groups and their untapped potential                                   includes a large component of legal trade. Singapore was
            to leverage these networks to improve sustainable trade.                                       ranked th in the volume of legal CITES-listed parrot
                                                                                                           imports during – (UNODC, ), and nine of
                                                                                                           the top  CITES-listed traded bird species in Singapore
                                                                                                           during – were parrots (Aloysius et al., ).
                                                                                                           However, the country has also been recurrently implicated
            ANUJ JAIN*† (Corresponding author, orcid.org/0000-0001-9837-4163), SCOTT                       in the illegal wildlife trade (Nijman, ; Minin et al., ),
            LI MENG ALOYSIUS*‡, HEATHER LIM§ and DING LI YONG† ( orcid.org/0000-0003-                      including of threatened parrot species such as the yellow-
            3115-6916) BirdLife International (Asia), 354 Tanglin Road, Singapore 247672,
            Singapore. E-mail anuj.jain@birdlife.org
                                                                                                           crested cockatoo Cacatua sulphurea and African grey parrot
                                                                                                           Psittacus erithacus (Shepherd et al., ; Poole & Shepherd,
            TIM PLOWDEN Nature Society (Singapore), Singapore
                                                                                                           ; UNODC, ; Aloysius et al., ), despite the
            JESSICA GRACE LEE Mandai Nature, Singapore
                                                                                                           Singapore CITES Authority, now part of the Singapore
            JACOB PHELPS (     orcid.org/0000-0001-6489-1103) Lancaster Environment
            Centre, Lancaster University, Lancaster, UK
                                                                                                           National Parks Board, having tightened enforcement of
                                                                                                           laws against the illegal wildlife trade since  (Channel
            *Contributed equally to this work.
            †Also at: Nature Society (Singapore), Singapore                                                News Asia, ; Tan, ).
            ‡Also at: Department of Biological Sciences, National University of Singapore,                     Singapore is also a globally significant consumer market
            Singapore                                                                                      for parrots, with an estimated ,–, parrot owners
            §Also at: Department of Politics, Philosophy and Economics, Yale-National
            University of Singapore College, Singapore                                                     (A. Jain, unpubl. data). There are reports of growing domes-
            Received  May . Revision requested  June .                                         tic demand since  (Chan, ; Aloysius et al., ),
            Accepted  October .                                                                      including an estimated % annual increase in parrot sales

            This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use,
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Understanding Singapore's dynamic parrot trade ecosystem
2         A. Jain et al.

             during – (Vasko, ). This is consistent with an                              identify native parrot species, and to provide the IUCN
             increase in the number of Singaporean parrot owners in                                  Red List conservation status of the parrot species they
             their s (Aloysius et al., ), contrary to the common per-                          owned. Respondents were marked correct for these ques-
             ception that bird-keeping is a hobby of older men (Baker,                               tions if they could identify at least one native parrot and/
             ). A number of parrot hobbyist groups have emerged                                  or provide the correct Red List status for all the parrots
             across the country since , with growing membership                                  they kept. Overall, each respondent was given a score of ,
             and public free-fly events (owners demonstrating the ability                             or  depending on the number of correct answers.
             of their trained pet parrots to return after a period of free                              Questionnaire results were analysed using descriptive
             flight) that may be drawing wider public attention to parrot                            statistics. Generalized linear models (GLM) with a Poisson
             ownership (Osada, ; Aloysius et al., ; Jin, ).                              distribution were used, in R .. (R Core Team, ), to
                 Given Singapore’s role in both the legal and illegal inter-                         test the association between respondent demographics and
             national trade, and evidence of a large and constantly evolv-                           views about parrot conservation (Supplementary Table ).
             ing domestic market for pet animals, there is a need to                                 The Shapiro–Wilk test was used to check for normality of
             understand the underlying trade dynamics. Whereas pre-                                  variables. Spearman’s test was used to examine for potential
             vious studies have focused on market surveys and trade                                  correlation between variables, as they were non-parametric.
             volumes, we consider the network of domestic stakeholders                               No correlations were observed among the dependent
             that are shaping trade, including the knowledge, preferences                            variables. Education and income levels were correlated
             and behaviours of individual pet owners, and their dynamic                              and therefore only education was used as an independent
             interactions with traders and hobbyist communities. This                                variable.
             frames wildlife trade as a broader social phenomenon, a sys-
             tem of parallel legal and illegal trade channels, shifting trade
             trends, regulatory challenges, complex social networks and                              Key informant interviews
             evolving consumer preferences. In particular, we consider
                                                                                                     We conducted  semi-structured key informant interviews
             the apparent influence of pet hobbyist groups in driving
                                                                                                     during February–August , with participants selected
             consumer demand. This suggests a need to actively engage
                                                                                                     from the questionnaire respondents. In these interviews
             these communities to guide the implementation of behav-
                                                                                                     we gathered an in-depth qualitative understanding of ques-
             iour change interventions, in addition to individual consu-
                                                                                                     tionnaire responses, asking interviewees to elaborate on
             mers (Gallagher, ; Sivapriyan, ; Zheng & Leung,
                                                                                                     their choices (Supplementary Material ), and obtained a
             ) who are typically segmented according to their moti-
                                                                                                     broad understanding of the dynamics of Singapore’s parrot
             vations and preferences (Hinsley et al., ; Theng et al.,
                                                                                                     trade. Data were analysed using qualitative coding for
             ; Doughty et al., ; Thomas-Walters et al., ).
                                                                                                     themes and sub-themes (Corbin & Strauss, ). Every
                                                                                                     theme and sub-theme was analysed and illustrative quotes
             Methods                                                                                 were retained for each (Supplementary Table ). This also
                                                                                                     served to inform sampling, with saturation achieved when
             Questionnaire                                                                           no new sub-themes appeared after coding (Guest et al.,
                                                                                                     ; Newing, ). We also used the interviews and ques-
             We conducted a questionnaire survey with  parrot
                                                                                                     tionnaires to identify the key stakeholder groups involved in
             owners and other stakeholders (including hobbyist group
                                                                                                     Singapore’s trade.
             members, traders, breeders and supporting industry pro-
             fessionals) in Singapore during February–August . This
             included  respondents (.%) who were approached op-                                 Review of Singapore’s parrot hobbyist groups
             portunistically at pet stops, and  respondents (.%) who
             answered an online version circulated on bird forums and                                We reviewed Singapore’s parrot hobbyist groups on
             parrot-themed Facebook groups (Supplementary Table ) or                                Facebook in April , classifying them into five categories
             shared via chain referral sampling (Newing, ).                                      (hobbyist, lost and found, for sale, free-flying, or interest in
                The questionnaire comprised  questions (Supplementary                              specific parrot groups such as cockatiels or African grey par-
             Material ) structured into six themes: () reasons for keep-                           rots), and noting number of members, year founded, status
             ing parrots, () involvement in hobbyist groups, () parrot                             (public/closed), and level of activity (number of posts per
             breeding, () knowledge and views on conservation, ()                                  month, number of new members per month). The list of
             details of parrot ownership (numbers and species), and                                  parrot hobbyist groups was compiled based on groups
             () respondent demographics. We categorized parrots                                     mentioned by respondents (Supplementary Table ) and
             kept by respondents into small (,  g), medium (–                                  referenced in local newspaper reports about the growing
              g) and large (.  g) size classes. The last section of                            popularity of parrot ownership (Seetor, ; Baker, ;
             the questionnaire, on conservation, asked respondents to                                Vasko, ; Low, ; Chan, ; Osada, ; Woo,

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Singapore’s dynamic parrot trade ecosystem                     3

           ). Both public and private (i.e. closed) groups were                                 reason for buying additional parrots, especially smaller spe-
           searched. We also checked all ‘suggested groups’ recom-                                  cies such as lovebirds and budgerigars, was as a companion
           mended by Facebook, which are based on factors such as re-                               for the parrot(s) they already kept (Table ). Two interview
           cent visits by users, and popularity near the user or close to                           respondents indicated that it was common for parrot owners
           the user’s location in Singapore. Additionally, searches were                            to start by keeping smaller-bodied species before upgrading
           made on Facebook using the following keywords together                                   to larger species, many of which are harder to keep but also
           with ‘Singapore’: parrot labels (‘parront’, ‘fid’), hobbyist                             threatened and highly sought after (e.g. Endangered African
           activity (‘free fly’, ‘free flight’), species groupings (‘African                        grey parrot, Vulnerable hyacinth macaw Anodorhynchus hya-
           grey’, ‘macaw’, ‘cockatoo’, ‘amazon’, ‘parakeet’) and com-                               cinthinus). They expressed concern that upgrading often re-
           mercial activity (‘parrots for sale’, ‘parrot grooming’, ‘parrot                         sulted in smaller parrots being put up for sale or adoption, or
           training’). Other platforms, such as Instagram and online                                even released into the wild (Table ).
           classified platforms, came to our attention during the course
           of the research, but we did not survey them.

                                                                                                    Awareness of, concern about and willingness to pay for
           Results
                                                                                                    conservation
           The  questionnaire respondents were predominantly
                                                                                                    The majority of questionnaire respondents (%) identified
           male (%), university educated (%), young (#  years,
                                                                                                    at least one native Singapore parrot but the majority (%)
           %) or middle-aged (– years, %), with varying
                                                                                                    did not know the Red List conservation status of the parrots
           income levels and years of experience keeping parrots
                                                                                                    they kept (Fig. a). The majority (%) of interviewees also
           (Supplementary Table ). The  interviewees had com-
                                                                                                    lacked awareness about the impacts of trade on wild parrot
           pleted the questionnaire survey prior to being interviewed
                                                                                                    populations and the extinction risk faced by threatened
           and their questionnaire responses are included in the re-
                                                                                                    parrot species in trade. At least five interviewees reported
           porting of the questionnaire survey. The interviewees in-
                                                                                                    they were unaware of issues with illegal trade and trusted
           cluded not only parrot owners, but also two local parrot
                                                                                                    the pet shops to acquire birds from responsible sources
           breeders, the founder of a parrot hobbyist group, and two
                                                                                                    (Supplementary Table ). Several parrot owners perceived
           parrot sitters, who are paid professionals that provide care
                                                                                                    species rarity as a function of their abundance in the mar-
           for a parrot when the owner is away. Half of the interview
                                                                                                    kets rather than in the wild.
           respondents were female, and most were young (# 
                                                                                                        Nevertheless, the majority (%) of questionnaire re-
           years, %) or – years old (%).
                                                                                                    spondents reported they were very concerned about the il-
                                                                                                    legal hunting of parrots for commercial trade (Fig. b). They
           Motivations for ownership                                                                estimated that an average of % of the parrots imported
                                                                                                    into Singapore were acquired from the wild (Fig. e). The
           The results from the questionnaire highlighted a range of                                majority (%) reported that the parrot(s) they kept were
           individual motivations for and behaviours related to keep-                               captive-bred (Fig. c). However, the widespread lack of re-
           ing parrots. Respondents owned an average of . parrots                                 ceipts and paperwork from purchase of their parrots (%;
           comprising small, medium and large species (Table ,                                     Table ) suggests the parrot trade is predominantly based on
           Supplementary Table ). The main reported motivation                                     trust and consumers may not have information to verify the
           was ‘companionship’ (%; Fig. b) and the most important                                origins of the birds they are buying. Most respondents (%)
           factor that enabled owners to keep parrots was ‘experience/                              reported a preference for purchasing captive-bred parrots
           knowledge to care for parrots’ (%; Supplementary                                       (Fig. d), with % reportedly willing to pay more for a sus-
           Table ). The top three most important considerations                                    tainably sourced parrot (Fig. f). Of these, % were willing
           when purchasing a parrot were intelligence, trainability                                 to pay more than % of the original cost price of a parrot
           and lifespan (Fig. c), and % of questionnaire respondents                             (Fig. f), and most (%) were willing to wait a longer time
           were concerned with the rarity of their parrot, and % were                             to acquire a sustainably sourced parrot (Fig. g).
           only –% likely to keep their parrot if it was no longer                                   The level of conservation awareness of respondents was
           considered rare (Fig. d).                                                               not associated with their level of education or years of
              A further motivation for parrot ownership was the pur-                                experience keeping parrots (Supplementary Table ). How-
           chase of additional parrots as companion birds and the so-                               ever, their willingness to procure a sustainably sourced pet
           called upgrading to larger and exotic species. The majority                              parrot was strongly associated with their level of education
           of questionnaire respondents (%) were satisfied with the                               (GLM coefficient = ., P , ., n = ) and conserva-
           number of parrots they owned but % wanted more                                         tion awareness (GLM coefficient = ., P , ., n = ;
           (Fig. e,f). The interviews revealed that the predominant                                Supplementary Table ).

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4         A. Jain et al.

             TABLE 1 Key themes and illustrative quotes from the  key informant interviews about the parrot trade ecosystem in Singapore
             (Supplementary Table ).

             Key themes & sub-themes                              Illustrative quotes
             Experiences with pet shops
             Introduction to parrots                              When I went to the pet shop I had no intention to keep the parrot (but) the longer I was there,
                                                                  I knew I would come out with something.
                                                                  I went to the bird shop to buy bird food, I actually had zero intention of getting a bird but I then
                                                                  saw one that looked so cute & so tame.
             Distribution to unlicensed pet shops                 Quite often, some of the licensed bird shops will purchase more birds & then sell these birds to
                                                                  other shops that do not have the licenses to import these parrots. Although technically [they]
                                                                  cannot, they sell it this way to earn money.
             Supply from private breeders
             Preference for private breeders                      I know of many that put their heart into it & provide so much love for their parrots.
                                                                  Some home breeders are responsible & continue to provide advice along the way when needed,
                                                                  making sure that healthy weaned birds go back to a new & safe home.
             Private breeders as main suppliers                   Most people I know buy from local breeders, but they are quite silent about it because they
                                                                  are afraid of people finding out.
                                                                  Local breeders are one of the main sources of parrots in Singapore, people like to buy from
                                                                  them because they take care of the parrots better.
             Private breeders leverage online                     The home breeder publicized the budgie on Facebook.
               platforms                                          I bought my first lovebird from Gumtree.
             Hobbyist groups
             Facebook group communities                           Through the powerful social media many are introduced & made aware of parrots’ capabilities.
                                                                  Many interesting stories from parrot owners, some even post videos online to tell their stories.
                                                                  There is greater awareness on parrots because of the Facebook groups created; more parrot
                                                                  owners can get together, it is like a community where people learn from one another.
             Private breeders leverage hobbyist                   Since I read a lot about parrots, I was able to contact the main distributor of a particular brand
               networks                                           of parrot food & started the first online shop selling this unique brand 2 years ago.
             Hobbyist group events                                Many people start to join the Facebook group, there is a community to free-fly your parrots &
                                                                  talk about your parrots.
                                                                  Past 3–4 years, there are more Facebook groups, there is a community, every week they have
                                                                  free-flight events so everyone gathers.
             Public interest for hobbyist events                  Non-parrot owners will get to see the parrots & start getting interested in keeping parrots.
             Hobbyist group participation                         I saw a Hagoromo budgie on the hobbyist Facebook group for the first time; found it really
               drives demand                                      beautiful & was keen on getting one after that.
                                                                  During the parrot hobbyist group events, many people will display their birds. Through that,
                                                                  I saw how smart the African grey was & wanted it.
             Parrot poisoning                                     We like to influence other people to own parrots—we call it parrot poisoning—we share our
                                                                  passion about owning parrots with others.
                                                                  We have this term in the parrot community called poisoning—after getting one parrot, we just
                                                                  want more & more.
                                                                  There is this idea of evangelizing & getting people to have a bird. They play up the positive
                                                                  aspects of the birds & not the negatives, like the cost.
                                                                  Share with others their passion of owning parrots. . .it is fun because parrots have unique
                                                                  personalities & are intelligent beings.
             Parrot purchases
             Additional purchases                                 I bought another lovebird to keep it company.
                                                                  I wanted to find a male companion for my first female bird.
             Upgrading parrots                                    Some people think they want to start off with small parrots to train their ability to care
                                                                  for parrots then upgrade to bigger parrots after a while & keep on buying bigger parrots.
                                                                  I think this is very wrong.

             Hobbyist groups                                                                         respondents reported that at least six of the hobbyist groups
                                                                                                     organize regular (often weekly) meetings in which members
             The majority of questionnaire respondents (%) identified                              socialize and engage in activities such as grooming, free-
             as a member of at least one parrot hobbyist group (Table ;                             flying of their parrots and bonding over their shared inter-
             Supplementary Table ), of which % attended in-person                                 est. These activities often draw public attention that indi-
             meetings once per week or more (Table ). The interview                                 rectly stimulates interest for parrots (Table ).

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Singapore’s dynamic parrot trade ecosystem                     5

           FIG. 1 Motivations for parrot ownership: (a) top five factors
           influencing how respondents were introduced to parrot keeping,
                                                                                                    FIG. 2 Respondents’ knowledge and views about conservation:
           (b) top five motivations for purchasing parrots, (c) top five
                                                                                                    (a) awareness of native species and IUCN Red List status of
           considerations when purchasing a parrot, (d) likelihood of
                                                                                                    parrots owned (respondents were marked correct if they could
           keeping common parrots, (e) whether satisfied with the number
                                                                                                    identify at least one native parrot and/or provide the correct Red
           of parrots owned, and (f) how many additional parrots
                                                                                                    List status for all the parrots they kept), (b) concern about illegal
           intending to purchase (only answered by respondents who were
                                                                                                    poaching of birds from the wild, (c) reported source of parrot(s)
           not pleased with the number of parrots owned). Numbers of
                                                                                                    owned, (d) preference for the source of parrots, (e) perception of
           respondents for each question are given in parentheses.
                                                                                                    the per cent of parrots imported in Singapore that are acquired
                                                                                                    from the wild, (f) willingness to pay extra for parrots from a
              Our review on Facebook identified  online hobbyist                                  sustainable source, and (g) willingness to wait to procure a
           parrot groups in Singapore, all founded since , and                                sustainably sourced pet parrot. Numbers of respondents
           established since  (Supplementary Table ). Ten of the                               for each question are given in parentheses.
            groups specialized in specific parrot groups: lovebirds
           (Agapornis sp.), cockatiels (Nymphicus sp.), conures, amazons                            from a community (Table ). This included face-to-face en-
           (Amazona sp.), cockatoos (Cacatuidae), rose-ringed parakeets                             gagement via gatherings and free-flying events, and online
           Psittacula krameri, and African grey parrots. The cumulative                             interaction to exchange information such as recommenda-
           membership across groups was , members, although                                    tions for parrot products (e.g. toys, food, cages) and services
           some may be members of multiple groups. The oldest group                                 (e.g. vets, grooming, parrot sitting).
           was also the largest, with , members. Sixteen of the
            groups were closed. The larger groups grew by .  new                               Online trade
           members and had .  posts per month during the period
           of our review (Supplementary Table ). These figures suggest                             The questionnaire respondents reported that % of parrots
           that online hobbyist groups are active and growing.                                      were purchased online (Table ), but this is probably an
              Among hobbyist group members, the majority (%)                                      underestimate of the actual prevalence of online sales be-
           agreed their membership had fuelled their desire to pur-                                 cause some private breeders and pet shops also operate
           chase more parrots, in part because they had support                                     online. Additionally, interview respondents indicated that

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6         A. Jain et al.

             a significant proportion of parrot sales came from advertise-                           pet shops. Such events suggest high interconnectivity be-
             ments posted on popular classified sites such as chaosads-                              tween pet shops and hobbyist groups.
             singapore.com, locanto.sg and chutku.sg and social media                                   The ecosystem metaphor also reflects the dynamics
             platforms including Facebook, Carousel and Instagram.                                   among hobbyists, and key informants explained that
             Five of the  parrot hobbyist groups mentioned by re-                                  many of the consumer motivations and behaviours we
             spondents permitted online sales (Supplementary Table ),                               observed were probably shaped by interactions within
             alongside facilitating adoptions and requests for assistance                            their community (Fig. , Table ). For example, several inter-
             for locating lost parrots (Table ). At least  pet shops                              view respondents reported they actively encouraged friends
             had Facebook pages, with five shops having a similar num-                               and family to keep parrots, a local term known as ‘poison-
             ber of likes and followers as the most popular hobbyist                                 ing’ among parrot owners (Table ), which three intervie-
             groups (Supplementary Table ).                                                         wees reported was a driver for the increase in interest and
                                                                                                     demand (Table , Supplementary Table ).

             Private breeders
                                                                                                     Discussion
             The questionnaire responses indicated the importance of
             private breeders. Thirty per cent of respondents purchased                              Trade dynamics as an ecosystem
             their parrots from private breeders (Table ), who often
                                                                                                     Our map of Singapore’s parrot trade ecosystem highlights
             leveraged online networks to recommend or sell parrot-
                                                                                                     key stakeholders and their interactions, with a focus on
             related products and to increase their customer base
                                                                                                     domestic consumers. This differs from trade studies,
             (Table ). Twenty of  questionnaire respondents (%)
                                                                                                     which typically only highlight trade volumes, trends and
             reported involvement in home breeding, of which %
                                                                                                     routes. The ecosystem metaphor provides an understanding
             reported selling parrots and % bred to give away to
                                                                                                     of changing trade relationships among stakeholders. Such
             relatives or friends. The interview respondents also iden-
                                                                                                     relationships are important because existing research on
             tified private breeders, who were perceived to take better
                                                                                                     consumer demand for wildlife has highlighted the influence
             care of parrots and were cheaper than bird shops, as one of
                                                                                                     of communities on trade dynamics. For example, Saiga ante-
             the main suppliers of parrots in Singapore (Table ). Six in-
                                                                                                     lope horn consumption among younger Singaporeans is
             terviewees indicated that private breeders tended to breed
                                                                                                     encouraged by the older generation (Theng et al., ); de-
             and supply smaller and more common types of parrots
                                                                                                     mand for elephant ivory products in China and Viet Nam is
             such as lovebirds, whereas pet shops tended to specialize
                                                                                                     fuelled by influencers and key opinion leaders such as celeb-
             in larger, exotic species (Supplementary Table ).
                                                                                                     rities (Greenfield & Veríssimo, ); rhinoceros horn con-
                                                                                                     sumption in Viet Nam is considered a symbol of power and
             Singapore’s parrot trade ecosystem                                                      wealth, and driven by peer pressure amongst the wealthy
                                                                                                     class to show business success and high social standing
             Our findings indicate significant physical and virtual, social                          (Save The Rhino, ); and songbird keeping in
             and commercial interconnectivity among the stakeholders                                 Indonesia is heavily influenced by the singing competition
             engaged during this research. This involves parrot owners,                              community (Marshall et al., ) and ecosystem dynamics
             pet shops, private breeders, hobbyist groups, breeding cen-                             (Kristianto & Jepson, ). Similarly, parrot hobbyist
             tres that deal in high volumes of international import and                              groups influence the broader domestic consumer demand
             export of parrots, and a range of supporting industries, in-                            and trends for parrots in Singapore.
             cluding parrot merchandize retailers, grooming services,                                    There is scope for adopting an ecosystem approach in
             parrot sitters and free-flying facilities (Fig. ). These form                          other wildlife trade contexts, not only to identify and map
             a dynamic, national and international ecosystem of trade                                key stakeholders but also to uncover the specialist consumer
             that is creating and shaping Singapore’s evolving trade in                              communities that may be driving consumer demand. This
             parrots (Fig. ).                                                                       can contextualize individual consumers as embedded and
                Pet shops, private breeders and hobbyist groups are of                               influenced by a larger community within the trade system
             particular importance in shaping the domestic ecosystem,                                and community, often based on shared interests. Hobbyist
             often with interactions mediated via a range of online plat-                            groups and societies such as those we have described con-
             forms (Fig. , Table ). For example, our review of online                              tinue to gain global popularity as an indirect stage for pro-
             parrot hobbyist groups revealed that popular hobbyist                                   moting the sale of exotic pets (Nekaris et al., ; Siriwat
             groups recommend Facebook pages of pet shops on their                                   & Nijman, ). Engaging these communities to assess
             own Facebook pages. We observed at least two pet shops                                  preferences, levels of awareness and support for conserva-
             collaborating with hobbyist groups to host regular gather-                              tion can help in the design of conservation interventions.
             ings for parrot owners to display their parrots outside the                             Moreover, these communities could potentially become

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Singapore’s dynamic parrot trade ecosystem                     7

           FIG. 3 Overview of Singapore’s parrot trade ecosystem, including key international and domestic stakeholders, with arrows indicating
           interactions that include trade and flow of information, constructed from details provided by the  questionnaire respondents
           (including parrot owners, hobbyist group members, traders, breeders and supporting industry professionals). These interactions
           happen through both virtual and physical media.

           key partners in shaping and delivering measurable conser-                                et al., ). Developed cities are usually centres of demand
           vation interventions, to shape new social norms and change                               for exotic pets because of greater affluence, connectivity to
           behaviour (Martin et al., ). A similar approach of tar-                              international travel and transport of goods, and access to
           geted advocacy and awareness raising to address the shark                                media, information and social trends (Ding et al., ;
           fin trade amongst key stakeholders in the value chain (com-                              Devulapalli, ; Dutton et al., ). We recommend pro-
           munity members, airlines that ship shark fins and the hotel                              moting captive-bred over wild-caught parrots, taking a con-
           industry that serves fins at wedding banquets) has reduced                               servative approach against promoting sustainably harvested
           use of shark fins in weddings in Singapore (WWF, ),                                  wild parrots because of known issues with corruption, false
           and major airlines have banned shark fins from their cargos                              paperwork and the misrepresentation of quotas from some
           (Tan, ).                                                                             source countries that supply wild parrots in the region (e.g.
                                                                                                    Solomon Islands; Shepherd et al., ).
           Potential for sustainable parrot trade                                                       Our finding that many consumers purchased birds from
                                                                                                    small-scale private breeders, and many preferred these
           Respondents were generally supportive of sustainable trade;                              breeders over alternative sources, indicates an avenue for
           they were concerned about illegal hunting of parrots, and                                unregulated and potentially illegal trade. Some private
           reported they were willing to incur higher costs and wait                                breeders in Singapore have been fined for operating without
           longer to procure a more sustainable pet, even though                                    a licence (The Straits Times, ). Breeding birds privately
           most lacked an understanding of key conservation issues.                                 could also contribute to the spread of zoonotic diseases if the
           This is aligned with findings from other studies that showed                             breeding facilities do not have the appropriate health and
           respondents’ willingness to pay for conservation is corre-                               safety infrastructures for both the birds and owners. Our ques-
           lated with their familiarity and perceived affection towards                             tionnaire surveys and interviews indicated that the majority
           certain species (Martin-Lopez et al., ). Consumer will-                              of birds were purchased without receipts, which is consistent
           ingness to procure sustainably sourced pets suggests an                                  with informal sector trade. Trade is also harder to police and
           opportunity to promote legal and sustainable trade in devel-                             regulate when it is online (ACRES, ; Yin et al., ).
           oped cities such as Singapore, where higher education and                                    There is a need to engage parrot retailers (private breeders
           awareness levels can result in greater consumer support                                  and pet shops) and hobbyist groups to promote stronger con-
           for sustainable practices (GEM report, ; Moorhouse                                   servation, particularly as the sector grows. This includes

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8         A. Jain et al.

             TABLE 2 Details of parrot ownership, purchasing and hobbyist
             group membership from the questionnaire survey respondents
             (n indicates the number of survey respondents who answered a
             particular question).

             Characteristic                                 Details
             Parrot ownership
             Bird size (n = 91)                             Number of parrots owned
                                                            (mean per respondent,
                                                            percentage of total by
                                                            all respondents)
             Small (, 200 g)                                2.8 (41)
             Medium (200–400 g)                             2.1 (30)
             Large (. 400 g)                                2.3 (29)
             Mean (irrespective of size)                    4.1                                      PLATE 1 A parrot hobbyist group gathering in west Singapore
             Purchase details                                                                        on  January , displaying colour morphs of rose-ringed
             Place of purchase (n = 84)                     Number of respondents (%)                parakeets Psittacula krameri (in the foreground) and lovebirds
             Pet shops                                      29 (35)                                  Agapornis sp., budgerigars Melopsittacus undulatus, macaws
             Private breeders                               25 (30)                                  Ara sp., amazons Amazona sp. and grey parrots Psittacus sp.
             Online (including hobbyist                     12 (14)                                  (in the background). Photo: Tim Plowden.
               group websites)
             Adoption/rehoming                              7 (8)
             Others (including commercial                   11 (13)                                  domestic parrot ownership, especially for rare and high-risk
               breeding farms in Singapore)                                                          species, similar to systems used in the EU and Australia
             Received receipt upon purchase                 Number of respondents (%)                (DBCA, ; Pellett & Cope, ; Aloysius et al., ).
               (n = 143)                                                                             Genetic paternity testing could be used to differentiate
             Yes                                            25 (17)                                  captive-bred from wild-caught parrots and to ensure that par-
             No                                             118 (83)                                 rots in trade are at least F descendants from wild birds
             Hobbyist group membership
                                                                                                     (Coetzer et al., ). New licensing conditions could be estab-
             Member of online hobbyist                      Number of respondents (%)
               group (n = 142)
                                                                                                     lished and enforced for parrots, similar to that for dogs, cats
             Yes                                            73 (51)                                  and rabbits in Singapore (AVS CAW, ), which would dis-
             No                                             69 (49)                                  courage impulsive purchase, manage potential health and dis-
             Hobby group in-person                          Number of respondents (%)                ease issues and pet abandonment, which can negatively affect
               meeting frequency (n = 69)                                                            local ecosystems (Aloysius et al., ). Given the large num-
             $ 1 per week                                   26 (38)                                  bers of parrots in trade, regulators could also consider placing
             1 per 1–6 months                               22 (32)                                  restrictions on the import and export of wild-caught species of
             , 1 per 6 months                               21 (30)
                                                                                                     concern. Together, these measures would ensure a domestic
             Has being part of a parrot                     Number of respondents (%)
               hobbyist community                                                                    market of responsible suppliers and consumers committed to
               encouraged you to want to                                                             sustainable trade of captive-bred parrots, supported by appro-
               own more parrots? (n = 76)                                                            priate regulations and tracking systems to help reduce illegal
             Yes                                            49 (64)                                  and unsustainable trade.
             No                                             27 (36)

                                                                                                     The role of hobbyist groups in shaping trade and
                                                                                                     conservation
             establishing guidelines that encourage or mandate retailers to
             issue receipts and providing customers with information,                                Formal social networks play key roles in facilitating trade and
             such as about the source of their animal, health certificates                           shaping consumer demand. Most efforts to reduce wildlife
             and, potentially, details of their IUCN and CITES status.                               demand in Asia have focused on enforcement and punish-
             This would facilitate trade monitoring and the accountability                           ment for non-compliance with regulations. However, some
             of both buyers and sellers (the majority of our respondents                             recent efforts target the individual consumer through conser-
             were not aware of the trade implications or conservation sta-                           vation campaigns and programmes (Veríssimo & Wan, ),
             tus of the parrots they kept, but were concerned about the                              and our findings suggest a potential for this type of targeted
             illegal trade). Hobbyist groups could help to emphasize the                             community-level intervention.
             threats faced by parrots rather than advertise their rarity.                               We also found that hobbyist group members have
                 One way to regulate the complex parrot trade would be                               heterogeneous preferences, with the majority preferring
             the development of a national licensing and bird-ringing or                             captive-bred birds but a few preferring wild-caught ones.
             microchip system linked to a centralized registry, to track                             Such trends have also been shown for orchids (Hinsley

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Singapore’s dynamic parrot trade ecosystem                         9

           et al., ), and reptiles and amphibians (Natusch & Lyons,                             and offline, to shape consumer preferences for conservation
           ). Long-term, cross-cultural preferences have been ob-                               gains. These dynamic, growing communities seem to be not
           served for the most attractive parrot species in Mexico and                              only driving trade, but shaping consumer preferences and
           USA (Tella & Hiraldo, ). This suggests a need to exam-                               facilitating trade, but have not yet been leveraged to engage
           ine such heterogeneity within and across hobbyist groups                                 meaningfully with conservation issues. This may be true for
           and to design targeted conservation interventions for differ-                            many other taxa affected by wildlife trade that have dedi-
           ent types of hobbyists.                                                                  cated communities of enthusiasts, such as beetles, orna-
               Social networks also have the potential to serve as conduits                         mental plants (orchids, pitcher plants), songbirds, reptiles,
           for promoting conservation and good husbandry practices                                  amphibians and fish. Viewing trade and consumption as
           through virtual (Facebook groups) and physical (meetings                                 an ecosystem involving community interactions suggests
           and free-flying sessions) community events. These could in-                              new opportunities for conservation. The goal is not to halt
           clude outreach and behaviour change campaigns, associated                                trade but rather to empower communities to become advo-
           with conservation messages that engage children (Damerell                                cates for responsible and sustainable trade.
           et al., ), information about mortality rates in the supply
           chain, and information about ecological impacts of unsus-                                Acknowledgements We thank the questionnaire and interview re-
           tainable harvesting on wild populations. These groups could                              spondents for participating in this research; parrot hobbyist groups for
                                                                                                    allowing us to join their events; and colleagues from the Nature Society
           also serve as platforms for recommending sustainable sourc-                              (Singapore) and BirdLife International for constructive comments
           ing options, including accredited vendors, for establishing                              during the research design and implementation. This research
           codes of conduct for members, and social sanctions for                                   received no specific grant from any funding agency, or commercial
           rule-breaking. We believe that many parrot owners in                                     or not-for-profit sectors.
           Singapore would be receptive to such messages, as most of
           our questionnaire respondents were concerned about but un-                               Author contributions Design of questionnaire, interview and meth-
                                                                                                    ods: AJ, SLMA, HL, JGL; fieldwork: SLMA, HL, AJ; online surveys: TP;
           aware of the conservation issues faced by parrots in trade, and                          data analysis, writing: all authors.
           were reportedly influenced by their peers in hobbyist groups.
                                                                                                    Conflicts of interest None.
           Limitations
                                                                                                    Ethical standards All questionnaires and interviews conformed with
           We acknowledge that because the majority of our question-                                the British Sociological Association guidelines. The objectives and impli-
           naire surveys were conducted online, our sample may be                                   cations of the research were explained to the participants, who provided
                                                                                                    freely given and informed consent for their participation. Most of the ques-
           biased towards younger and more educated respondents,                                    tionnaire surveys were collected online, with the option for respondents
           who are more likely to be engaged in online forums. This                                 to remain anonymous. Interviews were conducted in person or over the
           may also explain why the respondents’ education levels were                              phone, one-on-one, in a quiet setting, and interviews were recorded
           much higher than the Singapore average (Supplementary                                    after seeking the interviewee’s consent, and deleted following data analysis.
           Table ). As we asked respondents about sensitive topics                                 This research abided by the Oryx guidelines on ethical standards.
           such as the source of their parrots and preference for source
           (captive-bred, wild-caught or hybrids), some may not have                                References
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