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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