Environmental Disclosure as a Tool for Public Sector Legitimacy: A Twitter Intelligence Approach

DOI: 10.4018/IJPADA.2020070101 In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 Copy igh © 2020, IGI Global. Copying o dis ibu ing in p in o elec onic o ms wi hou w i en pe mission o IGI Global is p ohibi ed. 1 En i onmen al Disclosu e as a Tool o Public Sec o Legi imacy: A Twi e In elligence App oach En ique Bonsón, Uni e si y o Huel a, Spain Da id Pe ea, Uni e si y o Huel a, Spain h ps://o cid.o g/0000-0003-3110-8922 Michaela Bedná o á, Uni e si y o Pablo de Ola ide, Spain ABSTRACT The pu pose o his s udy is o measu e he ex en o Twi e en i onmen al epo ing by Andalusian municipali ies (Spain) and iden i y he de e minan ac o s o such a disclosu e. Thus, ac o s such as popula ion, geoloca ion, poli ical signs, and sus ainable commi men s we e analyzed unde he legi imacy heo y app oach. The sample consis ed o he o icial Twi e accoun s o he 153 bigges local go e nmen s in Andalusia. The classi ica ion o he en i onmen al wee s was based on a dic iona y based on he GRI epo ing s anda ds o en i onmen al disclosu e, and a Twi e en i onmen al disclosu e index (TEDI) was de eloped. The esul s show ha mos o he local go e nmen s in Andalusia (77.78%) ha e an o icial Twi e accoun wi h di e en le els o audience, pene a ion, and ac i i y. On he o he hand, i was ound ha en i onmen al disclosu e is e y low. Howe e , municipali ies wi h mo e su plus budge and municipali ies wi h a g ea e numbe o sus ainable commi men s ne wo ks end o epo mo e on en i onmen al issues h ough Twi e . KEywoRDS En i onmen al Disclosu e, GRI Repo ing, Legi imacy Theo y, Local Go e nmen , Twi e This a icle, o iginally published unde IGI Global’s copy igh on July 1, 2020 will p oceed wi h publica ion as an Open Access a icle s a ing on Feb ua y 3, 2021 in he gold Open Access jou nal, In e na ional Jou nal o Public Adminis a ion in he Digi al Age (con e ed o gold Open Access Janua y 1, 2021), and will be dis ibu ed unde he e ms o he C ea i e Commons A ibu ion License (h p://c e- a i ecommons.o g/licenses/by/4.0/) which pe mi s un es ic ed use, dis ibu ion, and p oduc ion in any medium, p o ided he au ho o he o iginal wo k and o iginal publica ion sou ce a e p ope ly c edi ed. In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 2 INTRoDUCTIoN Ai and wa e pollu ion, was e disposal, de o es a ion and CO2 emissions a e jus a ew o he en i onmen al conce n’s socie y is acing oday. Despi e he global e o s being made owa d di e en en i onmen al policies, en i onmen al c imes ha e g adually inc eased (Ramí ez & Palos-Sánchez, 2018). In e na ionally, he e is an inc eased conce n abou he nega i e en i onmen al impac o o ganisa ional ac i i ies (Bakan, 2004; Osbo ne & Ball, 2011). Ne e heless, esea ch has ocused mos ly on ends in en i onmen al disclosu e by big co po a ions (Deegan e al., 2002), and a en ion o en i onmen al anspa ency in he public sec o has been a he low (Lodhia e al., 2012). In e ms o en i onmen al disclosu e in he public sec o , a numbe o s udies ha e used as a basis o con en analysis (Dumay e al., 2010; Fa ne i & Gu h ie, 2009; Lodhia e al., 2012) he Sus ainabili y Repo ing Guidelines by he Global Repo ing Ini ia i e (GRI). The GRI guidelines, de eloped in 1997, a e he mos de eloped sus ainabili y epo ing s anda ds based on he iple bo om line app oach (economic, en i onmen al and social indica o s), and o mo e han a decade, hey ha e been he leading epo ing amewo k o sus ainabili y disclosu e wo ldwide (Alazzani & Wan-Hussin, 2013; Alonso-Almeida e al., 2014; Ballou & Hei ge , 2005; KPMG In e na ional, 2017; Roca & Sea cy, 2012). The o ganiza ions in e es ed in GRI a e no only companies, bu go e nmen s, since widesp ead sus ainabili y epo ing can help d i e p og ess owa d sus ainable de elopmen goals (GRI, 2019) and can be he basis o en i onmen al in o ma ion disclosu e ha is ega ded as a p e equisi e o local socioeconomic de elopmen and is a basic equi emen o a anspa en go e nmen (Kosajan e al., 2018). The en i onmen al disclosu e epo ed by he go e nmen s s udied is no limi ed exclusi ely o he impac o hei ins i u ion on he en i onmen , bu also akes in o accoun any en i onmen al in o ma ion o ac ion in e es ing o ci izens based on he 300 se ies o GRI S anda ds issued in 2016, ha is composed by he hema ic s anda ds ha epo he ma e ial impac s o an o ganiza ion ega ding en i onmen al issues. Howe e , despi e he exis ence o s anda dized en i onmen al amewo k, public awa eness is key o making a success in igh ing en i onmen al p oblems (Easman e al., 2018; Knee Tan e al., 2008). Fo his, he e mus be a well-in o med public. Since disclosing en i onmen al in o ma ion o he public o e s an oppo uni y o hem o unde s and and de elop s ewa dship abou hei en i onmen al en i ies (Spash, 2002; Zheng e al., 2014) and hey can inc ease hei suppo o en i onmen ac ions (Easman e al., 2018). En i onmen al in o ma ion disclosu e is a signi ican sub ield o go e nmen in o ma ion disclosu e (Kosajan e al., 2018) and ha ing i om he go e nmen is an essen ial equi emen o he exe cise o ci izenship (Qui oga, 2019). Go e nmen s wo ldwide ha e emb aced en i onmen al in o ma ion disclosu e as an indispensable key o hei s a egies o imp o e en i onmen al condi ions (Chen & Ting Cho, 2019). This means ha he esponsibili y o disclosu e o his in o ma ion mus be bo ne by In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 3 all and sund y a all le els- na ional, egional and local (Oye o e al., 2018). Specially, he local go e nmen is a a ele an le el o unde ake he s a egies o en i onmen al go e nance (Wu e al., 2020), since hey a e he ins i u ions mo e close o ci izens o c ea e hem en i onmen al public awa eness. Al hough en i onmen al in o ma ion disclosu e by local go e nmen s has been shown as a use ul ool, o example o pollu ion con ol (Tian e al., 2016), hei e idence has been unde s udied (Swi ze , 2019). No wi hs anding, many e o s o disclose ci izens abou en i onmen al issues a e no ansla ed in o a la ge deg ee o public awa eness i he e a e ine ec i e communica ion s a egies (Mooney e al., 2009). Unlike adi ional communica ion media, social media (SM) allow o immediacy in in o ma ion sha ing and o e s akeholde s mo e possibili ies o in e ac ion (Suá ez-Rico e al., 2018). C iado and Villod e (2018) poin ou he apid adop ion o SM by public adminis a ions. Taking in o accoun ha , 49 pe cen o he wo ld’s o al popula ion a e SM use s (We a e social & Hoo sui e, 2020), SM can be u ilized as a ool o eaching all o hem and bo h g eenwash o aise awa eness agains en i onmen al issues (Maco ela & Bu man, 2016). Thus, he e is a need o mo e in-dep h analysis o he ex en and d i e s o olun a y en i onmen al disclosu e in he public sec o using hese pla o ms. E e (2014) and Du o , Lacalle Gal ez, and Ve sailles (2016) indica ed ha Twi e is cu en ly being widely used as a ool o en i onmen al disclosu e. To hei knowledge, he e is no p e ious s udy examining en i onmen al disclosu e by local go e nmen s ia Twi e . In he p esen s udy, he au ho s aim o analyse he ex en o Twi e en i onmen al epo ing by Andalusian municipali ies (Spanish egion) and o iden i y ela ed de e minan ac o s o such a disclosu e. Fac o s such as popula ion, geoloca ion, poli ical signs and sus ainable commi men s we e analysed ollowing he p emise o he legi imacy heo y. Fo he pu poses o his s udy, a Twi e En i onmen al Disclosu e Index (TEDI) was de eloped based on he GRI 300 s anda ds o conduc an au oma ed con en analysis. Thus, h ough his s udy, he au ho s seek o shed mo e ligh on he d i e s o en i onmen al anspa ency in local go e nmen ia Twi e . Acco ding o ecen in e na ional s a is ics, Spain has he second highes usage o Twi e in Eu ope (S a is ic, 2018). The Andalusian municipali ies ha e been chosen o u he analysis because i is he egion wi h he highes popula ion in Spain (INE, 2017) and a leading egion in he use o SM (Fundación O ange, 2014; Fundación Tele ónica, 2016). SM a e a majo channel o online communica ions, and local go e nmen s a e seizing his oppo uni y (Ha o-de-Rosa io, Sáez-Ma ín, & Caba-Pé ez, 2018). A no el aspec o he p esen s udy is he ocus on en i onmen al disclosu e ia Twi e by local go e nmen s and he obus ness o he s udy, as he analysis has conside ed nea ly e e y wee by each municipali y since hey s a ed hei accoun . This pape add esses wo esea ch ques ions: RQ1: How do local go e nmen s use Twi e o di ulge en i onmen al issues? and RQ2: Wha a e he ac o s ha in luence he en i onmen al disclosu e o local go e nmen s on Twi e ? Thei indings p o ide a con ibu ion o he unde s anding o how and why local go e nmen s disclose In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 4 en i onmen al in o ma ion. The adminis a o s o SM in local go e nmen s can ake ad an age o he indings d awn in his s udy o be e unde s and he gene al end o en i onmen al disclosu e in public sec o and plan he u u e communica ion s a egies. A e o e ing a b ie in oduc ion in his sec ion, he es o he a icle is o ganised as ollows: he au ho s p esen a e iew o p e ious s udies in he ollowing sec ion, ela ed o en i onmen al epo ing. The nex sec ion explains he da a used in he esea ch and he me hods ollowed in his analysis. La e , he indings on he en i onmen al disclosu e on Twi e o he Andalusian municipali ies a e p esen ed and discussed. The conclusions and con ibu ions o he s udy a e p esen ed. Finally, he main limi a ions and a enues o u u e in es iga ions a e discussed. LITERATURE REVIEw En i onmen al Repo ing O e he las wo decades, en i onmen al disclosu e by co po a ions has d ama ically inc eased as a esponse o en i onmen al conce ns and social p essu e. As a esul , he numbe o companies paying a en ion o en i onmen al conce ns and p o iding in o ma ion abou hei en i onmen al impac , in addi ion o hei inancial pe o mance, has signi ican ly inc eased (Se a eim, 2013). KPMG In e na ional’s Co po a e Social Responsibili y (CSR) epo ing su ey (2017), analysing he 100 la ges companies in 49 coun ies, e eals ha 72% o hese companies p o ide a sus ainabili y epo which includes in o ma ion on he economic, en i onmen al and social pe o mance o he company. Al hough he e a e many s anda ds o e ing guidance on how o epo on en i onmen al issues, he e is no one in e na ionally ecognised and gene ally accep ed s anda d o en i onmen al disclosu e, as he e is o inancial epo ing (Ma imon, Alonso-Almeida, Rod íguez, & Co ez, 2012). Howe e , in e na ional ins i u ions such as GRI ep esen a signi ican s ep owa ds uni ica ion in his ma e . The majo i y o esea ch analysing en i onmen al disclosu e by companies shows ha i is a ool o achie e a ce ain deg ee o legi imacy wi h s akeholde s (Deegan e al., 2002; Lodhia, 2004). On he o he hand, public sec o en i onmen al disclosu e has no inc eased as d ama ically as i has in he p i a e sec o (Lodhia e al., 2012), and he e is ela i ely li le esea ch o heo e ical amewo k on why public sec o en i ies engage in en i onmen al epo ing (Bu i & Welch, 1997; Gu h ie e al., 2010). Dumay e al. (2010) p o ided a e iew o GRI sus ainabili y epo s issued wi hin he public sec o , indica ing ha only a ew en i ies ha e issued a sus ainabili y epo in compliance wi h hese guidelines. Some au ho s claim ha public sec o en i ies should ac as a ole model o guide he p i a e sec o in o app op ia e p ac ices in sus ainabili y accoun ing (Gu h ie e al., 2010; Osbo ne & Ball, 2011). Legi imacy Theo y One o he mos widely used app oaches o jus i y he disclosu e o sus ainabili y in o ma ion ocused on he legi imacy heo y (Deegan e al., 2002; Ga cía-Sánchez e In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 5 al., 2013). In sho , he heo y o legi imacy is abou mee ing expec a ions o socie y as implied in he social con ac (Richa dson, 1987). Dowling and P e e (1975) see legi imacy as a ha monisa ion o o ganisa ional p ac ices and social alues. P io use o his heo y has mos ly ocused on he en i onmen al epo ing o companies (Deegan & Rankin, 1996; G ay e al., 1995; Pa en, 1991). Nume ous s udies show ha companies exposed o public p essu e, usually om hose ope a ing in he c i ical sec o , end o disclose mo e en i onmen al in o ma ion o gain legi imacy. Some companies wi h poo en i onmen al pe o mance e en use en i onmen al disclosu e as a ool o g eenwashing (Cho & Pa en, 2007; Deegan e al., 2002; Lodhia, 2004). I is ha in some in es iga ions (Bu i & Welch, 1997; Fa ne i & Gu h ie, 2009; G. R. F os & Seame , 2002; Lodhia e al., 2012) he legi imacy heo y has been applied o public sec o disclosu e, despi e he easons behind he in e es o public agencies in e ealing how hey add ess sus ainabili y issues do no di e om hose o p i a e companies (Lamp inidi & Kubo, 2008). Bu i and Welch (1997) ound ha public sec o en i ies wi h g ea e isibili y end o epo mo e en i onmen al in o ma ion. B oadben , Laughlin and Alwani-S a (2010), on he o he hand, s a ed ha inc eased en i onmen al epo ing is ac ually a esul o a egula o y push and claimed ha no ma i e o ces a e powe ul d i e s o sus ainabili y p ac ices in he public sec o . In sho , despi e he ac ha sus ainabili y disclosu e p ac ices in he public sec o a e in hei in ancy compa ed o he p i a e sec o (Dumay e al., 2010; Leeson e al., 2005), go e nmen s ha e as pa o hei o iginal unc ions p o iding be e in o ma ion on sus ainabili y ac i i ies (Ball & Bebbing on, 2008). In his way, hey ace public p essu e, which equi es hem o legi imize ha hei ac i i ies a e socially esponsible, as well as esponsible in e ms o sus ainabili y (Ga cía-Sánchez e al., 2013), gi en he ac ha he public sec o ope a es wi h unds om ci izens, hey demand mo e and mo e in o ma ion and anspa ency abou hei public ac ions (Guillamón, Rios, e al., 2011). Howe e , legi imacy is h ea ened when i is only abou symbolic ac ions and no ac s ac ions (Be one e al., 2009). In addi ion, Fe ejohn (1999) a gues ha poli icians who wan o imp o e he size o he public sec o mus inc ease he dissemina ion o in o ma ion o ecei e mo e esou ces and ob ain he us o o e s. Social Media in he Public Sec o The apid adop ion o SM by public adminis a ions dese es a en ion (C iado & Villod e, 2018). Inco po a ing SM in o he local adminis a ion communica ion s a egy p o ides anspa ency o local go e nmen s and imp o es policy-making and he p o ision o public se ices (Bonsón e al., 2012). SM pla o ms may become he new local discussion o ums, whe e local go e nmen s send local se ice– ela ed messages o hei ci izens and may se e as in o ma ion exchange channels o ob ain eedback om ci izens (Ha o-De-Rosa io e al., 2018). In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 6 Thus, SM is an e ec i e means o local go e nmen o imp o e ci izens’ us in go e nmen (Song & Lee, 2016), allowing ci izens and go e nmen o ge close and hey can co-c ea ed in o ma ion, ci izens demand se ices, policy is nego iable, and go e nance is sha ed (Reddick & No is, 2013). The eby SM dec eases in o ma ion asymme y be ween go e nmen unc iona ies and ci izens, and i is empowe ed ci izens o expand hei ole in dealing wi h public p oblems (Eom e al., 2018). Highligh ing he SM’s ole as a ool o gene a ing bene icial e ec s in he public sec o . Despi e i s bene icial e ec s, he decision o local go e nmen s o adop SM p ac ices is d i en, acco ding Me gel (2013), by in some cases hey ac i ely sea ch o in o ma ion and exis ing bes p ac ices and in o he cases hey passi ely obse e and copy o he ins i u ions’ beha iou . Twi e as a Tool o En i onmen al Disclosu e in he Public Sec o SM a e powe ul communica ion ools, allowing o he scale- ee dissemina ion o in o ma ion (Wukich & S einbe g, 2013). Millham and A kin (2018) poin ou ha he dynamics o sha ing in o ma ion ia SM esponds o hei inna e need o communica ion. Among he di e en exis ing SM pla o ms, he mos used by go e nmen s we e Facebook, Twi e , YouTube and Ins ag am (Con e as-O ozco, 2017). Howe e , Twi e is he mos popula SM in wo ld poli ics (BWC, 2019). Twi e is an example o less-cons ained communica ion ep esen ing a millennial s yle, which is sho , quick, and in e ac i e. I is an inno a i e media pla o m wi h open and ho izon al ne wo ks (Honeycu & He ing, 2009; Le man & Ghosh, 2010), which g an s use s access o a la ge amoun o con en and i p o ides a mo e in e ac i e and open communica ion han o he SM in whe e use s a e allowed o ollow o he s wi hou hei app o al as well as ending opics wi hou ha ing o login (Kim, 2015). Fo hese easons, Twi e is he SM’s pla o m p e e ed among public adminis a ions, since i allows o communica e wi h o he s who ha e simila in e es s, ega dless o whe he use s know each o he , and dissemina e in o ma ion o a b oad ange o communi ies (Gao & Lee, 2017). Tha is why i has gained so much popula i y and cu en ly coun s mo e han 330 million mon hly use s exchanging mo e han 500 million messages e e y day (Suá ez- Rico e al., 2018). Al hough he g ow h o ac i e use s has mode a ed, Twi e has c ea ed a g ea communi y ha , o now, shows a s ong loyal y (Sánchez, 2018). Twi e ’s unc ionali ies can assis in communica ing in o ma ion abou en i onmen al issues (Mooney e al., 2009). Busch and Shephe d (2014) claim ha one o he main ac o s ha has made Twi e an a ac i e ool o sus ainabili y disclosu e is he pe cep ion o democ a ic pa icipa ion, ela ed o mo e oppo uni ies o social ac i ism, digi al ci izenship and ee speech—some hing ha is only possible in a wo-way media o ma . In addi ion, Ake lo and Maibach (2008) indica ed ha highe public awa eness achie es when he en i onmen al campaigns ha e highe a es o message equency and o ha , Twi e is he ideal pla o m whe e you can pos sho messages equen ly. In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 7 Al hough he e a e some s udies on Twi e in he public sec o , he li e a u e on Twi e in local go e nmen s is a he sca ce (Ande son e al., 2015; C iado & Villod e, 2018; Sobaci & Ka kin, 2013) and almos non-exis en in he use o Twi e on en i onmen al issues (Hodges & S ocking, 2016; Shan e al., 2020). A s udy by Wukich and S einbe g (2013) analysed how he use o hash ags acili a es he dissemina ion o in o ma ion du ing ex eme e en s. Ha o-de-Rosa io e al. (2018) analysed he usage o Facebook and Twi e as ools o ci izens’ commi men wi h Spanish local go e nmen s. Bonsón, Pe ea and Bedná o á (2019) s udied Twi e usage and ci izens’ engagemen in Andalusian local go e nmen . Fac o s Behind En i onmen al Disclosu e Fo he second esea ch ques ion (RQ2: Wha a e he ac o s ha in luence he en i onmen al disclosu e o local go e nmen s on Twi e ?) he p e ious li e a u e has p esen ed ha he e a e ac o s ha may ei he inc ease o slow en i onmen al disclosu e by go e nmen s. They include economic ac o s, municipal ea u es and poli ical ac o s. Economic Fac o s To ca y ou any en i onmen al ac ion he municipali ies need o ha e an economic sus enance, which hey ob ain om hei public budge s. This indica o is ep esen a i e o good managemen o local go e nmen (And ews, 2010). The balance o he posi i e budge (su plus) allows municipali ies o imp o e hei in o ma ion sys ems (Al e al., 2006) and hus inc ease en i onmen al disclosu e. In con as , wi h a nega i e budge balance (de ici ), municipali ies usually a e mo e anspa en (Guillamón, Rios, e al., 2011), al hough o he au ho s (Ga cía-Sánchez e al., 2013; Na a o e al., 2010) ind no e idence ha en i onmen al disclosu e is a o ed by he budge balance. The unemploymen a e, which is s ongly ela ed o he economic le el o he municipali y (Alonso-Villa e al., 2009), has been analyzed in a ious in es iga ions showing ha i a ec s he en i onmen al disclosu e o municipali ies in di e en scena ios. (Guillamón, Rios, e al., 2011; Na a o e al., 2011). Howe e , o he au ho s (Ga cía-Sánchez e al., 2013; P ado-Lo enzo e al., 2012) ha e no ound a signi ican ela ionship. Municipal Fea u es Among be ween, he e a e di e ences ega ding o popula ion size, so ha hei beha io will be di e en in some espec s be ween a la ge municipali y and a small municipali y (McEl oy e al., 2005). Se e al au ho s (G. R. F os & Seame , 2002; Ga cía-Sánchez e al., 2013; Joseph & Taplin, 2011) ob ain e idence in a o o he ac ha la ge municipali ies disclose mo e en i onmen al in o ma ion, since hey should be mo e anspa en o legi imize hei unc ions because hey ha e a highe deg ee o isibili y, o which a ac s he a en ion o poli icians, en i onmen al g oups and he gene al public. In con as , nei he P ado-Lo enzo e al. (2012) no Sánchez de Miguel (2019) ound a signi ican ela ionship o popula ion size in en i onmen al disclosu e. In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 8 The loca ion o he municipali y (coas o inland) is usually an indica o o he municipali y’s de elopmen (Ribei o & Guzman, 2011), which is linked in Spain wi h i s main p oduc i e sec o , ou ism (WTTC, 2020). Despi e he ac ha ou ism ac i i y gene a es posi i e impac s in he municipali y’s en i onmen al sphe e, he nega i e impac s ha e been g ea e and mo e isible as hey a e di ec impac s on he physical en i onmen (Gómez B una & Ma ín Duque, 2019). Some au ho s ha e concluded ha he ha m ul impac s o ou ism on he en i onmen hey a e pe cei ed mo e nega i ely in coas al municipali ies han in inland municipali ies (Gómez B una & Ma ín Duque, 2019; Zahedi, 2008), which implies ha coas al municipali ies should disclose mo e abou he en i onmen o legi imize he ac ions o he nega i e impac o ou ism on i s ci izens. Howe e , his does no only occu in he public sec o since keeping in mind ha he easons behind legi imizing he disclosu e o how hey add ess sus ainabili y p oblems in he public sec o do no di e om he p i a e sec o (Lamp inidi & Kubo, 2008; Liu & Anbumozhi, 2009) Chinese companies ope a ing in coas al egions a e mo e likely o disclose sus ainabili y- ela ed da a. Howe e , o he au ho s (Ribei o, 2007; Ribei o & Guzman, 2011) ha e poin ed ou ha he geoloca ion o he municipali ies has no associa ion wi h hei en i onmen al disclosu e. Poli ical Fac o s The ideology o he uling pa y in each Spanish municipali y is amed in le -wing blocks (p og essi e) and in igh -wing blocks (conse a i es) (CIS, 2015), which a e no cha ac e ized by he ag eemen cul u e o he pac s be ween he di e en ideological blocks compa ed o Eu ope (Aunión e al., 2020). Al hough he legisla u e las s ou yea s, in Spain he e is no maximum limi o legisla u es o na ional o municipali y le el, so he p esiden o mayo can be e-elec ed in se e al consecu i e elec ions (Rod íguez-Pina & Ma eo, 2017). As And eu-Abela and Rome o-Reche (2019) p esen , ha a na ional le el he pa y chosen o go e n changes mo e while a he municipal le el he e is g ea e con inui y o he uling pa y. They explain ha his is because in he beha io o he Andalusian o e , he con ex ual ac o s a e basic, bo h he oo s o he o ma ion and he habi a seem e ec i e p edic o s o he o e in his communi y. Fo his eason, a he municipal le el, a pa y wi h oo s has a much g ea e chance o being o ed o han ano he , wi hou headqua e s, in as uc u e and egula ac i i y in he e i o y. This means ha he poli ical sign o he municipal go e nmen can in luence sus ainable dissemina ion p ac ices, gi en ha di e en ideologies o en p opose di e en s yles o ci y (P ado-Lo enzo e al., 2012). Howe e , in he li e a u e he e a e dispa i ies in conclusions abou how municipali ies epo on en i onmen al ma e s acco ding o hei poli ical sign. On he one hand, some au ho s ha e ound a nega i e ela ionship be ween igh -wing ideology and he implemen a ion o sus ainable p ac ices, while o he au ho s ha e p esen ed ha i is le -wing go e nmen s ha nega i ely in luence sus ainable p ac ices, since igh -wing pa ies dedica e addi ional e o s ega ding he en i onmen o a ac o e s wi h a le -wing ideology (P ado- Lo enzo e al., 2012). On he o he hand, Guillamón e al. (2011) and Ga cía-Sánchez In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 9 e al. (2013) show ha municipali ies go e ned by le -wing majo i ies a e mo e anspa en han hose go e ned by conse a i es. Howe e , Na a o e al. (2010) ind ha he poli ical endency o a go e nmen pa y does no explain he en i onmen al disclosu e o he public sec o . I has been obse ed elsewhe e ha local go e nmen s seeking o add ess en i onmen al issues equen ly join u ban sus ainabili y commi men ne wo ks (Anguelo ski & Ca min, 2011; Bulkeley, 2010; Cashmo e & Wejs, 2014). I is one o he indica o s o anspa ency and coope a ion ha de e mine he sus ainabili y o ci ies acco ding o he 2030 h Agenda o Sus ainable De elopmen (Gobie no de España, 2018). Sus ainable ci ies a e hose ha ha e es ablished ac ion plans and policies ha aim o gua an ee he a ailabili y and euse o he en i onmen esou ces o u u e gene a ions (Regional En i onmen al Cen e o Cen al and Eas e n Eu ope, 2010). The associa ion wi h ci y ne wo ks o sus ainabili y gene a es good esul s (Obse a o io de la Sos enibilidad, 2018). The highligh ed ne wo ks a e Aalbo g Cha e , Co enan o Mayo s o Clima e and Ene gy (CoM), among o he s. Thei mission is o mobilize and sensi ize socie y, public ins i u ions and he p i a e sec o on sus ainable ma e s (REDS, 2015), so i hey a e associa ed wi h mo e ne wo ks, he mo e hey mus disclose abou he sus ainabili y o legi imize hei ag eemen s, which makes i a conside able ac o o he analysis. METHoDoLoGy Sample Selec ion Andalusia is he leading Spanish egion in he use o social media (Fundación O ange, 2014; Fundación Tele ónica, 2016). Th ee o i s ci ies, Se ille, G anada and Malaga, a e among he i e Spanish ci ies wi h he highes numbe o SM p o iles ela ed o hei popula ion (The Social Media Family, 2018). Hence, Andalusia seems o be an in e es ing sample o social media esea ch. In his s udy, all 153 Andalusian municipali ies wi h mo e han 10,000 inhabi an s a e analysed. Nea ly 80% o he Andalusian popula ion esides in hese municipali ies. To iden i y he Twi e accoun s o he selec ed municipali ies, a mul i- ack sea ch s a egy was ca ied ou as ollows: (1) Sea ch o logos o Twi e links on he homepage o he municipali y websi e. I he Twi e /link logo was no a ailable on he home page, he si e map was checked o a link o a Twi e accoun o any o he ele an link ha could edi ec o Twi e , e.g. a link o ‘social media’, ‘con ac us’ o ‘connec wi h us’. (2) I he si e map sea ch did no lead o a link o a Twi e accoun , hen an In e ne sea ch engine was used o sea ch o he wo ds ‘Twi e ’ nex o he name o he municipali y. The e o e, when sea ching wi h he keywo ds, he sea ch esul s e u n accoun s ha con ain hose wo ds and allow he o icial municipali y accoun iden i ica ion. (3) I nei he he municipali y’s websi e no he In e ne sea ch engine showed any sign o a Twi e accoun , hen Twi e i sel was used o sea ch o he name o he municipali y. I a Twi e accoun was ound o a pa icula municipali y, i was hen e i ied by sea ching he bibliog aphy p o ided In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 16 The o al Twi e ac i i y o he municipali ies in his s udy a ies. An a e age daily ac i i y was i e wee s pe business day, which would ollow he ecommenda ions o he UK Go e nmen Cabine O ice, which in hei guidelines sugges s 2 o 10 publica ions pe day o be an adequa e equency o SM publica ions. Rega ding en i onmen al disclosu e, he esul s show a he li le conce n on he pa o he municipali ies o en i onmen al issues on Twi e , as en i onmen al wee s (TEDI) only ep esen 2.30% o he o al numbe o wee s. Despi e Twi e being an a ac i e ool o co po a e en i onmen al disclosu e (Busch & Shephe d, 2014; Du o e al., 2016; E e , 2014), municipali ies do no seem o le e age he oppo uni ies his pla o m o e s. Ne e heless, a simila phenomenon, a di e ence be ween co po a e and public adminis a ion disclosu e p ac ices, has been obse ed wi h o he SMs (Bonsón e al., 2015, 2017; Bonsón & Bedná o á, 2018; Ribei o e al., 2016). Despi e ha , ci izens seem o be in e es ed in he en i onmen al ac ions ha public en i ies ca y ou (Ribei o e al., 2016). Bonsón e al. (2019) poin ou ha en i onmen al con en gene a es he mos commen s om ci izens. The e o e, a lack o a en ion o en i onmen al issues om he municipali y side migh no sa is y he ci izens’ demand o public en i y en i onmen al legi imacy. Rega ding he ac o s in luencing he le el o en i onmen al disclosu e measu ed by TEDI, no associa ion was ound be ween popula ion, geoloca ion, and poli ical sign and TEDI. La e , he ac o s a e men ioned o which he e is empi ical e idence. The ela ionship be ween he unemploymen a e and en i onmen al disclosu e on Twi e (TEDI) has no been signi ican . The e o e, i implies ha nei he he municipali ies wi h he highes unemploymen no hose wi h he lowes unemploymen disclose mo e abou he en i onmen . This coincides wi h ha ob ained by Ga cía- Sánchez e al. (2013) and P ado-Lo enzo e al. (2012). Howe e , he municipali ies wi h he highes employmen a e mus ocus on he en i onmen , since an en i onmen al ax e o m educes unemploymen (A onsson, 2005; Schneide , 1997), as shown by ‘double di idend hypo hesis’(Bosque , 2000; Ca a o e al., 1996). Popula ion has been chosen as a possible ac o o TEDI based on he assump ion ha la ge municipali ies ace g ea e en i onmen al conce ns, such as pollu ion and he e o e, based on he p emise o legi imacy heo y, migh use his al e na i e pla o m o en i onmen al disclosu e. Ne e heless, p e ious esea ch (Sánchez de Miguel, 2019) showed ha he p oblem o pollu ion is no only a majo issue in la ge p o incial capi als; smalle municipali ies ace high le els o pollu ion as well. Simila ly, as P ado-Lo enzo e al. (2012) concluded, his s udy he size o he municipali y measu ed by he popula ion was no associa ed wi h he TEDI. Rega ding geoloca ion, i was assumed ha he coas al municipali ies would disclose mo e en i onmen al in o ma ion o legi imize he en i onmen al impac s o ou ism in hei en i onmen , bu i has no been signi ican wi h espec o TEDI, coinciding wi h Ribei o (2007) and Ribei o and Guzman (2011). Tu ns ou ha in Andalusia he ou ism in bo h coas al and inland municipali ies is simila ; domes ic ou ism has imp o ed bu s ays in sun and beach des ina ions ha e dec eased (Agencia EFE, 2018). The e o e, he municipali ies o bo h des ina ions mus disclose en i onmen al In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 17 in o ma ion. The coas al municipali ies mus legi imize he en i onmen al si ua ion because hei highe seasonal componen , which h ea ens sus ainabili y (Ma ín e al., 2014) and he in e io municipali ies because he loss o quali y o he ‘clima e’ esou ce will make hese egions go om excellen o un a ou able condi ions o ou ism (Mo eno, 2010). As o he ideology o he municipal go e nmen eam, G eenpeace (2019) in i s analysis o he elec o al p og ams o he leading Spanish poli ical pa ies, concluded ha he le -wing poli ical pa ies ha e be e en i onmen al p oposals, while he igh - wing poli ical pa ies did no ha e en i onmen al conce ns as a p io i y. Howe e , he indings do no indica e ha a municipali y unde a le -wing go e nmen would ha e highe TEDI. Despi e he ac ha he Spanish go e nmen pa ies a e among he mos commi ed o hei elec o al p omises, behind he B i ish and Swedes, and signi ican ly ahead o , o example, Aus ians and I alians (Lapuen e Giné, 2015), in hei poli ical p og ams he e is s ill a lack o commi men and u gency in add essing he clima e c isis and o he en i onmen al conce ns (G eenpeace, 2019). This coincides wi h Na a o e al. (2010) ha ind ha he poli ical endency o a go e nmen pa y does no explain he en i onmen al disclosu e o he public sec o . The ac o s ha ha e empi ical ela ionship wi h TEDI a e go e nmen budge balance (by inhabi an ) and especially sus ainable commi men s ne wo ks a ached o each municipali y. The go e nmen s wi h a budge balance su plus end o disclose mo e abou he en i onmen al han he go e nmen s wi h de ici . Due o he su pluses, go e nmen s ha e mo e capaci y o imp o e hei in o ma ion sys ems (Al e al., 2006) and g ea e in es men capaci y, which co espond o highe le els o municipal anspa ency (A aujo & Tejedo-Rome o, 2016; Guillamón, Bas ida, e al., 2011). The go e nmen s wi h a g ea e numbe o sus ainable commi men s ne wo ks end o disclose mo e abou he en i onmen al han he go e nmen s wi h a ew numbe s o ne wo ks. Because he ne wo ks ha e he mission ha he go e nmen s mus mobilize and sensi ize socie y, public ins i u ions and he p i a e sec o on sus ainable ma e s (REDS, 2015). The legi imacy is os e ed h ough he inc ease o embedded ne wo ks (F ickel & Da idson, 2004), which a e key ools o implemen ing a se o sus ainabili y policies a local le el (Echeba ia e al., 2004). In addi ion, as mos o he sus ainable commi men s ne wo ks a e in e na ional, local go e nmen s hus legi imize hei ole in hei own municipali y, gi ing an in e na ional p ojec ion (S angis, 2012). As Andalusia (Spain) is a egion o he Eu opean Union (EU), hey adhe e o Eu opean ne wo ks ha se e o dissemina e and legi imize he en i onmen al egula ions o he EU (Kelemen, 2010). Bea ing in mind he EU as a global en i onmen al leade and he Uni ed S a es as an assiduous opponen o mul ila e al en i onmen al ag eemen s (Kelemen & Vogel, 2010). Membe ship o such ne wo ks could be symbolically signi ican o cons uc ing legi imacy, bu hey also cons i u e a esou ce which municipali ies can d aw upon in a emp ing o cons uc legi imacy o he ins i u ionaliza ion o en i onmen al planning (Cashmo e & Wejs, 2014). In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 18 CoNCLUSIoN Acco ding o hei knowledge, his is he i s s udy ha explo es en i onmen al disclosu e ia Twi e in he la ges municipali ies in Andalusia. As he e is no p e ious s udy, his s udy p o ides an in-dep h analysis and con ibu es o he deba e on he use o SM in he public sec o . The con ibu ion o his s udy is wo old. Fi s , i ills he gap in he li e a u e on he use o Twi e by municipali ies o en i onmen al disclosu e and p o ides a dic iona y o en i onmen al keywo ds in Spanish based on he GRI. Second, i could ha e p ac ical implica ions o adminis a o s o public sec o communi ies esponsible o online communica ion. The indings o his s udy could help local go e nmen s o imp o e hei online communica ion s a egy. This pape can also es ablish he basis o a amewo k o measu es o he dissemina ion o en i onmen al in o ma ion on Twi e o he public adminis a ion. In his way, local go e nmen s would know he bes way o wee abou i and i can con ol how hey a e doing i h ough TEDI. The esul s show ha mos o he local go e nmen s in Andalusia ha e an o icial Twi e accoun wi h di e en le els o ac i i y and audience bu wi h li le pene a ion o hei popula ion on Twi e and a publica ion o ecommended wee s. En i onmen al disclosu e on Twi e (TEDI) was s ill a he sca ce in compa ison o o he con en ypes. I has been ound ha among he ac o s such as go e nmen budge balance (by inhabi an ), unemploymen a es, popula ion, geoloca ion, poli ical sign and sus ainable commi men ne wo ks, only go e nmen budge balance and mainly sus ainable commi men ne wo ks shows an associa ion wi h TEDI. In a nu shell, i can be concluded ha bo h municipali ies wi h su plus and mainly municipali ies wi h a g ea e numbe o sus ainable commi men s ne wo ks wee mo e en i onmen al con en o legi imise hei unc ions and ac ions. LIMITATIoNS AND FUTURE RESEARCH Be o e closing, a se ies o limi a ions mus be acknowledged, along wi h ecommenda ions o u u e esea ch. The main limi a ion o his s udy is implici o he c ea ion o a dic iona y and a con en analysis. The e is a possibili y o omi ing a ele an keywo d which migh ha e led o he exclusion o a wee despi e i s en i onmen al con en . On he o he hand, a wee migh ha e been classi ied as en i onmen al because o he p esence o an en i onmen al keywo d, bu he con ex may no ha e been an en i onmen al disclosu e. The e o e, u u e esea ch could a emp o design a mo e p ecise echnique o educe his limi a ion and ge an e en mo e p ecise en i onmen al dic iona y. I would also be mo e accu a e o be able dis inguish be ween he wee s ha epo he impac o he municipali y on he en i onmen o he wee s ha deal wi h gene ic en i onmen al in o ma ion ha may be o in e es o ci izens. As o he ac o s, he limi a ion is in he economic a iables ha ha e he peculia i y ha hey a e no e y s a ic indica o s in ime, so hey a y om one yea In e na ional Jou nal o Public Adminis a ion in he Digi al Age Volume 7 • Issue 3 • July-Sep embe 2020 19 o ano he . The e o e, o u u e in es iga ions, a TEDI mus be ob ained o each yea and panel da a mus be pe o med. Rega ding u u e esea ch, he p oposed analysis echnique can be applied o o he egions ha ha e simila numbe s o Twi e use s, such as Ca alonia, Valencia o Cas illa y León (Delgado on Ei zen, 2016; The Social Media Family, 2018). To imp o e he gene alisa ion and unde s anding o he esul s, u u e s udies could conduc a compa a i e analysis on a na ional o in e na ional scale and ex end he lis o possible ac o s in luencing a municipali y’s p opensi y o wee en i onmen al con en . I could also be o g ea in e es o analyse he commi men o ci izens on Twi e and hei demand o disclosu e o di e en en i onmen al ma e s by municipali y. ACKNowLEDGMENT The au ho s disclosed eceip o he ollowing inancial suppo o he esea ch, au ho ship, o publica ion o his a icle: This wo k was suppo ed as bene icia ies o he “P og ama Ope a i o FEDER Andalucía 2014-2020”, by he Regional Go e nmen o Andalusia (Spain), Gene al Sec e a y o Uni e si ies, Resea ch and Technology [Resea ch P ojec s UHU-1253498]. 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