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Traditional Varieties for Local Markets: A Sustainable Proposal for Agricultural SMEs

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Agricultural activity has changed significantly in recent years. There is a clear trend towards monoculture and the replacement of traditional crops for others which are more productive and achieve better economic results. These factors have two fundamental consequences: on the one hand, the abandonment of agricultural activity, with the subsequent loss of rurality; on the other hand, a negative effect on the maintenance of biodiversity, because traditional varieties disappear. In this context, this paper analyses the situation of consumers and farmers of a traditional crop in the southeast of Spain: the tomato. In order to understand the current situation and the forecasted future, a choice experiment was conducted on 217 tomato consumers. Furthermore, 40 tomato farmers of this area underwent an in-depth interview. On the one hand, analysis of the consumer study established a potential segment of the population that prefers traditional varieties due to their high organoleptic properties. Meanwhile, the farmer study revealed a segment of this population that is willing to produce these types of crops. Therefore, the possibility that a certain sector of producers cultivates traditional varieties is suggested, and for these varieties to be aimed at a market niche that values them positively, making the activity of Small and Medium Enterprises (agricultural SMEs) profitable. This would improve the sustainability of the rural territory and would strengthen the preservation of genetic heritage.
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Sustainability2020,12,4517;doi:10.3390/su12114517www.mdpi.com/journal/sustainability
Article
TraditionalVarietiesforLocalMarkets:
ASustainableProposalforAgriculturalSMEs
CristianPérezCaselles
1,2,
*,MargaritaBrugarolas
1
andLauraMartínezCarrasco
1
1
DepartmentofAgriculturalEconomics,UniversidadMiguelHernándezdeElche,03312Orihuela,Spain;
mbrugaro@umh.es(M.B.);lmartinez@umh.es(L.M.C.)
2
DepartmentofPlantBreeding,CEBASCSIC,30100Murcia,Spain
*Correspondence:cristian.perez01@goumh.umh.esorcperez@cebas.csic.es
Received:7May2020;Accepted:28May2020;Published:2June2020
Abstract:Agriculturalactivityhaschangedsignificantlyinrecentyears.Thereisacleartrend
towardsmonocultureandthereplacementoftraditionalcropsforotherswhicharemoreproductive
andachievebettereconomicresults.Thesefactorshavetwofundamentalconsequences:ontheone
hand,theabandonmentofagriculturalactivity,withthesubsequentlossofrurality;ontheother
hand,anegativeeffectonthemaintenanceofbiodiversity,becausetraditionalvarietiesdisappear.
Inthiscontext,thispaperanalysesthesituationofconsumersandfarmersofatraditionalcropin
thesoutheastofSpain:thetomato.Inordertounderstandthecurrentsituationandtheforecasted
future,achoiceexperimentwasconductedon217tomatoconsumers.Furthermore,40tomato
farmersofthisareaunderwentanindepthinterview.Ontheonehand,analysisoftheconsumer
studyestablishedapotentialsegmentofthepopulationthatpreferstraditionalvarietiesduetotheir
highorganolepticproperties.Meanwhile,thefarmerstudyrevealedasegmentofthispopulation
thatiswillingtoproducethesetypesofcrops.Therefore,thepossibilitythatacertainsectorof
producerscultivatestraditionalvarietiesissuggested,andforthesevarietiestobeaimedatamarket
nichethatvaluesthempositively,makingtheactivityofSmallandMediumEnterprises
(agriculturalSMEs)profitable.Thiswouldimprovethesustainabilityoftheruralterritoryand
wouldstrengthenthepreservationofgeneticheritage.
Keywords:tomato;choiceexperiment;consumerbehavior;ruraldevelopment;Mediterranean
crops
1.Introduction
Thecrisisofmodernconventionalagricultureisglobal,affectingthemostadvancedeconomies
aswellasthosefromdevelopingcountries.Thecurrentagriculturalsystemappliescapitaland
technologyintensivelyinordertobehighlyproductiveandcompetitive,whichentailsaseriesof
economic,social,andenvironmentalissues[1].
Theeconomicissuesdirectlyaffectfarmers.Foodpriceshaveremainedstagnantforalong
periodoftime,whereasthecostsoftheproductsproducedhaveincreasedsignificantly[2].Thishas
preventedfarmerswithlessresourcesfromcompetinginthisnewmarket.InSpain,therehasbeena
verysignificantdecreaseinthenumberofagriculturalholdings,downfrom3,000,000in1962to
945,024in2016.However,agriculturallandhasnotdecreasedinthesameproportion,downfrom
44.6millionhectaresin1962to30.0in2016.Therefore,therehasbeenaconcentrationofagricultural
holdings,andthus,adecreaseinthenumberofsmallholdings[3].
Thesocialissuesarelinkedtothedepopulationofruralareas.Industrialisation,implementedin
the19thcentury,hasprogressivelydecreasedtheneedsforhumanlabourintheagriculturalsector,
aswellasthedurationofallagriculturalprocedures[4].Duetothishurdle,inSpain,likeintherest
oftheworld,therehasbeenamassruralexodusfromthecountrysidetourbanareas.In1960,43.4%
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oftheSpanishpopulationlivedintownswithlessthan10,000inhabitants(80%ofthenational
territory),afigurewhichhasfallento19.9%in2017[5].Today,theactivityoftheruralpopulation
tendstoceasebeingagriculturalandinsteaddiversifies,turningtheruraleconomyintoaservice
economy[6].
Lastly,conventionalagricultureentailsaseriesofenvironmentalissues,causingseriousdamage
totheecosystemssuchassoildegradation,waterpollution,orthelossofbiodiversity.Hybridvariety
cropshaveproliferatedaroundtheworldinrecentdecadeswiththeobjectiveofsolvingthe
productivityissuesoftraditionalagriculturalvarieties,whichlacktheorganolepticpropertiesthat
consumerswant.Thesehybridvarietieshavereplacedtraditionalones,whichhasentailedan
extraordinarylossofgeneticdiversityduetothedisuseoftraditionalvarieties[1,7].
TheseissuescanbeseeninSpanishagriculture,whicharegreatlyimpactedbyhorticultural
crops.Thetomatostandsoutamongthem,asitisthehorticulturalcropwiththemostextensive
surface(60,852cultivatedhectares)aswellastheonethatcontributesthemosttotheproduction
valueofSpanishhorticulturalcrops(almost25%ofthetotalhorticulturalcropvalue)[8].
Inthiscontext,itisofinteresttostudyalternativesthatpromotethesustainabilityoftheterritory
byincreasingtheeconomicactivityofruralareas,aswellaspreventingthesignificantlossof
biodiversityintheseareas.Thealternativeproposedinthispaperistoconsidererlocalandtraditional
speciesandvarieties,becausetheycoverawidegeneticdiversitythatcanhelpmitigatethecurrent
geneticerosionwithinagriculturaldiversity,inlinewithSDG15(SustainableDevelopmentGoals),
“Protect,restoreandpromotesustainableuseofterrestrialecosystems,sustainablymanageforests,
combatdesertification,andhaltandreverselanddegradationandhaltbiodiversityloss”[9,10].
Todoso,thisarticlesetstwomainobjectives:ontheonehand,todetectanddefinetheprofile
ofpotentialtraditionalvarietyconsumersegments;ontheotherhand,todeterminethelevelof
acceptancethattomatoproducersassigntoanewandgeneticallyimprovedtraditionalvariety,and
toanalysetheimportancethattheygivethevariouspropertiesofthisnewtraditionalvariety.
Inordertoachievetheseobjectives,consumersweresurveyedbywayofachoiceexperiment
andseveralquestionsthatmakeitpossibletofindandcharacterisesegments.Meanwhile,tomato
producerswereinterviewedinordertoassesstheacceptanceofthecultivationoftraditionalvarieties
improvedbywayofmarkerassistedselectionandbackcrossing.
2.LiteratureReview
2.1.TomatoCultivationinSpainintheFrameworkofConventionalAgriculture
TomatoesareacropthatoriginatedinMexicoandwasbroughttoEuropebySpaniardsinthe
16thcentury.Currently,tomatoesareoneofthemostconsumedvegetablesintheworld,astheycan
beeatenfreshorfollowingawidevarietyofformsofprocessing[11].Infact,worldwidetomato
productionincreaseseveryyear,reaching182.3milliontonnesin2017(theeconomicdatainthis
sectionrefersto2017,thelastyearwithavailabledata).Chinaisthemainproducer,followedby
India,withbothaccountingfor44%oftheworldwideproduction.Spain,withaproductionof5.2
milliontonnes,rankseighthintheworld,andsecondonaEuropeanlevelbehindItaly[12].The
productionoffreshtomatoesinSpainisconcentratedinthesoutheastofthecountry,specificallyin
theprovincesofAlmeríaandMurcia,with1,008,867and228,780tonnes,respectively.Productionin
theCommunityofExtremaduraisalsonoteworthy,althoughamajorityofitsproduceisdestinedfor
thecanningindustry(Figure1)[8,13].
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Figure1.MapofSpaindepictingtomatoproductionin2017onaprovinciallevel.
Regardingcommerce,around16%ofalltomatoesproducedinSpain(around0.81million
tonnes)areexported,despitethestrongcompetitionoftomatoesfromthirdcountriessuchasMexico,
Morocco,orTurkey,whichcompetewithverylowprices(theaveragepriceofTurkishtomatoeson
theforeignmarketis€0.498perkilo,andMoroccantomatoescost€0.989perkilo,whereasSpanish
tomatoescost€1.280perkilo).ThisfacthascausedSpanishexportstodecreaseeveryyearsince2011
[12,14].However,theproduct’slowresistancetostorageandhandlingmakessomecountriesfrom
northernEuropecontinuetoimportSpanishtomatoes(Germany(0.22milliontonnes),France(0.11
milliontonnes),andtheUnitedKingdom(0.10milliontonnes)).Regardingtheinternalmarket,which
receives84%ofthetomatoproduction,therearealsoimports,mainlyfromTurkeyandMorocco,
whoitisdifficulttocompetewithinprice[15,16].
ThesefiguresclearlyshowthestrongcompetitionthattheSpanishtomatofacesinthemarkets,
makingitnecessarytoanalyseproductdifferentiationproposalsthatareappealingtothemarkets
andwhichcontributetodecreasingthecurrentissuesofconventionalagriculture.
2.2.MarketPossibilitiesforTraditionalVarietiesthatHaveBeenGeneticallyImproved.
Tomatovarietiescultivatedinatraditionalwayhavenotonlyadaptedtotheterritory,butthey
alsohaveheightenedorganolepticqualityandnutritionalvalue,attributesthatarehighlyregarded
byconsumers[17,18].Hence,theymayrepresentanappropriateoptionfordifferentiationwhichis
compatiblewiththepreservationofthetraditionalgeneticmaterial,astheyhavebeenobtained
followingalengthyprocessofselectionandimprovement,aswellashavingsignificantgenetic
diversityandgreatheterogeneitywithamajorityofagronomicandmorphologicaltraits.However,
thesevarietiessufferfromlowerproductivityandresistancetodiseasesthanthehybridtomatoes
thatarecurrentlycultivated.
TheMiguelHernándezUniversityhasconductedaprogrammetoimprovetraditionaltomato
varietieswithpublicfunding,themaingoalofwhichwastoinsertresistancegenesintotraditional
varieties,makingthemmoreproductiveandallowingthemtocompetewithcommercialhybrids.
Thebreedingprogrammewasconductedwithclassictechniques.Inotherwords,geneticengineering
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techniqueswerenotused.Theprocesswascarriedoutusingmarkerassistedbackcrossingand
naturalselection,similarlyashasbeendonetraditionallybyfarmers[19].
Thisresearchfocusesonthespecificcaseof“DelaPera”tomatoes,avarietythathasexcellent
organolepticproperties,butlowresistancetovirusdiseases,despiteitsadaptationtothecultivation
area.Oncethevarietieshavebeenimproved,itisimportanttoascertainwhethertheywouldbe
acceptedinthemarkets,sothatfarmersfromruralareasmayconsidergrowingtraditionalvarieties
whilemakingaprofit[20–22].
Therearemanyfactorsthatinfluencedecisionstobuyfoodotherthantheprice,suchasthebest
organolepticpropertiesorattributeslinkedtosustainability,localorigin,ororganiccultivation.A
broadsectorofconsumers,mainlyfromdevelopedcountries,wouldbewillingtopayahigherprice
forthesameproductifitoffersaddedqualitiesthatimproveitsqualityoflife.Typesoffoodwiththe
highestquality(morenutritiveandwithbettersensoryproperties)areincreasinglydemandedby
marketconsumers.Theconsumptionoflocalproducts,withthesameoriginastheconsumer,
stimulatesregionaleconomy,andalsorepresentsashortcommercialisationchannel,meaningithas
alowcarbonfootprint.Organicproductionoffersfoodswhilehavinglessofanimpactonthe
environment[23–26].Inthecaseoftomatoes,theintrinsicattributes(colour,taste,smell)aregreatly
influentialontheconsumer,evenmorethanextrinsicfactors.However,organiclabelling(extrinsic
attribute)canpositivelyinfluencetheorganolepticperceptionofconsumers[27–29].Inthiscontext,
inthisprojectwehavefocusedonthelocalmarkettooffertheseimprovedvarietiesofabroadly
recognisedproductintheareaofcultivation.Theexteriormarketwasruledoutinitiallyasitismore
complex:competitionfromothercountriesandthepreferenceofconsumersfornativeproducts.This
localpreferencecanbeduetomanyfactors,chiefamongstthembeingtheconsumer’sethnocentrism
andthegrowingconcernoverpollutionduetotransportation[30,31].
Indevelopingtheresearch,wewanttoverifythefollowinghypotheses:
Hypothesis1(H1).Thereisatomatoconsumersegmentthatpreferstraditionalvarietiestohybrid
varieties.
Hypothesis2(H2).Thereisaproducersegmentwillingtocultivateanimprovedtraditional
variety.
Hypothesis3(H3).Cultivatingtraditionalvarietiesisasuitablealternativeforthesustainability
oftheterritory’sagriculturalactivity.
3.MaterialsandMethods
3.1.DeterminetheAcceptanceandtheMostInfluentialVariablesintheConsumer’sPurchasingDecisions.
TheresearchwasconductedatthefacilitiesoftheMiguelHernándezUniversityofthetownsof
OrihuelaandElche(Alicanteprovince)inJuly2017.Thestudywascarriedoutwith217people,
evenlydistributedin3differentsessions.Conveniencesamplingwasusedtoselectparticipants,
whichiswhytheresultscannotbegeneralisedforthewholepopulation[32].Thecharacteristicsare
showninTable1.
Table1.Technicalcardoftheexperimentalsurvey.
People217People,BuyersofSaladTomato
Gender60/40%F/M
Geographical
location2mediumsizedtownsand1ruralvillageintheLevanteregionofSpain
Experiment
locationUniversidadMiguelHernándezfacilities
Recruitment
methodConvenience
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AnalysismethodChoiceexperiment(4attributes),oneofthemrelatedtotwolineswithinthe
specifictraditional“DelaPera”variety:“breeding”and“notbreeding”
DatacollectionQuestionnaire
Theinformationwasobtainedfromasurveywhichincludesachoiceexperiment.Thistechnique
isbasedontheideathatgoodsorservicescanbedescribedbytheattributesthattheyinclude,and
whichconsumersmakepurchasingdecisionsbasedon[33,34].Thepurposeofthechoiceexperiment
wastodeterminetherelativeimportanceofthedifferentattributesandtheirweightonthechoiceof
purchase.
Choiceexperimentsarosefromconjointanalyses,areconsistentwiththerandomutilitytheory,
andareusefulasamethodforelicitingpassiveusevalues[35].Thebasicassumptionoftherandom
utilitytheoryisbasedonthepremisethatindividualsactrationally,selectingthealternativethat
yieldsthehighestutility.Consequently,theprobabilityofselectingagivenalternativewillbehigher
iftheutilityprovidedbysuchalternativeisthehighestamongthedifferentchoices[36].
Choiceexperimentsarealsocalledstatedpreferencemethods,andtheyrefertosituationswhere
choicesareobservedinhypotheticalsituations.Thesetypesofmethodshavetheadvantagethatthey
canallowtheanalysttomodelthedemandfornewproductswithnewattributesforwhichthereis
norealpreferencehistory,aswithourcurrentresearch.Ourproductconsistsoftwotomato
“variants”:bredandnonbred.
Thestatedpreferencemethodsalwaysrequireanexperimentaldesign.Thedesignstartswith
theidentificationoftheattributesandtheirlevels,whichallowsustodefinetheproductsconsidering
theirmostimportantcharacteristicsanddimensionsfortheconsumersintheirdecisionmaking
process[37,38].
Theattributesandlevelsofimportanceincludedinthisexperimentwerechoseninaccordance
withtheliteratureandthecriteriaoftheresearchers(Table2):typeoftomato(bred/notbred),origin
(local/foreign)[39,40],cultivationsystem(organic/conventional),andprice(low/medium/high)
[41,42].
Table2.Attributesandlevelsintheexperiment.
AttributesLevels
TypeBreedinglinesNonbreedinglines
OriginLocalForeign
CultivationsystemConventionalOrganic
PriceLowMediumHigh
Afterthat,itwasnecessarytocarryoutthechoicesetdesign.Specifically,westartedby
generatingafullfactorialdesignforfourattributes,threeofthemwithtwolevelsandoneofthem,
theprice,withthreelevels(2×2×2×3).Asthesetofoptionstobeassessedbytheparticipantswas
excessive,wereducedthenumberofchoicesetswithafractionalfactorialdesign.Thedesignandthe
subsequentanalysiswereperformedwiththeJMPstatisticsprogram(SASInstitute,Cary,NC,USA).
Thefinalchoicedesignwasmadeupofeightchoicesetswithtwoalternativetomatoes(alternative
AandalternativeB)ofthe“DelaPera”varietyandathirdoptionrepresentingthenonbuyingoption
(Table3).
□Table3.Choicesetexample.
1
OPTIONA
OPTIONB
Noneofthem
Type:387Type:542
Origin:LocalOrigin:Nolocal
System:ConventionalSystem:Organic
Prize:3.50
Prize:3.00
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Aswellasthechoiceexperiment,thequestionnaireincludedaquestionwhereparticipantshad
torevealtheirpurchasepreferencesregardingaseriesoftomatoattributes.Thiswasconductedby
wayofasemanticdifferentialscale(Figure2).
Figure2.Scaleusedtomeasurethefreshtomatopurchasingpreferences.
Amongtheconsideredattributeswasthetypeofvariety,withthechoicesbeing“hybrid”and
“traditional.”Thisvariablewasusedtosegmentconsumersbetweenthosewhoprefertraditional
varietiesandthosewhopreferhybridvarieties.
Aclusteranalysisconsideringtomatovarietypreferences(hybridortraditional)asthegrouping
variablewasconductedinordertodeterminepotentialconsumersegments.Thesepreferenceswere
disclosedbytheconsumersinthequestiononvaluedattributes.Oncethesegmentswereidentified,
consumerswerecharacterisedusingtheremainingvariablestodetermineappropriatecommercial
strategies.
ThesurveyalsoincludedthescaleproposedbySteptoe[43]tomeasuretheunderlyingfood
selectionmotives:thefoodchoicequestionnaire,aswellasotherquestions,tocompilethesample
population’spurchasinghabitsandsociodemographicdata.
3.2.DeterminetheVariablesthatInfluencetheCultivationDecisionsofFarmersandtheSocioeconomic
ImpactonRuralAreas
AsthesoutheastofSpainisthemainregionregardingtheproductionoffreshtomatoesinthe
country,theresearchfocusedonthisarea.Toobtaintheinformation,interviewswereconductedwith
astructuredquestionnaireon40farmersofthearea(Table4).Probabilitysampleshaveawell
foundedtheoreticalbasis,buttherequirementspertainingtorandomselectionmustbemetinorder
toobtainthem,whichisnoteasy[44].Asthereisnotomatoproducercensus,aprobabilitysample
wasnotchosen,andthesampleisthereforenotrandom.Producercontactinformationwasobtained
fromadatabasethattheMiguelHernándezUniversityhas,aswellasfromothersourcessuchasthe
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CAERM(CommitteeofEcologicalAgricultureoftheMurciaRegion),somecompaniesofthesector,
andfromtheintervieweesthemselves.
ThedatawascompiledbetweenNovember2017andFebruary2018.Theinterviewswere
conductedtwodifferentways:inpersonandbytelephone.Theinterviewshadanapproximate
durationof15to25min.Mostquestionswereopenended,buttheinterviewerhadoptionalanswers
tohelptheintervieweeifnecessary.Someofthequestionswerequitestraightforward,asthey
addressedthefarmerandtheirholding’ssocioeconomicdata.Theonesthattooklongerwerethe
onesthatinquiredabouttraditionalvarietyelectioncriteria.
Table4.Characteristicsoftheinterviewedproducers.
Lessthan5habetween5and
40ha
over40
haAverage
Frequency(%)67.520.012.5‐
Sizeoftheaverageholding(ha)1.6111.25295.6040.29
Averageareaofcultivatedtomatoes
(ha)0.343.85125.0016.62
Cultivationsystem(%)
Greenhouse29.650.020.032.5
Outdoors66.725.020.052.5
Greenhouseandoutdoors3.712.520.07.5
Greenhousewithmulch0.00.040.05.0
Outdoorswithmulch0.012.50.02.5
Cultivationmethod(%)
Ecological66.712.520.050.0
Integrated7.40.040.010.0
Conventional25.987.540.040.0
Withthemethodused,anindepthinterview,theinterviewercreatesanenvironmentwhere
intervieweescanexpressthemselvesfreely.Todoso,itisvitaltomakequestionsinawaythatmakes
itpossibletoobtainthemostrelevantinformationfortheinterestsoftheresearch,whilegettingto
knowtheproducersenoughtounderstandwhattheywanttosay[45,46].
Thequestionnaireusedtoconducttheinterviewswasproducedbyanalysingtheoneemployed
inarticle[47],adaptingittothespecificobjectivesoftheresearch,andconsultingexpertsincrop
productionandgeneticengineering.Thequestionnairehad30questionsandwasdividedintothree
mainblocks.Thefirstcomprisedaseriesofsimplequestionsonthedistributionofthesoil,the
cultivationandfarmingsystems,thenumberandtypeofworkersemployed,etc.,inorderto
characterisetheholding.Thesecondblockincludedquestionslinkedtothecultivationoftomatoes,
suchasthereasonsforcultivatingornotcultivatingtraditionalvarieties,orthelevelofacceptanceof
ahypotheticalnewvarietywithvariousimprovementsinitsattributes.Lastly,thethirdblockwas
basedonaseriesofsociodemographicquestionsaboutthefarmer,whicharenecessaryinorderto
segmenttheinterviewedpopulation.
Oncetheanswerswerecompiled,thevariablesincludedwereclassifiedandinterpreted,sothat
theanswersobtainedcouldbeclassifiedintocategories.Afterwards,theywereanalysedusingthe
IBMSPSSStatisticsv.25program(IBM,Armonk,NY,USA).
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4.ResultsandDiscussion
4.1.ExperimentswithConsumers
4.1.1.ConsumerCharacterisationandSegmentation
Thedataconfirmsthattomatoesareoneofthemostconsumedagriculturalproducts:46.9%of
thestudiedpopulationconsumetomatoesonadailybasis,andonly1%dosoonrareoccasions.
Thesefiguresaresimilartothoseobtainedinotherprojects.
Ourresultsshowthattheattributesthataremosthighlyvaluedbyconsumerswhenpurchasing
tomatoesare:flavour(tastyandintense),texture(meaty),origin(local),hardness(firm),colour(red),
sweetness(medium–high)andacidity(medium–low).Otherattributessuchastheprice,size,or
shapeofthetomatoesarelessimportantfortheconsumers.Someauthors[48–50]coincidewithour
results,astheyshowthatconsumersareveryawareoftheintrinsicparameterswhenpurchasing
tomatoes.Furthermore,consumersareinterestedintheoriginofthetomato(varietyorcultivation),
astheybelieveitisthemainfactorthatdeterminestheorganolepticpropertiesofthefruit,moreso
thanthecultivationmethodusedbytheproducer(ecologicalorconventional).However,other
authors[51,52]differfromtheaforementionedresults,astheystatethatconsumersgivemore
importancetotheprice,thecultivationmethod,orthesealsofquality,insteadoftheirorganoleptic
properties.
Inordertodetectpotentialconsumers,asegmentationofconsumerswasconductedaccording
totheirpreferredtypeoftomatovariety,establishingtwoclearlydifferentiatedsegments.Segment1
(hereinafter,S1)iscomprisedof57.3%oftheconsumers,whoprefertraditionalvarieties.Segment2
(hereinafter,S2)represents43.7%ofthestudiedpopulation,whochoosehybridvarieties.
Inordertoobtaintheprofileofbothsegments,significantdifferencesweresoughtbetweenthem
regardingtomatopurchasingattributesandtheirlevels,generalpurchasingattitudes,placesof
purchase,andsociodemographiccharacteristics.
Regardingpurchaseattributes,differenceswerefoundinthetaste,origin,sweetness,acidity,
andpriceattributes.Ontheonehand,S1standsoutoverS2forgivingmoreimportancetointrinsic
attributesofthefruitsuchasthetaste,sweetness,andacidity.Furthermore,S1alsogivesgreater
valuetotheoriginofthefruits.Ontheotherhand,S2onlygivesmoreimportancethanS1totheprice
oftheproducts(Figure3).
Figure3.Purchasingpreferencesregardingtomatoattributes.*Significantdifferencesbetween
segments.
S1.Consumerswhoprefertraditionaltomatoes
S2.Consumerswhopreferhybridtomatoes
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Regardingtheattributelevels,S1especiallyvaluesthattomatoesareofalocaloriginandtasty
(highsweetnessandlowacidity).Theoriginoftheproductisanappealingqualityforthissectorof
thepopulation,assupportingthelocaleconomybypurchasingproductsfromtheregionmakesthem
feelgood[53].Ontheotherhand,S2standsoutbecauseoftheimportanceitgivespricescompared
toS1(Figure4).
Figure4.Purchasingpreferencelevelsregardingtomatoattributes.*Significantdifferencesbetween
segments.
Regardingthepurchasingattributesoffood,thescaleproposedbySteptoeandhisgroup[43]
wasused,andafactorialanalysiswasconductedwiththeresultsobtainedinordertodecreasethe
initialnumberofvariables(18),summarisingthemin7mainfactors.Theexplainedvarianceofthese
factorsis62.2%,theKMOcoefficientis0.664andBarlett’stestofSphericityissignificant.Thevalue
ofthefactorsisshowninTable5.
Table5.Rotatedcomponentmatrixofpurchasingbehaviors.
F1F2F3F4F5F6F7
Goodtaste0.732−0.0160.0250.032−0.015−0.149−0.039
Pleasanttexture0.6840.124−0.053−0.0480.3010.1210.042
Looksnice0.650−0.103−0.1170.1370.0490.3770.158
Smellsnice0.6430.2320.0970.190−0.0480.1410.007
Clearlymarkedorigin0.1530.8310.0790.1490.0740.071−0.171
Friendlycountry−0.0940.720−0.123−0.0400.1740.1760.282
Environmentallyfriendlypackaging0.1660.7150.3560.116−0.039−0.1240.001
Nutrients−0.0030.0280.821−0.054−0.0420.061−0.006
Healthy0.0330.0180.7690.2000.182−0.056−0.124
Noartificialingredients−0.0560.3280.6280.0160.1320.0230.312
Feelgood0.1760.0840.0730.9070.038−0.018−0.020
Cheersmeup0.0460.0960.0490.8880.0490.1440.096
Usualmeal0.0390.015−0.0320.0530.835−0.0360.040
Childhoodmeal0.2300.2890.145−0.1080.6150.029−0.018
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Weightcontrol−0.078−0.0730.3620.3370.6070.2310.030
Easytoprepare−0.0250.1230.0130.2340.0450.840−0.138
Convenient0.2430.0060.038−0.0940.0310.7360.207
Cheap0.0800.0180.0240.0720.0230.0480.931
Explainedvariance(%)11.4711.2711.1010.819.098.806.62
Notes:F1:Sensoryappeal;F2:Ethicalconcern;F3:Healthandnaturalcontent;F4:Mood;F5:
Familiarityandweightcontrol;F6:Convenience;F7:Price.Thecellswithgreeninthebackground
indicatewhichvariableshavebeengroupedforeachFgroup.Figure5showsarepresentationofF
groups.
Theanalysisoftheresultsobtainedforthesefactorsinbothsegmentsshowsthatintwofactors
therearesignificantdifferencesamongsegments(Figure5).Ontheonehand,S1valuesmuchmore
positively“familiarity,”whereastheydisregard“convenience.”InSpain,theconsumptionof
traditionalfoodsisdrivenbyfamiliarity,naturalness,andthegeneralattitudetowardsthosetypes
offoods[54].Ontheotherhand,S2givesgreatimportanceto“convenience”andnegativelyqualify
the“familiarity”factor.
Figure5.Assessmentofthepurchasingattributesofconsumers.*Significantdifferencesbetween
segments.
ThepurchasingspotsfrequentedbyS1aregreengrocers,openairmarkets,andsupermarkets
andhypermarkets.However,S2onlyusesdepartmentstoresand,onsomeoccasions,retailsellers
thatofferdiscounts.Ontheonehand,atgreengrocersandopenairmarkets,onecaneasilyfind
productsoflocaloriginwhichalsohavebetterorganolepticproperties.Ontheotherhand,
departmentstoresofferconsumersgreatervarietyandflexibility,astheycandoalltheirshoppingin
asingleplace.Furthermore,productscanbefoundatbetterprices,eveniftheirsensoryproperties
arelessappealing[55–57].
Regardingthesocioeconomiccharacteristics(Table6),figuresshowthattherearenosignificant
differencesbetweensegmentsasregardsgender,thenumberofhouseholdmembers,thepresenceof
childreninthehousehold,andthelevelofeducation.However,itisnoteworthythatS1hasalower
percentageofyouthsthanS2,aswellasahigherpercentageofconsumerswithchildrenyounger
than12.Regardingthelevelofincome,S1ischaracterisedbyhavingahigherlevelthanS2.
Table6.Socioeconomiccharacteristicsofconsumers.
Segment1Segment2 Total
Gender(%)
Male37.341.138.9
Female62.758.961.1
Age*(%)
Sustainability2020,12,451711of19
From18to24yearsold9.215.612.0
From25to34yearsold13.423.317.7
From35to49yearsold51.335.644.5
From50to64yearsold26.125.625.8
Householdmembers(%)
1member8.410.09.1
2members20.223.321.5
3members20.225.622.5
4members41.233.337.8
Presenceofchildrenathome*(%)53.037.846.4
Presenceofunder12sathome*(%)77.468.674.2
Presenceofteensathome*(%)33.954.341.2
Presenceofyouths(%)9.75.78.2
Levelofstudies(%)
Primaryschool3.41.12.4
Secondaryschool16.811.114.4
University79.887.883.3
Householdincome**(%)
<€10005.012.58.2
€1000–€199923.525.024.2
2000–
349927.722.725.6
€3500–€499916.812.515.0
€5000–€69991.79.14.8
Morethan
70007.63.45.8
Idon’tknow5.96.86.3
Idon’twanttoanswer11.88.010.1
Notes:*and**indicatesignificanceatthe5and10%levels,respectively.
4.1.2.ResultsoftheChoiceExperiments
TheresultsofthechoiceexperimentsareshownbysegmentinTable7.S1mainlyvaluesthe
typeoftomatotheyeat,withthepriceandoriginoftheproductalsobeingimportantvariablesfor
thissegment.S2believesthepriceisthemostimportantattribute.Inbothcases,thetypeofcultivation
(ecological/conventional)istheleastimportantattribute.
Table7.Modelestimatesofthetomatoattributes.
AttributelevelsSegment1Segment2
LogWorth*pvalueLogWorth*pvalue
Price10.420.000012.1290.0000
Origin9.0860.00005.5490.0000
Typeoftomato12.6280.00003.1150.0008
Cultivationmethod3.5850.00002.2640.0055
Notes:*LogWorthisdefinedas‐log10(pvalue).Thistransformationadjustspvaluestoprovidean
appropriatescaleforgraphing.Avaluethatexceeds2issignificantatthe0.01level.
Regardingthelevelsoftheattributes,theresultsshowthat,inbothsegments,improvedvarieties
(flavour),ecologicalcultivation,andlowerpricesarethehighestvalued.Themaindifferencesliein
theimportanceoftheselevels.S1assignsgreatervaluetotheimprovedvarieties,andslightlymore
tothelocalorigin,thanS2.ThevaluegiventoecologicalcultivationisalsoslightlygreaterinS1.
Lastly,lowerpricesarevaluedbybothsegments,butmorebyS2,whereasmediumpriceshavea
negativeeffectforbothsegments(Table8).
Sustainability2020,12,451712of19
Table8.Parameterestimatesofthelevelsofthetomatoattributes.
AttributeLevelsSegment1Segment2
EstimationStandardErrorEstimationStandardError
Improved0.26320.0368**0.14570.0439**
Localorigin0.22150.0368**0.20210.0440**
Conventionalcultivationmethod−0.13320.0369**−0.12160.0443**
Lowprice0.33490.0592*0.42860.0697*
Mediumprice−0.05860.0722*−0.06370.0834*
Notes:*Significantattributeswithstandarderror<0.05,**Significantattributeswithstandarderror<0.10.
Insummary,wehavedetectedapotentialsegmentofconsumersatwhomtheimproved
traditionalvarietiescanbeaimed.Thissegment(S1)givesgreaterimportancetoanintenseflavour,
localorigin,sweetness,andlowacidityintomatoes.However,andeventhoughtheypreferlow
prices,theygivethislevellessimportance,meaningthattheywouldbemorewillingtopaymorefor
atomato.Theyshowahigherfrequencyofpurchaseingreengrocershopsandopenmarkets,which
suggestsagreatersearchforlocalproductsordirectcontactwiththeproducer.Ingeneral,theyhave
higherincomeandalargerpercentageofmembersofthisgrouparemiddleagedpeople(35–49years
ofage).Havingagreaterpercentageofpeoplewithhigherincomewouldexplainthelesser
importanceoftheprice.
Theresultsofthechoiceexperimentareconsistentwiththepreviousresults.S1givesmore
importancetotheimprovedvarietyandlocalorigin,andlesstolowprices.
4.2.SurveyedProducers
4.2.1.CharacterisationoftheHoldings
TheresultsshowafairlycomprehensiveimageoftomatoproducersinsoutheastSpain,asthe
samplingwasconductedconsideringalltypesoffarmers:small(<5ha),medium(5–40ha)andmajor
(>40ha).
Thereare24.3%offarmerswhoexclusivelycultivatetomatoesintheirfields.Thisfactis
exacerbatedinsmallandmediumfarmers,whereasthisisnotthecaseinmajorproducers.Therest
alsohaveplantationsoffruitsandothervegetables.Ingeneral,smallfarmerscombinevegetable
crops,whereasthosewithlargerfieldshaveplantationsoffruittrees(Table9).
Table9.Distributionofholdingsbycrops(%).
Crops*Lessthan5
ha
between5and40
ha
over40
haTotal
Onlytomatoes25.933.30.024.3
Tomatoesandothervegetables44.416.725.037.8
Tomatoesandfruittrees3.80.050.08.2
Tomatoes,othervegetables,andfruit
trees25.950.025.029.7
*Significantdifferencesbetweensegments.
Themainreasonsthatpushproducerstocultivatetomatoesare:profitability(28.9%),tradition
(26.3%),andthefactthatitisalocalcrop(26.3%).Firstly,tomatoesareatraditionalcropinsoutheast
Spain.Amajorityoffarmersknowaboutorarespecialisedinthistypeofcultivatedproduct,which
makesiteasierforthemtomanage.Furthermore,inbeingatraditionalcrop,therearevarietiesthat
adapttothearea’sweatherandsoilconditions[58].Secondly,tomatoesturnouttobeaprofitable
productforallthearea’sfarmers.However,therearemajordifferencesregardingthebenefits
declareddependingonthetypeoffarmer:smallonesobtain€1128/hacomparedtothe€15,064/ha
thatmajorfarmersmake.
Sustainability2020,12,451713of19
TheMediterraneanclimateenablesthecultivationoftomatoesallyearroundindifferent
cultivationsystems.InsoutheastSpain,theharvestingperiodsoftomatoescultivatedundernetting
aresupplementaltotheharvestingperiodsoftomatoesingreenhouses(short,double,orlongcycle)
[59,60].Therefore,therearefarmersspecialisedinonetypeofharvestingandotherswhocombine
severalharvestingperiodseveryyear.Asmanyas60.0%ofinterviewedtomatoproducerscultivate
theminagreenhouse,whereas25.0%dosooutdoors.Thetendencytocultivateoutdoorsisfostered
bysmallandmediumfarmers,asagreenhouseisaninfrastructurethatrequiresalargeinitial
investmentandrequiressignificantbenefitsyearafteryearinordertopayitbackandturnaprofit,
whichisunpredictabletakingintoaccountthattomatoproducersoperateinaglobalcompetitive
market[61,62].Anotheraspectthatseparatesfarmersisthemethodusedforagriculturalproduction.
Ecologicalcultivationisamethodthatisusedbyfarmersmoreandmoreeveryyear,thusincreasing
bothitscultivationareaanditsproductioninSpain.Infact,42.1%ofinterviewedtomatoproducers
dosofollowingecologicalregulation,and15.8%conductintegratedproduction.However,thetrend
ofecologicalproductionismainlydrivenbysmallfarmers(57.1%),asamajorityoffarmerswith
largerfieldsprefertocontinueusingtheconventionalmethodand,insomecases,integratedcontrol
[63].
Theaverageageofproducerswas45.95,andtheyhadanaverageexperienceof21.80yearsas
farmers.InsoutheastSpain,agriculturehassurvivedasatradition,butthenewgenerationshave
abandonedthefieldsforothersectorsthatarebetterpaid,causingthesectortoage.Agricultural
companieschosetorecruitmigrantlabour,whotookthejobsthatthenativepopulationrejected[64].
Majorproducersdevotetheirentireworkdaytoagriculture.Inotherwords,agricultureistheir
profession,andamajorityofthemareownersoftheholdingstheyworkon.Furthermore,theysaid
that100%oftheirincomecomesfromagriculture.However,21.1%ofsmallandmediumproducers
haveitasaparttimecommitment,34.2%arelessees,andonly57.3%oftheirincomecomesfrom
agriculture.Smallholdingisanaspectlinkedtoparttimeagricultureand,therefore,tothede
professionalisationofthesector.Theleasingofholdingsisareflectionoftryingtoreachthesize
necessarytotakeadvantageoftheeconomiesofscale,butaprofessionalproducerwhoisfully
dedicatedtotheactivityisalsonecessary[65,66].Inanycase,86.5%offarmerssaidtheywillcontinue
withtheirworkinthefield,majorandmediumproducersduetoeconomicreasons(becausethey
carryoutaprofitableactivity),andsmallfarmersforpersonalreasons(mainlytokeepupthe
tradition).
4.2.2.AcceptanceofTraditionalVarieties
Theselectionofthetypeofvarietyisoneofthefundamentaldilemmasthataproducermust
address,andafundamentalobjectiveofthisprojectistoanalysethelevelofuseandlikelihoodof
acceptanceofcultivatingtraditionalvarietiesoftomatoes.
Asmanyas50%ofthesmallandmediumfarmersinterviewedonlyusetraditionalvarieties.
Theychoosethemforthefollowingreasons:consumerspreferthem(45.8%),theyareefficient
(37.5%),andtheycontributetowardscreatingbiodiversity(20.8%).Theimpoverishmentofthe
organolepticqualityofthenewtomatovarieties,duetotheobjectivessetforthecurrentimproved
varieties,haspositionedtraditionalvarietiesinamarketnichethatseekstorecovertheorganoleptic
qualityandexternalappearanceoftraditionaltomatoes[18,67].However,75.0%ofmajorfarmers
onlycultivatehybridvarieties,and25.0%combinetraditionalandhybridvarieties.Theyallagree
thattraditionalvarietieshavelowefficiencyandlowresistancetodiseases.Thetraditionalvariety
mostchosenbyfarmersis“Muchamiel”(40%).Furthermore,the“DelaPera,”“FlordeBaladre,”and
“Valenciano”varietiesarealsoused.Meanwhile,themostusedhybridvarietyis“Cherry”(20%).
Othercommercialhybridsusedare:“Raf,”“Anairis,”“Boludo,”“Canario,”“Dumas,”and“Cordeil,
amongothers.Itisworthnotingthatfromanindepthanalysisoftheiranswersonecansurmisethat,
inmanycases,producersdonotknowthedifferencebetweentraditionalvarietiesandcommercial
hybrids.
Atthispoint,farmerswereaskedtovaluethelevelofimportanceofaseriesofpropertiesthata
newandimprovedvarietysimilarto“DelaPera”/”Muchamiel”wouldhave,obtainedthrougha
Sustainability2020,12,451714of19
processofnaturalselection(Table10).Thisvarietywouldhaveheightenedresistancetocertainissues
suchasvirusdiseasesorsplitting,althoughitwouldentailcertainhandicapssuchasalessintense
flavourthantheoriginaltraditionalvarietyortheimpossibilityofpreservingseedsfromoneyearto
thenext.
Table10.Importancegiventothepropertiesofanewandimprovedvarietyandlevelofacceptance.
Lessthan5habetween5and40haover40haTotal
Resistancetovirus8.409.7110.008.76
Absenceofsplitting8.409.2910.008.71
Goodpostharvestpreservation7.568.578.507.82
Evenfruitsetting7.008.149.337.43
Goodpreservationintheplant7.328.145.007.29
Goodsize6.768.867.337.23
Productionbetween3and5kg/plant7.485.716.677.06
Lessintenseflavourthantheoriginal6.927.716.007.00
Nonpreservationofseeds6.566.433.336.26
Lessresemblancetothetraditionalshape6.045.293.335.66
Levelofacceptance7.247.294.677.03
Ingeneral,farmershighlightthefollowingproperties:resistancetovirus,absenceofsplitting,
goodpostharvestpreservation,andevenfruitsetting.Alltheseattributesareaspectsthatimprove
themanagementofthecrop;inotherwords,ithighlightsthatfarmerswouldrathercultivateavariety
thatismoremanageableratherthanavarietythatisveryproductivebutsuffersfromdiseases,
preservationissues,andfruitdamage,suchassplitting.
Thedifferencescanbeseeninpropertiessuchas,forexample,the“goodpreservationofthe
plant.”Thispropertyismoreimportantforsmallfarmersthanmajorfarmers,possiblyduetothe
formerusuallymakinguseofecologicalcultivationfortheircropsand,inbeingabletousealimited
amountofchemicalproducts,thepreservationofthefruitsintheplantisanessentialqualityfor
them.
Itisimportanttostressthedifferenceinimportancegivenbymajorandsmallfarmerstothe
possibilityofpreservingseedsfromoneyeartothenext.Whereasthispropertylacksimportancefor
theformer,smallandmediumproducersvaluethispointsignificantly,asforthem,thepreservation
andexchangeofseedscanrepresentaninterestingsourceofproducts.
The“traditional”shapeisalsomoreimportantforsmallproducersthanformajorproducers
(beingofintermediateimportanceformediumproducers).Thisisduetosmallproducersbeingmore
accustomedtoworkingwithtraditionalvarieties,andtheyvaluethisattribute,whereasmajor
producersselectrounderandmorehomogeneousshapes.
Lastly,theywereaskedtostatethelevelofgeneralacceptanceofsaidvarietyonascaleof1to
10.Thevarietywasaccepted(>7points)bysmallandmediumfarmers.Thesesaidthattheabsence
ofthemainvirusdiseasesinthevarietywouldfacilitatethedevelopmentofthecropand,asitwould
havesimilarorganolepticpropertiesasthementionedtraditionalvarieties,therewouldbeamarket
nichetoapproach.However,majorproducersdidnotacceptthehypotheticalvariety(<5points).
Theysaidthattheefficiencyofthevarietywasverylow,andthatitwouldnotachieveanacceptable
productionthatwouldallowtheholdingtobeprofitable.
5.Conclusions
Thecurrentsituationofagriculturalproducersisstronglyconditionedbytheprofitsoftheir
activity.Ontheonehand,thissituationleadstotheabandonmentofagriculture,becausepeoplelook
formorelucrativeactivities.Ontheotherhand,thisinvolvesachangetowardsproductsthatmake
itpossibletoobtaingreaterprofits[68,69].IntheMediterraneanarea,majorandhighlyspecialised
holdingswithspecificcrops(cucumbers,tomatoes,peppers…)areproliferating,whereassmalland
mediumonesseekcropsthatallowthemtosurvive,suchastablegrapesorbroccoli[70,71].Allof
Sustainability2020,12,451715of19
thisrepresentstheabandonmentofthecultivationoftraditionalvarieties,whosepreservationis
essentialtoslowdownthelossofbiodiversityandpreservephylogeneticresources[72].
Withthisinitialsituation,thestudyofconsumershasidentifiedtwoclearlydifferentiated
marketsegments:consumersoftraditionaltomatoes(S1),andthosewhoprefercommercialhybrids
(S2).Therefore,wecanconfirmH1:thereisatomatoconsumersegmentthatpreferstraditional
varietiesratherthanhybridvarieties.Thissectorischaracterisedbygivinggreaterimportancetothe
organolepticpropertiesofatomatothantoitsprice,meaningthattheyaremorewillingtopaya
higherpriceforthistypeofproduct.Likewise,thissegmentalsovaluespositivelythelocaloriginof
theproductionandbuysmorefrequentlyingreengrocershopsandopenmarkets.
Meanwhile,researchontomatoproducershasidentifiedthreetypesofholdingsaccordingto
theirsize:small(<5ha),medium(5–40ha)andmajor(>40ha).Theobjectivesofthemajorholdings
focusonobtainingfinancialprofitsand,followinggeneralcriteria,highqualityfruit(evennessand
postharvestpreservation).However,ownersofsmallandmediumholdingsaremoreconcerned
abouttheresistanceofcrops,thefruit’sorganolepticproperties,andthepositiveassessmentofthe
consumer.Likewise,obtainingthesesegmentsallowsustoacceptH2:thereisaproducersegment
willingtocultivateanimprovedtraditionalvariety.Smallandmediumfarmersapprovecultivating
thisproduct,whichwouldpreservetheexcellentorganolepticpropertiesofatomato,anattribute
thatishighlyregardedbyS1ofconsumers,whilemakingiteasierforthemtocarryouttheiractivity
(plantswithresistancetoviruses).
Therefore,itseemsappropriatetoproposethecultivationofimprovedtraditionalvarietiesto
smallandmediumfarmers,astheywouldfindinthelocalmarketasegmentofconsumerswhovalue
thempositively(S1).Regardingthemarketingstrategy,agoodplacetostartwouldbetoprovide
informationatlocalpointsofsale,astheyarethepreferredplaceofpurchaseofthetargetsegment.
Thisinformationcouldmaterialiseasprintedadvertisingorassalespromotionsaimedatboththe
endconsumerandthedistributor.Likewise,newsitemsortechnicalreportscouldbegeneratedand
disseminatedthroughdifferentdigitalmarketingtoolsonwebsitesthatspecialiseinlocalproducts.
Thiswouldmakeitsothattheworkofsmallandmediumfarmersisprofitable,preventingan
abandonmentofthisactivityandimprovingtheterritorialandeconomicalsustainabilityoftherural
world.Therefore,H3isaccepted:thecultivationoftraditionalvarietiesisasuitablealternativefor
thesustainabilityoftheterritory’sagriculturalactivity.
Meanwhile,majorfarmersareencouragedtocultivateveryproductivehybridvarieties,andto
basetheircompetitivestrategyontheprice,asthereisanS2segmentofconsumerswhopreferhybrid
varietiesandassignsparticularimportancetolowprices.
Furthermore,thecultivationofthesetraditionalvarietiesaimedatlocalmarketswouldmakeit
possibletoachieveatripleobjective:contributetothesustainabilityofruralcommunities,satisfythe
demandsofconsumersregardingtheprotectionofflavourandtheenvironment,andhelpthehealth
authoritiesfindwaystopromotetheconsumptionoffruitandvegetables.
However,thisstudyhassomemethodologicallimitations.Ontheonehand,theconsumerstudy
wasconductedfollowingaconveniencesamplingmethod,whichimpliesthattheresultscannotbe
generalisedforthewholepopulation.Furthermore,theproducerstudycouldnotbeconductedwith
arandomsampling,asthereisnotomatoproducercensusfromwheretoselectparticipants,and
eventhoughallsegmentswerewellrepresented,theobtainedsamplewasnotexhaustive.These
limitationsentailthatthisisanexploratorystudy.However,thisresearchhasshownthatthereisa
marketnicheforthetraditionaltomatovarieties,whicharehighlyregardedbyacertainsegmentof
thepopulation.Thissuggeststhatworkcancontinuetobedoneinthislineofresearchinorderto
consolidatetheobtainedresults.Furthermore,fewpapersofthistypehavebeenpublishedand,given
thattheresultsobtainedinthisstudyareoptimalforthesustainabilityoftheterritoryandthe
preservationofgeneticheritage,weproposeconductingnewresearchontraditionalvarietiesofother
productsspreadacrossdifferentgeographicalareas.
AuthorContributions:Allauthorshavecontributedsimilarlyinallpartsofthispaper.Allauthorshaveread
andagreedtothepublishedversionofthemanuscript.
Sustainability2020,12,451716of19
Funding:ThisstudyhasbeencarriedoutwiththefinancialsupportoftheEuropeanUnion’sHorizon2020
ResearchandInnovationProgram(No.634561).
ConflictsofInterest:Theauthorsdeclarenoconflictofinterest.
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