factors influencing farmers’ preferences about agricultural equipment supply

FactorsMinfluencingMfarmers’MpreferencesMaboutMagriculturalMequipmentMsupply.MAMliteratureMoverview

Davide)RIZZOo)Elisa)M9RR9CCINIo)9nne)COM79UD

direct Sseeding

m ulching

decisionSsupport Ssystem SFdssC

rolloverSprotect iveSst ructures

im pact

technicalSefficiency

erosionScont rol

adopt ion

farm er

health

ghana

m echanisat ion

soilSerosion

anim alSt ract ion

decisionSsupport Ssystem s

m echanizat ion

landSdegradat ion

riskSassessm ent

m ethane

agriculturalSengineering

plant Sdisease

carbonSdioxide

energy

agriculturalSm achinery

design

agriculture

agriculturalSt ractor

agriculturalSsafety

farm ers

farm

safety

cropSresidues

innovat ion

soilSorganicSm at ter

evaluat ion

ict

noise

processing

ardSplough

t ractors

gnss

incident

m anagem ent

china

waterSquality

accident

extension

econom ics

m arasha

grain

conservat ionSt illage

derderoM

hsvSFhueSsaturat ionSvalueC

perm anent Sbeds

farm Ssurvey

adaptat ion

decisionSm aking

intervent ion

foodSsecurity

gis

bangladesh

accident Sprevent ion

northScarolina

cropSresidueSm anagem ent

clim ateSchange

carbonSsequest rat ion

farm ing

gps

fieldSefficiency

coverScrops

personalSprotect iveSequipm ent

energySefficiency

raisedSbeds

injury

rops

passiveSprotect ion

em issions

conservat ionSagriculture

agriculturalSm echanizat ion

coolSfarm Stool

t ractor

cropSrotat ion

agriculturalSinjuries

india

econom icSgrowth

indigenousSknowledge

noYt illage

inverseSrelat ionship

technology

internet SofSthings

farm SvehicleScrashes

agriculturalShazards

m onitoring

farm Sm achinery

convent ionalSt illage

equipm ent

nit rousSoxide

incom e

surveyerosion

soilSm anagem ent

autom at ion

sustainability

cont rolSsystem s

croppingSsystem s

precisionSagriculturem inim um St illage

m achinery

SPAINAUSTRIAFRANCE

M ALAYSIABRAZILOM AN

NEW SZEALANDDENM ARK

NETHERLANDS

TUNISIAAUSTRALIAPORTUGAL

BELGIUMTHAILANDETHIOPIA

SOUTHSKOREAPOLAND

UNITEDSSTATES

USABULGARIA

UNITEDSSTATES

CHINATURKEY

BANGLADESH

ITALYUNITEDSKINGDOM

SW EDEN

SPAINM ADAGASCAR

FRANCE

GERM ANYNIGERIATURKEY

EGYPTINDIA

GHANAUGANDA

CZECHSREPUBLIC

livestock

m ulching

agricultural

planter

gam m aSradiat ion

labor

com post

com m ercialSenergy

energyYuseSpat terns

ruralSareas

consolidat ion

autom at icSdataSacquisit ion

radiat ionYcurableSim pregnants

arableSfarm Sm echanisat ion

ecosystem s

em ergence

specificSenergy

burkinaSfaso

benefit Ycost Srat io

m odificat ions

nonYrenewableSenergySsources

newSgerm anSfederalSstates

energySrequirem ents

energySm ix

yield

renewableSenergySsources

draught Sanim alSpower

farm ingSm achinery

arableSfarm ing

m achinerySselect ion

telephoneSsurvey

output Yinput SenergySrat io

agriculturalSequipm ent

riskSpercept ionsagriculture

m achines

hum anSenergy

percept ionSanalysis

croppingZfallowingSpract ices

safety

zebu

workingSpostures

corn

sprayers

t ractors

sawm iller

change

northernScam eroon

hazardSevaluat ion

educat ionalSprogram s

ruralSrehabilitat ion

sm allholderSt im berSproduct ion

zai

fast YgrowingSt reeSspecies

croppingSintensity

soybean

noYt ill

shift ingSagriculturalSm odel

gm elinaSarborea

horse

art ifacts

unsprayedScropSedges

m achinerySsystem Ssim ulat ion

households

conservat ion

farm ing

conjoint Sanalysis

farm er

fieldSefficiency

personalSprotect iveSequipm ent

childhoodSinjuries

farm SroadSsystem

agriculturalSm echanizat ion

archaeologicalSfinds

wheat Scrop

donkey

t illing

prevent iveSst rategies

expert ise

standSestablishm ent

am azonia

roadSconst ruct ion

spat ialSdata

technicalSandSecologicalSdem ands

surveillance

t ransport

landSrotat ion

inform at ionSdist ribut ion

m achinerySm anagem ent

fuelwood

sourceYwiseSenergy

physiologicalSeffects

perform anceStests

discom fort

decayedSwood

energySanalysis

natureSconservat ion

docum entat ion

m arket ingSt reeSproducts

healthSconcerns

operat ionYwiseSenergy

NETHERLANDS

ITALY

PHILIPPINESAUSTRALIA

UNITEDSSTATES

INDIA

FRANCE

UNITEDSSTATES

AUSTRIA

AUSTRALIA

NETHERLANDS

FRANCE

GERM ANY

PUERTOSRICOBRAZIL

BRAZILFRANCE

INDIA

UNITEDSSTATES

farm power and machinery availability

quest ionnaire

epidem iology

decisionSm aking

workableSdays

woundsSandSinjuries

UNITEDSSTATES

CANADAFRANCE

AUSTRALIA

anthropom etric

agriculturalSm achinerySindust ry

assist iveStechnology

rolloverSprotect iveSst ructures

environm entalSm odificat ion

children

erosionScont rol

com binehealth

anim alSt ract ion

agriculturalSlabourSm arkets

decisionSsupport Ssystem s

com pact ion

m echanizat ion

rops

cut t ingSwidth

agriculturalSm achinerySsafety

alqueva

cont rolledSt raffic

noise

design

cat t le

agriculture

cont rollerSareaSnetwork

agriculturalSfatalit ies

alcohol

agriculturalSsafety

farm ers

access

safety

ardSplough

t ractors

china

waterSquality

environm entalSbenefits

accidentdisabilit ies

conservat ionSt illage

agriculturalSworker

croppingSpat tern

derderoM agriculturalScensus

africa

noYt ill

decisionSm aking

m anagem ent

accident Sprevent ion

environm entalSgoodsSandSservices

northScarolina

conservat ion

carbonSsequest rat ion

injury

energy

coverScrops

convent ionalSt ill

agroecology

passiveSprotect ion

em issions

cropSproduct ionSsystem s

conservat ionSagriculture

cropSrotat ion

agriculturalSinjuries

digitalSfilters

noYt illage

crashSdata

dealer

farm SvehicleScrashes

agriculturalShazards

farm Sm achinery

convent ionalSt illage

equipm ent

depression

soilSerosion

pest icides

alentejo

draught

chineseSfarm ers

deforestat ion

sustainability

precisionSagriculture

m achinery

UNITEDSSTATESSLOVAKIA

UNITEDSKINGDOM

GERM ANYJAPAN

UNITEDSKINGDOM

POLANDAUSTRALIA

AUSTRALIAIRAN

UNITEDSSTATES

PORTUGALNIGERIA

UNITEDSKINGDOM

CANADAINDIA

BRAZIL

TUNISIAKENYABENIN

CHINA

NIGERIAAUSTRALIA

UNITEDSSTATES

FRANCEBELGIUMETHIOPIA

JAPAN

SPAINAUSTRIA

NETHERLANDS

farm Sm echanizat ion

weedSm anagem ent

direct Sseeding

subYsaharanSafrica

decisionSsupport Ssystem SFdssC

windSerosion

agriculturalSm echanizat ionSindex

technicalSefficiency

adopt ion

t illage

farm er

ghana

m echanisat ion

zim babwe

m echanizat ion

support SvectorSm achineSFsvm C

agriculturalSm achineryStotalSpower

support SvectorSm achine

agriculturalSinform at ionZknowledge

riskSassessm ent

watershed

agriculturalSengineering

plant Sdisease

clim ateSchange

agroYexport ingSperiod

agriculture

agriculturalSt ractor

farm ers

cropSresidues

innovat ion

soilSorganicSm at ter

sensor

ictprocessing

robots

t ractors

gnss

technologySadopt ion

ontology

st ripSt illage

accident

extension

econom ics

survey

conservat ionSt illage

hsvSFhueSsaturat ionSvalueC

adopters

soilShealth

adaptat ion

agriculturalSoperat ions

foodSsecurity

gis

bangladesh

agriculturalSknowledge

cropSresidueSm anagem ent

agriculturalSsystem s

agricultureSm achinery

agriculturalSlabor

energy

gps

sm allholderSfarm ers

fieldSefficiency

knowledgeSrepresentat ion

energySefficiency

agriculturalSdevelopm ent

m achinerySm anagem ent

econom icSgrowth

agent YbasedSm odelling

conservat ionSagriculture

agriculturalSm echanizat ion

t ractor

technologicalSinnovat ion

cropSrotat ion

india

agriculturalSm achinery

precisionSagriculture

noYt illage

technology

internet SofSthings

farm Sm achinery

convent ionalSt illage

grain

erosion

technologicalSt rajectories

affordance

soilSm anagem ent

autom at ion

support SvectorSregression

agriculturalSservices

cont rolSsystem s

croppingSsystem s

m inim um St illage

agriculturalSm achineryScost

KENYABELGIUM

TANZANIA

M ALAYSIAIRAN

CROATIA

CZECHSREPUBLICNORW AY

INDIA

CHINAINDIA

UNITEDSSTATES

FRANCE

TURKEYGERM ANY

UNITEDSSTATES

GHANAFINLANDCANADA

SOUTHSKOREASPAINJAPAN

CHINAAUSTRIAUGANDA

EGYPTINDIA

THAILANDUSA

CANADA

SRISLANKAAUSTRALIA

ITALYUNITEDSSTATES

GREECE

GREECEDENM ARK

UNITEDSKINGDOM

SaturdaymFebruarym25m2017mParcmdesmExpositionsm-mVillepintem|mFrance

Intensivemandmenvironmentallymfriendlymagriculturemanmopportunitymforminnovationminm

TITLE@97S@KEY)r)2farmer.2)c)

9ND))TITLE@97S@KEY)r)2surve.2)c))OR))TITLE@97S@KEY)r)2need.2)c))OR))TITLE@97S@KEY)r)2decision.2)c))OR))TITLE@97S@KEY)r)2prefer.2)c))OR))TITLE@97S@KEY)r)2criter.2)c))OR))TITLE@97S@KEY)r)2adoption2)c)

9ND))TITLE@97S@KEY)r)2agri*Mequipment.2)c))OR))TITLE@97S@KEY)r)2farm*Mequipment.2)c))OR))TITLE@97S@KEY)r)2agri*Mtool.2)c))OR))TITLE@97S@KEY)r)2farm*Mtool.2)c))OR))TITLE@97S@KEY)r)2agri*Mmachine.2)c))OR))TITLE@97S@KEY)r)2farm*Mmachine.2)c))OR))TITLE@97S@KEY)r)2agri*Mmechani?ation2)c))OR))TITLE@97S@KEY)r)2farm*Mmechani?ation.2c))

1970-2000

ChaireMAgro-MachinismeMetMNouvellesMTechnologies

1970-today

N = 576

N = 143 N = 163 N = 2702001-2010 2011-today

UP)kyhk@hy@hyg)INTER9CTUniLaSalleo)7eauvais)rFrancec))

contactMauthor:)davidefrizzo;unilasalleffr

TheMaimMofMthisMstudy)is)to)identify)the)key)factors)influencing)farmers’)decision)making)and)preferences)about)the)equipment)supplyf)The)study)is)based)on)an)overview)of)the)available)scientific)literature)and)reportso)and)it)is)being)completed)by)an)ongoingMMsurveyMofMtheMfarmers’MneedsMconcerning)the)agri@equipmentf)))))

OurMgoalMis)to)define)a)generic)analytical)framework)to)explore)the)expectations)and)willingness)of)farmers)in)the)adoption)of)equipment)innovationf)We)foster)studies)at)levels)ranging)from)regions)to)countriesf)

WeMpresentMhere)the)early)results)of)the)first)stepx)a)literature)review)performed)on)the)SCOPUS)databasef)We)searched)for)all)the)documents)mentiong)rin)titleo)abstract)or)keywordsc)the)farmers)and)the)agricultural)or)farm|ing)equipmento)with)a)focus)on)surveyo)needso)decision)r@makingo)supporto)etcfco)criteria)and)adoptionf

E9RLY)RESULTSP

rongoing)

researchc

AMbibliometricManalysisMwas)performed)using)the)CorText)software)rIFRISo)kyhmc)to)perform)lexical)analysis)and)mapping)the)structure)and)the)dynamics)of)the)corpusf)The)software)first)calculates)the)frequency)of)occurrence)of)each)termW)then)normalizes)these)occurrences)and)co@occurrences)as)proximity)measurements)to)link)the)nodes)rTancoigne)et)alfo)kyhmcf)

Combined)mapping)and)clustering)of)the)most)frequent)keywords)that)appeared)in)the)research)field)in)the)period)hwby@kyhb)using)CorText)softwaref)The)dimension)of)the)circles)is)proportional)to)the)number)of)retrievalsf)Nodes)are)linked)according)to)different)types)of)proximity)rmeasurex)chi@squared)testcf

Clusters)of)the)main)keywords)and)related)Countries)rabovec)and)difference)per)sub@period)rbelowc

ReferencesIFRIS3p20148pCorText8pUniversitépParis5Estp77420pChampspSurpMarne8pAvailablepfrom:phttp://manager8cortext8net/Tancoignepetpal8p20148pThepplacepofpagriculturalpsciencespinpthepliteratureponpecosystempservices8pEcosyst8pServ8p10:35548