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Enhancing nursing care through technology and standardized nursing language: The TEC-MED multilingual platform

Abstract

Purpose This study describes the design, integration, and semantic interoperability process of a minimum data set using standardized nursing language in the caring module of the TEC-MED care platform. Methods The caring module was developed in three phases (2020–2022): platform concept, functional design and construction, and testing and evaluation. Phases involved collaboration among academics, information technology developers, and social/healthcare professionals. Nursing taxonomies (NANDA-I, NOC, NIC) were integrated to support the nursing process. The platform was piloted in six Mediterranean countries. Findings The final platform features an assessment module with eight dimensions for data collection on older adults and their caregivers. A clinical decision support system links assessment data with nursing diagnoses, outcomes, and interventions. The platform is available in six languages (English, Spanish, French, Italian, Greek, and Arabic). Usability testing identified the need for improved Arabic language support. Conclusions The TEC-MED platform is a pioneering tool using standardized nursing language to improve care for older adults in the Mediterranean. The platform's multilingualism promotes accessibility. Limitations include offline use and mobile app functionality. Pilot testing is underway to evaluate effectiveness and facilitate cross-cultural validation of nursing taxonomies. Implications for nursing practice The TEC-MED platform offers standardized nursing care for older adults across the Mediterranean, promoting consistent communication and evidence-based practice. This approach has the potential to improve care quality and accessibility for a vulnerable population.

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Enhancing nursing care through technology and standardized nursing language: The TEC-MED multilingual platform

Author: Porcel Gálvez, Ana María; Lima Serrano, Marta; Allande Cussó, Regina; Costanzo Talarico, Maria Giulia; Mateos García, Dolores; Bueno Ferrán, Mercedes; Fernández García, Elena; D'Agostino, Fabio; Romero Sánchez, José Manuel
Publisher: Wiley
Year: 2023
DOI: 10.1111/2047-3095.12493
Source: https://idus.us.es/bitstreams/05fd889a-046f-41de-9a72-bae5c6d6ea66/download
Recei ed: 27 June 2024 Accep ed: 29 Sep embe 2024
DOI: 10.1111/2047-3095.12493
ORIGINAL REPORT
Enhancing nu sing ca e h ough echnology and s anda dized
nu sing language: The TEC-MED mul ilingual pla o m
Ana-Ma ía Po cel Gál ez PhD, Associa ed P o esso 1
Ma a Lima-Se ano PhD, Associa ed P o esso 1Regina Allande-Cussó PhD, Senio
Lec u e 1Ma ia-Giulia Cos anzo-Tala ico Doc o al S uden 2
Ma ía-Dolo es Ma eos Ga cía PhD, Associa ed P o esso 1
Me cedes Bueno-Fe án PhD, Lec u e 1Elena Fe nández-Ga cía PhD, Assis an
P o esso 1Fabio D’Agos ino PhD, Associa ed P o esso 3
José-Manuel Rome o-Sánchez PhD, Assis an P o esso 4
1Nu sing Depa men , Facul y o Nu sing,
Physio he apy and Podia y, Uni e sidad de
Se illa, Se illa, Spain
2Resea ch g oup Ecological Economy, Feminis
Economy and De elopmen (EcoECoFem – SEJ
507), Uni e sidad Pablo de Ola ide, Se illa,
Spain
3Medicine and Su ge y Depa men , Sain
Camillus In e na ional Uni e si y o Heal h
Sciences, Rome, I aly
4Nu sing Depa men , Facul y o Nu sing,
Physio he apy and Podia y, Uni e sidad de
Cádiz, Cádiz, Spain
Co espondence
Regina Allande-Cussó, 41009, A enzoa s .,
Se illa, Spain.
Email: [email p o ec ed]
Funding in o ma ion
TEC-MED P ojec , G an /Awa d Numbe : ENI
CBC 2014-2020
Abs ac
Pu pose: This s udy desc ibes he design, in eg a ion, and seman ic in e ope abili y p o-
cess o a minimum da a se using s anda dized nu sing language in he ca ing module o
he TEC-MED ca e pla o m.
Me hods: The ca ing module was de eloped in h ee phases (2020–2022): pla o m con-
cep , unc ional design and cons uc ion, and es ing and e alua ion. Phases in ol ed col-
labo a ion among academics, in o ma ion echnology de elope s, and social/heal hca e
p o essionals. Nu sing axonomies (NANDA-I, NOC, NIC) we e in eg a ed o suppo he
nu sing p ocess. The pla o m was pilo ed in six Medi e anean coun ies.
Findings: The inal pla o m ea u es an assessmen module wi h eigh dimensions o
da a collec ion on olde adul s and hei ca egi e s. A clinical decision suppo sys em
links assessmen da a wi h nu sing diagnoses, ou comes, and in e en ions. The pla o m
is a ailable in six languages (English, Spanish, F ench, I alian, G eek, and A abic). Usabili y
es ing iden i ied he need o imp o ed A abic language suppo .
Conclusions: The TEC-MED pla o m is a pionee ing ool using s anda dized nu sing lan-
guage o imp o e ca e o olde adul s in he Medi e anean. The pla o m’s mul ilingual-
ism p omo es accessibili y. Limi a ions include o line use and mobile app unc ionali y.
Pilo es ing is unde way o e alua e e ec i eness and acili a e c oss-cul u al alida ion
o nu sing axonomies.
Implica ions o nu sing p ac ice: The TEC-MED pla o m o e s s anda dized nu sing
ca e o olde adul s ac oss he Medi e anean, p omo ing consis en communica ion and
e idence-based p ac ice. This app oach has he po en ial o imp o e ca e quali y and
accessibili y o a ulne able popula ion.
This is an open access a icle unde he e ms o he C ea i e Commons A ibu ion-NonComme cial License, which pe mi s use, dis ibu ion and ep oduc ion in any
medium, p o ided he o iginal wo k is p ope ly ci ed and is no used o comme cial pu poses.
© 2024 The Au ho (s). In e na ional Jou nal o Nu sing Knowledge published by Wiley Pe iodicals LLC on behal o NANDA In e na ional.
In J Nu s Knowl. 2024;1–9. wileyonlinelib a y.com/jou nal/ijn 1
2PORCEL GÁLVEZ ET AL.
KEYWORDS
digi al heal h, elde ly, heal h equi y, nu sing diagnosis, s anda dized nu sing language, axonomy
RESUMEN
Obje i o: Es e es udio desc ibe el diseño, la in eg ación y el p oceso de in e ope abili-
dad semán ica de un conjun o mínimo de da os u ilizando un lenguaje es anda izado de
en e me ía en el módulo de a ención de la pla a o ma de cuidados TEC-MED.
Mé odos: El módulo de a ención se desa olló en es ases (2020–2022): concep o de
la pla a o ma, diseño y cons ucción uncional, y p uebas y e aluación. Las ases in olu-
c a on la colabo ación en e académicos, desa ollado es de ecnología de la in o mación
y p o esionales sociales/sani a ios. Se in eg a on axonomías de en e me ía (NANDA-I,
NOC, NIC) pa a apoya el p oceso de en e me ía. La pla a o ma se pilo ó en seis países
medi e áneos.
Resul ados: La pla a o ma inal p esen a un módulo de e aluación con ocho dimensiones
pa a la ecopilación de da os sob e adul os mayo es y sus cuidado es. Un Sis ema de
Apoyo a la Decisión Clínica (CDSS) incula los da os de e aluación con diagnós icos,
esul ados e in e enciones de en e me ía. La pla a o ma es á disponible en seis idiomas
(inglés, español, ancés, i aliano, g iego, á abe). Las p uebas de usabilidad iden i ica on la
necesidad de mejo a el sopo e en idioma á abe.
Conclusiones: La pla a o ma TEC-MED es una he amien a pione a que u iliza un
lenguaje es anda izado de en e me ía pa a mejo a la a ención a los adul os mayo es en
el Medi e áneo. La disponibilidad en a ios idiomas de la pla a o ma p omue e la acce-
sibilidad a la misma. Las limi aciones incluyen el uso sin conexión y la uncionalidad de la
aplicación mó il. Se es án ealizando p uebas pilo o pa a e alua la e ec i idad y acili a
la alidación in e cul u al de las axonomías de en e me ía.
Implicaciones pa a la p ác ica de en e me ía: La pla a o ma TEC-MED o ece a ención
de en e me ía es anda izada pa a los adul os mayo es en odo el Medi e áneo, p o-
mo iendo la comunicación consis en e y la p ác ica basada en e idencia. Es e en oque
iene el po encial de mejo a la calidad y accesibilidad de la a ención pa a una población
ulne able.
INTRODUCTION
Mul iple eHeal h in e en ions ha e been de eloped in ecen decades
o suppo nu sing ca e, including digi al pla o ms (Bohme &
Law ence, 2008; Escobedo e al., 2019). A digi al ca e pla o m is an
eHeal h-based ool ha aims o inc ease coo dina ed and pa ien -
cen e ed ca e. Digi al heal hca e pla o ms can p o ide pa ien s wi h
si ua ion-speci ic in o ma ion, an o e iew o hei medical eco ds,
and a means o di ec and secu e communica ion wi h heal hca e p o-
essionals (Hops aken e al., 2021; Meie e al., 2013). E idence o he
use o ca e pla o ms o pa ien s wi h ch onic diseases demons a es
hei posi i e e ec on inc easing and imp o ing physical ac i i y, qual-
i y o li e, sel -con idence, adhe ence o ea men , and sa is ac ion
wi h he ca e ecei ed (Sle e al., 2016; Tighe e al., 2020; Xu e al.,
2019). In he speci ic con ex o olde people, a s udy by Jongs a e al.
(2017) showed ha he design o a speci ic ca e pla o m o olde
people wi h ca dio ascula p oblems posi i ely impac ed adhe ence o
medical ea men and basic heal h ca e. Howe e , i highligh ed he
need o imp o e digi al compe ence in his g oup.
On he o he hand, cu en heal h sys ems ace he challenge o
longe i y and an in e ed demog aphic py amid due o he inc ease
in he wo ld’s popula ion o e 60. In his sense, all coun ies should
implemen s a egies o ensu e hei heal h and social sys ems a e
eady o ake ull ad an age o his demog aphic change (Bonne
e al., 2021). Fu he mo e, people wi h social ca e needs ha e expe i-
enced an inc eased isk o de e io a ion o hei physical and men al
heal h wi h he COVID-19 pandemic (Ho e al., 2020). This ex ao -
dina y challenge o social assis ance equi es immedia e and well-
coo dina ed esponses among di e en le els o go e nmen and
non-go e nmen al sec o s and he gene al public wo ldwide (Comas-
20473095, 0, Downloaded om h ps://onlinelib a y.wiley.com/doi/10.1111/2047-3095.12493 by Readcube (Lab i a Inc.), Wiley Online Lib a y on [10/02/2025]. See he Te ms and Condi ions (h ps://onlinelib a y.wiley.com/ e ms-and-condi ions) on Wiley Online Lib a y o ules o use; OA a icles a e go e ned by he applicable C ea i e Commons License
DIGITAL PLATFORM & NURSING LANGUAGE 3
He e a e al., 2020). Nu sing ca e mus also be adap ed o his
demog aphic si ua ion, always unde he p emise o e idence-based
ca e. Thus, he wo king me hod o nu ses is ma e ialized h ough he
nu sing p ocess, based on an o ganized da a collec ion, using exis ing
ools; ha would include e idence-based knowledge esou ces such as
Go don’s (1994) Func ional Heal h Pa e ns and he esea ch-based
s anda dized classi ica ions (Tö n all & Jansson, 2017). Nu ses who
use a common s anda dized language o iden i y and eco d pa ien
diagnoses, ou come c i e ia, and in e en ions would allow hem o
communica e pa ien ca e o he ou side wo ld (Mousa inasab e al.,
2020). The NANDA-In e na ional axonomy is an example o s anda d-
izednu singlanguage ha p o idesanin e na ionaluni o mde ini ion,
de ining cha ac e is ics, and ac o s o nu sing diagnoses (H. He d-
mane al., 2024), as doNu singOu comesClassi ica ionwi hde ini ion
and indica o s o measu e (Moo head e al., 2023) and Nu sing In e -
en ions Classi ica ion wi h de ini ion and nu sing ac i i ies (Wagne
e al., 2023). Each p o ides a common s anda dized language wi h
e idence-based de ini ions and con ex o desc ibe nu sing p ac ices
o be conside ed in he planning, implemen a ion and e alua ion o
nu sing p ocess (Mülle -S aub e al., 2007).
The “De elopmen o a T anscul u al social-e hical-ca e model o
dependen popula ion in Medi e anean basin-TEC-MED” esea ch
p ojec (ENI CBC 2014–2020) add esses hese in e na ional chal-
lenges by de eloping an inno a i e and e hical c oss-cul u al social
ca e model. This model aimed o imp o e he unc ioning o companies
ha p o ide socio-heal h ca e and collabo a ion wi h public admin-
is a ions in ca ing o olde people wi h dependency and a isk o
social exclusion in he Medi e anean basin. Wi h an app oach based
on jus ice, p i acy, con iden iali y, gende , uni e sal accessibili y, ac i e
communi y pa icipa ion, digi al li e acy, and he alues o he wel a e
s a e and go e nance, he p ojec in ol es he coun ies o Spain (coo -
dina ing coun y), I aly, G eece, Lebanon, Egyp , and Tunisia (Po cel
e al., 2019).
Acco dingly, one o he ou pu s o he TEC-MED p ojec is de el-
oping a mul ilanguage (English, Spanish, F ench, I alian, G eek, and
A abic) online mul ipu pose pla o m. The TEC-MED pla o m is mul i-
pu pose and composed o h ee modules: (1) a managemen module
aimed o p omo e he communica ion and collabo a ion be ween he
pa ne s and s akeholde s, (2) an e-lea ning module, and (3) social-
heal h ca ing module.
The implemen a ion o he pla o m also cons i u es a alida ion
ool o he TEC-MED model. The in o ma ion collec ed h ough he
online pla o m is use ul o inc ease awa eness o he pe cep ion o he
socialca emodelandga he s eedbackon heg ound osuppo u u e
implemen a ion o a la ge in eg a ed model o social ca e (Po cel-
Gál ez e al., 2021). Addi ionally, he online pla o m is use -o ien ed
and a ends o guide ubiqui ous communica ion and collabo a ion
among social wo ke s, pa ien s, and amilies. The in o ma ion collec ed
h ough he online pla o m is use ul o inc ease he knowledge o
model pe cep ion and collec eedback om he g ound in iew o he
nex u u e implemen a ion o a wide in eg a ed social-ca e model. I
will allow social and heal h wo ke s (SHW), olde people, and hei am-
ilies o ecei e ins uc ions, sha e expe iences and bes p ac ices, and
ecei e aining and coaching suppo in a well-es ablished communi y
o p ac ices. In his con ex , his s udy aims o desc ibe he design, in e-
g a ion, and seman ic in e ope abili y p ocess o a minimum da a se in
he ca ing module o TEC-MED ca e pla o m.
MATERIALS AND METHODS
The design and de elopmen o he elec onic ca ing module o he
TEC-MED pla o m was accomplished du ing he pe iod 2020–2022,
in h ee phases: (1) pla o m concep ; (2) unc ional design and con-
s uc ion o he ca e pla o m; and (3) es ing and e alua ion. I was
de eloped in close collabo a ion be ween he conso ium pa ne s,
wi h academic p o iles and IT de elope s, oge he wi h key playe s
a he mic o–meso–mac o le el om public and p i a e ins i u ions,
uni e si ies, nongo e nmen al o ganiza ions, NGOs, and he gene al
popula ion.
The esea ch p ojec ob ained he app o al o he Andalusian
Resea ch E hics Commi ee (Cod.2412-N-19) and adhe ed o he ec-
ommenda ions on he p o ec ion o pe sonal da a desc ibed in he
Eu opean Di ec i e 2016/679 o he Eu opean Pa liamen and o he
Eu opean Council o Ap il 27, 2016.
Be o e he de elopmen o he ca ing module o he TEC-MED pla -
o m, he eam de eloped he TEC-MED ca e model, on which he
de elopmen o he TEC-MED ca e module was based (Figu e 1).
Phase 1: pla o m concep
This phase was de eloped du ing he second hal o he yea 2020 and
he i s qua e o 2021.
The ca e pla o m module consis s o ou modules: (1) assess-
men ,(2) diagnosis, (3)planning,and (4) implemen a ionande alua ion
(Figu e 2), based on he s ages o he nu sing p ocess as well as on
implemen a ion wi h axonomies (Bulechek e al., 2018; H. He dman
e al., 2021; Moo head e al., 2018; Wilkinson, 2012)(Figu e2).
Fo de eloping he assessmen module, a e iew o he digi al
heal h and social eco ds exis ing in he pa icipa ing coun ies was
ca ied ou du ing he i s qua e o 2021. Fo example, in Spain,
we based on he Di aya’s heal h ca e sys em (Se icio Andaluz de
Salud, 2010) o he RESISOR’s elec onic single social eco d (Gál ez
e al., 2016). Fu he mo e, unc ional pa e nso Ma jo y Go don (Go -
don, 1994) we e conside ed o he assessmen amewo k o olde
people ( inal bene icia y [FB]) as well as hei amily ca egi e s (FC),
conside ing also he amily and social dimensions. Weekly mee ings
o wo king g oups and expe panels wi h he p ojec pa ne s we e
de eloped un il a consensus was achie ed abou he dimensions o he
assessmen . A p ocess o iden i ying alida ed scales ela ed o each
o he dimensions was ca ied ou o be inse ed in o he designed
ca e pla o m h ough a li e a u e e iew. I was conside ed o selec
he assessmen scales i alida ed in he languages o he coun-
ies pa icipa ing in he p ojec . Pe mission om hei au ho s was
ob ained.
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4PORCEL GÁLVEZ ET AL.
FIGURE 1 TEC-MED model and ca ing module in TEC-MED
pla o m de elopmen p ocess.
FIGURE 2 O e iew o he modules o he TEC-MED digi al ca e
pla o m ha is based on he nu sing p ocess and he nu sing
axonomies.
The conso ium ag eed on he need o include nu sing axonomies,
gi en i s scien i ic e idence and in e na ional sys ema iza ion, con-
ce ning he diagnos ic phase and ca e planning. Simila ly, o he assess-
men design, he consensus abou labels, ou comes, and in e en ion
was done h ough wo king g oups and panel o expe s. NANDA
In e na ional diagnos ic labels ela ed o he assessmen dimensions
and he labels ela ed o Nu sing Ou comes Classi ica ion and Nu s-
ing In e en ions Classi ica ion ela ed o he iden i ied diagnos ic
labels we e iden i ied. Once he inal lis was ob ained, pe mission
was ob ained, and he NANDA In e na ional o ganiza ion, he pub-
lishe Thieme, he eam o edi o s o he Uni e si y o Iowa (USA),
and he publishe Else ie Limi ed we e con ac ed o eques he due
pe missions o including he labels in he ca e pla o m. Du ing he
e alua ion, he ealiza ion o he nu sing in e en ion and he change
o ou come indica o s a e assessed. All da a a e downloadable unde
da a p o ec ion es ic ions.
Phase 2: unc ional design cons uc ion o he ca e
pla o m
This phase was de eloped du ing he i s and second qua e s o 2021.
A clinical decision suppo sys em (CDSS) was included in he pla -
o m o assis SHW in assessing, diagnosing, planning, and e alua ing
ca e. The aim was o acili a e a uni o m app oach o applying he
model among mul iple p o essionals om di e en coun ies who pa -
icipa ed in he p ojec . CDSSs p o ide clinicians wi h pa ien -speci ic
ecommenda ions o clinical decision-making (Kawamo o e al., 2005).
They a e conside ed a way o educing a ia ion in heal hca e p ac ice
(Coie a e al., 2006).
The CDSS was based on logically de eloped algo i hms based on he
assessmen da a o lead he aining agen o an endpoin disposi ion o
he pa ien ’s condi ion, in his case, o a nu sing diagnosis. An algo i hm
was c ea ed in he pla o m o each p eselec ed nu sing diagnosis. The
ollowing p ocedu e was ollowed: (1) The componen s o each nu sing
diagnosis ha we e mos ep esen a i e o hem we e selec ed, ha is,
hei signs/symp oms (de ining cha ac e is ic) and he mos equen
causes ha could cause hem ( ela ed ac o ); (2) o all da a included
in he assessmen , hose ha we e equi alen o he mos ep esen-
a i e componen s o each diagnosis we e iden i ied and assigned o
each o he ; hese da a came om di ec ques ions abou hem, om
he esponses o speci ic i ems o psychome ic and clinome ic ins u-
men s included o he o e all sco e o hese ins umen s; (3) based on
he abo e, he algo i hms we e cons uc ed conside ing whe he he
da a we e collec ed: dicho omously, ha is, as he p esence o absence
o a sign/symp om o cause o diagnosis, o con inuously, ha is, when
he sign/symp om o cause o diagnosis was quan i ied in some way,
and a ce ain cu -o poin mus be conside ed ele an . A condi ional
s uc u e was used o de elop he algo i hms. Condi ional s uc u es
compa e he alues o one da a i em wi h hose o ano he (s). Based
on his compa ison, a cou se o ac ion is ollowed wi hin he pla o m.
In his case, he condi ional s uc u e allowed one o decide ha al e -
na i e he pla o m low will ollow, sugges ing o no a diagnos ic
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DIGITAL PLATFORM & NURSING LANGUAGE 5
label o he SHW. When he condi ion was me , he da a o in e es
o he diagnosis eached speci ic alues simul aneously; he calcula-
ion e u ned a ue alue and, consequen ly, assumed ha he pa ien
p esen ed he diagnosis o he SHW, which was eco ded. I he condi-
ion was no me , i e u ned a alse alue, implying ha he diagnosis
was absen . Rela ional ope a o s (>,<,≤,=>) we e used o es ablish
complex condi ions. Once he CDSS assigned a diagnosis, he sys em
au oma icallyassigned he ou come(s)and in e en ion(s) co espond-
ing o ha diagnosis, p e iously nes ed hem oge he o achie e he
linkage. I an SHW disag eed wi h he sugges ed endpoin , he e was
a acili y o o e ide he decision. Simila ly, i , based on he assess-
men , he SHW, applying his/he clinical easoning, conside ed ha he
pa ien had a nu sing diagnosis no sugges ed by he CDSS, he/she
could assign i o he pa icipan and eco d i .
Phase 3: es ing and e alua ion
Du ing he hi dqua e o 2021, woTEC-MEDca epla o musabili y
es ing sessions we e conduc ed in each coun y o e alua e i s com-
p ehensibili y and co ec unc ioning. In each es , a ic i ious use was
assessed by illing in all ields allowed by he pla o m. In he end, each
pilo was discussed in a join mee ing wi h all pa icipa ing pa ne s, in
which he echnology pa ne s ook no e o he necessa y changes.
RESULTS
Phase 1: pla o m concep
The inal con igu a ion o he pla o m in ol es he assessmen mod-
ule, which is ocused on da a collec ion and in e p e a ion o in o ma-
ion ha will de e mine he heal h si ua ion o FB and FC. I consis s o
eigh dimensions, concep ualized om he concep ual amewo k ha
suppo s he TEC-MED Model, which allow o collec clinical, biologi-
cal, and psychosocial aspec s om a comp ehensi e pe spec i e. These
a e as ollows: (1) heal h condi ion; (2) physical– unc ional capaci y; (3)
cogni i e abili y; (4) basic needs; (5) emo ional managemen and social
ela ions;(6)abili y op omo ea heal hyli e/dea h; (7) amily,pa ne s,
and ca egi e s; and (8) socio-economic ac o s and digi al li e acy.
Each o hese dimensions is suppo ed by subdimensions wi h i ems
and a ing scales. The ollowing scales we e iden i ied and selec ed
o he assessmen : INICIARE (Mo ales-Asencio e al., 2015); AROPE
(Explained Eu os a s a is ics- Eu opean Commi ee, 2021); AUDIT
es (Saunde s e al., 1993); Mo isky G een es (Simpli ied Medica-
ion Adhe ence Ques ionnai e) (Beyhaghi e al., 2016); AD8 Demen ia
es (Gal in e al., 2006); Eu oQol (quali y o li e) (M. He dman e al.,
2001); P ei e ques ionnai e (P ei e , 1975); Mon eal Cogni i e
Assessmen —MoCA (Nas eddine e al., 2005); Mini Nu i ional Assess-
men ; Duke ques ionnai e (Koenig e al., 1993); Ge ia ic Dep ession
Scale 15 Ques ions e sion (Yesa age e al., 1983); Pe cei ed S ess
Scale (PSS-10) (Cohen e al., 1983); Gene alized Anxie y Diso de
Ques ionnai e (GAD-7) (Spi ze e al., 2006); Rosenbe g Sel -Es eem
scale (Rosenbe g, 1979); COPE Ques ionnai e (sho e sion 28 i ems)
(Ca e e al., 1989); Heal h Li e acy (HLS-EU-Q16) (Haun e al., 2014);
Elde s Heal h Empowe men Scale (Se ani Azcu a, 2014); Subscale
2 “P ope dying p ocess” o he Colle -Les e Fea o Dea h Scale
(Les e , 2004); Ca egi e S ain Index—CSI (Tho n on & T a is, 2003);
Sel -pe cep ion o amily heal h s a us (Lima-Rod íguez e al., 2022);
and Ca egi e Time (RUD-Li e) and Ca egi e Wo k S a us (RUD-Li e)
(Wimo e al., 2013).
Phase 2: unc ional design cons uc ion o he ca e
pla o m
TheCDSSspeciallydesigned o hepla o mwascomposedo 34algo-
i hms connec ing he assessmen da a wi h he p eselec ed NANDA-I
diagnoses (H. He dman e al., 2021), Nu sing Ou comes-NOC (Moo -
head e al., 2018), and Nu sing In e en ions-NIC (Bulechek e al.,
2018). Table 1 epo s examples o he a ionale behind de eloping he
algo i hms o a ious diagnoses. Fo his pu pose, e alua ion c i e ia
ha mus be complied wi h o he CDSS o sugges o he SHW he
assignmen o an FB o FC’s diagnosis we e p esen ed. The sugges ed
diagnosis and he in e en ion o ha diagnosis a e also p esen ed.
Ma hema ical o mulas included in he p og amming code o he pla -
o m ha e been a oided o ease o epo ing. As men ioned abo e,
once he diagnosis was sugges ed, he SHW had o alida e i . I he o
she alida ed he CDSS sugges ion, he diagnosis emained assigned o
he FB/FC. I he o she el ha addi ional assessmen da a did no sup-
po he sugges ion, he o she could unassign he diagnosis. In addi ion,
he o she could add diagnoses no sugges ed i hey we e conside ed
jus i ied.
Phase 3: es ing and e alua ion
Du ing he wo usabili y es ing sessions o he ca e pla o m in each
coun y, he assessmen implemen ed on he pla o m was pilo ed o
de ec e o s o unde s anding o echnological issues. A e ha , i
was only necessa y o imp o e usabili y in he case o he A abic lan-
guage; hus, he pla o m was adap ed elec onically so ha codes and
diagnos icscouldbe ead co ec ly om igh ole . Figu e3desc ibes
he inal con igu a ion o he ca e module o he TEC-MED pla o m.
DISCUSSION
The p esen s udy in es iga ed he c ea ion o a digi al comp ehen-
si e ca e pla o m ha allows he execu ion o he nu sing p ocess
h ough all i s s ages, assessmen , diagnosis, planning, execu ion, and
e alua ion using he e minology NANDA-I nu sing diagnoses, Nu s-
ing Ou come Classi ica ion, and Nu sing In e en ion Classi ica ion
(Bulechek e al., 2018; H. He dman e al., 2021; Moo head e al., 2018).
Nume ous au ho s highligh he alidi y and imp o emen o pa ien
ca e using his e minology compa ed o o he s (Klanˇ
cnik e al., 2021;
20473095, 0, Downloaded om h ps://onlinelib a y.wiley.com/doi/10.1111/2047-3095.12493 by Readcube (Lab i a Inc.), Wiley Online Lib a y on [10/02/2025]. See he Te ms and Condi ions (h ps://onlinelib a y.wiley.com/ e ms-and-condi ions) on Wiley Online Lib a y o ules o use; OA a icles a e go e ned by he applicable C ea i e Commons License

6PORCEL GÁLVEZ ET AL.
TABLE 1 Examples o he a ionale unde he in e ela ionships among assessmen c i e ia, diagnosis, ou come, and in e en ion.
Assessmen c i e ia Diagnosis sugges edaOu come sugges edbIn e en ion sugges edc
Selec ions o op ions “Ne e ,” “Ra ely,” o “Some imes”
in INICIARE i em “050312 U ina y Con inence.”
00016 Impai ed u ina y
elimina ion
0310 Sel -Ca e: oile ing 1804 Sel -ca e
Assis ance: oile ing
Selec ions o op ion “No” in i ems: 5.6.1 (Do you ha e
objec i es o goals?), 5.6.2. (Do you ha e plans o ca y
ou ?) o 5.6.3. (Do you eel as i you can con ol you li e
igh now?), OR assigna ion o diagnosis “ isk o
dep ession,” “low sel -es eem,” o “ine ec i e coping”
00210 Impai ed
esilience
1309 Pe sonal esiliency 8340 Resiliency
p omo ion
Selec ion o op ion “No” in i em 5.7.3 (gene ally, would
you say ha you sexual ela ionship is sa is ac o y?)
00065 Ine ec i e
sexuali y pa e n
0119 Sexual unc ioning 5248 Sexual counseling
No e: Codes and labels e ie ed om:
aNANDA In e na ional Nu sing Diagnoses: De ini ions & Classi ica ion, 2021–2023 (12 h ed.). Thieme Medical Publishe s.
bMoo head, Swanson, E, S., Johnson, M., & Maas, M. (2018). Nu sing Ou comes Classi ica ion (NOC).
cBulechek, G., Bu che , H., Doch e man, J., & Wagne , C. (2018). Nu sing In e en ions Classi ica ion (NIC).
FIGURE 3 S uc u e o he ca ing module o he TEC-MED pla o m.
Pa k & Lee, 2015; Rabelo-Sil a e al., 2017). Al hough his language is
s anda dized in e na ionally o nu sing p o essionals, he e is a digi al
di ide in i s use in he digi al ools and pla o ms implemen ed (Wes-
a e al., 2008). Howe e , scien i ic e idence highligh s he ad an ages
o i s use, highligh ing ha he in o ma ion included in his digi al pla -
o m subsequen ly allows i s coding and da a p ocessing, making i
possible o ad ance esea ch in nu sing classi ica ion sys ems (Je é,
2007). Likewise, he implemen a ion o nu sing axonomies in digi al
pla o ms could imp o e he quali y o ca e and he ca e p o ided, in
e mso quali y,gene aliza ion,andsys ema iza ionwo ldwide. On he
one hand, i alues nu sing science as a discipline based on a scien i ic
decision-makingp ocess ha unde pins he nu singp ocess(Nibbelink
&B ewe ,2018); his ansla es in o in e en ions and ou comes ha
could be iden i ied objec i ely and ha e scien i ic e idence (Tö n all
& Jansson, 2017). On he o he hand, he use o hese axonomies in
ca e pla o ms also o e s he possibili y o all nu ses o wo k unde
he same linguis ic amewo k, which can be applied and alida ed in
all he languages o he wo ld. I is no hing mo e han a ehicle o
homogenize nu sing language in any con ex and, a he same ime,
o a oid language ba ie s in nu sing p ac ice unde he same in e na-
ional nume ical codes, which main ain he same meanings a ound he
wo ld.
Focusing on he popula ion ha conce ns us in his s udy, he olde
people, a digi al di ide is obse ed due o he lack o digi al li e acy
and/o lack o access o echnological means o economic easons ha
hinde communica ion among use s–ca egi e s–p o essionals digi-
ally. In his sense, he TEC-MED p ojec has also ca ied ou speci ic
wo kshops o ain olde people in echnology o imp o e accessibili y
20473095, 0, Downloaded om h ps://onlinelib a y.wiley.com/doi/10.1111/2047-3095.12493 by Readcube (Lab i a Inc.), Wiley Online Lib a y on [10/02/2025]. See he Te ms and Condi ions (h ps://onlinelib a y.wiley.com/ e ms-and-condi ions) on Wiley Online Lib a y o ules o use; OA a icles a e go e ned by he applicable C ea i e Commons License
DIGITAL PLATFORM & NURSING LANGUAGE 7
o people in si ua ions o social exclusion o using he compu e ools
included in he pla o m.
Following he s eng hening and use o he TEC-MED digi al pla -
o m, he digi al skills o SHW, FB, and FC ha e inc eased. In addi ion,
ollowing he COVID-19 pandemic, he e has been a digi al e o-
lu ion in he use o echnology in ca e (Abdolkhani e al., 2022;
Po cel-Gál ez e al., 2021). Mansou and Nogues (2022) e ealed ha
nu ses had p oac i e a i udes owa d new echnologies, hus imp o -
ing e iciency, sus ainabili y, communica ion, and knowledge sha ing.
Mo eo e , he TEC-MED pla o m in ol es FC h ough ac i i ies and
in e en ions ha can se e o imp o e o main ain hei heal h. This
is a no el aspec because, a e he p e ious esea ch, he impo -
ance o ca egi e s in hese coun ies o he Medi e anean basin was
iden i ied. The e o e, his need iden i ied du ing he execu ion o he
p ojec has been answe ed. Addi ionally, Mo eno-Cáma a e al. (2019)
iden i ied his need in amily ca e o people wi h demen ia in he
Medi e anean.
Fu he mo e, he TEC-MED p ojec will con ibu e o educing he
ma ginaliza ion o olde people and imp o ing he quali y o social and
heal h se ices p o ided o hem. Fu he mo e, by de eloping a com-
mon model suppo ed by so wa e applica ions, he p ojec can help
es ablish a e e ence model o social assis ance in he Medi e anean
egion (Po cel e al., 2019). Mo eo e , gi en ha he “o icial language”
in mos coun ies a ound he wo ld is English (59 coun ies), ollowed
by F ench (29 coun ies), A abic (27 coun ies), and Spanish (20 coun-
ies), 2 billion people could bene i om he use o his ca e pla o m
(Ramí ez, 2018).
CONCLUSIONS, LIMITATIONS, AND FUTURE
DIRECTIONS
C ea ing a digi al pla o m ha uses nu sing languages as he p i-
ma y communica ion and implemen a ion ool o imp o e he ca e
p o ided o olde people, dependen s, and hose a isk o social
exclusion in coun ies o he Medi e anean basin is a pionee ing
miles one.
In addi ion, he ca e module o he TEC-MED pla o m has been
de eloped in English, F ench, Spanish, I alian, G eek, and A abic,
including NANDA, NOC, and NIC labels. This achie emen gi es he
TEC-MED pla o m a e y high alue as a ool o he global dissemina-
ion o nu sing axonomies, acili a ing hei use, and aking ad an age
o he ise o eHeal h sys ems and pla o ms applied o he heal hca e
con ex wi h sha ed nu sing knowledge and decision suppo .
Despi e his, i is no exemp om limi a ions such as he impossibil-
i y o using he ool o line wi hou he need o an in e ne connec ion.
I could also be made mo e iendly, wi h a mo e in ui i e o ma and
easy access, and wi h a mobile module o acili a e he SHW–FB–FC
in e ac ion.
The TEC-MED digi al ca e pla o m is being es ed wi h he a ge
popula ion in a pilo phase in he six Medi e anean coun ies in ol ed
in he p ojec . I is expec ed ha 36 SHW and 28.200 use s, FB and
FC, will pa icipa e in he pilo s udy phase, and quan i a i e and qual-
i a i e indica o s will be assessed o alida e he pla o m. Finally,
hese da a will also allow he implemen a ion o c oss-cul u al alida-
ion p ocedu es, oge he wi h he au ho s o he di e en axonomies
o diagnos ic labels, in e en ions, and ou comes in A abic and G eek
languages.
AUTHOR CONTRIBUTIONS
Ana-Ma ía Po cel Gál ez, José-Manuel Rome o-Sánchez, Regina
Allande-Cussó, Ma ia-Giulia Cos anzo-Tala ico, Elena Fe nández-
Ga cía, Fabio D’Agos ino and Ma a Lima-Se ano concep ualized
and d a ed he manusc ip . Ana-Ma ía Po cel Gál ez, José-Manuel
Rome o-Sánchez, Regina Allande-Cussó, Ma ia-Giulia Cos anzo-
Tala ico,Ma a Lima-Se ano,Fabio D’Agos ino,Ma ía-Dolo esMa eos
Ga cía, and Me cedes Bueno-Fe án conduc ed he da a analysis o
he s udy. Ana-Ma ía Po cel Gál ez, José-Manuel Rome o-Sánchez,
Ma a Lima-Se ano, Regina Allande-Cussó, Elena Fe nández-Ga cía,
and Fabio D’Agos ino designed and c i ically e iewed he documen .
All au ho s ead and app o ed he inal e sion submi ed.
ACKNOWLEDGMENTS
The au ho s hank he pa icipan s and expe s om all coun ies o
hei suppo . Special hanks o he publishe Thieme o g an ing pe -
mission o he use o he nu sing diagnoses p oposed by NANDA
In e na ional and o he eam o edi o s o he NOC and NIC ax-
onomies, as well as o he publishe Else ie o g an ing pe mission o
he use o bo h axonomies. Funding p o ided by he TEC-MED P ojec
(A_A.3.2_0376) esea ch p ojec o he ENI CBC 2014-2020.
CONFLICT OF INTEREST STATEMENT
The au ho s decla e no con lic s o in e es .
DATA AVAILABILITY STATEMENT
The da a unde lying his a icle a e a ailable on eques om he
au ho s.
ETHICS STATEMENT
This s udy did no in ol e human pa icipan s and he e o e did no
equi e E hics Commi ee app o al.
ORCID
Ana-Ma ía Po cel Gál ez PhD h ps://o cid.o g/0000-0001-8461-
6379
Ma a Lima-Se ano PhD h ps://o cid.o g/0000-0003-3909-2718
Regina Allande-Cussó PhD h ps://o cid.o g/0000-0001-8325-0838
Ma ia-Giulia Cos anzo-Tala ico Doc o al S uden h ps://o cid.o g/
0000-0001-8783-8460
Ma ía-Dolo es Ma eos Ga cía PhD h ps://o cid.o g/0000-0001-
7646-9532
Me cedes Bueno-Fe án PhD h ps://o cid.o g/0000-0002-0119-
165X
Elena Fe nández-Ga cía PhD h ps://o cid.o g/0000-0002-7922-
2663
FabioD’Agos inoPhD h ps://o cid.o g/0000-0002-4641-604X
20473095, 0, Downloaded om h ps://onlinelib a y.wiley.com/doi/10.1111/2047-3095.12493 by Readcube (Lab i a Inc.), Wiley Online Lib a y on [10/02/2025]. See he Te ms and Condi ions (h ps://onlinelib a y.wiley.com/ e ms-and-condi ions) on Wiley Online Lib a y o ules o use; OA a icles a e go e ned by he applicable C ea i e Commons License
8PORCEL GÁLVEZ ET AL.
José-Manuel Rome o-Sánchez PhD h ps://o cid.o g/0000-0001-
8227-9161
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