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sus ainabili y
A icle
E alua ion o an Asse i eness T aining based on he Social
Lea ning Theo y o Occupa ional Heal h, Sa e y and
En i onmen P ac i ione s
F ancisco J. Can e o-Sánchez , JoséM. León-Rubio , Raquel Vázquez-Mo ejón and JoséM. León-Pé ez *
Ci a ion: Can e o-Sánchez, F.J.;
León-Rubio, J.M.; Vázquez-Mo ejón,
R.; León-Pé ez, J.M. E alua ion o an
Asse i eness T aining based on he
Social Lea ning Theo y o
Occupa ional Heal h, Sa e y and
En i onmen P ac i ione s.
Sus ainabili y 2021,13, 11504. h ps://
doi.o g/10.3390/su132011504
Academic Edi o : Hyo-sun Jung
Recei ed: 20 Augus 2021
Accep ed: 14 Oc obe 2021
Published: 18 Oc obe 2021
Publishe ’s No e: MDPI s ays neu al
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Copy igh : © 2021 by he au ho s.
Licensee MDPI, Basel, Swi ze land.
This a icle is an open access a icle
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A ibu ion (CC BY) license (h ps://
c ea i ecommons.o g/licenses/by/
4.0/).
Cá mides Resea ch G oup, Depa men o Social Psychology, Uni e sidad de Se illa, 41018 Se illa, Spain;
[email p o ec ed] (F.J.C.-S.); [email p o ec ed] (J.M.L.-R.); [email p o ec ed] (R.V.-M.)
*Co espondence: leonpe [email p o ec ed]; Tel.: +34-955420075
Abs ac :
Asse i eness is a undamen al ype o beha io o he c ea ion and main enance o
posi i e ela ionships a wo k and he acili a ion o eam unc ioning. The e o e, he p omo ion o
asse i eness con ibu es o imp o ing wo k pe o mance, p e en ing ha assmen a wo k, acili a ing
he adop ion o sa e beha io s and making c i ical decisions in e ms o occupa ional heal h and sa e y.
Howe e , ew s udies ha e e alua ed he e ec i eness o asse i e aining o ain occupa ional
heal h, sa e y and en i onmen (OHSE) echnicians o acili a e hei wo k as agen s o change in he
a i udes and beha io s o o he wo ke s. The e o e, an asse i e aining was ca ied ou o inc ease
asse i eness and dec ease social anxie y in his ype o p o essional. The aining e ec i eness was
e alua ed ollowing a p e es –pos es g oup design. The esul s om bo h a pilo s udy in a sample
o 328 unde g adua e s uden s and a s udy in a sample o 155 OHSE echnicians indica ed ha he
aining was e ec i e in achie ing bo h objec i es. Mo eo e , Cohen’s d s a is ics sugges ha he
e ec size was in e media e. These esul s a e discussed wi h espec o hei ole in con ibu ing o
occupa ional heal h sa e y and en i onmen p ac ices as well as o he o ganiza ions’ sus ainabili y.
Keywo ds:
asse i eness aining; social anxie y; occupa ional heal h and sa e y; sus ainabili y;
social skills
1. In oduc ion
Social skills and asse i eness aining can con ibu e o one o he mos s imula ing
challenges ha he Eu opean Commission (EC) has o ace on i s way o achie ing he
Uni ed Na ions Sus ainable De elopmen Goals o 2030: ensu ing a socially jus ansi ion
o a sus ainable economy [1].
To mee his challenge, he EC p io i izes social in es men , one o he uses o which
is an in es men in human capi al unde he slogan “p epa e a he han epai ”; in o he
wo ds, o p e en he consequences o he new social isks a ising om he pos -indus ial
socie y, which can be summa ized as a lack o income and se ices [
2
]. Indeed, p eca ious
employmen , long- e m unemploymen , and he impossibili y o balancing wo k and
amily a e sou ces o po e y and social exclusion [
3
–
5
], so i is necessa y o ac be o e his
happens; be o e people become ulne able, i is necessa y o in es in he de elopmen o
hei skills and he e icien use o hem, so ha hey can cope wi h ma ke ans o ma ions
and ha e be e oppo uni ies o pa icipa e in socie y and he labo ma ke [6].
In his ega d, in May 2018, he Council o he Eu opean Union e ised he 2006
Recommenda ion on key compe ences o li elong lea ning, in ending o “iden i y and
de ine he key compe ences necessa y o employabili y, pe sonal ul ilmen and heal h,
ac i e and esponsible ci izenship and social inclusion” [
7
] (p. 7) and p o ing a Eu opean
e e ence amewo k o suppo e o s aimed a os e ing he de elopmen o compe ences
om a li elong lea ning pe spec i e.
This e e ence amewo k es ablished eigh key compe ences. Social skills and as-
se i eness aining play a pi o al ole in lea ning and de eloping such compe ences
Sus ainabili y 2021,13, 11504. h ps://doi.o g/10.3390/su132011504 h ps://www.mdpi.com/jou nal/sus ainabili y
Sus ainabili y 2021,13, 11504 2 o 14
because hey equi e basic social skills such as in e pe sonal communica ion skills, eam-
wo k, p oblem-sol ing, o planning and o ganiza ion [
8
]. In o ganiza ional con ex s,
hese key compe ences a e acqui ed h ough aining. Indeed, he a ailabili y o a skilled
wo k o ce is c ucial in he Eu opean social and economic model.
Employee aining has innume able ad an ages, bo h pe sonal and social. On he
one hand, i con ibu es o hei well-being in e ms o heal h, li e sa is ac ion, and sel -
con idence, inc easing hei chances o emaining and p og essing in employmen , as
well as be e adjus ing o changes in he labo ma ke , i necessa y [
9
]. On he o he
hand, aining is an incen i e i sel , and employee mo i a ion con ibu es o gene a ing a
good wo king en i onmen [
10
] and close commi men s o he objec i es o he business
o ganiza ion o which hey wo k [
11
], so ha companies and socie y in gene al also bene i .
F om his pe spec i e, he aim is o s eng hen key ac o s in o de o con on new
social isks and con ibu e o he sus ainabili y o he wel a e s a e. Among hese ac o s,
wo s and ou : (a) inc easing p oduc i i y and e iciency in many a eas h ough aining,
ans e o esea ch esul s and he applica ion o new echnologies, and (b) c ea ing
esponsible companies om a social and en i onmen al pe spec i e.
Based on he idea ha asse i e messages a e mo e pe suasi e in p omo ing heal hy
and sus ainable beha io s, his s udy aims o e alua e he e ec i eness o asse i eness
aining o occupa ional heal h, sa e y and en i onmen (OHSE) p o essionals, who a e
agen s o change in he a i udes and beha io s o o he wo ke s [
12
]. In doing so, we
ollow Albe Bandu a’s Social Lea ning Theo y [
13
,
14
], whose undamen al p emises a e
ha people lea n new beha io s h ough he obse a ion o socially ele an models and,
wi h he p ac ice o hese new beha io s, hey de elop sel -e icacy o con idence in hei
abili y o achie e he in ended esul s.
OHSE P o essionals: Linking Asse i eness and Sus ainable Beha io s
Asse i eness is de ined as he skill o s and up o you in e es s in a posi i e way,
by espec ing o he s’ igh s and pe spec i es. The e o e, i is no su p ising ha being
asse i e has been ela ed o job pe o mance in o ganiza ional se ings, mainly because
asse i eness is a c i ical skill in he c ea ion and main enance o posi i e in e pe sonal
ela ionships a wo k and e ec i e eam unc ioning [15–17].
In ha sense, asse i eness aining has an ex ensi e backg ound and his o y, pa icu-
la ly since he g oundb eaking wo k o Wolpe [
18
]. E idence sugges s ha asse i eness
aining, which is he co e o any aining in social skills, is s ill p esen nowadays due o
i s e ec i eness in se e al se ings, om he apy and he ea men o se e e men al illness
such as schizoph enia [
19
] o educa ion and he imp o emen o social ela ions and he
p e en ion o bullying [20,21].
In o ganiza ional con ex s, asse i eness aining is also a powe ul ool o p omo e
eam unc ioning and p e en communica ion e o s ha may ha e a al consequences o
pa ien s’ o cus ome s’ sa e y in bo h heal hca e and a ia ion indus ies [
22
–
24
]. Indeed,
so skills aining has been associa ed wi h wo k pe o mance a ed by supe iso s [
25
]
and can con ibu e o he de elopmen o social co po a e esponsibili y [26].
Howe e , he e is a lack o s udies assessing asse i eness, communica ion, and social
skills aining in he ield o occupa ional heal h, sa e y and en i onmen (OHSE), a ield
o special ele ance o o ganiza ions’ sus ainabili y gi en ha : (1) OHSE p ac i ione s
pe o m a key ole o con ince o he employees o adop heal hie and mo e sus ainable
beha io s. Indeed, hei ins uc ions a e undamen al o making wo ke s unde s and and
align wi h o ganiza ional goals and a oid po en ial con lic s and ambigui y in he wo k o ce
when o ganiza ions y o p omo e en i onmen al and sus ainable ou comes [
12
,
27
]; and
(2) asse i eness, om a communica ion poin o iew, plays a key ole o pe suade
people and he e o e is a undamen al social skill o leade s and manage s, pa icula ly
when hey need o con ince, mo i a e and engage ollowe s o do ce ain job asks and
adop mo e sus ainable beha io s [
17
,
28
,
29
]. Fu he mo e, a ecen s udy has shown ha
posi i e language, when exp essed asse i ely, is pe cei ed as encou aging op imism
Sus ainabili y 2021,13, 11504 3 o 14
and sel -e icacy, which acili a es he p omo ion o heal hie , sa e , and mo e sus ainable
beha io s [25,30].
The e o e, connec ing he li e a u e on asse i eness and social skills aining a wo k
wi h he e idence o asse i e messages being mo e pe suasi e o p omo e heal hy and
sus ainable beha io s, his s udy assesses he e ec i eness o an asse i eness aining
o OHSE p ac i ione s, who a e agen s o change in he a i udes and beha io s o o he
wo ke s. Ou esul s may ha e in e es ing implica ions o achie ing he o ganiza ion’s
sus ainabili y goals. In assessing he e ec i eness o ou aining, we es whe he OHSE
p ac i ione s epo being mo e asse i e and expe iencing lowe le els o anxie y in social
in e ac ions a e he aining, which can be syn hesized in he ollowing hypo heses:
Hypo hesis 1 (H1).
A e he aining, pa icipan s will epo a signi ican imp o emen in hei
asse i eness sco es.
Hypo hesis 2 (H2).
A e he aining, pa icipan s will epo a signi ican imp o emen in hei
social anxie y sco es.
2. Ma e ials and Me hods
As his s udy epo s he esul s o a aining aimed a imp o ing asse i eness, we i s
explain he a ionale and con en o he aining; hen, we desc ibe he ins umen s (scales)
used o e alua e he e ec i eness o he aining; and inally, we desc ibe he p ocedu e
and pa icipan s en olled in bo h he pilo s udy and he main s udy. We conduc ed a
one-g oup p e–pos aining design in bo h cases (pilo and main s udies).
2.1. T aining Ra ionale and Con en
We conduc ed an asse i eness aining ha consis ed o 4 sessions o 2 h each and
a one-hou ollow-up session (9 h in o al). We i s es ed ou aining in a pilo s udy
wi h unde g adua e s uden s o check ha all planned sessions and exe cises we e well
unde s ood, ob ain some eedback abou po en ial ailu es and de elop ou esea ch p o-
ocol among aine s. Then, he aining was implemen ed in ou a ge sample: OHSE
p o essionals. In conduc ing he aining, we ollowed he p inciples o he Social Lea ning
Theo y [
13
,
14
], and he e o e, each session comp ised he ollowing s eps: (1) Ins uc ions—
In his i s s ep, he ins uc ions we e communica ed and explained o pa icipan s, and
he aine o e ed some examples and esol ed doub s when necessa y; (2) Modeling—
A e ins uc ions, a ole model success ully execu ing he echniques o be p ac iced was
p o ided o pa icipan s. We c ea ed some ideos o suppo ou aining ac i i ies and
p o ided di e en ole models ( o example, o di e en ia ing asse i eness om o he
communica ion s yles: h ps:// .us.es/es ilos-de-comunicacion-in e pe sonal-en e is a-
de-seleccionde-pe sonal-i; accessed on 10 Oc obe 2021); (3) P ac ice—Pa icipan s pe -
o med ole-play ac i i ies p e iously p epa ed by he au ho s. The main aim o his
s ep was o apply in a p ac ical way wha was lea ned in he p e ious s eps (ins uc ions
and modeling). Mos o hese ac i i ies we e coope a i e in na u e and equi ed being
pe o med in small subg oups o h ee o ou membe s; (4) Feedback—This s ep is c ucial
o le pa icipan s know i hey a e achie ing he in ended ou comes (i.e., imp o ing hei
le el o asse i eness). Feedback was gi en o he ainees o pa icipan s, ocusing bo h
on pa icipan s’ s eng hs when pe o ming ole-playing ac i i ies and hei weaknesses
and elemen s ha need o be imp o ed; and (5) Gene aliza ion—This s ep was no ca ied
ou wi hin he class oom, and i consis ed o applying he con en o he aining and he
lea ned echniques o he pa icipan s’ job asks.
In each session, pa icipan s lea ned speci ic opics and echniques [
8
,
31
–
33
]. In he
i s session, he p e-in e en ion da a collec ion was ca ied ou (al hough mos pa ici-
pan s illed ou he ques ionnai es some days be o e when hey ecei ed an email explaining
he s udy and asking o hei w i en in o med consen ). Then, aine s o e ed he heo e -
ical a ionale o he aining and explained wha asse i eness is and why i is an e ec i e
Sus ainabili y 2021,13, 11504 4 o 14
communica ion s yle. Finally, ollowing he s eps men ioned abo e, pa icipan s conduc ed
wo ac i i ies: di e en ia ing communica ion s yles (i.e., asse i eness e sus passi e and
agg essi e s yles) and applying such s yles o se e al communica ion expe iences ha hey
ha e aced in hei jobs; and communica ing asse i ely by ollowing h ee key s eps o be
asse i e: lis en ac i ely and wi h empa hy, exp ess you needs and opinions and exp ess
you desi ed ou comes.
The second session ocused on he p ac ice o asse i e communica ion and how o
asse i ely e use a eques (asse i e opposi ion o how o say ‘no’) h ough echniques
such as empa hic asse ion (i.e., y o unde s and ano he pe son’s eelings, needs, o
in e es s) o he b oken eco d echnique (i.e., epea he same message in di e en ways
as o en as necessa y, in a calm elaxed manne ). Then, he hi d session e ol ed a ound
he abili y o ace and ecei e c i icism and asse i ely eques beha io change. In his
hi d session, we included ac i i ies and echniques such as posi i e/nega i e inqui y (i.e.,
a way o deal wi h posi i e eedback o nega i e exchanges, espec i ely), o mula ing
iable al e na i es, o asse ion o nega i e eelings (i.e., ying o con ol nega i e eelings
owa ds ano he pe son o si ua ion).
In he ou h session, pa icipan s p ac iced how o deal wi h complex and agg essi e
si ua ions h ough echniques such as posi i e inne dialogues (i.e., o change nega i e
p edisposi ion in o a mo e posi i e one ha helps you con on a si ua ion), o ogging
(i.e., ag eeing wi h some s a emen s o he pe son who is being agg essi e o is ying o
manipula e you, bu main aining he in eg i y and you poin o iew). In his inal session,
he p e ious s eps we e also summa ized and b ie ly e iewed.
Finally, he e was a ollow-up session one week la e o check whe he pa icipan s
had e icien ly used wha hey lea ned in class in hei ac ual jobs. A he beginning o his
session, pos -in e en ion da a we e collec ed, and hen pa icipan s discussed in he g oup
po en ial limi a ions and ba ie s in ex apola ing he in-class knowledge o hei jobs, and
hey sha ed hei own expe iences abou how o o e come such limi a ions and ba ie s.
2.2. Ins umen s and Measu es
We measu ed he ollowing a iables bo h be o e (p e) and a e (pos ) he aining:
Social anxie y o le el o discom o and dis ess in social in e ac ions was measu ed
wi h he Asse ion In en o y [
34
]. This in en o y is a 40-i em sel - epo scale ha pe mi s
pa icipan s o epo he deg ee o discom o ha hey expe ience in he social si ua ions
desc ibed in each i em (e.g., “Tu n down a eques o a mee ing o da e”; “Ask o
cons uc i e c i icism”). Responses ollow a Like scale anging om 1 (none) o 5 ( e y
much). The in en o y o e s a o al sco e anging om 40 o 200, whe e highe sco es
ep esen a highe deg ee o discom o in social si ua ions (i.e., highe social anxie y). The
eliabili y o he scale acco ding o he C onbach’s alpha (
α
anging om 0.92 o 0.94) was
adequa e in bo h samples.
Asse i e esponse was also measu ed wi h he Asse ion In en o y [
34
] in which
esponden s s a e he p obabili y ha hey would engage in an asse i e beha io in he
gi en social si ua ions (e.g., “Discuss openly wi h he pe son his/he c i icism o you
beha io ”; “Exp ess an opinion ha di e s om ha o he pe son”). In his case, he
in en o y ollows a Like -scale anging om 1 (always do i ) o 5 (ne e do i ), and
he e o e, he o al sco e anges om 40 o 200, whe e highe sco es ep esen a lowe
p obabili y o displaying an asse i e beha io in social si ua ions (i.e., lowe asse i eness
o asse i e esponse). The eliabili y o he scale acco ding o he C onbach’s alpha (
α
anging om 0.86 o 0.92) was adequa e in bo h samples.
O e all asse i eness. We complemen ed he measu e o asse i eness wi h he Gene al
Asse i eness Scale [
35
]. This sel - epo ed scale consis s o 20 i ems in a Like scale
anging om 1 ( e y o en) o 4 (almos ne e ) whe e esponden s no e o each i em how
o en hey beha e asse i ely (e.g., “When I need some hing, I ask o i di ec ly and wi h
ankness”; “I someone ea s me wi h con emp o condescension, I de end mysel ankly
wi hou eso ing o agg essi eness”). The scale p o ides a o al sco e ( om 20 o 80), whe e
Sus ainabili y 2021,13, 11504 5 o 14
highe sco es ep esen lowe o e all asse i eness. The eliabili y o he scale acco ding o
he C onbach’s alpha (α anging om 0.76 o 0.83) was adequa e in bo h samples.
All analyses we e pe o med using IBM SPSS® e sion 26.
2.3. Pa icipan s and P ocedu e
The p ocedu e o bo h he pilo and he main s udy was he same. Pa icipa ion was
olun a y and w i en in o med consen was equi ed acco ding o he e hical p inciples o
he Spanish Associa ion o Psychology. In line wi h he Eu opean gene al da a p o ec ion
egula ion (GDPR), pa icipan s’ names and emails we e associa ed wi h a code in a
da ase . When hei esponses o p e- and pos - aining es s we e ma ched wi h such code,
he da ase con aining hei names and emails was dele ed. In ha sense, o encou age
pa icipa ion and main ain anonymi y and con iden iali y, no o he pe sonal da a we e
asked excep hei sex.
Da a we e collec ed in 2019 in wo con enience samples. Rega ding he pilo s udy,
pa icipan s we e i s -yea s uden s en olled in he cou se ‘Social Psychology’ in he School
o Psychology a he Uni e si y o Se ille. In o al, 328 s uden s ag eed o pa icipa e (76%
women). These s uden s we e g ouped in o 2 main g oups, each one wi h a aine (A and
B), and hen subdi ided in o se e al small g oups anging be ween 15 and 25 s uden s
o implemen ing he aining, which was conduc ed as pa o hei in-class ac i i ies
du ing h ee consecu i e weeks. In his pilo s udy, he aining was comp essed in o h ee
sessions o wo hou s each (6 h in o al). A e emo ing in alid esponses and ma ching
p e and pos aining measu es, we ob ained 254 alid esponses (149 comple ed he social
anxie y and asse i e esponses scales, and 249 on he o e all asse i eness scale).
The pa icipan s in he main s udy we e 155 Occupa ional Heal h, Sa e y and En i-
onmen p ac i ione s (OHSE) ha ecei ed he aining as pa o a capaci a ion p og am
o e ed by hei p o essional associa ion. Pa icipan s we e di ided in o i e g oups ang-
ing om 30 o 40 membe s each (50.4% women). In his s udy, he e we e h ee aine s
( he same wo om he p e ious s udy and ano he one: A, B, and C). The aining was
conduc ed du ing i e consecu i e weeks in an ou -o -wo k schedule (e enings om 7.00 o
9.00 pm). A e ma ching p e- and pos - aining measu es, we ob ained 143 alid esponses
(all scales comple ed).
3. Resul s
This sec ion is di ided o desc ibe he esul s o bo h he pilo s udy and he main s udy.
In bo h s udies, we i s checked he assump ions o no mali y and a iance homogenei y
among g oups. Mo eo e , we es ed o di e ences in main a iables depending on
pa icipan s’ sex (0 = men s. 1 = women) and aine (A s. B s. C), and we calcula ed
desc ip i e s a is ics and bi a ia e co ela ions be ween he main a iables. Finally, we
es ed he hypo heses.
3.1. Resul s o he Pilo S udy
We pe o med a Kolmogo o –Smi no es , and he esul s e ealed ha ou a iables
o social anxie y and asse i e esponse we e no mally dis ibu ed. Howe e , he sco es in
he a iable o o e all asse i eness we e non-no mally dis ibu ed (K-S = 0.07, p< 0.01).
Rega ding homogenei y, Le ene’s es e ealed ha ou a iables me he assump ion o
equal a iance (all p alues highe han 0.05). In addi ion, one- ac o ANOVA analyses
showed signi ican di e ences in he p e- aining measu es by he aine , bu no by sex.
In ha sense, pa icipan s in aine A’s g oup epo ed highe sco es o social anxie y
(
M = 111.43
; SD = 18.34) han hei colleagues in aine B’s g oup (M = 100.11; SD = 23.28;
F(1,147) = 6.93, p< 0.01). Table 1p esen s desc ip i e s a is ics and bi a ia e co ela ions o
ou main a iables.
Sus ainabili y 2021,13, 11504 6 o 14
Table 1.
Means, s anda d de ia ions, and bi a ia e co ela ions among he main a iables o he s udy (n= 149 o social
anxie y and asse i e esponse; 259 o o e all asse i eness).
Va iable Mean SD 1 2 3 4 5 6
1. Sex a0.24 - -
2. Social anxie y p e 102.77 22.68 −0.11 -
3. Asse i e esponse p e b108.61 18.95 0.01 0.65 ** -
4. O e all asse i eness p e b37.17 6.46 −0.09 0.58 ** 0.52 ** -
5. Social anxie y pos 88.45 21.74 −0.12 0.63 ** 0.40 ** 0.41 ** -
6. Asse i e esponse pos b101.31 20.02 −0.05 0.38 ** 0.52 ** 0.39 ** 0.57 ** -
7. O e all asse i eness pos
b34.09 7.00 −0.09 0.41 ** 0.37 ** 0.67 ** 0.56 ** 0.58 **
No e: ape cen age o men (24%); bhighe sco es ep esen lowe asse i eness; ** p< 0.01.
In e alua ing hese esul s all oge he , we op ed o es ing he hypo heses wi h
bo h pa ame ic (pai ed-samples - es s) and non-pa ame ic es s (Wilcoxon). Ou esul s
showed ha pa icipan s signi ican ly educed hei social anxie y (Mdi = 14.32;
SD = 19.18
;
95% CI (11.22; 17.43); (148) = 9.12, p< 0.01) and inc eased hei asse i e esponses
(
Mdi = 7.30
;SD = 19.04; 95% CI (4.22; 10.38); (148) = 4.68, p< 0.01). Mo eo e , we used an
online calcula o o es ima e he e ec size in epea ed measu es designs [
36
] by aking in o
conside a ion he co ela ion be ween measu emen poin s [
37
]. The e ec size es ima e
e ealed a pooled d= 0.749 (95% CI = 0.499; 0.969) o social anxie y and a pooled d= 0.382
(95% CI = 0.164; 0.622) o asse i e esponse. These esul s sugges ha he aining was
e ec i e and had a small o in e media e e ec size.
Fu he mo e, Wilcoxon signed- ank es s e ealed ha o e all asse i eness was
inc eased a e he aining (Z= 8.42, p< 0.01; 163 nega i e anks wi h an a e age o
120.33 s. 54 posi i e anks wi h an a e age o 74.81). In his case, we ollowed F i z and
colleagues’ ecommenda ions o calcula ing e ec sizes o nonpa ame ic da a [
38
]. Thus,
a e di iding he z alue (8.42) by he squa ed oo o he numbe o obse a ions o e he
wo ime poin s (149
×
2 = 298), we ob ained an e ec size es ima e o = 0.487. In o he
wo ds, he aining had an in e media e e ec size.
The e ec size is he amoun o gain measu ed in s anda d de ia ions; howe e , o a
one-g oup wi h epea ed measu es design, how people change om one o ano he h esh-
old o unc ioning can be mo e in o ma i e o he aining’s p ac ical signi icance. In ha
sense, we used he ca ego ies sugges ed by Gamb ill and Richey [
34
]. Thus, pa icipan s
wi h sco es highe han 96 in social anxie y a e conside ed o expe ience high anxie y in
social si ua ions compa ed o low social anxie y pa icipan s, who sco e equal o o lowe
han 96. Simila ly, pa icipan s sco ing highe han 104 in asse i e esponse can be labeled
as low asse i e pa icipan s compa ed o high asse i e pa icipan s, who sco e equal o o
lowe han 104. Acco ding o such cu -o sco es, we can c ea e ou ca ego ies: asse i e
(low anxie y and high asse i e esponse), anxious asse i eness (high anxie y and high
asse i e esponse), ca eless o social si ua ions (low anxie y and low asse i eness), and
unasse i e (high anxie y and low asse i eness). As can be seen in Table 2, chi-squa e
es s showed ha he e was a change in bo h social anxie y (x
2
(1,149) = 35.24; p< 0.01)
and asse i e esponse (x
2
(1,149) = 38.21; p< 0.01) sco es a e he aining: 27.5% o he
pa icipan s mo ed om he high anxie y o he low anxie y ca ego y, sugges ing ha he
aining had a posi i e e ec on hem. On he o he hand, 2.7% o he pa icipan s mo ed
on he o he way, om low o high anxie y, sugges ing he aining had a nega i e e ec
on hem. Mos o he pa icipan s (69.8%) emained in he same ca ego y a e aining.
Simila ly, 24.2% mo ed om low o high asse i eness a e aining ( s. 3.7% om high o
low, and 72% emained equal). Fu he mo e, he chi-squa e es e ealed ha pa icipan s
changed in hei asse i eness ca ego ies a e he aining (x
2
(9,149) = 88.22; p< 0.01): 23.5%
o he pa icipan s imp o ed hei asse i eness le el compa ed o 4% ha diminished
hei asse i eness le el and 72.5% ha main ained he same asse i eness le el a e he
aining (see Table 3).
Sus ainabili y 2021,13, 11504 7 o 14
Table 2. Con ingency able on social anxie y and asse i e esponse o e ime (n= 161).
Va iable Social Anxie y Pos Asse i e Response Pos
Low High (To al) Low High (To al)
Social anxie y
p e//Asse i e
esponse p e
Low 56
(37.6%)
4
(2.7%)
60
(40.3%)
56
(37.6%)
35
(23.5%)
91
(61.1%)
High 41
(27.5%)
48
(32.2%)
89
(59.7%)
6
(4%)
52
(34.9%)
58
(38.9%)
(To al) 97
(65.1%)
52
(34.9%)
149
(100%)
62
(41.6%)
87
(58.4%)
149
(100%)
Table 3.
Con ingency ables on asse i eness ca ego ies acco ding o he Asse ion In en o y (n= 161) and he Gene al
Asse i eness Scale (n= 279).
Asse ion In en o y Ca ego ies Pos -T aining
Asse i e Anxious Ca eless Unasse i e (To al)
P e- aining
Asse i e 36
(24.2%)
2
(1.3%)
2
(1.3%)
1
(0.7%)
41
(27.5%)
Anxious
Asse i eness
6
(4%)
8
(5.4%)
1
(0.7%)
2
(1.3%)
17
(11.4%)
Ca eless 6
(4%)
0
(0%)
12
(8.1%)
1
(0.7%)
19
(12.8%)
Unasse i e 20
(13.4%)
9
(6%)
14
(9.4%)
29
(19.5%)
72
(48.3%)
(To al) 68
(45.6%)
19
(12.8%)
29
(19.5%)
33
(22.1%)
149
(100%)
Gene al Asse i enes Ca ego ies Pos - aining
High High-Mode a e Mode a e Low (To al)
P e- aining
High Asse i eness 4
(1.6%)
0
(0%)
0
(0%)
0
(0%)
4
(1.6%)
High-Mode a e
Asse i eness
16
(6.4%)
73
(29.3%)
12
(4.8%)
0
(0%)
101
(40.6%)
Mode a e
Asse i eness
4
(1.6%)
50
(20.1%)
79
(31.7%)
4
(1.6%)
137
(55%)
Low Asse i eness 0
(0%)
0
(0%)
4
(1.6%)
3
(1.2%)
7
(2.8%)
(To al) 24
(9.6%)
123
(49.4%)
95
(38.2%)
7
(2.8%)
249
(100%)
In a simila ein, o e all asse i eness sco es can be ansla ed in o ou ca ego ies [
35
]:
20–25 = high asse i eness; 25–35 = high-mode a e asse i eness; 35–50 = mode a e as-
se i eness; 50–80 = low asse i eness. Acco dingly, ou esul s indica e ha pa icipan s
changed in hei asse i eness ca ego ies a e he aining (x
2
(9,249) = 142.78; p< 0.01):
36.8% o he pa icipan s mo ed o a highe le el o asse i eness ca ego y, 6% mo ed o a
lowe ca ego y and 57.2% emained in he same ca ego y a e aining (see Table 3).
3.2. Resul s o he Main S udy
Fi s , we assessed he no mali y and a iance homogenei y assump ions o con-
duc ing pa ame ic es s. In his sample, he esul s o he Kolmogo o –Smi no es
indica ed ha he sco es o social anxie y we e non-no mally dis ibu ed (K-S es = 0.11
o p e- aining measu e, p< 0.001; and K-S es = 0.08 o pos - aining measu e, p< 0.05).
Sus ainabili y 2021,13, 11504 8 o 14
Howe e , Le ene’s es e ealed ha ou a iables me he assump ion o equal a iance
o homogenei y (all p alues highe han 0.05). Taking hese esul s oge he , we op ed o
es ing he hypo heses wi h bo h pa ame ic (pai ed-samples - es s) and non-pa ame ic
es s (Wilcoxon signed- ank es s).
In addi ion, one- ac o ANOVA analyses showed no signi ican di e ences in he
p e- aining measu es nei he by sex no by he aine . Means, s anda d de ia ions, and
bi a ia e co ela ions among he main a iables o he s udy a e p esen ed in Table 4.
Table 4. Means, s anda d de ia ions, and bi a ia e co ela ions among he main a iables o he s udy (n= 143).
Va iable Mean SD 1 2 3 4 5 6
1. Sex a0.496 - -
2. Social anxie y p e 97.19 23.36 −0.07 -
3. Asse i e esponse p e b109.41 16.14 −0.03 0.32 ** -
4. O e all asse i eness p e b36.87 6.92 −0.09 0.40 ** 0.32 ** -
5. Social anxie y pos 82.50 20.09 −0.09 0.60 ** 0.30 ** 0.21 * -
6. Asse i e esponse pos b98.01 19.81 −0.01 0.34 ** 0.65 ** 0.19 * 0.55 ** -
7. O e all asse i eness pos
b32.60 6.15 −0.16 0.35 ** 0.25 ** 0.58 ** 0.40 ** 0.33 **
No e: ape cen age o men (49.6%); bhighe sco es ep esen lowe asse i eness; * p< 0.05; ** p< 0.01.
Rega ding he e ec i eness, Wilcoxon signed- ank es s e ealed ha social anxie y
was educed a e he aining (Z= 7.95, p< 0.01; 111 nega i e anks wi h an a e age o 72.99
s. 23 posi i e anks wi h an a e age o 41.01). In addi ion, esul s om pai ed-samples
- es s showed ha pa icipan s signi ican ly inc eased bo h hei asse i e esponses
(
Mdi = 11.41
; SD = 15.31; 95% CI (8.87; 13.93); (1,142) = 8.91, p< 0.01) and hei o e all
asse i eness (Mdi = 4.26; SD = 6.01; 95% CI (3.27; 5.26); (1,142) = 8.49, p< 0.01) a e he
aining. These esul s sugges ha he aining was e ec i e (see Figu es 1and 2).
Sus ainabili y 2021, 13, x FOR PEER REVIEW 8 o 14
0.01): 36.8% o he pa icipan s mo ed o a highe le el o asse i eness ca ego y, 6%
mo ed o a lowe ca ego y and 57.2% emained in he same ca ego y a e aining (see
Table 3).
3.2. Resul s o he Main S udy
Fi s , we assessed he no mali y and a iance homogenei y assump ions o conduc -
ing pa ame ic es s. In his sample, he esul s o he Kolmogo o −Smi no es indica ed
ha he sco es o social anxie y we e non-no mally dis ibu ed (K-S es = 0.11 o p e-
aining measu e, p < 0.001; and K-S es = 0.08 o pos - aining measu e, p < 0.05). How-
e e , Le ene’s es e ealed ha ou a iables me he assump ion o equal a iance o
homogenei y (all p alues highe han 0.05). Taking hese esul s oge he , we op ed o
es ing he hypo heses wi h bo h pa ame ic (pai ed-samples - es s) and non-pa ame ic
es s (Wilcoxon signed- ank es s).
In addi ion, one- ac o ANOVA analyses showed no signi ican di e ences in he
p e- aining measu es nei he by sex no by he aine . Means, s anda d de ia ions, and
bi a ia e co ela ions among he main a iables o he s udy a e p esen ed in Table 4.
Table 4. Means, s anda d de ia ions, and bi a ia e co ela ions among he main a iables o he s udy (n = 143).
Va iable Mean SD 1 2 3 4 5 6
1. Sex a 0.496 - -
2. Social anxie y p e 97.19 23.36 −0.07 -
3. Asse i e esponse p e b 109.41 16.14 −0.03 0.32 ** -
4. O e all asse i eness p e b 36.87 6.92 −0.09 0.40 ** 0.32 ** -
5. Social anxie y pos 82.50 20.09 −0.09 0.60 ** 0.30 ** 0.21 * -
6. Asse i e esponse pos b 98.01 19.81 −0.01 0.34 ** 0.65 ** 0.19 * 0.55 ** -
7. O e all asse i eness pos b 32.60 6.15 −0.16 0.35 ** 0.25 ** 0.58 ** 0.40 ** 0.33 **
No e: a pe cen age o men (49.6%); b highe sco es ep esen lowe asse i eness; * p < 0.05; ** p < 0.01.
Rega ding he e ec i eness, Wilcoxon signed- ank es s e ealed ha social anxie y
was educed a e he aining (Z = 7.95, p < 0.01; 111 nega i e anks wi h an a e age o
72.99 s. 23 posi i e anks wi h an a e age o 41.01). In addi ion, esul s om pai ed-sam-
ples - es s showed ha pa icipan s signi ican ly inc eased bo h hei asse i e esponses
(Mdi = 11.41; SD = 15.31; 95% CI (8.87; 13.93); (1,142) = 8.91, p < 0.01) and hei o e all
asse i eness (Mdi = 4.26; SD = 6.01; 95% CI (3.27; 5.26); (1,142) = 8.49, p < 0.01) a e he
aining. These esul s sugges ha he aining was e ec i e (see Figu es 1 and 2).
Figu e 1. Sco es in social anxie y and asse i e esponse be o e and a e he aining.
We used an online calcula o o es ima e he e ec size [
36
]. In he case o pa ame ic
es s, he e ec size es ima e in epea ed measu es design was used [
37
], which e ealed
a pooled d= 0.754 (95% CI = 0.602; 1.086) o asse i e esponses, and a pooled d= 0.712
(95% CI = 0.435; 0.912) o o e all asse i eness. On he o he hand, we ollowed F i z and
colleagues’ ecommenda ions o calcula ing e ec sizes o nonpa ame ic da a [
38
]. Thus,
a e di iding he z alue (7.95) by he squa ed oo o he numbe o obse a ions o e he
wo ime poin s (143
×
2 = 286), we ob ained an e ec size es ima e o = 0.47. In o he
wo ds, he aining had a mode a e o in e media e e ec size.
Sus ainabili y 2021,13, 11504 9 o 14
Sus ainabili y 2021, 13, x FOR PEER REVIEW 9 o 14
Figu e 1. Sco es in social anxie y and asse i e esponse be o e and a e he aining.
Figu e 2. Sco es in o e all asse i eness be o e and a e he aining.
We used an online calcula o o es ima e he e ec size [36]. In he case o pa ame ic
es s, he e ec size es ima e in epea ed measu es design was used [37], which e ealed
a pooled d = 0.754 (95% CI = 0.602; 1.086) o asse i e esponses, and a pooled d = 0.712
(95% CI = 0.435; 0.912) o o e all asse i eness. On he o he hand, we ollowed F i z and
colleagues’ ecommenda ions o calcula ing e ec sizes o nonpa ame ic da a [38].
Thus, a e di iding he z alue (7.95) by he squa ed oo o he numbe o obse a ions
o e he wo ime poin s (143 x 2 = 286), we ob ained an e ec size es ima e o = 0.47. In
o he wo ds, he aining had a mode a e o in e media e e ec size.
Finally, acco ding o he ca ego ies sugges ed by he au ho s o he scales, we con-
duc ed chi-squa e es s and concluded ha he e was a change in social anxie y (x2(1,142)
= 19.77; p < 0.01) and asse i e esponse (x2(1,142) = 17.82; p < 0.01): 28% o he pa icipan s
mo ed om he high anxie y o he low anxie y ca ego y, sugges ing ha he aining had
a posi i e e ec on hem (see Table 5). On he o he hand, 4.2% o he pa icipan s mo ed
on he o he way, om low o high anxie y, sugges ing he aining had a nega i e e ec
on hem. Mos o he pa icipan s (67.8%) emained in he same ca ego y a e aining.
Simila ly, 34.3% mo ed om low o high asse i eness a e aining ( s. 4.2% om high
o low, and 61.6% emained equal). Fu he mo e, he chi-squa e es e ealed ha pa ic-
ipan s changed in hei asse i eness ca ego ies a e he aining (x2(9,143) = 50.93; p <
0.01): 50.4% o he pa icipan s imp o ed hei asse i eness le el compa ed o 6.3% ha
diminished hei asse i eness le el, and 57.9% ha main ained he same asse i eness
le el a e he aining (see Table 6). In a simila ein, pa icipan s changed in hei o e all
asse i eness ca ego ies a e he aining (x2(9,143) = 43.16; p < 0.01): 37.1% o he pa ici-
pan s mo ed o a highe le el o asse i eness ca ego y, 4.9% mo ed o a lowe ca ego y
and 58% emained in he same ca ego y a e aining (see Table 6).
Table 5. Con ingency able on social anxie y and asse i e esponse o e ime (n = 143).
Va iable Social Anxie y Pos Asse i e Response Pos
Low High (To al) Low High (To al)
Social anxie y p e//Asse i e esponse
p e
Low 72
(50.3%)
6
(4.2%)
78
(54.5%)
45
(31.5%)
49
(34.3%)
94
(65.7%)
High 40
(28%)
25
(17.5%)
65
(45.5%)
6
(4.2%)
43
(30.1%)
49
(34.3%)
(To al) 112 31 143 51 92 143
Figu e 2. Sco es in o e all asse i eness be o e and a e he aining.
Finally, acco ding o he ca ego ies sugges ed by he au ho s o he scales, we conduc ed
chi-squa e es s and concluded ha he e was a change in social anxie y (
x2(1,142) = 19.77
;
p< 0.01
) and asse i e esponse (x
2
(1,142) = 17.82; p< 0.01): 28% o he pa icipan s mo ed
om he high anxie y o he low anxie y ca ego y, sugges ing ha he aining had a
posi i e e ec on hem (see Table 5). On he o he hand, 4.2% o he pa icipan s mo ed
on he o he way, om low o high anxie y, sugges ing he aining had a nega i e e ec
on hem. Mos o he pa icipan s (67.8%) emained in he same ca ego y a e aining.
Simila ly, 34.3% mo ed om low o high asse i eness a e aining ( s. 4.2% om high o
low, and 61.6% emained equal). Fu he mo e, he chi-squa e es e ealed ha pa icipan s
changed in hei asse i eness ca ego ies a e he aining (x
2
(9,143) = 50.93; p< 0.01): 50.4%
o he pa icipan s imp o ed hei asse i eness le el compa ed o 6.3% ha diminished
hei asse i eness le el, and 57.9% ha main ained he same asse i eness le el a e he
aining (see Table 6). In a simila ein, pa icipan s changed in hei o e all asse i eness
ca ego ies a e he aining (x
2
(9,143) = 43.16; p< 0.01): 37.1% o he pa icipan s mo ed o
a highe le el o asse i eness ca ego y, 4.9% mo ed o a lowe ca ego y and 58% emained
in he same ca ego y a e aining (see Table 6).
Table 5. Con ingency able on social anxie y and asse i e esponse o e ime (n= 143).
Va iable Social Anxie y Pos Asse i e Response Pos
Low High (To al) Low High (To al)
Social anxie y
p e//Asse i e
esponse p e
Low 72
(50.3%)
6
(4.2%)
78
(54.5%)
45
(31.5%)
49
(34.3%)
94
(65.7%)
High 40
(28%)
25
(17.5%)
65
(45.5%)
6
(4.2%)
43
(30.1%)
49
(34.3%)
(To al) 112
(78.3%)
31
(21.7%)
143
(100%)
51
(35.7%)
92
(64.3%)
143
(100%)