Emotional management (EM) is a crucial skill for achieving relevant biopsychosocial goals, and there has been an increased demand for the effective measurement of EM ability. The current study aimed to explore the psychometric properties of the Portuguese version of the brief Situational Test of Emotional Management (STEM-B) using the item response theory in a sample of 899 participants. The global fit indicated the model had a good adjustment, with most items aligning vertically across the logit scale and presenting an adequate range of item difficulty and fit. Differential item functioning analysis showed no differences in difficulty between genders, but some items differed according to the education level and age-groups. Overall, findings suggest the STEM-B is a psychometrically sound measure for specific testing of EM skills that has the potential to be used across cultures and fields.
AldaoA.Nolen-HoeksemaS.SchweizerS. (2010). Emotion-regulation strategies across psychopathology: A meta-analytic review. Clinical Psychology Review, 30(2), 217-237. doi:10.1016/j.cpr.2009.11.004
2.
AllenV. D.RahmanN.WeissmanA.MacCannC.LewisC.RobertsR. D. (2014). The situational test of emotional management-brief (STEM-B): Development and validation using item response theory and latent class analysis. Personality and Individual Differences, 81, 195-200. doi:10.1016/j.paid.2015.01.053
3.
AllenV. D.WeissmanA.HellwigS.MacCannC.RobertsR. D. (2014). Development of the situational test of emotional understanding-brief (STEU-B) using item response theory. Personality and Individual Differences, 65, 3-7. doi:10.1016/j.paid.2014.01.051
4.
American Educational Research Association, American Psychological Association, National Council on Measurement in Education, & Joint Committee on Standards for Educational and Psychological Testing (U.S.). (2014). Standards for educational and psychological testing. Washington, DC: American Educational Research Association.
5.
Anguiano-CarrascoC.MacCannC.GeigerM.SeybertJ. M.RobertsR. D. (2015). Development of a forced-choice measure of typical-performance emotional intelligence. Journal of Psychoeducational Assessment, 33(1), 83-97. doi:10.1177/0734282914550387
6.
AustinE. J. (2010). Measurement of ability emotional intelligence: Results for two new tests. British Journal of Psychology, 101(3), 563-578. doi:10.1348/000712609X474370
7.
BakerF. B. (2001). The basics of item response theory. Washington, DC: ERIC Clearinghouse on Assessment and Evaluation.
8.
Bar-OnR. (2006). The Bar-On model of emotional-social intelligence (ESI). Psicothema, 18(suppl.1), 13-25.
9.
BarchardK. A.HakstianA. R. (2004). The nature and measurement of emotional intelligence abilities: Basic dimensions and their relationships with other cognitive ability and personality variables. Educational and Psychological Measurement, 64(3), 437-462. doi:10.1177/0013164403261762
10.
BeatonD. E.BombardierC.GuilleminF.FerrazM. B. (2000). Guidelines for the process of cross-cultural adaptation of self-report measures. Spine, 25(24), 3186-3191. doi:10.1097/00007632-200012150-00014
11.
BooneW. J. (2016). Rasch analysis for instrument development: Why, when, and how?CBE—Life Sciences Education, 15(4), 1-7. 10.1187/cbe.16-04-0148
12.
BooneW. J.StaverJ. R.YaleM. S. (2014). Rasch analysis in the human sciences. Dordrecht: Springer.
13.
BrüneM. (2001). Social cognition and psychopathology in an evolutionary perspective. Psychopathology, 34(2), 85-94. doi:10.1159/000049286
14.
ChernissC. (2004). Emotional intelligence. In SpielbergerC. D. (Ed.), Encyclopedia of applied psychology (pp. 315-319). London: Elsevier.
15.
ConteJ. M. (2005). A review and critique of emotional intelligence measures. Journal of Organizational Behavior, 26(4), 433-440. doi:10.1002/job.319
16.
CortinaJ. M. (1993). What is coefficient alpha? An examination of theory and applications. Journal of Applied Psychology, 78(1), 98-104. doi:10.1037/0021-9010.78.1.98
17.
da MottaC.Barreto CarvalhoC.CastilhoP. (2016a). Situational test for emotional management–brief(Portuguese version, Unpublished instrument).
18.
da MottaC.Barreto CarvalhoC.CastilhoP. (2016b). Situational test for emotional understanding–brief(Portuguese Version, Unpublished instrument).
19.
da MottaC.CastilhoP.PatoM. T.Barreto CarvalhoC. (2020). Rasch model analysis of the situational test of emotional understanding–brief in a large Portuguese sample. Current Psychology. doi:10.1007/s12144-020-00862-6
20.
DavisS. K.HumphreyN. (2012). The influence of emotional intelligence (EI) on coping and mental health in adolescence: Divergent roles for trait and ability EI. Journal of Adolescence, 35(5), 1369-1379. doi:10.1016/j.adolescence.2012.05.007
21.
Dixon-GordonK. L.BerneckerS. L.ChristensenK. (2015). Recent innovations in the field of interpersonal emotion regulation. Current Opinion in Psychology, 3, 36-42. doi:10.1016/j.copsyc.2015.02.001
22.
FanH.JacksonT.YangX.TangW.ZhangJ. (2010). The factor structure of the Mayer-Salovey-Caruso emotional intelligence test V 2.0 (MSCEIT): A meta-analytic structural equation modeling approach. Personality and Individual Differences, 48(7), 781-785. doi:10.1016/j.paid.2010.02.004
23.
GrangerC. (2008). Rasch analysis is important to understand and use for measurement. Rasch Measurement Transactions, 21(3), 11. https://www.rasch.org/rmt/rmt213d.htm
24.
GratzK. L.RoemerL. (2004). Multidimensional assessment of emotion regulation and dysregulation: Development, factor structure, and initial validation of the difficulties in emotion regulation scale. Journal of Psychopathology and Behavioral Assessment, 26(1), 41-54. doi:10.1023/B:JOBA.0000007455.08539.94
25.
HambletonR. K.MerendaP. F.SpielbergerC. D. (2004). Adapting educational and psychological tests for cross-cultural assessment. London: Lawrence Erlbaum.
26.
HusinW. N. I. W.SantosA.RamosH. M.NordinM. S. (2013). The place of emotional intelligence in the ‘intelligence’ taxonomy: Crystallized intelligence or fluid intelligence factor?Procedia-Social and Behavioral Sciences, 97, 214-223. doi:10.1016/j.sbspro.2013.10.225
27.
KaufmanA. S.KaufmanJ. C. (2001). Emotional intelligence as an aspect of general intelligence: What would david wechsler say?Emotion, 1(3), 258-264. doi:10.1037/1528-3542.1.3.258
28.
KellyE. J.KaminskienėN. (2016). Importance of emotional intelligence in negotiation and mediation. International Comparative Jurisprudence, 2(1), 55-60. doi:10.1016/J.ICJ.2016.07.001
29.
LewisP.SimonsG.FennigC. (2016). Summary by language size. In LewisP.SimonsG.FennigC. (Eds.), Ethnologue: Languages of the world (19th ed.). Dallas, TX: SIL International. http://www.ethnologue.com/statistics/size
30.
LibbrechtN.LievensF. (2012). Validity evidence for the situational judgment test paradigm in emotional intelligence measurement. International Journal of Psychology, 47(6), 438-447. doi:10.1080/00207594.2012.682063
LinacreJ. M.WrightB. D. (1994). (Dichotomous mean-square) Chi-square fit statistics. Rasch Measurement Transactions, 8(2), 360. https://www.rasch.org/rmt/rmt82a.htm
33.
MacCannC.JosephD. L.NewmanD. A.RobertsR. D. (2014). Emotional intelligence is a second-stratum factor of intelligence: Evidence from hierarchical and bifactor models. Emotion, 14(2), 358-374. doi:10.1037/a0034755
34.
MacCannC.RobertsR. D. (2008). New paradigms for assessing emotional intelligence: theory and data. Emotion, 8(4), 540-551. doi:10.1037/a0012746
35.
MartinaM.DenisaM.MarianaS. (2015). Emotional intelligence of manageres. Procedia Economics and Finance, 26, 1119-1123. doi:10.1016/S2212-5671(15)00939-9
36.
MayerR. E.RobertsR. D.BarsadeS. G. (2008). Incorporating individual differences into the science of learning: Commentary on Sternberg et al. (2008). Perspectives on Psychological Science, 3, 507-508. doi:10.1146/annurev.psych.59.103006.093646
37.
MayerJ. D.SaloveyP.CarusoD. (2000). Models of emotional intelligence. In SternbergR. J. (Ed.), Handbook of intelligence (pp. 396-420). New York: Cambridge.
38.
MayerJ. D.SaloveyP.CarusoD. R. (2004). Emotional intelligence: Theory, findings, and implications. Psychological Inquiry, 15(3), 197-215. doi:10.1207/s15327965pli1503_02
39.
MestreJ. M.MacCannC.GuilR.RobertsR. D. (2016). Models of cognitive ability and emotion can better inform contemporary emotional intelligence frameworks. Emotion Review, 8(4), 322-330. doi:10.1177/1754073916650497
40.
PardellerS.Frajo-AporB.KemmlerG.HoferA. (2017). Emotional intelligence and cognitive abilities-associations and sex differences. Psychology, Health & Medicine, 22(8), 1001-1010. doi:10.1080/13548506.2016.1255766
41.
PetridesK. V. (2013). Ability and Trait Emotional Intelligence. In Chamorro‐PremuzicT.von StummS.FurnhamA. (Eds.), The Wiley-Blackwell handbook of individual differences (pp. 656-678). Wiley-Blackwell.
42.
PowerM.DalgleishT. (2007). Cognition and emotion: From order to disorder. In PowerM.DalgleishT. (Eds.), (2nd ed.). London: Psychology Press.
43.
PrietoG.VelascoA. D. (2006). Visualização espacial, raciocínio indutivo e rendimento acadêmico em desenho técnico. Psicologia Escolar e Educacional, 10(1), 11-20. doi:10.1590/S1413-85572006000100002
44.
RaîcheG. (2005). Critical eigenvalue sizes (variances) in standardized residual principal components analysis. Rasch Measurement Transactions, 19(1), 1012. http://www.rasch.org/rmt/rmt191h.htm
45.
RaschG. (1961). Probabilistic models for some intelligence and attainment tests. Information and Control, 4(4), 382. doi:10.1016/S0019-9958(61)80061-2
46.
RobertsR. D.SchulzeR.MacCannC. (2008). The measurement of emotional intelligence: A decade of progress? In BoyleG.SaklofskeD. H. (Eds.), The SAGE handbook of personality theory and assessment: Volume 2—personality measurement and testing (pp. 461-482). London: SAGE Publications Ltd. doi:10.4135/9781849200479.n22
47.
RobertsR. D.ZeidnerM.MatthewsG. (2001a). Does emotional intelligence meet traditional standards for an intelligence? Some new data and conclusions. Emotion, 1(3), 196-231. doi:10.1037/1528-3542.1.3.196
48.
RobertsR. D.ZeidnerM.MatthewsG. (2001b). Slow down, you move too fast: Emotional intelligence remains an “elusive” intelligence. Emotion, 1(3), 265-275. doi:10.1037//1528-3542.1.3.265
49.
RosemanI. (2001). A model of appraisal in the emotion system: Integrating theory, research, and applications. In SchererK. R.SchorrA.JohnstoneT. (Eds.), Appraisal processes in emotion: Theory, methods, research (pp. 68-91). Oxford, England: Oxford University Press.
50.
SharmaD. (2017). Impact of age on emotional intelligence and its components. International Journal of Research and Innovation in Social Science, 1(1), 13-20.
51.
SousaV. D.RojjanasriratW. (2011). Translation, adaptation and validation of instruments or scales for use in cross-cultural health care research: A clear and user-friendly guideline. Journal of Evaluation in Clinical Practice, 17(2), 268-274. doi:10.1111/j.1365-2753.2010.01434.x
52.
TamirM.FordB. Q. (2012). When feeling bad is expected to be good: Emotion regulation and outcome expectancies in social conflicts. Emotion, 12(4), 807-816. doi:10.1037/a0024443
53.
TanŞ. (2009). Misuses of KR-20 and Cronbach’s alpha reliability coefficients. Education and Science, 34(152), 101-112.
54.
Van OverwalleF. (2009). Social cognition and the brain: A meta-analysis. Human Brain Mapping, 30(3), 829-858. doi:10.1002/hbm.20547
55.
WrightB. (1997). Fundamental measurement for outcome evaluation. Physical Medicine and Rehabilitation: State of the Art Reviews., 11(2), 261-288. https://www.rasch.org/memo66.htm
ZhangL.CaoT.WangY. (2018). The mediation role of leadership styles in integrated project collaboration: An emotional intelligence perspective. International Journal of Project Management, 36(2), 317-330. doi:10.1016/j.ijproman.2017.08.014
58.
ZwickR.ThayerD. T.LewisC. (1999). An empirical bayes approach to mantel-haenszel DIF analysis. Journal of Educational Measurement, 36(1), 1-28. doi:10.1111/j.1745-3984.1999.tb00543.x
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