Construcción y validación del Repositorio de Expresiones Faciales Emocionales Colombianas

Design and validation of the Colombian Repository of Emotional Facial Expressions

Sofía Zapata-Orozco , José Zapata-González , Carlos Gantiva , Paola Suárez-Pico , Mauricio Barrera-Valencia

Suma Psicológica, (2020), 27(2), pp. 142-149.

Recibido el 9 de diciembre de 2019
Aceptado el 14 de septiembre de 2020

doi: https://doi.org/10.14349/sumapsi.2020.v27.n2.8

Resumen

Los rasgos fenotípicos afectan la respuesta hacia los rostros emocionales. En Colombia, no se ha construido y validado un banco de imágenes de rostros emocionales. El objetivo del presente estudio fue construir y validar un banco de fotografías de rostros emocionales colombianos (alegría, ira, tristeza, miedo, asco, sorpresa y expresión neutral/descanso), a través de una metodología similar a la utilizada en el diseño de otros bancos de expresiones emocionales. El estudio se llevó a cabo con 80 participantes (43 mujeres), a los cuales se les presentó cada una de las 70 expresiones emocionales del Repositorio de Expresiones Faciales Emocionales Colombianas (REFEC). A partir de estudios previos en este campo se tomaron como índices de validez el porcentaje de acierto y el coeficiente de kappa de Fleiss (grado de concordancia entre evaluadores). Además, se midió el tiempo de reacción como índice de demanda cognitiva para el reconocimiento de la expresión emocional. Los resultados muestran un porcentaje de acierto superior al de otros bancos de estímulos de expresiones emocionales y un índice de concordancia bueno/excelente (similar al de otros instrumentos). En conjunto, los resultados sugieren que el REFEC es un banco de imágenes de expresiones faciales emocionales válido para su uso en población colombiana.


Palabras clave:
Rostros, emociones, reconocimiento emocional, validación, Colombia

Abstract

Phenotypic traits affect the response to emotional faces. In Colombia, an image bank of emotional faces has not been built and validated. The objective of this study was to build and validate a bank of photographs of Colombian emotional faces (joy, anger, sadness, fear, disgust, surprise and neutral expression/rest), through a methodology similar to that used in the design of other banks of emotional expressions. The study was carried out with 80 participants (43 women), to whom each of the 70 emotional expressions of the Repository of Colombian Emotional Facial Expressions (REFEC) was presented. From previous studies in this field, the percentage of correctness and the Fleiss kappa coefficient (degree of agreement between evaluators) were taken as validity indices. Additionally, reaction time was measured as an index of cognitive demand for the recognition of emotional expression. The results show a percentage of correctness higher than that of other stimulus banks of emotional expressions and a good / excellent concordance index (similar to that of other instruments). Together, the results suggest that REFEC is a valid image bank of emotional facial expressions for use in the Colombian population.


Keywords:
Faces, emotions, emotional recognition, validation, Colombia

Artículo Completo
Bibliografía

Almanasreh, E., Moles, R., & Chen, T. F. (2019). Evaluation of methods used for estimating content validity. Research in Social and Administrative Pharmacy, 15(2), 214-221. https://doi.org/ 10.1016/j.sapharm.2018.03.066

Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M., & Pollak, S. D. (2019). Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements. Psychological Science in the Public Interest20(1), 1-68. https://doi.org/10.1177/1529100619832930

Biehl, M., Matsumoto, D., Ekman, P., Hearn, V., Heider, K., Kudoh, T., & Ton, V. (1997). Matsumoto and Ekman’s Japanese and Caucasian Facial Expressions of Emotion (JACFEE): Reliability data and cross-national differences. Journal of Nonverbal Behavior, 21(1), 3-21. https://doi.org/10.1023/A:1024902500935

Bland, J. M., & Altman, D. G. (1995). Multiple significance tests: the Bonferroni method. BMJ, 310(6973), 170. https://doi.org/10.1136/bmj.310.6973.170

Chen, C., & Jack, R. E. (2017). Discovering cultural differences (and similarities) in facial expressions of emotion. Current Opinion in Psychology, 17, 61–66. https://doi.org/10.1016/j.copsyc.2017.06.010

Dodich, A., Cerami, C., Canessa, N., Crespi, C., Marcone, A., Arpone, M., … & Cappa, S. F. (2014). Emotion recognition from facial expressions: a normative study of the Ekman 60-Faces Test in the Italian population. Neurological Sciences, 35(7), 1015-1021. https://doi.org/10.1007/s10072-014-1631-x

Ekman, P. (1993a). Facial expression and emotion. American Psychologist, 48(4), 384-392. https://doi.org/10.1037/0003-066X.48.4.384

Ekman, P. (1993b). Pictures of facial affect (POFA). Oakland, CA: Author. Recuperado de www.paulekman.com

Ekman, P., & Cordaro, D. (2011). What is meant by calling emotions basic. Emotion Review, 3(4), 364–370. https://doi.org/10.1177/1754073911410740

Ekman, P., & Friesen, W. V. (1971). Constants across cultures in the face and emotion. Journal of Personality and Social Psychology, 17(2), 124-129. https://doi.org/10.1037/h0030377

Ellemers, N. (2018). Gender stereotypes. Annual Review of Psychology, 69, 275-298. https://doi.org/10.1146/annurev-psych-122216-011719

Fleiss, J. L. (1981). Statistical methods for rates and proportions. Nueva York: John Wiley and Sons.

Gantiva, C., Barrera-Valencia, M., Cadavid-Ruiz, N., Calderón-Delgado, L., Gelves-Ospina, M., Herrera, E., … & Suárez-Pico, P. (2019). Induction of Affective States with Pictures: Second Colombian Validation of the International Affective Pictures System (IAPS). Revista Latinoamericana de Psicología, 51(2), 176-195. https://doi.org/10.14349/rlp.2019.v51.n2.5

Gantiva, C., Sotaquirá, M., Araujo, A., & Cuervo, P. (2020). Cortical processing of human and emoji faces: an ERP analysis. Behaviour & Information Technology, 39(8), 935-943. https://doi.org/ 10.1080/0144929X.2019.1632933

Goeleven, E., De Raedt, R., Leyman, L., & Verschuere, B. (2008). The Karolinska directed emotional faces: a validation study. Cognition and Emotion, 22(6), 1094-1118. https://doi.org/10.1080/02699930701626582

Hedger, N., Adams, W & Garner, M. (2015). Hedger, N., Adams, W. J., & Garner, M. (2015). Fearful faces have a sensory advantage in the competition for awareness. Journal of Experimental Psychology: Human Perception and Performance, 41(6), 1748-1757.  https://doi.org/10.1037/xhp0000127

Jack, R. E., Garrod, O. G., & Schyns, P. G. (2014). Dynamic facial expressions of emotion transmit an evolving hierarchy of signals over time. Current Biology, 24(2), 187-192.  https://doi.org/ 10.1016/j.cub.2013.11.064

Jeanneret, G., Oña, A., Rego, P., Vaiman, M., & Pereno, G. (2015). Estudio bibliométrico de publicaciones científicas que utilizan pruebas de reconocimiento de emociones faciales. Anales de Psicología, 31(1), 324-337. https://doi.org/10.6018/analesps.31.1.158121

Lundqvist, D., Flykt, A., & Öhman, A. (1998). The Karolinska directed emotional faces (KDEF). CD ROM from Department of Clinical Neuroscience, Psychology Section, Karolinska Institutet, 91, 630.

Ma, D.S., Correll, J., & Wittenbrink, B. (2015). The Chicago face database: A free stimulus set of faces and norming data. Behavior Research Methods, 47(4), 1122-1135. https://doi.org/10.3758/s13428-014-0532-5

Matsumoto, D., & Ekman, P. (1988). Japanese and Caucasian facial expressions of emotion (JACFEE) [Slides]. San Francisco, CA: Intercultural and Emotion Research Laboratory, Department of Psychology, San Francisco State University.

Narambuena, L., Vaiman, M., & Pereno, G. L. (2016). Reconocimiento de emociones faciales en adultos mayores de la ciudad de Córdoba. Psykhe, 25(1), 1-13. https://doi.org/10.7764/psykhe.25.1.791

Polit, D. F., Beck, C. T., & Owen, S. V. (2007). Is the CVI an acceptable indicator of content validity? Appraisal and recommendations. Research in Nursing & Health, 30(4), 459-467. https://doi.org/10.1002/nur.20199

Peirce, J. W. (2009). Generating stimuli for neuroscience using PsychoPy. Frontiers in Neuroinformatics, 2, 10. https://doi.org/10.3389/neuro.11.010.2008

Quintero, C., García, J., Muñoz, C., Rangel, A., Palacio, C., Ospina-Duque, J., & Rodríguez-Losada, J. (2015). Sensibilidad en el reconocimiento de emociones faciales como endofenotipo de esquizofrenia. Revista Colombiana de Psicología, 24(1), 113–127. https://doi.org/10.15446/rcp.v24n1.41738

Sharma, U., Desikachari, B. R., & Sarma, S. (2019). Content validity of the newly developed risk assessment tool for religious mass gathering events in an Indian setting (Mass Gathering Risk Assessment Tool-MGRAT). Journal of Family Medicine and Primary Care, 8(7), 2207–2211. https://doi.org/10.4103/jfmpc.jfmpc_380_19

Suárez-Pico, P., Bonelo-Cuellar, G., & Utria, O. (2019). Diseño de un software para estimulación del componente socioemocional en niños con trastornos del espectro autista. Psychologia, 13(1), 111-124. https://doi.org/10.21500/19002386.4080

Torrado, D., Ornar, E., Prada, S., Edward, L., & Santos, A., (2012). Análisis psicométrico del Cuestionario de Reconocimiento de Emociones Faciales (CREF): indicadores en población colombiana. Pensamiento Psicológico10(2), 103-112.

Tottenham N., Tanaka, J., Leon, A., McCarry, T., Nurse M., & Nelson, C. (2009). The NimStim set of facial expressions: Judgments from untrained research participants. Psychiatry Research, 168, 242-249. https://doi.org/10.1016/j.psychres.2008.05.006

Wells, L. J., Gillespie, S. M., & Rotshtein, P. (2016). Identification of emotional facial expressions: Effects of expression, intensity, and sex on eye gaze. PloS One, 11(12), e0168307. https://doi.org/10.1371/journal.pone.0168307

Whittle, S., Simmons, J. G., & Allen, N. B. (2017). Emotion and Gender-Specific Neural Processing in Men and Women. En M. J. Legato (Ed.), Principles of Gender-Specific Medicine (pp. 183-201). Academic Press. https://doi.org/10.1016/b978-0-12-803506-1.00013-9

Wilks, C. R., Morland, L. A., Dillon, K. H., Mackintosh, M. A., Blakey, S. M., Wagner, H. R., & Elbogen, E. B. (2019). Anger, social support, and suicide risk in US military veterans. Journal of Psychiatric Research, 109, 139-144. https://doi.org/10.1016/j.jpsychires.2018.11.026

World Medical Association Declaration of Helsinki (2000). JAMA, the Journal of the American Medical Association, 284, 3043–3045. https://doi.org/10.1001/jama.284.23.3043

Young, A., Perrett, D., Calder, A., Sprengelmeyer, R., & Ekman, P. (2002). Facial expressions of Emotion – Stimuli and Tests (FEEST). Bury St. Edmunds, England: Thames Valley Test.

PDF
EPUB
0 comentarios

Dejar un comentario

¿Quieres unirte a la conversación?
Siéntete libre de contribuir

Deja una respuesta