The well-fit for the FET model: Understanding training transfer factors in Spain

Authors

Abstract

Learning transfer evaluation is a necessary process for practitioners to assess the effectiveness of training, and the outcomes of training produces in workers’ behaviors. In this paper, we explore an alternative way to evaluate transfer: through the study of transfer facilitators and barriers. Our aim is to validate the Factors to Evaluate Transfer (FET) model in a large sample of Spanish employees using confirmatory factor analysis. We applied the Spanish version of the FET scale to a sample of 2,745 Spanish workers of public service institutions and private companies. The results show a seven-factor model as the best choice according to the adjustment indices presented in the paper. We obtained a shorter version of the instrument, with adequate construct validity as well as good reliability and internal consistency. This model is a step forward in the measurement of indirect transfer and allows keeping working on the FET model to diagnosis transfer factors and increase the probabilities of higher learning transfer levels.

Keywords

transfer factors, learning transfer, transfer evaluation, confirmatory factor analysis

References

ALLIGER, G. M., TANNENBAUM, S. I., BENNETT JR., W, TRAVER, H., & SCHOTLAND, A. (1997). A meta-analysis of the relations among training criteria. Personnel Psychology, 50(2), 341-358. http://dx.doi.org/10.1111/j.1744-6570.1997.tb00911.x

AXTELL, C. M., MAITLIS, S., & YEARTA, S. K. (1997). Predicting immediate and longer-term transfer. Personnel Review, 26(3), 201-213. http://dx.doi.org/10.1108/00483489710161413

BALDWIN, T. T., & FORD, J. K. (1988). Transfer of training: A review and directions for future research. Personnel Psychology, 41(1), 63-105. http://dx.doi.org/10.1111/j.1744-6570.1988.tb00632.x

BANDURA, A. (1977). Self-efficacy: Towards a unifying theory of behavioral change. Psychological Review, 84(2), 191-215. http://dx.doi.org/10.1037//0033-295X.84.2.191

BRINKERHOFF, R. O., & MONTESINO, M. U. (1995). Partnerships for training transfer: Lessons from a corporate study. Human Resource Development Quarterly, 6(3), 263-274. http://dx.doi.org/10.1002/hrdq.3920060305

BOURNE, M. J., SMELTZER, S. C., & KELLY, M. M. (2021). Clinical teacher self-efficacy: A concept analysis. Nurse Education in Practice, 52(103029), 1-8. https://doi.org/10.1016/j.nepr.2021.103029

BURKE, L. A., & HUTCHINS, H. M. (2007). Training transfer: An integrative literature review. Human Resource Development Review, 6, 263-296. http://dx.doi.org/10.1177/1534484307303035

BURKOLTER, D., KLUGE, A., SAUER, J., & RITZMANN, S. (2009). The predictive qualities of operator characteristics for profess control performance: The influence of personality and cognitive variables. Ergonomics, 52, 302-311. http://dx.doi.org/10.1080/00140130802376067

CHIABURU, D. S., & MARINOVA, S. V. (2005). What predicts skill transfer? An exploratory study of goal orientation, training self-efficacy, and organizational supports. International Journal of Training and Development, 9(2), 110-123. http://dx.doi.org/10.1111/j.1468-2419.2005.00225.x

COLQUITT, J. A., LEPINE, J. A., & NOE, R. A. (2000). Toward an integrative theory of training motivation: A meta-analytic path analysis of 20 years of research. Journal of Applied Psychology, 85(5), 678-707. http://dx.doi.org/10.1037//0021-9010.85.5.678

DEWAYANI, J., & FERDINAND, A. (2019). Motivation to transfer, supervisor support, proactive learning, and training transfer: Testing interaction effects. International Journal of Economics and Business Administration, 7(3), 141-150. https://doi.org/10.35808/ijeba/314

FAUTH, F., & GONZÁLEZ-MARTÍNEZ, J. (2021). On the concept of learning transfer for continuous and online training: A literature review. Education Sciences, 11(133), 1-13. https://doi.org/10.3390/educsci11030133

FESTNER, D., & GRUBER, H. (2008). Conditions of work environments in fostering transfer of training (Research Report No. 36). University of Regensburg, Dept. Prof. Hans Gruber. https://doi.org/10.1163/9789087906450_015

FORD, J. K., BALDWIN, T. T., & PRASAD, J. (2018). Transfer of training: The known and the unknown. Annual Review of Organizational Psychology and Organizational Behavior, 5, 201-225. https://doi.org/10.1146/annurev-orgpsych-032117-104443

FROEHLICH, D. E., & GEGENFURTNER, A. (2019). Social support in transitioning from training to the workplace: A social network perspective. In H. FASCHING (Ed.). Beziehungen in pädagogischen arbeitsfeldern und ihren transitionen über die lebensalter (pp. 208-222). Verlag Julius Klinkhardt. Retrieved from https://bit.ly/2oYOT0o.

GAUDINE, A. P., & SAKS, A. M. (2004). A longitudinal quasi-experiment on the effects of posttraining transfer interventions. Human Resource Development Quarterly, 15(1), 57-76. http://dx.doi.org/10.1002/hrdq.1087

HANCOCK, G. R., STAPLETON, L., & MUELLER, R. O. (2018). The reviewer’s guide to quantitative methods in the social sciences (2nd ed.). London: Routledge. https://doi.org/10.4324/9781315755649

HAWLEY, J. D., & BARNARD, J. K. (2005). Work environment characteristics and implications for training transfer: A case study of the nuclear power industry. Human Resource Development International, 8(1), 65-80. http://dx.doi.org/10.1080/1367886042000338308

HOLLADAY, C. L., & QUIÑONES, M. A. (2003). Practice variability and transfer of training: The role of self-efficacy generality. Journal of Applied Psychology, 88(6), 1094-1103. http://dx.doi.org/10.1037/0021-9010.88.6.1094

HOLTON, E. F., BATES, R. A., & RUONA, W. E. A. (2000). Development of a generalized learning transfer system inventory. Human Resource Development Quarterly, 11(4), 333-360. http://dx.doi.org/10.1002/1532-1096(200024)11:4333::AID-HRDQ23.0.CO;2-P

HUA, N. G. (2013). The influence of supervisory and peer support on the transfer of training. Studies in Business & Economics, 8(3), 82-97.

HUGHES, A. M., ZAJAC, S., SPENCER, J. M., & SALAS, E. (2018). A checklist for facilitating training transfer in organizations. Journal of Training and Development, 22(4), 334-345. http://dx.doi.org/10.1111/ijtd.12141

IQBAL, K., & DASTGEER, G. (2017). Impact of self-efficacy and retention on transfer of training: The mediating role of motivation to transfer. Journal of Management Development, 36(10), 1270-1282. https://doi.org/10.1108/JMD-06-2015-0087

KIRKPATRICK, D. L. (1959). Techniques for evaluating training programs. Journal of American Society for Training and Development, 11, 1-13.

KODWANI, A. D., & PRASHAR, S. (2021). Influence of individual characteristics, training design and environmental factors on training transfer: A study using hierarchical regression. Evidence-based HRM, Vol. ahead-of-print (No. ahead-of-print). https://doi.org/10.1108/EBHRM-09-2019-0085

KONTOGHIORGHES, C. (2001). Factors affecting training effectiveness in the context of the introduction of new technology: A US case study. International Journal of Training and Development, 5, 248-260. http://dx.doi.org/10.1111/1468-2419.00137

LIM, D. H., & MORRIS, M. L. (2006). Influence of trainee characteristics, instructional satisfaction, and organizational climate on perceived learning and training transfer. Human Resource Development Quarterly, 17(1), 85-115. http://dx.doi.org/10.1002/hrdq.1162

LLORET-SEGURA, S., FERRERES-TRAVER, A., HERNÁNDEZ-BAEZA, A., & TOMÁS-MARCO, I. (2014). El análisis factorial exploratorio de los ítems: una guía práctica, revisada y actualizada [Exploratory factor analysis of items: A practical guide, revised and updated]. Anales de psicología, 30(3), 1151-1169. http://dx.doi.org/10.6018/analesps.30.3.199361

MACHIN, M. A., & FOGARTY, G. J. (2003). Perceptions of training - related factors and personal variables as predictors of transfer implementation intentions. Journal of Business and Psychology, 18(1), 51-71. http://dx.doi.org/10.1023/A:1025082920860

MARTINS, L. B., ZERBINI, T., & MEDINA, F. J. (2019). Impact of online training on behavioral transfer and job performance in a large organization. Journal of Work and Organizational Psychology, 35(1), 27-37. https://doi.org/10.5093/jwop2019a4

MORENO, M. V. (2009). Avaluació de la transferència de la formació contínua per a directius/ves de l’administració Pública de Catalunya: Creació, aplicación i anàlisi d’un model d’avaluació de la transferencia [Evaluation of the transfer of continuous training for managers of the public administration of Catalonia: Creation, application and analysis of a transfer evaluation model]. PhD thesis, Universitat Autónoma de Barcelona.

NOE, R. A., & SCHMITT, N. (1986). The influence of trainee attitudes on training effectiveness: Test of a model. Personnel Psychology, 39, 497-523. http://dx.doi.org/10.1111/j.1744-6570.1986.tb00950.x

NUNNALLY, J. C. (1978). Psychometric theory. New York: McGraw-Hill.

PAULSEN, H. F. K., & KAUFFELD, S. (2017). Linking positive affect and motivation to transfer within training: A multilevel study. International Journal of Training and Development, 21(1), 35-52. http://dx.doi.org/10.1111/ijtd.12090

PINEDA, P., & QUESADA, C. (2013). Evaluación de la transferencia de la formación continua mediante el modelo ETF de factores [Evaluation of the transfer of continuing education using the FET factors model]. Revista Iberoamericana de Educación, 61(1), 1-11. https://doi.org/10.35362/rie6111273

PINEDA, P., QUESADA, C., & CIRASO, A. (2011). Evaluating training effectiveness: Results of the FET model in the public administration in Spain. 7th International Conference on Researching Work and Learning. Shanghai: Normal University of China.

PINEDA-HERRERO, P., QUESADA-PALLARÈS, C., & CIRASO-CALÍ, A. (2014). Evaluation of training transfer factors: The FET model. In K. SCHNEIDER (Ed.). Transfer of learning in organizations (pp. 121-144). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-02093-8_8

QUESADA, C. (2010). Creating a model for evaluating the effectiveness of training in the public administration of Catalonia (Doctoral Workshop). 11th International Conference on Human Resource Development: Human Resource Development in the Era of Global Mobility. Pécs: University of Pécs.

QUESADA-PALLARÈS, C., & GEGENFURTNER, A. (2015). Toward a unified model of motivation for training transfer: A phase perspective. Zeitschrift für Erziehungswissenschaft, 18(1), 107-121. https://doi.org/10.1007/978-3-658-06616-1_7

REINHOLD, S., GEGENFURTNER, A., & LEWALTER, D. (2018). Social support and motivation to transfer as predictors of training transfer: Testing full and partial mediation using meta‐analytic structural equation modelling. International Journal of Training and Development, 22(1), 1-14. http://dx.doi.org/10.1111/ijtd.12115

ROIG, H., QUESADA-PALLARÈS, C., & PINEDA-HERRERO, P. (2019). Diseño y pilotaje del METEnf: Modelo de evaluación de los factores de transferencia de la formación de los nuevos profesionales en Enfermería [Design and piloting of the METEnf: Model for the evaluation of transfer factors in the training of new professionals in nursing. Educación Médica, 26, 1-6. https://doi.org/10.1016/j.edumed.2019.09.005

RUONA, W. E. A., LEIMBACH, M., HOLTON, E. F. III, & BATES, R. (2002). The relationship between learner utility reactions and predicted learning transfer among trainees. International Journal of Training and Development, 6(4), 218-228. http://dx.doi.org/10.1111/1468-2419.00160

SALAS, E., ROZELL, D., MULLEN, B., & DRISKELL, J. E. (1999). The effect of team building on performance: An integration. Small Group Research, 30(3), 309-329. http://dx.doi.org/10.1177/104649649903000303

SMITH-JENTSCH, K. A., SALAS, E., & BRANNICK, M. T. (2001). To transfer or not to transfer? Investigating the combined effects of trainee characteristics, team leader support, and team climate. Journal of Applied Psychology, 86(2), 279-292. https://doi.org/10.1037/0021-9010.86.2.279

TAYLOR, P., RUSS-EFT, D., & CHAN, D. (2005). The effectiveness of behavior modeling training across settings and features of study design. Journal of Applied Psychology, 90, 692-709. https://doi.org/10.1037/0021-9010.90.4.692

TEWS, M. J., & BURKE-SMALLEY, L. A. (2017). Enhancing training transfer by promoting accountability in different work contexts. In K. BROWN (Ed.). The Cambridge handbook of workplace training and employee development (pp. 201-227). Cambridge University Press. https://doi.org/10.1017/9781316091067.011

VAN DER KLINK, M., GIELEN, E., & NAUTA, C. (2001). Supervisory support as a major condition to enhance transfer. International Journal of Training and Development, 5(1), 52-63. http://dx.doi.org/10.1111/1468-2419.00121

VELADA, R., CAETANO, A., MICHEL, J. W., LYONS, B. D., & KAVANAGH, M.J. (2007). The effects of training design, individual characteristics and work environment on transfer of training. International Journal of Training and Development, 11(4), 282-294. http://dx.doi.org/10.1111/j.1468-2419.2007.00286.x

WOLFE, S. L., NORDSTROM, C. R., & WILLIAMS, K. B. (1998). The effect of enhancing self-efficacy prior to job training. Journal of Social Behavior and Personality, 13, 633-650.

XIAO, J. (1996). The relationship between organizational factors and the transfer of training in the electronics industry in Shenzchen, China. Human Resource Development Quarterly, 7, 55-73. http://dx.doi.org/10.1002/hrdq.3920070107

YAMKOVENKO, B. V., HOLTON, E. F., & BATES, R.A. (2007). The learning transfer system inventory (LTSI) in Ukraine: The cross-cultural validation of the instrument. Journal of European Industrial Training, 31(5), 377-401. https://doi.org/10.1108/03090590710756819

YARNOLD, P. R., MUESER, K. T., & LYONS, J. S. (1988). Type A behaviour, accountability, and work rate in small groups. Journal of Research in Personality, 22(3), 353-360. http://dx.doi.org/10.1016/0092-6566(88)90035-9

Author Biographies

Carla Quesada-Pallarès, Universitat Autònoma de Barcelona

Department of Applied Pedagogy, Lecturer

Serra Hunter Fellow

Mariel F. Musso, Interdisciplinary Center for Research in Mathematical and Experimental Psychology (CIIPME)National Council for Scientific and Technical Research (CONICET)

Centro Interdisciplinario de Investigaciones en Psicología Matemática y Experimental – CONICET. Argentina

Anna Ciraso-Calí, Universitat de Barcelona

Department of Methods of Research and Diagnosis in Education, Associate Faculty

Eduardo Cascallar, K.U. Leuven

Occupational & Organisational Psychology and Professional Learning, Visitant Professor

Published

2021-09-23

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