Information and communication technology (ICT) skills and job satisfaction of primary education teachers in the context of Covid-19. Theoretical model
DOI:
https://doi.org/10.3145/epi.2022.nov.17Palabras clave:
Primary education, ICT skills, ICT integration, Improvement in teaching, Job satisfaction, Gender gap, Partial least squares, Mediating effects, Moderating effects, Covid-19, Coronavirus, PandemicsResumen
The Covid-19 pandemic has shown that educational systems must have an online component or even a substitute. However, the efforts for this necessary transition fall largely on the teaching staff, who have been forced to quickly adapt their activities to a virtual environment. In this study, a theoretical model for analyzing how teachers´ information and communications technology (ICT) skills and the integration of these technologies influence the improvement of teaching and teacher job satisfaction is introduced. The model also pays special attention to the gender gap related to the use of ICT in teaching. At the empirical level, the model is validated on a sample of 257 Spanish primary school teachers, using the partial least squares (PLS) structural equation method. The results of the analysis show that, although the teachers´ ICT skills help them improve their teaching activities, such skills do not have a direct impact on teachers´ job satisfaction. However, teachers who integrate ICTs into their teaching activities not only improve their results and lighten their workload but also enjoy higher job satisfaction, which translates into more motivated and committed teachers. In addition, teachers´ ICT skills influence job satisfaction in different ways depending on gender. Although, for female teachers, the integration of ICT increases their job satisfaction, the results show that, for male teachers, this integration should generate improvements in teaching to yield enhanced job satisfaction. As the main implication, it is recommended to invest in teachers´ ICT skills, as these lead to enhanced efficiency and motivation and enable the change toward an ICT-based teaching model.
Descargas
Citas
Abtahi, Toktam; Motallebzadeh, Khalil (2016). "Iranian EFL teachers´ sense of professional identity and their computer literacy". International journal of applied linguistics and English literature, v. 5, n. 2, pp. 207-214. https://doi.org/10.7575/aiac.ijalel.v.5n.2p.207
Aguirre-Urreta, Miguel I.; Rí¶nkkí¶, Mikko (2018). "Statistical inference with PLSc using bootstrap confidence intervals". MIS quarterly, v. 42, n. 3, pp. 1001-1020. https://doi.org/10.25300/MISQ/2018/13587
Almerich, Gonzalo; Orellana, Natividad; Suárez-Rodríguez, Jesús; Díaz-García, Isabel (2016). "Teachers´ information and communication technology competences: A structural approach". Computers and education, v. 100, pp. 110-125. https://doi.org/10.1016/j.compedu.2016.05.002
Ang, James S.; Soh, Pekhooi H. (1997). "User information satisfaction, job satisfaction and computer background: An exploratory study". Information and management, v. 32, n. 5, pp. 255-266. https://doi.org/10.1016/S0378-7206(97)00030-X
Barba-Sánchez, Virginia; Arias-Antúnez, Enrique; Orozco-Barbosa, Luis (2019). "Smart cities as a source for entrepreneurial opportunities: Evidence for Spain". Technological forecasting and social change, v. 148, 119713. https://doi.org/10.1016/j.techfore.2019.119713
Barclay, Donald W.; Thompson, Ronald; Higgins, Christopher A. (1995). "The partial least squares (PLS) approach to causal modelling, personal computer adoption and use as an illustration". Technology studies, v. 2, n. 2, pp. 285-309. https://bit.ly/3U6HRzD
Bencheva, Nina; Kostadinov, Nikolay (2019). "Through STEM education and OER to attract the girls in ICT career". In: 29th annual conference of the European Association for Education in Electrical and Information Engineering, EAEEIE 2019 - proceedings, Ruse: IEEE, 5 pp. https://doi.org/10.1109/EAEEIE46886.2019.9000472
Benítez, José; Henseler, Jí¶rg; Castillo, Ana; Schuberth, Florian (2020). "How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research". Information and management, v. 57, n. 2, 103168. https://doi.org/10.1016/j.im.2019.05.003
Botella, Carmen; Rueda, Silvia; López-Iñesta, Emilia; Marzal, Paula (2019). "Gender diversity in STEM disciplines: A multiple factor problem". Entropy, v. 21, n. 1, 30. https://doi.org/10.3390/e21010030
Cai, Zhihui; Fan, Xitao; Du, Jianxia (2017). "Gender and attitudes toward technology use: A meta-analysis". Computers and education, v. 105. https://doi.org/10.1016/j.compedu.2016.11.003
Castro, María; Expósito-Casas, Eva; López-Martín, Esther; Lizasoain, Luis; Navarro-Asencio, Enrique; Gaviria, José-Luis (2015). "Parental involvement on student academic achievement: A meta-analysis". Educational research review, v. 14, pp. 33-46. https://doi.org/10.1016/j.edurev.2015.01.002
Chai, Ching-Sing; Jong, Morris; Yin, Hong-biao; Chen, Mengyuan; Zhou, Wenye (2019). "Validating and modelling teachers´ technological pedagogical content knowledge for integrative science, technology, engineering and mathematics education". Educational technology & society, v. 22, n. 3, pp. 61-73. https://www.jstor.org/stable/26896710
Cheah, Jun-Hwa; Roldán, José L.; Ciavolino, Enrico; Ting, Hiram; Ramayah, T. (2020). "Sampling weight adjustments in partial least squares structural equation modeling: guidelines and illustrations". Total quality management and business excellence, v. 32, n. 13-14, pp. 1594-1613. https://doi.org/10.1080/14783363.2020.1754125
Chin, Wynne W. (1998). "The partial least squares approach to structural equation modeling". In: Marcoulides, George A. (ed.). Modern methods for business research. Mahwah, NJ: Lawrence Erlbaum Associates, pp. 295-336. ISBN: 978 1 410604385 https://doi.org/10.4324/9781410604385
Chin, Wynne W.; Dibbern, Jens (2010). "An introduction to a permutation based procedure for multi-group pls analysis: Results of tests of differences on simulated data and a cross cultural analysis of the sourcing of information system services between Germany and the USA". In: Handbook of partial least squares. Berlin, Heidelberg: Springer, pp. 171-193. https://doi.org/10.1007/978-3-540-32827-8_8
Cohen, Jacob (1992). "Quantitative methods in psychology: A power primer". Psychological bulletin, v. 112, n. 1, pp. 155-159. https://web.mit.edu/hackl/www/lab/turkshop/readings/cohen1992.pdf
Corbel, Chris; Gruba, Paul (2004). Teaching computer literacy. Sydney: Macquarie University. ISBN: 1864087552
Edwards, Jeffrey R. (2019). "Response invalidity in empirical research: Causes, detection, and remedies". Journal of operations management, v. 65, n. 1, pp. 62-76. https://doi.org/10.1016/j.jom.2018.12.002
Falk, R. Frank; Miller, Nancy (1992). A primer for soft modeling. Ohio: University of Akron Press. ISBN: 978 0 962262845
Garmendia, Maialen; Karrera-Xuarros, Inaki; Larrañaga, Nekane; Garitaonandia, Carmelo (2021). "The role of school mediation in the development of digital skills among Spanish minors". Profesional de la información, v. 30, n. 6, e300615. https://doi.org/10.3145/epi.2021.nov.15
Gersten, Russell (2001). "Sorting out the roles of research in the improvement of practice". Learning disabilities research and practice, v. 16, n. 1, pp. 45-50. https://doi.org/10.1111/0938-8982.00005
Ghenghesh, Pauline (2013). "Job satisfaction and motivation - what makes teachers tick?". British journal of education, society & behavioural science, v. 3, n. 4, pp. 456-466. https://doi.org/10.9734/bjesbs/2013/5156
Goktas, Yuksel; Gedik, Nuray; Baydas, Ozlem (2013). "Enablers and barriers to the use of ICT in primary schools in Turkey: A comparative study of 2005-2011". Computers and education, v. 68, pp. 211-222. https://doi.org/10.1016/j.compedu.2013.05.002
González, Carlos (2012). "The relationship between approaches to teaching, approaches to e-teaching and perceptions of the teaching situation in relation to e-learning among higher education teachers". Instructional science, v. 40, n. 6, pp. 975-998. https://doi.org/10.1007/s11251-011-9198-x
Griffin, David K. (2010). "A survey of Bahamian and Jamaican teachers´ level of motivation and job satisfaction". Journal of invitational theory and practice, v. 16, pp. 57-77. https://files.eric.ed.gov/fulltext/EJ942558.pdf
Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M. (2019). "Rethinking some of the rethinking of partial least squares". European journal of marketing, v. 53, n. 4, pp. 566-584. https://doi.org/10.1108/EJM-10-2018-0665
Hall, Joan K. (2001). Methods for teaching foreign languages: Creating a community of learners in the classroom. Upper Saddle River N.J.: Merrill Prentice Hall. ISBN: 013087910X
Henseler, Jí¶rg; Ringle, Christian M.; Sarstedt, Marko (2016). "Testing measurement invariance of composites using partial least squares". International marketing review, v. 33, n. 3, pp. 405-431. https://doi.org/10.1108/IMR-09-2014-0304
Ho, Chung-Lim; Au, Wing-Tung (2006). "Measuring job satisfaction of teachers". Educational and psychological measurement, v. 66, n. 1, pp. 172-185. https://doi.org/10.1177/0013164405278573
Kennedy, Gregor E.; Judd, Terry S.; Churchward, Anna; Gray, Kathleen; Krause, Kerri-Lee (2008). "First year students´ experiences with technology: Are they really digital natives?". Australasian journal of educational technology, v. 24, n. 1, pp. 108-122. https://doi.org/10.14742/ajet.1233
Kern, Richard; Warschauer, Mark (2000). Network-based language teaching. Cambridge University Press. ISBN: 978 1 139524735 https://doi.org/10.1017/cbo9781139524735
Kim, Minchi C.; Hannafin, Michael J. (2011). "Scaffolding problem solving in technology-enhanced learning environments (TELEs): Bridging research and theory with practice". Computers and education, v. 56, n. 2, pp. 403-417. https://doi.org/10.1016/j.compedu.2010.08.024
Klassen, Robert M.; Chiu, Ming-Ming (2010). "Effects on teachers´ self-efficacy and job satisfaction: Teacher gender, years of experience, and job stress". Journal of educational psychology, v. 102, n. 3, pp. 741-756. https://doi.org/10.1037/a0019237
Konan, Necdet (2010). "Computer literacy levels of teachers". In: Procedia - Social and behavioral sciences, v. 2, n. 2, pp. 2567-2571. https://doi.org/10.1016/j.sbspro.2010.03.374
Kosakowski, John (1998). The benefits of information technology. Report no. EDO-IR-98-04. Syracuse, NY: ERIC clearinghouse on information and technology. ERIC document reproduction service no. ED 420 302.
Kovarik, Dina N.; Patterson, Davis G.; Cohen, Carolyn; Sanders, Elizabeth A.; Peterson, Karen A.; Porter, Sandra G.; Chowning, Jeanne-Ting (2013). "Bioinformatics education in high school: Implications for promoting science, technology, engineering, and mathematics careers". CBE life sciences education, v. 12, n. 3, pp. 441-459. https://doi.org/10.1187/cbe.12-11-0193
Kreuzer, Heidi (2001). "Reaping the benefits of information technology". Pollution engineering, v. 33, n. 1, pp. 28-32.
Kulik, James A. (1994). "Meta-analytic studies of findings on computer-based instruction". In: E. L. Baker, Eva; O´Neil, Harold F., Jr.; O´Neil, Harold F. (eds.). Technology assessment in education and training. Hillsdale, N.J.: Lawrence Erlbaum Associates, Inc., pp. 9-33. ISBN: 978 0 805812473
Locke, Edwin A. (1969). "What is job satisfaction?". Organizational behavior and human performance, v. 4, n. 4, pp. 309-336. https://doi.org/10.1016/0030-5073(69)90013-0
Ma, Xin; MacMillan, Robert B. (1999). "Influences of workplace conditions on teachers´ job satisfaction". Journal of educational research, v. 93, n. 1, pp. 39-47. https://doi.org/10.1080/00220679909597627
Martin, Allan; Grudziecki, Jan (2006). "DigEuLit: Concepts and tools for digital literacy development". Innovation in teaching and learning in information and computer sciences, v. 5, n. 4, pp. 249-267. https://doi.org/10.11120/ital.2006.05040249
Mathews, Jerry G.; Guarino, Anthony J. (2000). "Predicting teacher computer use: A path analyses". International journal of instructional media, v. 27, n. 4, 385-392.
Meade, Adam W.; Craig, S. Bartholomew (2012). "Identifying careless responses in survey data". Psychological methods, v. 17, n. 3, pp. 437-455. https://doi.org/10.1037/a0028085
MEFP (Spanish Ministry of Education and Profesional Training) (2020). "Teachers and other staff. Advance on 2019-2020 course data (Profesorado y otro personal. Curso 2019-2020. Datos avance)". Statistics of non-university education (Estadística de las enseñanzas no universitarias). https://www.educacionyfp.gob.es/servicios-al-ciudadano/estadisticas/no-universitaria/profesorado/estadistica/2019-2020-da.html
Murphy, Jeanette; Adams, Anne (2005). "Exploring the benefits of user education: a review of three case studies". Health information and libraries journal, v. 22, n. s1, pp. 45-58. https://doi.org/10.1111/j.1740-3324.2005.00585.x
Nitzl, Christian; Roldán, José L.; Cepeda, Gabriel (2016). "Mediation analysis in partial least squares path modelling, helping researchers discuss more sophisticated models". Industrial management and data systems, v. 116, n. 9, pp. 1849-1864. https://doi.org/10.1108/IMDS-07-2015-0302
Oliver, Kevin M.; Corn, Jeni O. (2008). "Student"reported differences in technology use and skills after the implementation of one"to"one computing". Educational media international, v. 45, n. 3, pp. 215-229. https://doi.org/10.1080/09523980802284333
Ostroff, Cheri (1992). "The relationship between satisfaction, attitudes, and performance: An organizational level analysis". Journal of applied psychology, v. 77, n. 6, pp. 963-974. https://doi.org/10.1037/0021-9010.77.6.963
í–zgí¼r, Hasan (2020). "Relationships between teachers´ technostress, technological pedagogical content knowledge (tpack), school support and demographic variables: A structural equation modeling". Computers in human behavior, v. 112, 106468. https://doi.org/10.1016/j.chb.2020.106468
Pepe, Alessandro; Addimando, Loredana (2013). "Comparison of ocupational stress in response to challenging behaviours between general and special education in primary teachers in Northern Italy". International journal of special education, v. 28, n. 1, pp. 14-26. https://files.eric.ed.gov/fulltext/EJ1013679.pdf
Pepe, Alessandro; Addimando, Loredana; Veronese, Guido (2017). "Measuring teacher job satisfaction: Assessing invariance in the teacher job satisfaction scale (TJSS) across six countries". Europe´s journal of psychology, v. 13, n. 3, pp. 396-416. https://doi.org/10.5964/ejop.v13i3.1389
Pond, Samuel B.; Geyer, Paul D. (1991). "Differences in the relation between job satisfaction and perceived work alternatives among older and younger blue-collar workers". Journal of vocational behavior, v. 39, n. 2, pp. 251-262. https://doi.org/10.1016/0001-8791(91)90012-B
Ratten, Vanessa (2020). "Coronavirus (Covid-19) and entrepreneurship: cultural, lifestyle and societal changes". Journal of entrepreneurship in emerging economies, v. 13, n. 4, pp. 747-761. https://doi.org/10.1108/JEEE-06-2020-0163
Rilling, Sarah; Dahlman, Anne; Dodson, Sarah; Boyles, Claire; Pazvant, Ozlem (2013). "Connecting CALL theory and practice in preservice teacher education and beyond: processes and products". Calico journal, v. 22, n. 2, pp. 213-235. https://doi.org/10.1558/cj.v22i2.213-235
Ringle, Christian M.; Wende, Sven; Becker, Jan-Michael (2015). SmartPLS 3. Boenningstedt: SmartPLS. http://www.smartpls.com
Sahito, Zafarullah; Vaisanen, Pertti (2017). "Effect of ICT skills on the job satisfaction of teacher educators: evidence from the universities of the Sindh province of Pakistan". International journal of higher education, v. 6, n. 4, pp. 122-136. https://doi.org/10.5430/ijhe.v6n4p122
Sarstedt, Marko; Henseler, Jí¶rg; Ringle, Christian M. (2011). "Multigroup analysis in partial least squares (PLS) path modeling: Alternative methods and empirical results". Advances in international marketing, v. 22, pp. 195-218. https://doi.org/10.1108/S1474-7979(2011)0000022012
Sarstedt, Marko; Ringle, Christian M.; Smith, Donna; Reams, Russell; Hair, Joseph F. (2014). "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers". Journal of family business strategy, v. 5, n. 1, pp. 105-115. https://doi.org/10.1016/j.jfbs.2014.01.002
Senik, Rosmila; Broad, Martin (2011). "Information technology skills development for accounting graduates: intervening conditions". International education studies, v. 4, n. 2, pp. 105-110. https://doi.org/10.5539/ies.v4n2p105
Skaalvik, Einar M.; Skaalvik, Sidsel (2007). "Dimensions of teacher self-efficacy and relations with strain factors, perceived collective teacher efficacy, and teacher burnout". Journal of educational psychology, v. 99, n. 3, pp. 611-625. https://doi.org/10.1037/0022-0663.99.3.611
Skaalvik, Einar M.; Skaalvik, Sidsel (2010). "Teacher self-efficacy and teacher burnout: A study of relations". Teaching and teacher education, v. 26, n. 4, pp. 1059-1069. https://doi.org/10.1016/j.tate.2009.11.001
Skaalvik, Einar M.; Skaalvik, Sidsel (2011). "Teachers´ feeling of belonging, exhaustion, and job satisfaction: The role of school goal structure and value consonance". Anxiety, stress and coping, v. 24, n. 4, pp. 369-385. https://doi.org/10.1080/10615806.2010.544300
Skaalvik, Einar M.; Skaalvik, Sidsel (2019). "Teacher self-efficacy and collective teacher efficacy: relations with perceived job resources and job demands, feeling of belonging, and teacher engagement". Creative education, v. 10, n. 7, pp. 1400-1424. https://doi.org/10.4236/ce.2019.107104
Snoek, Marco; Dengerink, Jurrií«n; Wit, Bas (2019). "Reframing the teacher profession as a dynamic multifaceted profession: A wider perspective on teacher quality and teacher competence frameworks". European journal of education, v. 54, n. 3, pp. 413-425. https://doi.org/10.1111/ejed.12350
Son, Jeong-Bae (2004). "Teacher development in e-learning environments". In: Son, Jeong-Bae (ed.). Computer-assisted language learning: Concepts, contexts and practices, pp. 107-122. Apacall Book Series, vol. 1. Lincoln, NE: iUniverse. ISBN: 978 0 595331260
Spilt, Jantine L.; Koomen, Helma M. Y.; Thijs, Jochem T. (2011). "Teacher wellbeing: The importance of teacher-student relationships". Educational psychology review, v. 23, n. 4, pp. 457-477. https://doi.org/10.1007/s10648-011-9170-y
Stearns, Elizabeth; Bottia, Martha-Cecilia; Giersch, Jason; Mickelson, Roslyn-Arlin; Moller, Stephanie; Jha, Nandan; Dancy, Melissa (2020). "Do relative advantages in STEM grades explain the gender gap in selection of a STEM major in college? A multimethod answer". American educational research journal, v. 57, n. 1, pp. 218-257. https://doi.org/10.3102/0002831219853533
Suárez-Rodríguez, Jesús; Almerich, Gonzalo; Orellana, Natividad; Díaz-García, Isabel (2018). "A basic model of integration of ICT by teachers: competence and use". Educational technology research and development, v. 66, n. 5, pp. 1165-1187. https://doi.org/10.1007/s11423-018-9591-0
Tafazoli, Dara; Gómez-Parra, María-Elena; Huertas-Abril, Cristina A. (2017). "Computer literacy: sine qua non for digital age of language learning & teaching". Theory and practice in language studies, v. 7, n. 9, pp. 716-722. https://doi.org/10.17507/tpls.0709.02
Tarafdar, Monideepa; D´Arcy, John; Turel, Ofir; Gupta, Ashish (2015). "The dark side of information technology". MIT Sloan management review, v. 56, n. 2, pp. 61-70. https://sloanreview.mit.edu/article/the-dark-side-of-information-technology
Tasir, Zaidatun; Abour, Khawla-Mohammed-El-Amin; Abd-Halim, Noor-Dayana-Abd; Harun, Jamalludin (2012). "Relationship between teachers´ ICT competency, confidence level, and satisfaction toward ICT training programmes: A case study among postgraduate students". Turkish online journal of educational technology, v. 11, n. 1, pp. 138-144. http://www.tojet.net/articles/v11i1/11112.pdf
Van-Braak, Johan; Tondeur, Jo; Valcke, Martin (2004). "Explaining different types of computer use among primary school teachers". European journal of psychology of education, v. 19, n. 4, pp. 407-422. https://doi.org/10.1007/BF03173218
Vandeyar, Thirusellvan (2015). "Policy intermediaries and the reform of e-education in South Africa". British journal of educational technology, v. 46, n. 2, pp. 344-359. https://doi.org/10.1111/bjet.12130
Warschauer, Mark (2008). "Technology and literacy: Introduction to the special issue". Pedagogies: An international journal, v. 3, n. 1. https://doi.org/10.1080/15544800701771564
Warschauer, Mark; Knobel, Michele; Stone, Lee-Ann (2004). "Technology and equity in schooling: Deconstructing the digital divide". Educational policy, v. 18, n. 4, pp. 562-588. https://doi.org/10.1177/0895904804266469
Willis, Jana; Weiser, Brenda; Smith, Donna (2016). "Increasing teacher confidence in teaching and technology use through vicarious experiences within an environmental education context". Applied environmental education and communication, v. 15, n. 3, pp. 199-213. https://doi.org/10.1080/1533015X.2016.1181013
Wubbels, Theo; Brekelmans, Mieke; Den-Brok, Perry; Van-Tartwijk, Jan (2006). "An interpersonal perspective on classroom management in secondary classrooms in the Netherlands". In: Evertson, Carolyn M.; Weinstein, Carol S. (eds). Handbook of classroom management: Research, practice, and contemporary issues, pp. 1161-1191. Mahwah, N.J.: Lawrence Erlbaum Associates. ISBN: 0805847537
Descargas
Publicado
Cómo citar
Número
Sección
Licencia
Derechos de autor 2022 Profesional de la información
Esta obra está bajo una licencia internacional Creative Commons Atribución 4.0.
Condiciones de difusión de los artículos una vez son publicados
Los autores pueden publicitar libremente sus artículos en webs, redes sociales y repositorios
Deberán respetarse sin embargo, las siguientes condiciones:
- Solo deberá hacerse pública la versión editorial. Rogamos que no se publiquen preprints, postprints o pruebas de imprenta.
- Junto con esa copia ha de incluirse una mención específica de la publicación en la que ha aparecido el texto, añadiendo además un enlace clicable a la URL: http://revista.profesionaldelainformacion.com
La revista Profesional de la información ofrece los artículos en acceso abierto con una licencia Creative Commons BY.