Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender

Francisco D. Guillén-Gámez; Raquel Rodríguez-Fernández

doi:10.30935/cedtech/11408

Francisco D. Guillén-Gámez ¹ ^* , Raquel Rodríguez-Fernández ²

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CONT ED TECHNOLOGY, Volume 14, Issue 1, Article No: ep339

https://doi.org/10.30935/cedtech/11408

Submitted: 21 September 2021, Published Online: 07 December 2021

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Abstract

Studies analysing and comparing the attitudes of teachers towards Information and Communication Technologies (ICT) based on gender have provided mixed results. In this work, we carried out a meta-analysis on gender differences in attitudes towards ICT, from a global perspective and exploring four dimensions: affective-emotional attitude, beliefs, self-efficacy, and mixed with each other. Through the collection of 55 studies providing 73 effect sizes based on a total sample of 21,325 working teachers, a negative effect was found, almost null (d= -0.0297) and not statistically significant. These results indicate that female teachers have a more positive attitude towards the educational use of ICT than male teachers. Independently, the dimensions affective-emotional attitude (d= -0.342), beliefs (d= 0.114), and self-efficacy (d= 0.273) produced significant effect sizes, although with small effects. The analysis of moderating variables showed that different moderators intervene significantly in the variability of effect sizes: continental origin of the teachers (emotional and beliefs dimensions); teacher’s workplace (dimension self-efficacy); type of publication (emotional dimension) and validity of the instruments (emotional and beliefs dimension). With this meta-analysis, it is possible to take another step towards a better measurement and explanation of the attitudes that teachers have towards the use of new technologies in educational contexts.

Keywords: technology, education, teacher, teaching, gender, meta-analysis, research methods

References

Abdelrahman, M. A., Abdelraheem, A. Y., Al-Shedani, Z. A., & Al Aghbari, M. S. (2019). An investigation of faculty members’ beliefs and barriers to successful ICT integration into teaching at Sultan Qaboos University. i-Manager’s Journal of Educational Technology, 16(2), 50-61. https://doi.org/10.26634/jet.16.2.16240
Ahmad, A. M. H. (2000). An investigation of attitudes of inservice teachers towards computer technology use in schools in a southwest border district (Doctoral dissertation, New Mexico State University).
Ajzen, I. (2005). Attitudes, personality, and behavior. McGraw-Hill Education.
Akcay, A., Halit, A., & Ufuk, G. (2015). Teachers’ attitudes toward using interactive white boards. Middle Eastern & African Journal of Educational Research, 17, 22-30.
Albirini, A. (2006). Teachers’ attitudes toward information and communication technologies: The case of Syrian EFL teachers. Computers & Education, 47(4), 373-398. https://doi.org/10.1016/j.compedu.2004.10.013
Alden, L. (1986). Self-efficacy and causal attributions for social feedback. Journal of Research in Personality, 20(4), 460-473. https://doi.org/10.1016/0092-6566(86)90126-1
Al-Ghazo, A. (2008). Technology integration in university teachers’ education programs in Jordan: Comparisons of competencies, attitudes and perceptions toward integrating technology in the classroom (Order No. 3310999). Dissertations & Theses Global, Southern Illinois University Carbondale
Alodail, A. (2016). The instructors’ attitudes toward the use of e-learning in classroom in College of Education at Albaha University. Turkish Online Journal of Educational Technology-TOJET, 15(1), 126-135.
Alqahtani, M. M. (2019). Self-efficacy and Factors Affecting the Levels of Technology Implementation among Teachers in Saudi Arabia (Doctoral dissertation, Indiana State University).
Alrasheedi, H. S. (2009). Information and communication technology (ICT): Effects of gender and training among Kuwait teachers (Doctoral dissertation, Ohio University).
Alvarado, L. E., Aragón, R. R., & Bretones, F. D. (2020). Teachers’ attitudes towards the introduction of ICT in Ecuadorian public schools. TechTrends, 1-8. https://doi.org/10.1007/s11528-020-00483-7
Alzamil, O. (2003). High school social studies teachers’ attitudes and usage of instructional technology in Saudi Arabia (Unpublished doctoral thesis, Faculty of Education, University of Arkansas, the USA).
Alzidiyeen, N. J., Abdullah, A. G. K., Seedee, R., & Al-Shabatat, A. M. (2011). Gender and age differences in computer usage, competence, attitudes, self-efficacy, and anxiety among teachers in Jordan. Elixir International Journal, 37, 3782- 3789.
Annaraja, P., & Joseph, N. M. (2006). Teacher trainees’ attitude towards information and communication technology. DESIDOC Journal of Library & Information Technology, 26(2), 37-40. https://doi.org/10.14429/dbit.26.2.3678
Arques Rosas, R. (2013). Las actitudes del profesorado de música ante las Tecnologías de la Información y la Comunicación [The attitudes of music teachers towards Information and Communication Technologies] (Doctoral thesis, Education Faculty, University of Alicante, Spain).
Awofala, A. O., Akinoso, S. O., & Fatade, A. O. (2017). Attitudes towards computer and computer self-efficacy as predictors of preservice mathematics teachers’ computer anxiety. Acta Didactica Napocensia, 10(3), 91-108. https://doi.org/10.24193/adn.10.3.9
Azmi, N. J., Hassan, I., Ab Rashid, R., Ahmad, Z., Aziz, N. A., & Nasidi, Q. Y. (2021). Gender Stereotype in Toy Advertisements on Social Networking Sites. Online Journal of Communication and Media Technologies, 11(4), e202122. https://doi.org/10.30935/ojcmt/11212
Bakr, S. M. (2011). Attitudes of Egyptian teachers towards computers. Contemporary Educational Technology, 2(4), 308-318. https://doi.org/10.30935/cedtech/6061
Bandura, A. (1977). Self-efficacy: toward a unifying theory of behavioral change. Psychological Review, 84(2), 191-215. https://doi.org/10.1037/0033-295X.84.2.191
Bas, G., & Senturk, C. (2018). An evaluation of Technological Pedagogical Content Knowledge (TPACK) of in-service teachers: A study in Turkish public schools. International Journal of Educational Technology, 5(2), 46-58.
Bektas, M. (2016). The perceived self-efficacy of classroom teachers and preschool teachers for teaching with tablets. In SHS Web of Conferences (Vol. 26, p. 01091). EDP Sciences. https://doi.org/10.1051/shsconf/20162601091
Birgin, O., Uzun, K., & Akar, S. G. M. (2020). Investigation of Turkish mathematics teachers’ proficiency perceptions in using information and communication technologies in teaching. Education and Information Technologies, 25(1), 487-507. https://doi.org/10.1007/s10639-019-09977-1
Bozionelos, N. (2001). The relationship of instrumental and expressive traits with computer anxiety. Personality and Individual Differences, 31(6), 955-974. https://doi.org/10.1016/S0191-8869(00)00198-7
Burke, L. F. (2014). Teachers’ perceived self-efficacy in integrating technology into pedagogical practice and barriers to technology integration (Doctoral dissertation, Johnson & Wales University).
Cai, Z., Fan, X., & Du, J. (2017). Gender and attitudes toward technology use: A meta-analysis. Computers & Education, 105, 1-13. https://doi.org/10.1016/j.compedu.2016.11.003
Çakir, T. (2014). The attitudes of preschool teachers and principals towards computer using. The Anthropologist, 18(3), 735-744. https://doi.org/10.1080/09720073.2014.11891604
Carpi, T., & Iacus, S. M. (2020). Is Japanese gendered language used on Twitter? A large scale study. Online Journal of Communication and Media Technologies, 10(4), e202024. https://doi.org/10.30935/ojcmt/9141
Cavas, B., Cavas, P., Karaoglan, B., & Kisla, T. (2009). A study on science teachers’ attitudes toward information and communications technologies in education. Online Submission, 8(2), 1-13.
Chou, C. (2003). Incidences and correlates of Internet anxiety among high school teachers in Taiwan. Computers in Human Behavior, 19(6), 731-749. https://doi.org/10.1016/S0747-5632(03)00010-4
Chua, S. L., Chen, D. T., & Wong, A. F. (1999). Computer anxiety and its correlates: a meta-analysis. Computers in human behavior, 15(5), 609-623. https://doi.org/10.1016/S0747-5632(99)00039-4
Cohen, J. (2013). Statistical power analysis for the behavioral sciences. Academic press. https://doi.org/10.4324/9780203771587
Collis, B. (1999). Designing for differences: Cultural issues in the design of WWW‐based course‐support sites. British Journal of Educational Technology, 30(3), 201-215. https://doi.org/10.1111/1467-8535.00110
Compeau, D. R., & Higgins, C. A. (1995). Computer self-efficacy: Development of a measure and initial test. MIS Quarterly, 19(2), 189-211. https://doi.org/10.2307/249688
Davies, M. W. (2004). Women clerical workers and the typewriter: The writing machine. In Technology and Women’s Voices (pp. 34-43). Routledge.
Deniz, L. (2007). Prospective class teachers’ computer experiences and computer attitudes. International Journal of Social Sciences, 2(2), 116-122.
Denson, B. (2005). Teacher attitudes toward technology (Doctoral dissertation, Tennessee State University).
DerSimonian, R., & Laird, N. (1986). Meta-analysis in clinical trials. Controlled Clinical Trials, 7(3), 177-188. https://doi.org/10.1016/0197-2456(86)90046-2
Eagly, A. H., & Chaiken, S. (1998). Attitude structure and function. The Handbook of Social Psychology, 1(2), 269-322.
Edison, S. W., & Geissler, G. L. (2003). Measuring attitudes towards general technology: Antecedents, hypotheses and scale development. Journal of Targeting, Measurement and Analysis for Marketing, 12(2), 137-156. https://doi.org/10.1057/palgrave.jt.5740104
Eichenold, D. K. (2008). Technology integration in Texas high school mathematics classes (Doctoral dissertation, University of Houston).
Embi, R. (2007). Computer anxiety and computer self-efficacy among accounting educators at Universiti Teknologi MARA, Malaysia (Doctoral dissertation, Virginia Tech).
Fernández Batanero, J. M., & Bermejo Campos, B. (2012). Actitudes docentes hacia las TIC en centros de buenas prácticas educativas con orientación inclusiva [Teaching attitudes towards ICT in centers of good educational practices with an inclusive orientation]. Enseñanza & Teaching: Journal Interuniversitaria de Didáctica, 30(1), 45-61.
González Sanmamed, M., Sangrà, A., & Muñoz-Carril, P. C. (2017). We can, we know how. But do we want to? Teaching attitudes towards ICT based on the level of technology integration in schools. Technology, Pedagogy and Education, 26(5), 633-647. https://doi.org/10.1080/1475939X.2017.1313775
Halder, S., & Chaudhuri, S. (2011). Computer self-efficacy and computer anxiety of trainee teachers: Issue of concern. Proceedings of Episteme, 4, 1-7.
Hammack, R., & Ivey, T. (2017). Examining elementary teachers’ engineering self‐efficacy and engineering teacher efficacy. School Science and Mathematics, 117(1-2), 52-62. https://doi.org/10.1111/ssm.12205
Hedges, L., & Olkin, I. (1985). Statistical methods for meta-analysis. Academic.
Helms, D. (2004). First-and second-year K–12 teachers’ computer self-efficacy beliefs and level of technology implementation (Doctoral dissertation, Pepperdine University).
Higgins, J. P., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. Bmj, 327(7414), 557-560. https://doi.org/10.1136/bmj.327.7414.557
Hong, K. S., & Koh, C. K. (2002). Computer anxiety and attitudes toward computers among rural secondary school teachers: A Malaysian perspective. Journal of Research on Technology in Education, 35(1), 27-48. https://doi.org/10.1080/15391523.2002.10782368
Islahi, F. (2019). Exploring teacher attitude towards information technology with a gender perspective. Contemporary Educational Technology, 10(1), 37-54. https://doi.org/10.30935/cet.512527
Jegede, P. O. (2007). Factors in computer self-efficacy among Nigerian college of education teachers. Journal of Psychology in Africa, 17(1-2), 39-44. https://doi.org/10.1080/14330237.2007.10820142
Johnson, S.J. (2001). Faculty attitudes toward educational technology: An extension of Bullard’s analysis of selected variables (Doctoral dissertation, Nova Southeastern University).
Kabataş, S., & Karaoğlan Yılmaz, F. G. (2018). Öğretmenlerin yaşam boyu öğrenme tutumlarının eğitim teknolojileri standartlarına yönelik öz-yeterlikleri açısından değerlendirilmesi [Evaluation of teachers’ lifelong learning attitudes in terms of selfefficacy towards the standards of educational technology]. Bartın Üniversitesi Eğitim Fakültesi Dergisi, 7(2), 588-608. https://doi.org/10.14686/buefad.405661
Kagima, L. K., & Hausafus, C. O. (2000). Integration of electronic communication in higher education: Contributions of faculty computer self-efficacy. The Internet and Higher Education, 2(4), 221-235. https://doi.org/10.1016/S1096-7516(00)00027-0
Kahraman, S., & Yilmaz, Z. A. (2018). In-service teachers’ internet self-efficacy: A re-examination of gender differences. Turkish Online Journal of Distance Education, 19(2), 72-85. https://doi.org/10.17718/tojde.415675
Kemp, C.R. (2002). Urban school teachers’ self-efficacy beliefs and practices, innovation practices, and related factors in integrating technology (Doctoral dissertation, Indiana University of Pennsylvania).
Kiliç, D. B. Ç. (2015). Music teachers computer anxiety and self-efficacy. Educational Research and Reviews, 10(11), 1547-1559. https://doi.org/10.5897/ERR2015.2235
Kilinc, E., Kilinc, S., Kaya, M., Başer, E., Türküresin, H. E., & Kesten, A. (2016). Teachers’ attitudes toward the use of technology in social studies teaching. Research in Social Sciences and Technology, 1(1), 59-76. https://doi.org/10.46303/ressat.01.01.3
Kpolovie, P. J., & Awusaku, O. K. (2016). ICT adoption attitude of lecturers. European Journal of Computer Science and Information Technology, 4(5), 9-57.
Kretschmann, R. (2015). Physical education teachers’ subjective theories about integrating Information and Communication Technology (ICT) into physical education. Turkish Online Journal of Educational Technology-TOJET, 14(1), 68-96.
Lee, C. H., Cook, S., Lee, J. S., & Han, B. (2016). Comparison of two meta-analysis methods: Inverse-variance-weighted average and weighted sum of Z-scores. Genomics & informatics, 14(4), 173-180. https://doi.org/10.5808/GI.2016.14.4.173
Li, N., & Kirkup, G. (2007). Gender and cultural differences in Internet use: A study of China and the UK. Computers & Education, 48(2), 301-317. https://doi.org/10.1016/j.compedu.2005.01.007
Liao, Y. K. C. (1999). Gender differences on attitudes toward computers: A meta-analysis. In Society for Information Technology & Teacher Education International Conference (pp. 1388-1393). Association for the Advancement of Computing in Education (AACE).
Lin, T. C., Tsai, C. C., Chai, C. S., & Lee, M. H. (2013). Identifying science teachers’ perceptions of Technological Pedagogical And Content Knowledge (TPACK). Journal of Science Education and Technology, 22(3), 325-336. http://www.doi.org/10.1007/s10956-012-9396-6
Loyd, B. H., & Gressard, C. (1984). Reliability and factorial validity of computer attitude scales. Educational and Psychological Measurement, 44(2), 501-505. https://doi.org/10.1177/0013164484442033
Marbán, J. M., & Mulenga, E. M. (2019). Pre-service primary teachers’ teaching styles and attitudes towards the use of technology in mathematics classrooms. International Electronic Journal of Mathematics Education, 14(2), 253-263. https://doi.org/10.29333/iejme/5649
Moreira-Fontán, E., García-Señorán, M., Conde-Rodríguez, Á., & González, A. (2019). Teachers’ ICT-related self-efficacy, job resources, and positive emotions: Their structural relations with autonomous motivation and work engagement. Computers & Education, 134, 63-77. https://doi.org/10.1016/j.compedu.2019.02.007
Njiku, J., Maniraho, J. F., & Mutarutinya, V. (2019). Understanding teachers’ attitude towards computer technology integration in education: A review of literature. Education and Information Technologies, 24(5), 3041-3052. https://doi.org/10.1007/s10639-019-09917-z
Noori, A. (2019). Attitudes of Afghan EFL lecturers toward instructional technology. TechTrends, 63(2), 170-178. https://doi.org/10.1007/s11528-018-0347-9
Norman, R. (1975). Affective-cognitive consistency, attitudes, conformity, and behavior. Journal of Personality and Social Psychology, 32(1), 83. https://doi.org/10.1037/h0076865
Olafare, F. O., Adeyanju, L. O., & Fakorede, S. O. A. (2018). Colleges of Education Lecturers Attitude Towards the Use of Information and Communication Technology in Nigeria. MOJES: Malaysian Online Journal of Educational Sciences, 5(4), 1-12.
Olafare, O., Ibironke, E. S., Oladipo, T., & Olumorin, C. O. (2020). Teachers’attitudes towards information and communication technology usage for instructional delivery. Nigerian Online Journal of Educational Sciences and Technology, 1(2), 49-56.
Olanrewaju, M. K., Musa, S., & Kabir, Z. M. (2020). Analysis of lecturers’attitude towards integration of icts in teaching university students in yobe state, nigeria. Indonesian Journal of Science and Education, 4(1), 57-66. https://doi.org/10.31002/ijose.v4i1.2018
Onasanya, S. A., Shehu, R. A., Oduwaiye, R. O., & Shehu, L. A. (2010). Higher institutions lecturers’ attitude towards integration of ICT into teaching and research in Nigeria. Research Journal of Information Technology, 2(1), 1-10. https://doi.org/10.3923/rjit.2010.1.10
Ostrom, T. M. (1969). The relationship between the affective, behavioral, and cognitive components of attitude. Journal of Experimental Social Psychology, 5(1), 12-30. https://doi.org/10.1016/0022-1031(69)90003-1
Öztürk, E. (2018). A study of primary school teachers’ and Turkish language teachers’ anxiety about tablet PC assisted teaching. International Education Studies, 11(6), 66-72. https://doi.org/10.5539/ies.v11n6p66
Papaioannou, P., & Charalambous, K. (2011). Principals’ attitudes towards ICT and their perceptions about the factors that facilitate or inhibit ICT integration in primary schools of Cyprus. Journal of Information Technology Education: Research, 10(1), 349-369. https://doi.org/10.28945/1530
Pavlou, V., & Vryonides, M. (2009). Understanding factors that influence teachers’ acceptance of technology and actual computer use for teaching: the case of Greece. Mediterranean Journal of Educational Studies, 14(2), 5-25.
Phan, T., Paul, M., & Zhu, M. (2021). The role of teaching goals and instructional technology perceptions in faculty members’ technology use. Contemporary Educational Technology, 13(3), ep307. https://doi.org/10.30935/cedtech/10885
Rodríguez-Hoyos, C., Fueyo Gutiérrez, A., & Hevia Artime, I. (2021). The digital skills of teachers for innovating in university teaching. Pixel-Bit. Revista De Medios Y Educación, 61, 71-97. https://doi.org/10.12795/pixelbit.86305
Sarfo, F. K., Amankwah, F., & Konin, D. (2017). Computer self-efficacy among senior high school teachers in Ghana and the functionality of demographic variables on their computer self-efficacy. Turkish Online Journal of Educational Technology-TOJET, 16(1), 19-31.
Scherer, R., & Siddiq, F. (2015). Revisiting teachers’ computer self-efficacy: A differentiated view on gender differences. Computers in Human Behavior, 53, 48-57. https://doi.org/10.1016/j.chb.2015.06.038
Semerci, A., & Aydin, M. K. (2018). Examining high school teachers’ attitudes towards ICT use in education. International Journal of Progressive Education, 14(2), 93-105. http://doi.org/10.29329/ijpe.2018.139.7
Shapka, J. D., & Ferrari, M. (2003). Computer-related attitudes and actions of teacher candidates. Computers in Human Behavior, 19(3), 319-334. https://doi.org/10.1016/S0747-5632(02)00059-6
Sieverding, M., & Koch, S. C. (2009). (Self-) Evaluation of computer competence: How gender matters. Computers & Education, 52(3), 696-701. https://doi.org/10.1016/j.compedu.2008.11.016
Simsek, A. (2011). The relationship between computer anxiety and computer self-efficacy. Online Submission, 2(3), 177-187. https://doi.org/10.30935/cedtech/6052
Tezci, E. (2010). Attitudes and knowledge level of teachers in ICT use: The case of Turkish teachers. Journal of Human Sciences, 7(2), 19-44.
Tuncer, M. (2012). Investigation of effects of computer anxiety and internet attitudes on computer self-efficacy. International Journal of Social Science, 5(4), 205-222. https://doi.org/10.9761/jasss_156
Tweed, S. R. (2013). Technology implementation: Teacher age, experience, self-efficacy, and professional development as related to classroom technology integration (Doctoral dissertation, East Tennessee State University).
Ünal, B., Kavanoz, S., Güler, A., & Karabulut, N. (2019). High school students’ attitudes towards ICT and media tools in learning English and academic self-efficacy beliefs. RumeliDE Dil ve Edebiyat Araştırmaları Dergisi, (17), 298-308. https://doi.org/10.29000/rumelide.656758
Valdés-Cuervo, Á. A., Arreola-Olivarría, C. G., Angulo-Armenta, J., Carlos-Martínez, E. A., & García-López, R. I. (2011). Actitudes de docentes de educación básica hacia las TIC [Attitudes of basic education teachers towards ICT]. Magis. Journal Internacional de Investigación en Educación, 3(6), 379-392.
Vega-Gea, E., Calmaestra, J., & Ortega-Ruiz, R. (2021). Teacher perception on the use of ICT in inclusive education. Pixel-Bit. Revista De Medios Y Educación, 62, 235-268. https://doi.org/10.12795/pixelbit.90323
Velasquez, N. J. (2002). An exploration of teacher attitude, skill and tools as predictors for the integration of technology in the K-12 classroom (Doctoral dissertation, Nevada University).
Whitley Jr, B. E. (1997). Gender differences in computer-related attitudes and behavior: A meta-analysis. Computers in human behavior, 13(1), 1-22. https://doi.org/10.1016/S0747-5632(96)00026-X
Williams, C.K. (2006). An investigation of attitudes of K–12 teachers toward computer technology use in schools in a rural Mississippi district (Doctoral dissertation, Mississippi State University).
Yehya, F. M., Barbar, A. M., & Abou-Rjeily, S. (2019). Lebanese secondary physics teachers’ attitudes towards the use of ICT. International Journal of Learning and Teaching, 11(1), 8-27. https://doi.org/10.18844/ijlt.v11i1.3891
Zyad, H. (2016). Integrating computers in the classroom: Barriers and teachers’ attitudes. International Journal of Instruction, 9(1), 65-78. https://doi.org/10.12973/iji.2016.916a

Citation

Guillén-Gámez, F. D., & Rodríguez-Fernández, R. (2022). Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender. Contemporary Educational Technology, 14(1), ep339. https://doi.org/10.30935/cedtech/11408

Guillén-Gámez, F. D., and Rodríguez-Fernández, R. (2022). Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender. Contemporary Educational Technology, 14(1), ep339. https://doi.org/10.30935/cedtech/11408

Guillén-Gámez FD, Rodríguez-Fernández R. Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender. CONT ED TECHNOLOGY. 2022;14(1), ep339. https://doi.org/10.30935/cedtech/11408

Guillén-Gámez, Francisco D., and Raquel Rodríguez-Fernández. "Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender". Contemporary Educational Technology 2022 14 no. 1 (2022): ep339. https://doi.org/10.30935/cedtech/11408

Guillén-Gámez, Francisco D. et al. "Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender". Contemporary Educational Technology, vol. 14, no. 1, 2022, ep339. https://doi.org/10.30935/cedtech/11408

Guillén-Gámez FD, Rodríguez-Fernández R. Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender. CONT ED TECHNOLOGY. 2022;14(1):ep339. https://doi.org/10.30935/cedtech/11408