Validation and Invariance of an Electronic Service Quality Scale
DOI:
https://doi.org/10.69653/msth20238Keywords:
Electronic Service Quality, E-commerce, Virtual Library, Factorial Invariance, PeruAbstract
This study evaluated electronic service quality in a virtual bookstore in Peru using the Electronic Service Quality Scale. A cross-sectional design was used, collecting data from 412 online bookstore customers. A first-order confirmatory factor analysis confirmed the Spanish version's four dimensions (Design, Functionality, Privacy, and Reliability), with all items significantly loading on their respective factors. Additionally, a gender-based factorial invariance analysis showed that thresholds, factor loadings, intercepts, and residuals were consistent across both groups, suggesting that score differences between genders result from true latent trait discrepancies rather than potential bias in the evaluation tool. These findings are important for future research on electronic service quality in Peru, allowing for more accurate and reliable comparisons of results between groups.
References
Al-dweeri, R. M., Ruiz Moreno, A., Montes, F. J. L., Obeidat, Z. M., & Al-dwairi, K. M. (2019). The effect of e-service quality on Jordanian student’s e-loyalty: an empirical study in online retailing. Industrial Management and Data Systems, 119(4), 902–923. https://doi.org/10.1108/IMDS-12-2017-0598
Ato, M., López, J. J., & Benavente, A. (2013). Un sistema de clasificación de los diseños de investigación en psicología. Anales de Psicologia, 29(3), 1038–1059. https://doi.org/10.6018/analesps.29.3.178511
Barrera-Barrera, R., Navarro-García, A., & Peris-Ortiz, M. (2015). El papel de la invarianza factorial en la validación del constructo calidad de servicio electrónico. Revista Europea de Dirección y Economía de La Empresa, 24(1), 13–24. https://doi.org/10.1016/j.redee.2014.07.001
Barrera, R., Navarro, A., & Peris, M. (2020). Electronic service quality: a meta-analysis. Marketing Intelligence and Planning, 38(5), 619–635. https://doi.org/10.1108/MIP-06-2019-0340
Barusman, A. R. P. (2019). The effect of security, service quality, operations and information management, reliability &trustworthiness on e-loyalty moderated by customer satisfaction on the online shopping website. International Journal of Supply Chain Management, 8(6), 586–594.
Brown, T. A. (2015). Confirmatory factor analysis for applied research (2nd ed.). Guilford Press.
CAPECE. (2021). Impacto del Covid 19 en el comercio electrónico.
Chang, K. C., Hsu, Y. T., Hsu, C. L., & Sung, Y. K. (2019). Effect of tangibilization cues on consumer purchase intention in the social media context: Regulatory focus perspective and the moderating role of perceived trust. Telematics and Informatics, 44, 101265. https://doi.org/10.1016/J.TELE.2019.101265
Choi, J. H., & Lee, H. J. (2012). Facets of simplicity for the smartphone interface: A structural model. International Journal of Human-Computer Studies, 70(2), 129–142. https://doi.org/10.1016/J.IJHCS.2011.09.002
Cohen, D., Naim, O., Toch, E., & Ben-Gal, I. (2021). Website categorization via design attribute learning. Computers & Security, 107, 102312. https://doi.org/10.1016/J.COSE.2021.102312
Coursaris, C. K., Swierenga, S. J., & Watrall, E. (2008). An Empirical Investigation of Color Temperature and Gender Effects on Web Aesthetics. Journal of Usability Studies, 3, 103–117.
Dianat, I., Adeli, P., Asgari Jafarabadi, M., & Karimi, M. A. (2019). User-centred web design, usability and user satisfaction: The case of online banking websites in Iran. Applied Ergonomics, 81, 102892. https://doi.org/10.1016/J.APERGO.2019.102892
Dominguez-Lara, S. A. (2016). Evaluación de la confiabilidad del constructo mediante el Coeficiente H: breve revisión conceptual y aplicaciones. Psychologia: Avances de La Disciplina, 10(2), 87–94.
Fornell, C., & Larcker, D. F. (1981). Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics. Journal of Marketing Research, 18(3), 382–388. https://doi.org/https://doi.org/10.1177/002224378101800313
García, C. G., & de Marcos, M. F. F. (2016). Desarrollo y validación inicial de una escala para evaluar la fidelidad de los consumidores hacia las tiendas. European Research on Management and Business Economics, 22(2), 94–100. https://doi.org/10.1016/j.iedee.2015.10.005
Karim, A. J. (2011). Evaluating the Influence of Reliability, Usability, Usefulness and Website Design on the Satisfaction of Online Consumers. Research Journalof Economics, Business and ICT, 2(2008), 28–32.
Khan, A., Fornes, O., Stigliani, A., Gheorghe, M., Castro-Mondragon, J. A., Van Der Lee, R., Bessy, A., Chèneby, J., Chèneby, C., Kulkarni, S. R., Tan, G., Baranasic, D., Arenillas, D. J., Sandelin, A., Vandepoele, K., Lenhard, B., Benoˆıt Ballester, B., Wasserman, W. W., Ois Parcy, F., & Mathelier, A. (2018). JASPAR 2018: update of the open-access database of transcription factor binding profiles and its web framework. Nucleic Acids Research, 46. https://doi.org/10.1093/nar/gkx1126
Kline, R. B. (2016). Principles and practice of structural equation modeling (Cuarta Ed.). Guilford Press.
Lee, W.-L., Liu, C.-H., & Tseng, T.-W. (2022). The multiple effects of service innovation and quality on transitional and electronic word-of-mouth in predicting customer behaviour. Journal of Retailing and Consumer Services, 64, 102791. https://doi.org/10.1016/J.JRETCONSER.2021.102791
Lin, X., Liu, H., Li, Z., Xiong, G., & Gou, G. (2022). Privacy protection of China’s top websites: A Multi-layer privacy measurement via network behaviours and privacy policies. Computers & Security, 114, 102606. https://doi.org/10.1016/J.COSE.2022.102606
McDonald, R. P. (1999). Test Theory: A United Treatment. Lawrence Erlbaum.
Miluska, L., Pareja, C., Andrea, D., & Yan, C. (2020). El e-commerce reemplaza la compra presencial en tiendas por departamento: Saga Falabella 1.
Muhammad, N. S., Sujak, H., & Rahman, S. A. (2016). Buying Groceries Online: The Influences of Electronic Service Quality (eServQual) and Situational Factors. Procedia Economics and Finance, 37, 379–385. https://doi.org/10.1016/S2212-5671(16)30140-X
Muthen, L., & Muthen, B. (2017). MPlus user’ guide (8th ed.).
Orus, A. (2022). Comercio electrónico en el mundo - Datos estadísticos | Statista.
Pavlou, P., & Chai, L. (2002). What Drives Electronic Commerce across Cultures? A Cross-Cultural Empirical Investigation of the Theory of Planned Behavior. Jounal of Electronic Commerce Research, 3(4), 240–253.
Pelet, J. É., & Taieb, B. (2022). Context-aware optimization of mobile commerce website interfaces from the consumers’ perspective: Effects on behavioral intentions. Computers in Human Behavior Reports, 7, 100225. https://doi.org/10.1016/J.CHBR.2022.100225
Raykov, T., & Hancock, G. R. (2005). Examining change in maximal reliability for multiple-component measuring instruments. British Journal of Mathematical and Statistical Psychology, 58(1), 65–82. https://doi.org/10.1348/000711005X38753
Rod, M., & Ashill, N. J. (2010). Management commitment to service quality and service recovery performance: A study of frontline employees in public and private hospitals. International Journal of Pharmaceutical and Healthcare Marketing, 4(1), 84–103. https://doi.org/10.1108/17506121011036042
Santos, J. (2003). E-service quality: A model of virtual service quality dimensions. Managing Service Quality: An International Journal, 13(3), 233–246. https://doi.org/10.1108/09604520310476490
Schumacker, R. E., & Lomax, R. G. (2016). A Beginner´s Guide to Structural Equation Modeling (4th ed.). Taylor & Francis.
Shankar, A., & Jebarajakirthy, C. (2019). The influence of e-banking service quality on customer loyalty: A moderated mediation approach. International Journal of Bank Marketing, 37(5), 1119–1142. https://doi.org/10.1108/IJBM-03-2018-0063
Soper, D. (2021). A-priori Sample Size Calculator for Structural Equation Models [Software].
Sousa, R., & Voss, C. A. (2006). The Relationship between Quality and Loyalty in Multi-Channel E-Services: An Empirical Investigation 1 Article under review at Production and Operations Management.
Tan, J., & Ludwig, S. (2016). Regional Adoption of Business-to-Business Electronic Commerce in China. Http://Dx.Doi.Org/10.1080/10864415.2016.1122438, 20(3), 408–439. https://doi.org/10.1080/10864415.2016.1122438
Tandon, U., Kiran, R., & Sah, A. N. (2018). The influence of website functionality, drivers and perceived risk on customer satisfaction in online shopping: an emerging economy case. Information Systems and E-Business Management, 16(1), 57–91. https://doi.org/10.1007/S10257-017-0341-3/METRICS
Thompson, I. (2005). CONCEPTO DE MARKETING - Marketing-Free.com.
Wu, Z., Shen, S., Zhou, H., Li, H., Lu, C., & Zou, D. (2021). An effective approach for the protection of user commodity viewing privacy in e-commerce website. Knowledge-Based Systems, 220, 106952. https://doi.org/10.1016/J.KNOSYS.2021.106952