Digital customs regulations and digital transformation as drivers of job proficiency in Peruvian customs agencies: The mediating role of professional competencies (PLS-SEM)
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DOIhttp://dx.doi.org/10.21511/ppm.24(2).2026.03
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Article InfoVolume 24 2026, Issue #2, pp. 26-41
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Type of the article: Research Article
Abstract
Digital transformation is central to customs modernization, yet empirical evidence on how regulatory digitization translates into employees’ job proficiency through capability-building remains limited in Peru. This study aims to test the relationships among digital customs regulations, digital transformation, professional competencies, and job proficiency in Peruvian customs agencies, including the mediating role of professional competencies, using PLS-SEM. A quantitative explanatory–predictive, cross-sectional design was applied. Data were collected via a five-point online survey of 104 employees in Peruvian customs agencies (Lima–Callao) in October–November 2025, recruited through WhatsApp-based convenience/snowball sampling. The model was estimated in ADANCO 2.4.1 with a two-stage approach for the higher-order digital transformation construct and bootstrap inference. Digital customs regulations strongly predicted digital transformation (β = 0.872, p < 0.001) and generated a sizeable total indirect effect on job proficiency (β = 0.757, p < 0.001). Digital transformation increased professional competencies (β = 0.853, p < 0.001) and had a direct effect on job proficiency (β = 0.464, p = 0.026), while professional competencies also enhanced job proficiency (β = 0.473, p = 0.023). Mediation was supported for the pathway digital transformation → competencies → job proficiency (β_ind = 0.403, p = 0.034), yielding a total digital transformation effect of β = 0.867. Explanatory power was high (R²: DT = 0.761; competencies = 0.725; job proficiency = 0.814; SRMR = 0.041). The findings indicate that regulatory-driven digitization improves work proficiency primarily when accompanied by systematic competency development, highlighting training and institutional enablers as priorities in customs reform.
Acknowledgments
A la Dirección de Investigación de la Universidad Peruana de Ciencias Aplicadas por el apoyo brindado para la realización de este trabajo de investigación a través del incentivo UPC-EXPOST-2026-1. [We would like to thank the Research Directorate of the Universidad Peruana de Ciencias Aplicadas for their support in carrying out this research through the UPC-EXPOST-2026-1 grant.]
- Keywords
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JEL Classification (Paper profile tab)O33, M15, J24, D24
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References62
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Tables9
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Figures1
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- Figure 1. Structural model result
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- Table 1. Demographic profile
- Table 2. Factor loading, reliability, and convergent validity
- Table 3. Discriminant validity
- Table 4. VIF indicators
- Table 5. Hypotheses testing results – Direct effects
- Table 6. Hypothesis result – Indirect effects
- Table 7. Effect sizes
- Table 8. Overall model adjustment
- Table A1. Questionnaire
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- Acosta, P., Muller, N., & Sarzosa, M. (2020). Adults’ cognitive and socioemotional skills and their labor market outcomes in Colombia. Revista de Economia Del Rosario, 23(1), 109-148.
- Aggarwal, S. (2024). Impact of dimensions of organisational culture on employee satisfaction and performance level in select organisations. IIMB Management Review, 36(3), 230-238.
- Alloghani, M., Thron, C., & Subair, S. (2022). Past achievements and future promises of digital transformation: A literature review. In M. Alloghani, C. Thron, & S. Subair (Eds.), Artificial Intelligence for Data Science in Theory and Practice. Studies in Computational Intelligence (vol. 1006, pp. 27-39). Cham: Springer.
- Alruwaili, T. F., & Mgammal, M. H. (2025). The impact of artificial intelligence on accounting practices: An academic perspective. Humanities and Social Sciences Communications, 12(1), Article 1197.
- Ardito, C., Bernhaupt, R., & Sauer, S. (2023). Human-centered software engineering: Rethinking the interplay of human–computer interaction and software engineering in the age of digital transformation. In J. Abdelnour Nocera, M. Kristín Lárusdóttir, H. Petrie, A. Piccinno, & M. Winckler (Eds.), Lecture Notes in Computer Science (vol. 14145, pp. 638-643). Cham: Springer.
- Argyris, C., & Schön, D. (1978). Organizational learning: A theory of action perspective. Addison-Wesley.
- Arias Gonzales, H. P., Morán Santamaría, R. O., Lizana Guevara, N. P., Morales Salazar, P. O., Salazar López, Y. J., Llonto Caicedo, Y., Cúneo Fernández, F. E., Castro Mejía, P. J., & Pérez Pérez, M. J. (2024). Digital transformation and its relationship to the job performance of employees at a private university in Peru. F1000Research, 13(2), Article 692.
- Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99-120.
- Benitez, J., Henseler, J., Castillo, A., & Schuberth, F. (2020). How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research. Information & Management, 57(2), Article 103168.
- Bradbury, T., & Sturm, D. (2024). Competencies. In P.M. Pedersen (Ed.), Encyclopedia of Sport Management (2nd ed., pp. 182-183). Edward Elgar Publishing.
- Chang, C.-L., Octoyuda, E., & Arisanti, I. (2022). The role of digital transformation on strategic leader: A systematic literature review. In 2022 7th International Conference on Business and Industrial Research (ICBIR) (pp. 289-294).
- Chávez-Díaz, J. M., Aquiño-Perales, L., De-Velazco-Borda, J. L., Villagómez-Chinchay, J. A., & Flores-Sotelo, W. S. (2024). Artificial intelligence in accounting and auditing: Bibliometric analysis in Scopus 2020–2023. Indonesian Journal of Electrical Engineering and Computer Science, 36(2), 1319-1328.
- Cheah, J.-H., Sarstedt, M., Ringle, C. M., Ramayah, T., & Ting, H. (2018). Convergent validity assessment of formatively measured constructs in PLS-SEM. International Journal of Contemporary Hospitality Management, 30(11), 3192-3210.
- Chen, H., Kewou, N. Y. N., Atingabili, S., Sogbo, A. D. Z., & Tcheudjeu, A. T. (2024). The impact of psychological capital on nurses’ job performance: A chain mediation analysis of problem-focused coping and job engagement. BMC Nursing, 23(1), Article 149.
- Contreras-Yupanqui, B. S. (2025). Impact of digital transformation on the productivity of public administration. Management (Montevideo), 3(3).
- Cotterill, S. T., & Simpson, D. (2018). Routines, preparation and performance. In A. Mugford & J. G. Cremades (Eds.), Sport, Exercise, and Performance Psychology: Theories and Applications. New York: Routledge.
- Diamantopoulos, A., & Winklhofer, H. M. (2001). Index construction with formative indicators: An alternative to scale development. Journal of Marketing Research, 38(2), 269-277.
- Dokuchaev, V. A. (2020). Digital transformation: New drivers and new risks. In 2020 International Conference on Engineering Management of Communication and Technology (EMCTECH) (pp. 1-7).
- Drolas, A. (2010). Del saber colectivo a las cualidades individuales. El debate sobre las competencias laborales [From collective knowledge to individual qualities: The debate on labor competencies]. Convergencia, 17(54), 35-51. (In Spanish).
- Espina-Romero, L., Ríos Parra, D., Gutiérrez Hurtado, H., Peixoto Rodriguez, E., Arias-Montoya, F., Noroño-Sánchez, J. G., Talavera-Aguirre, R., Ramírez Corzo, J., & Vilchez Pirela, R. A. (2024). The role of digital transformation and digital competencies in organizational sustainability: A study of SMEs in Lima, Peru. Sustainability, 16(16), Article 6993.
- Estrada Izquierdo, Y. J. (2024). Transformación digital de procesos aduaneros y productividad laboral en Train Perú SAC durante la pandemia [Digital Transformation of Customs Processes and Labor Productivity at Train Perú SAC During the Pandemic]. Impulso, Revista de Administración, 4(8), 82-97. (In Spanish).
- Fernando, A. R., Ghazali, N. E. binti, Phang, F. A., & Rahman, N. F. Abd. (2025). Competencies of a holistic engineer: Towards the development of a competency model and curriculum framework for future-proof engineers. European Journal of Engineering Education, 50(6), 1305-1345.
- Geada, N. (2021). Change management in digital transformation. In N. Geada & P. Anunciação (Eds.), Reviving Businesses with New Organizational Change Management Strategies (pp. 251-260). IGI Global Scientific Publishing.
- Goktas, P., & Dirsehan, T. (2025). Using PLS-SEM and XAI for causal-predictive services marketing research. Journal of Services Marketing, 39(1), 53-68.
- Grace, J. (2022). General guidance for custom-built structural equation models. One Ecosystem, 7.
- Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24.
- Haktanır, E., Kahraman, C., Şeker, Ş., & Doğan, O. (2023). Future of digital transformation. In C. Kahraman & E. Haktanır (Eds.), Lecture Notes in Networks and Systems (Vol. 549, pp. 611-638). Cham: Springer.
- International Monetary Fund. (2024). Productivity, Digitalization, and Artificial Intelligence in Peru (Country Reports, 134(A003)).
- Jarvis, C. B., MacKenzie, S. B., & Podsakoff, P. M. (2003). A critical review of construct indicators and measurement model misspecification in marketing and consumer research. Journal of Consumer Research, 30(2), 199-218.
- Jay, R., & Copes, J. (1957). Seniority and criterion measures of job proficiency. Journal of Applied Psychology, 41(1), 58-60.
- Jiang, S., Lambert, E. G., Liu, J., & Zhang, J. (2018). An exploratory study of the effects of work environment variables on job satisfaction among Chinese prison staff. International Journal of Offender Therapy and Comparative Criminology, 62(6), 1694-1719.
- Johari, S., & Jha, K. N. (2021). Framework for identifying competencies of construction workers. Journal of Construction Engineering and Management, 147(5).
- Khine, M. S. (2013). Application of structural equation modeling in educational research and practice. In M. S. Khine (Ed.), Application of Structural Equation Modeling in Educational Research and Practice. Sense Publishers.
- Kotake, Y., Wang, D., & Nakajima, H. (2018). Evaluating worker’s proficiency from body and eye movements in manufacturing operations. In 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018 (pp. 1451-1456). Miyazaki, Japan.
- Kuntonbutr, C., Jaturat, N., & Nichs, A. (2019). The effect of foreign ownership and capital on digital transformation and innovation in automotive business performance. International Journal of Innovation, Creativity and Change, 8(8), 14-29.
- McQuitty, S., & Wolf, M. (2013). Structural equation modeling: A practical introduction. Journal of African Business, 14(1), 58-69.
- Medina-Esquivel, W.-A., Cernaqué-Miranda, O.-C., & Prudenci-Cuela, F.-E. (2024). Digital competencies and their impact on public servants’ productivity in Peru. Profesional de La Información, 33(1).
- Memon, M. A., T., R., Ramayah, T., Cheah, J.-H., Ting, H., Chuah, F., & Cham, T. H. (2021). PLS-SEM statistical programs: A REVIEW. Journal of Applied Structural Equation Modeling, 5(1), i-xiv.
- Mergel, I., Edelmann, N., & Haug, N. (2019). Defining digital transformation: Results from expert interviews. Government Information Quarterly, 36(4), Article 101385.
- Mikkelsen, A., & Olsen, E. (2019). The influence of change-oriented leadership on work performance and job satisfaction in hospitals – The mediating roles of learning demands and job involvement. Leadership in Health Services, 32(1), 37-53.
- Mulki, J. P., Locander, W. B., Marshall, G. W., Harris, E. G., & Hensel, J. (2008). Workplace isolation, salesperson commitment, and job performance. Journal of Personal Selling and Sales Management, 28(1), 67-78.
- Ochoa Pacheco, P., & Coello-Montecel, D. (2023). Does psychological empowerment mediate the relationship between digital competencies and job performance? Computers in Human Behavior, 140, Article 107575.
- Paiithannkar, M., & Alexander, J. (2025). Introduction to digital transformation. In Handbook of Artificial Intelligence for Smart City Development (pp. 27-38). CRC Press.
- Payan-Carreira, R., Cruz, G., & Dominguez, C. (2019). We can do better: Building competencies until graduation. In J. Maxwell (Ed.), Higher Education Institutions: Perspectives, Opportunities and Challenges (pp. 107-146). Nova Science Publishers, Inc.
- Peng, Y., Liu, C., Su, S., & Rosenblatt, A. (2023). The hidden performance costs of professional isolation? A latent change score model of professional isolation during the early stage of COVID-19 pandemic. Applied Psychology, 72(3), 1075-1096.
- Savchuk, R. R., Vasilchenko, A. V., Kluchko, O. V., Kondratiev, P. A., Akhmedova, T. D., Vorobvov, V. S., Petrov, R. A., & Baranchikov, Y. S. (2024). Digital transformation and business processes integration in the effective management decision-making mechanism at transportation enterprises. In 2024 International Conference “Quality Management, Transport and Information Security, Information Technologies” (QM&TIS&IT) (pp. 115-118).
- Sewu, P. L. S., & Sirait, Y. H. (2017). Labor competency certifications: Opportunities and challenges within on industry in preparation for ASEAN Economic Community. Journal of Engineering and Applied Sciences, 12(18), 4674-4680.
- Shankar, Ch., Yogi, K. S., Prasad, G. R., Bolagani, S., Vadapalli, T. K., & Balaji, C. (2025). Exploring Gen Z’s sustainability mindset: A hierarchical SEM analysis of behavioral intentions and the moderating role of social media influence. Journal of Cultural Analysis and Social Change, 10(2), 3709-3725.
- Sihag, P. (2020). The mediating role of perceived organizational support on psychological capital–employee engagement relationship: A study of Indian IT industry. Journal of Indian Business Research, 13(1), 154-186.
- Silva, S., Silva, C., & Soares, G. (2020). Great expectations: The graduate view of skills in hospitality. In Handbook of Research on Human Capital and People Management in the Tourism Industry.
- Stinchcomb, J. B., & Leip, L. A. (2013). Expanding the literature on job satisfaction in corrections: A national study of jail employees. Criminal Justice and Behavior, 40(11), 1209-1227.
- Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509-533.
- Thakkar, J. J. (2020). Introduction to structural equation modelling. In Studies in Systems, Decision and Control (Vol. 285, pp. 1-11). Singapore: Springer.
- Tian, Y., & Ou, L. (2024). Exploring the influencing mechanisms of different digital transformation stages: An industry perspective. Enterprise Information Systems, 18(12).
- van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2017). The relation between 21st-century skills and digital skills: A systematic literature review. Computers in Human Behavior, 72, 577-588.
- Vial, G. (2019). Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144.
- Voll, K., & Pfnür, A. (2024). Is the success of working from home a matter of configuration? – A comparison between the USA and Germany using PLS-SEM. Journal of Corporate Real Estate, 26(2), 82-112.
- Wang, Y., & Han, P. (2023). Digital transformation, service-oriented manufacturing, and total factor productivity: Evidence from A-share listed companies in China. Sustainability, 15(13), Article 9974.
- Warner, K. S. R., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349.
- Wu, S., Duan, J., & Luo, M. (2024). Evaluating and analyzing student labor literacy in China’s higher vocational education: An assessment model approach. Frontiers in Education, 9.
- Zhang, H., & Dong, S. (2023). Digital transformation and firms’ total factor productivity: The role of internal control quality. Finance Research Letters, 57, Article 104231.
- Zhang, R., & Ma, H.-L. (2020). Relationship between organization support and job satisfaction among sanitation workers in Liaoning province: A cross-sectional study. Chinese Journal of Public Health, 36(12), 1808-1812.


