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Kolaborasi Pegawai Dengan AI dan Efikasi Diri AI Terhadap Inovasi Melalui Work Engagement Siti Ulfa; Herman Alfian
Jurnal Sosial Ekonomi Bisnis Vol 1 No 3 (2026): September 2026
Publisher : Yayasan Literasi Ilmiah Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55587/jseb.v1i3.461

Abstract

Purpose: This study examines employee–AI collaboration and AI self-efficacy in relation to innovative work behavior through work engagement at the Kutai Kartanegara Regency Transportation Agency. Method: The analysis uses 50 complete responses comprising 26 indicators. The data collector confirmed that the survey was conducted on 23–28 August 2026. Reflective Mode A PLS path modeling with path weighting and 5,000 bootstrap resamples was used, alongside measurement diagnostics and a sensitivity analysis using average item scores. Findings: Collaboration and AI self-efficacy met the stated composite reliability and convergent validity criteria. Work engagement had an average variance extracted below 0.50, while innovative work behavior showed inadequate internal consistency and convergent validity. The HTMT ratio between engagement and innovation exceeded the strict threshold of 0.85. Exploratory estimates indicated positive collaboration–innovation and engagement–innovation paths, but a negative collaboration–engagement path and indirect association. The self-efficacy paths were inconclusive.
Pengaruh Motivasi dan Beban Kerja Terhadap Work Engagement Serta Dampaknya Pada Kinerja Karyawan Klinik Handil Sejahtera Herman Alfian; Syarifuddin
Jurnal Sosial Ekonomi Bisnis Vol 1 No 3 (2026): September 2026
Publisher : Yayasan Literasi Ilmiah Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55587/jseb.v1i3.465

Abstract

Purpose: This study aims to examine the mediating role of work engagement in the effect of motivation and workload on employee performance at Klinik Handil Sejahtera. Method: Using an explanatory quantitative design, this study involved all employees of Klinik Handil Sejahtera as respondents (n = 48) surveyed in March 2026 using a 1–5 Likert-scale questionnaire; data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM), with evaluation of the measurement model (convergent validity, reliability, discriminant validity) and the structural model through bias-corrected bootstrapping with 5,000 resamples. Findings: Motivation has a positive and highly significant effect on work engagement (β = 0.666; t = 6.306; f² = 0.729), whereas workload has no significant effect (β = −0.071; t = 0.681; f² = 0.008); motivation and workload jointly explain 48.6% of the variance in work engagement (R² = 0.486); work engagement has a positive and highly significant effect on employee performance (β = 0.814; t = 23.175; R² = 0.662); work engagement fully mediates the effect of motivation on performance (indirect effect = 0.542; 95% bootstrap CI [0.337; 0.696]; t = 5.899), but does not mediate the effect of workload (t = 0.661). Novelty: This study is among the first to examine work engagement as a mediating mechanism in the context of a small-scale private clinic using PLS-SEM complete with discriminant validity evaluation, finding that in small-scale organizations the role of motivation is far more dominant than workload in shaping work engagement and employee performance, while also revealing an empirical closeness between work engagement and employee performance that stands as a methodological note for future research.