Human resources management strategies in enhancing transportation performance and safety in Indonesia
Abstract:
Purpose: This study aims to investigate the strategic role of Human Resource Management (HRM) practices—particularly training and development, performance management, and organizational innovation in improving transportation performance and safety in Indonesia. It also explores the moderating effect of employee welfare on these relationships, responding to the growing demands of digital transformation and safety standards in the transportation sector.
Methodology: A quantitative approach was employed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Data were collected from 360 respondents working in the land transportation sector across Indonesia through structured questionnaires.
Results: The findings confirm that training and development, as well as performance management, significantly influence both organizational innovation and transportation safety. Organizational innovation also positively affects transportation performance, which in turn enhances safety. However, the moderating effect of employee welfare on the innovation–performance relationship was found to be statistically insignifican.
Conclusions: High-quality HRM practices, especially in training and performance management, are crucial for enhancing both operational performance and safety in Indonesia’s transportation sector. While innovation contributes to performance, its full benefits may not materialize without stronger welfare systems. Companies should integrate safety-focused training, real-time performance tracking, and inclusive innovation mechanisms into their HR strategy to build a more resilient transportation workforce.
Limitations: This study finds that employee welfare has not yet played a significant moderating role in boosting transportation performance through innovation. Most welfare initiatives remain basic, lacking integration with strategic innovation agendas. This limitation highlights a disconnect between employee well-being and organizational goals, which may affect long-term innovation sustainability.
Contribution: The study contributes to HRM theory by validating the impact of training and performance management on transportation innovation and safety within a developing-country context. Practically, it provides a framework for transportation firms to align HR strategies with digitalization and operational safety goals. It also underscores the need for welfare policies that go beyond minimum standards to actively support innovation and performance excellence.
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Alenzi, M. A. (2023). The Mediation of Knowledge Management on the Relationship between HRM Practices and Employees' Performance in Qatari Hospitals. Journal of Hunan University Natural Sciences, 50(3), 1-17. doi:https://doi.org/10.55463/issn.1674-2974.50.3.1
Alif, M. F. D. S. P., & Ahmadi, M. A. (2024). Peran Evaluasi Kinerja dalam Meningkatkan Motivasi Karyawan. Jurnal Ilmiah Ekonomi Manajemen & Bisnis, 2(4), 192-203. doi:https://doi.org/10.60023/wyagpr49
Aloini, D., Colladon, A. F., Gloor, P., Guerrazzi, E., & Stefanini, A. (2021). Enhancing Operations Management Through Smart Sensors: Measuring and Improving Well-Being, Interaction and Performance of Logistics Workers. The TQM Journal, 34(2), 303-329. doi:https://doi.org/10.1108/TQM-06-2021-0195
Amanda, C. A., & Susilawati. (2024). Pengaruh Penerapan Keselamatan dan Kesehatan Kerja (K3) Terhadap Kinerja Pekerja Konstruksi: Tinjauan Literatur. Gudang Jurnal Multidisiplin Ilmu, 2(7), 21-28. doi:https://doi.org/10.59435/gjmi.v2i7.662
Barinta, D. D., Lestari, Y. D., & Kharisma, A. P. (2024). Optimalisasi Kualitas Layanan Transportasi Publik: Pendekatan Model P-Transqual dalam Mengevaluasi Kinerja di PO. Moedah. Studi Ilmu Manajemen dan Organisasi, 5(2), 353-363. doi:https://doi.org/10.35912/simo.v5i2.3620
Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. Journal of management, 17(1), 99-120. doi:https://doi.org/10.1177/014920639101700108
Batarlien?, N., ?iži?nien?, K., Vai?i?t?, K., Šapalait?, I., & Jaraš?nien?, A. (2017). The Impact of Human Resource Management on the Competitiveness of Transport Companies. Procedia Engineering, 187, 110-116. doi:https://doi.org/10.1016/j.proeng.2017.04.356
Batta, A., Bandameeda, G., & Parayitam, S. (2023). Human Resource Management Practices, Job Satisfaction and Performance: Evidence from Transportation Sector in India. Asia-Pacific Journal of Management Research and Innovation, 19(1), 47-62. doi:https://doi.org/10.1177/2319510X231166800
Becker, G. S. (1993). Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education (3rd Ed). Chicago: University of Chicago Press.
B??, P., & Strza?kowski, P. (2024). Analysis of the Effectiveness of Safety Training Methods. Sustainability, 16(7), 1-21. doi:https://doi.org/10.3390/su16072732
Blau, P. M. (1964). Justice in Social Exchange. Sociological Inquiry, 34(2), 193-206. doi:http://dx.doi.org/10.1111/j.1475-682X.1964.tb00583.x
Budianto, R., Praptapa, A., Herwiyanti, E., Puji, P., Suyono, E., & Rusmana, O. (2022). Technological Innovation in Small and Medium Enterprises: A Bibliometric Analysis. Journal of Sustainable Tourism and Entrepreneurship, 4(1), 55-69. doi:https://doi.org/10.35912/joste.v4i1.1707
Ding, M. J., Kam, B. H., Zhang, J. Y., & Jie, F. (2015). Effects of Human Resource Management Practices on Logistics and Supply Chain Competencies–Evidence from China Logistics Service Market. International Journal of Production Research, 53(10), 2885-2903. doi:https://doi.org/10.1080/00207543.2014.946569
Fadlan, Kamaruddin, & Arifai. (2024). Implementasi Traffic Accident Analysis Guna Menanggulangi Kecelakaan Lalu Lintas. Journal Publicuho, 7(3), 1389-1401. doi:https://doi.org/10.35817/publicuho.v7i3.497
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. New York: Springer Nature.
Ibrahim, M. N., Logan, D. B., Koppel, S., & Fildes, B. (2024). The Role of Safety in Modal Choice and Shift: A Transport Users’ Perspective in Australia. Journal of Transport & Health, 38, 1-18. doi:https://doi.org/10.1016/j.jth.2024.101863
Intifada, W. S. (2025). Analisis Risiko dan Strategi Peningkatan Keselamatan Kerja di Sektor Industri Manufaktur: Tinjauan Literatur. Industrika: Jurnal Ilmiah Teknik Industri, 9(1), 240-253. doi:https://doi.org/10.37090/indstrk.v9i1.1901
Jemmy, Muhdaliha, E., Lestari, S. D., Riyadi, S., & Kusnawan, A. (2025). Influence of Organizational Innovation on Management Strategy: Strategic Change as a Mediator in the Education. Proceeding of the International Conference on Management, Entrepreneurship, and Business, 1(2), 52-64. doi:https://doi.org/10.61132/icmeb.v1i2.79
Jozan, M. M. B., Ghorbani, B. D., Khalid, M. S., Lotfata, A., & Tabesh, H. (2023). Impact Assessment of E-Trainings in Occupational Safety and Health: A Literature Review. BMC Public Health, 23(1), 1187. doi:https://doi.org/10.1186/s12889-023-16114-8
Kurniawan, R., Darmawati, T., & Puspita, S. (2024). Influence Occupational Health Safety and Work Discipline on Employee Productivity at the Energy and Mineral Resources Department of South Sumatra. Journal of Multidisciplinary Academic Business Studies, 1(4), 713-723. doi:https://doi.org/10.35912/jomabs.v1i4.2285
Kusuma, H. D., Zahiraa, T., Tri, T. D., & Radianto, D. O. (2024). Pengaruh Tingkat Keselamatan dan Kesehatan Kerja di Perusahaan Terhadap Kinerja Karyawan. Journal of Educational Innovation and Public Health, 2(2), 60-71. doi:https://doi.org/10.55606/innovation.v2i2.2848
Nafi’ah, B. A. (2020). Kajian Ekonomi Politik Transportasi Massa: Studi Kasus Kebijakan Transportasi Massa di DKI Jakarta. Jejaring Administrasi Publik, 12(2), 148-176. doi:https://doi.org/10.20473/jap.v12i2.29353
Nilsen, E. R., Dugstad, J., Eide, H., Gullslett, M. K., & Eide, T. (2016). Exploring Resistance to Implementation of Welfare Technology in Municipal Healthcare Services - A Longitudinal Case Study. BMC Health Services Research, 16(1), 1-14. doi:https://doi.org/10.1186/s12913-016-1913-5
Pardosi, J., Sibarani, R., & Bangun, N. C. (2021). The Role of Human Resources in Lake Transportation to Improve Tourism Service in Lake Toba. Jurnal Pemberdayaan Masyarakat, 9(1), 74-89. doi:https://doi.org/10.37064/jpm.v9i1.9023
Purbasari, R., Novel, N. J. A., & Kostini, N. (2023). Digitalisasi Logistik dalam Mendukung Kinerja E-Logistic di Era Digital: A Literature Review. JOMBLO: Jurnal Organisasi dan Manajemen Bisnis Logistik, 1(2), 177-196. doi:https://doi.org/10.24198/jomblo.v1i2.50762
Putlely, Z., Lesnussa, Y. A., Wattimena, A. Z., & Matdoan, M. Y. (2021). Structural Equation Modeling (SEM) untuk Mengukur Pengaruh Pelayanan, Harga, dan Keselamatan terhadap Tingkat Kepuasan Pengguna Jasa Angkutan Umum Selama Pandemi Covid-19 di Kota Ambon. Indonesian Journal of Applied Statistics, 4(1), 1-13. doi:https://doi.org/10.13057/ijas.v4i1.45784
Putra, D. D., Aufaa, R. D., Luthfiyah, H., & Sahara, S. (2023). Peningkatan Mutu Transportasi Umum Demi Kenyamanan dan Keamanan Pengguna. Mimbar Administrasi Fisip Untag Semarang, 20(1), 112-119. doi:https://doi.org/10.56444/mia.v20i1.659
Putra, M. K. D. (2019). Pengaruh Pelatihan dan Pengembangan terhadap Kinerja Karywan Divisi Keamanan Aviation di Indonesia Angkasa Pura II (Persero) Palembang. Jurnal Ilmiah Ekonomi Global Masa Kini, 10(1), 25-31. doi:https://doi.org/10.36982/jiegmk.v10i1.721
Rahmad, R., Sihombing, S., Sonny, I., & Sijabat, E. A. S. (2024). Pencegahan Risiko Kecelakaan dan Kepatuhan Peraturan Keselamatan Kapal Pelayaran Internasional. Jurnal Manajemen Transportasi & Logistik (JMTRANSLOG), 11(1), 39-52. doi:http://dx.doi.org/10.54324/j.mtl.v1i1.1244
Rizaldy, W., Sihombing, S., Candra, P., & Gultom, S. (2024). Mapping of Human Global Control System to Transportation and Logistics Activity: Review and Synthesis. Proceedings of Forum for University Scholars in Interdisciplinary Opportunities and Networking, 1(1), 621-637.
Sahara, S., & Putri, J. S. (2023). Analisis Keselamatan Kerja dan Faktor-Faktor Risiko dalam Kegiatan Bongkar Muat di Terminal Pelabuhan. ADVANCES in Social Humanities Research, 1(10), 2021-2028. doi:https://doi.org/10.46799/adv.v1i10.131
Susanthi, N. I., & Seruni, I. P. (2016). Pengaruh Pelatihan dan Kesehatan Keselamatan Kerja Terhadap Kinerja Karyawan PT Jasa Angkasa Semesta. Jurnal Manajemen Bisnis Transportasi dan Logistik, 2(3), 448-459. doi:http://dx.doi.org/10.54324/j.mbtl.v2i3.935
Syaputra, A., & Sutabri, T. (2024). Perancangan Sistem Monitoring Barang Logistik Berbasis IoT. Switch: Jurnal Sains dan Teknologi Informasi, 2(5), 102-111. doi:https://doi.org/10.62951/switch.v2i5.288
Wulandari, S., Ali, H., & Hendayana, Y. (2024). Pengaruh Pelatihan dan Pengembangan serta Adopsi Teknologi Terhadap Produktivitas dan Kinerja Karyawan di Universitas Bhayangkara Jakarta Raya. Jurnal Ekonomi Manajemen Sistem Informasi (JEMSI), 6(2), 522-542. doi:https://doi.org/10.38035/jemsi.v6i2.3261
Zanra, S., & Sufnirayanti. (2024). Pengaruh Persepsi Kemudahan, Lingkungan Sosial dan Literasi Keuangan terhadap Minat Penggunaan QRIS. Jurnal Akuntansi, Keuangan, dan Manajemen, 5(3), 177-192. doi:https://doi.org/10.35912/jakman.v5i3.3122
- Alenzi, M. A. (2023). The Mediation of Knowledge Management on the Relationship between HRM Practices and Employees' Performance in Qatari Hospitals. Journal of Hunan University Natural Sciences, 50(3), 1-17. doi:https://doi.org/10.55463/issn.1674-2974.50.3.1
- Alif, M. F. D. S. P., & Ahmadi, M. A. (2024). Peran Evaluasi Kinerja dalam Meningkatkan Motivasi Karyawan. Jurnal Ilmiah Ekonomi Manajemen & Bisnis, 2(4), 192-203. doi:https://doi.org/10.60023/wyagpr49
- Aloini, D., Colladon, A. F., Gloor, P., Guerrazzi, E., & Stefanini, A. (2021). Enhancing Operations Management Through Smart Sensors: Measuring and Improving Well-Being, Interaction and Performance of Logistics Workers. The TQM Journal, 34(2), 303-329. doi:https://doi.org/10.1108/TQM-06-2021-0195
- Amanda, C. A., & Susilawati. (2024). Pengaruh Penerapan Keselamatan dan Kesehatan Kerja (K3) Terhadap Kinerja Pekerja Konstruksi: Tinjauan Literatur. Gudang Jurnal Multidisiplin Ilmu, 2(7), 21-28. doi:https://doi.org/10.59435/gjmi.v2i7.662
- Barinta, D. D., Lestari, Y. D., & Kharisma, A. P. (2024). Optimalisasi Kualitas Layanan Transportasi Publik: Pendekatan Model P-Transqual dalam Mengevaluasi Kinerja di PO. Moedah. Studi Ilmu Manajemen dan Organisasi, 5(2), 353-363. doi:https://doi.org/10.35912/simo.v5i2.3620
- Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. Journal of management, 17(1), 99-120. doi:https://doi.org/10.1177/014920639101700108
- Batarlien?, N., ?iži?nien?, K., Vai?i?t?, K., Šapalait?, I., & Jaraš?nien?, A. (2017). The Impact of Human Resource Management on the Competitiveness of Transport Companies. Procedia Engineering, 187, 110-116. doi:https://doi.org/10.1016/j.proeng.2017.04.356
- Batta, A., Bandameeda, G., & Parayitam, S. (2023). Human Resource Management Practices, Job Satisfaction and Performance: Evidence from Transportation Sector in India. Asia-Pacific Journal of Management Research and Innovation, 19(1), 47-62. doi:https://doi.org/10.1177/2319510X231166800
- Becker, G. S. (1993). Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education (3rd Ed). Chicago: University of Chicago Press.
- B??, P., & Strza?kowski, P. (2024). Analysis of the Effectiveness of Safety Training Methods. Sustainability, 16(7), 1-21. doi:https://doi.org/10.3390/su16072732
- Blau, P. M. (1964). Justice in Social Exchange. Sociological Inquiry, 34(2), 193-206. doi:http://dx.doi.org/10.1111/j.1475-682X.1964.tb00583.x
- Budianto, R., Praptapa, A., Herwiyanti, E., Puji, P., Suyono, E., & Rusmana, O. (2022). Technological Innovation in Small and Medium Enterprises: A Bibliometric Analysis. Journal of Sustainable Tourism and Entrepreneurship, 4(1), 55-69. doi:https://doi.org/10.35912/joste.v4i1.1707
- Ding, M. J., Kam, B. H., Zhang, J. Y., & Jie, F. (2015). Effects of Human Resource Management Practices on Logistics and Supply Chain Competencies–Evidence from China Logistics Service Market. International Journal of Production Research, 53(10), 2885-2903. doi:https://doi.org/10.1080/00207543.2014.946569
- Fadlan, Kamaruddin, & Arifai. (2024). Implementasi Traffic Accident Analysis Guna Menanggulangi Kecelakaan Lalu Lintas. Journal Publicuho, 7(3), 1389-1401. doi:https://doi.org/10.35817/publicuho.v7i3.497
- Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. New York: Springer Nature.
- Ibrahim, M. N., Logan, D. B., Koppel, S., & Fildes, B. (2024). The Role of Safety in Modal Choice and Shift: A Transport Users’ Perspective in Australia. Journal of Transport & Health, 38, 1-18. doi:https://doi.org/10.1016/j.jth.2024.101863
- Intifada, W. S. (2025). Analisis Risiko dan Strategi Peningkatan Keselamatan Kerja di Sektor Industri Manufaktur: Tinjauan Literatur. Industrika: Jurnal Ilmiah Teknik Industri, 9(1), 240-253. doi:https://doi.org/10.37090/indstrk.v9i1.1901
- Jemmy, Muhdaliha, E., Lestari, S. D., Riyadi, S., & Kusnawan, A. (2025). Influence of Organizational Innovation on Management Strategy: Strategic Change as a Mediator in the Education. Proceeding of the International Conference on Management, Entrepreneurship, and Business, 1(2), 52-64. doi:https://doi.org/10.61132/icmeb.v1i2.79
- Jozan, M. M. B., Ghorbani, B. D., Khalid, M. S., Lotfata, A., & Tabesh, H. (2023). Impact Assessment of E-Trainings in Occupational Safety and Health: A Literature Review. BMC Public Health, 23(1), 1187. doi:https://doi.org/10.1186/s12889-023-16114-8
- Kurniawan, R., Darmawati, T., & Puspita, S. (2024). Influence Occupational Health Safety and Work Discipline on Employee Productivity at the Energy and Mineral Resources Department of South Sumatra. Journal of Multidisciplinary Academic Business Studies, 1(4), 713-723. doi:https://doi.org/10.35912/jomabs.v1i4.2285
- Kusuma, H. D., Zahiraa, T., Tri, T. D., & Radianto, D. O. (2024). Pengaruh Tingkat Keselamatan dan Kesehatan Kerja di Perusahaan Terhadap Kinerja Karyawan. Journal of Educational Innovation and Public Health, 2(2), 60-71. doi:https://doi.org/10.55606/innovation.v2i2.2848
- Nafi’ah, B. A. (2020). Kajian Ekonomi Politik Transportasi Massa: Studi Kasus Kebijakan Transportasi Massa di DKI Jakarta. Jejaring Administrasi Publik, 12(2), 148-176. doi:https://doi.org/10.20473/jap.v12i2.29353
- Nilsen, E. R., Dugstad, J., Eide, H., Gullslett, M. K., & Eide, T. (2016). Exploring Resistance to Implementation of Welfare Technology in Municipal Healthcare Services - A Longitudinal Case Study. BMC Health Services Research, 16(1), 1-14. doi:https://doi.org/10.1186/s12913-016-1913-5
- Pardosi, J., Sibarani, R., & Bangun, N. C. (2021). The Role of Human Resources in Lake Transportation to Improve Tourism Service in Lake Toba. Jurnal Pemberdayaan Masyarakat, 9(1), 74-89. doi:https://doi.org/10.37064/jpm.v9i1.9023
- Purbasari, R., Novel, N. J. A., & Kostini, N. (2023). Digitalisasi Logistik dalam Mendukung Kinerja E-Logistic di Era Digital: A Literature Review. JOMBLO: Jurnal Organisasi dan Manajemen Bisnis Logistik, 1(2), 177-196. doi:https://doi.org/10.24198/jomblo.v1i2.50762
- Putlely, Z., Lesnussa, Y. A., Wattimena, A. Z., & Matdoan, M. Y. (2021). Structural Equation Modeling (SEM) untuk Mengukur Pengaruh Pelayanan, Harga, dan Keselamatan terhadap Tingkat Kepuasan Pengguna Jasa Angkutan Umum Selama Pandemi Covid-19 di Kota Ambon. Indonesian Journal of Applied Statistics, 4(1), 1-13. doi:https://doi.org/10.13057/ijas.v4i1.45784
- Putra, D. D., Aufaa, R. D., Luthfiyah, H., & Sahara, S. (2023). Peningkatan Mutu Transportasi Umum Demi Kenyamanan dan Keamanan Pengguna. Mimbar Administrasi Fisip Untag Semarang, 20(1), 112-119. doi:https://doi.org/10.56444/mia.v20i1.659
- Putra, M. K. D. (2019). Pengaruh Pelatihan dan Pengembangan terhadap Kinerja Karywan Divisi Keamanan Aviation di Indonesia Angkasa Pura II (Persero) Palembang. Jurnal Ilmiah Ekonomi Global Masa Kini, 10(1), 25-31. doi:https://doi.org/10.36982/jiegmk.v10i1.721
- Rahmad, R., Sihombing, S., Sonny, I., & Sijabat, E. A. S. (2024). Pencegahan Risiko Kecelakaan dan Kepatuhan Peraturan Keselamatan Kapal Pelayaran Internasional. Jurnal Manajemen Transportasi & Logistik (JMTRANSLOG), 11(1), 39-52. doi:http://dx.doi.org/10.54324/j.mtl.v1i1.1244
- Rizaldy, W., Sihombing, S., Candra, P., & Gultom, S. (2024). Mapping of Human Global Control System to Transportation and Logistics Activity: Review and Synthesis. Proceedings of Forum for University Scholars in Interdisciplinary Opportunities and Networking, 1(1), 621-637.
- Sahara, S., & Putri, J. S. (2023). Analisis Keselamatan Kerja dan Faktor-Faktor Risiko dalam Kegiatan Bongkar Muat di Terminal Pelabuhan. ADVANCES in Social Humanities Research, 1(10), 2021-2028. doi:https://doi.org/10.46799/adv.v1i10.131
- Susanthi, N. I., & Seruni, I. P. (2016). Pengaruh Pelatihan dan Kesehatan Keselamatan Kerja Terhadap Kinerja Karyawan PT Jasa Angkasa Semesta. Jurnal Manajemen Bisnis Transportasi dan Logistik, 2(3), 448-459. doi:http://dx.doi.org/10.54324/j.mbtl.v2i3.935
- Syaputra, A., & Sutabri, T. (2024). Perancangan Sistem Monitoring Barang Logistik Berbasis IoT. Switch: Jurnal Sains dan Teknologi Informasi, 2(5), 102-111. doi:https://doi.org/10.62951/switch.v2i5.288
- Wulandari, S., Ali, H., & Hendayana, Y. (2024). Pengaruh Pelatihan dan Pengembangan serta Adopsi Teknologi Terhadap Produktivitas dan Kinerja Karyawan di Universitas Bhayangkara Jakarta Raya. Jurnal Ekonomi Manajemen Sistem Informasi (JEMSI), 6(2), 522-542. doi:https://doi.org/10.38035/jemsi.v6i2.3261
- Zanra, S., & Sufnirayanti. (2024). Pengaruh Persepsi Kemudahan, Lingkungan Sosial dan Literasi Keuangan terhadap Minat Penggunaan QRIS. Jurnal Akuntansi, Keuangan, dan Manajemen, 5(3), 177-192. doi:https://doi.org/10.35912/jakman.v5i3.3122