Maturity of Data Interoperability Cross-Organizations in Supporting the Concept of One Employment Data at the Ministry and Regional Government Levels
DOI:
https://doi.org/10.58835/jspi.v6i4.723Keywords:
Interoperability, Maturity, One Employment Data, Cross-OrganizationAbstract
This study examines the factors influencing the maturity of employment data interoperability between organizations at the ministry and local government levels. It investigates four variables: Preparedness, Understanding, Command Style, and Ethos. A mixed-methods approach, combining interviews and quantitative surveys with purposive sampling, was conducted in the Special Region of Yogyakarta. Data were analyzed using SEM-PLS to assess validity, reliability, and hypotheses. The results show that all four variables have a positive and significant effect on employment data interoperability. Preparedness highlights the importance of organizational readiness, including human resources, infrastructure, and governance support. Understanding contributes through shared knowledge of data standards, integration mechanisms, and interagency coordination. Command Style has the strongest influence, emphasizing the strategic role of leadership and coordination by the Indonesian Ministry of Labour (Pusdatik) in promoting standardized and integrated data management. Ethos reinforces interoperability by fostering collaboration, organizational commitment, and a supportive culture. The interoperability maturity assessment indicates that organizations have achieved Level 3 (Integrated), reflecting adequate coordination and integration capabilities. However, stronger implementation at the regional level is still needed to ensure sustainable interoperability. These findings underscore the importance of effective leadership, continuous capacity building, training, and collaborative organizational culture in strengthening long-term employment data interoperability.
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Anderson, M. C., Yang, Y., Xue, J., Knipper, K. R., Yang, Y., Gao, F., Hain, C. R., Kustas, W. P., Cawse-Nicholson, K., Hulley, G., Fisher, J. B., Alfieri, J. G., Meyers, T. P., Prueger, J., Baldocchi, D. D., & Rey-Sanchez, C. (2021). Interoperability of ECOSTRESS and Landsat for mapping evapotranspiration time series at sub-field scales. Remote Sensing of Environment, 252. https://doi.org/10.1016/j.rse.2020.112189
Andreadou, N., Kotsakis, E., & Masera, M. (2022). Interoperability Testing of a Smart Home Automation System under Explicit Demand Response Schemes. Energies, 15(21). https://doi.org/10.3390/en15217952
Arnoldus Kristianus. (2021). Kemnaker Konsolidasi Kebijakan Satu Data Ketenagakerjaan Pusat dan Daerah. Investor.Id. https://investor.id/business/253664/kemnaker-konsolidasi-kebijakan-satu-data-ketenagakerjaan-pusat-dan-daerah
Belkadi, F., Vieille, J., & Tanous, B. (2022). Towards a smart connector for dynamic interoperability in agile enterprises. In B. A., D. A., B. H.H., I. D., L. D., & S. F. (Eds.), IFAC-PapersOnLine (Vol. 55, Issue 10, pp. 2342–2347). Elsevier B.V. https://doi.org/10.1016/j.ifacol.2022.10.058
Beltran, C. F. T., Ibañez, E. D. V, Orejuela, V. M., & García Henao, J. A. (2022). A Machine Learning-Based Missing Data Imputation with FHIR Interoperability Approach in Sepsis Prediction. In N. P., B. H. C.J., O. C., & G. G. (Eds.), Communications in Computer and Information Science: Vol. 1660 CCIS (pp. 116–130). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-23821-5_9
Blobel, B., Ruotsalainen, P., & Oemig, F. (2020). Why interoperability at data level is not sufficient for enabling pHealth? In B. B., L. L., P. P., & S. F. (Eds.), Studies in Health Technology and Informatics (Vol. 273, pp. 3–20). IOS Press BV. https://doi.org/10.3233/SHTI200611
Clark, T., Jones, R., Jones, L., & Pty, C. (2018). Organisational Interoperability Maturity Model for C2. Architecture.
da Silva Serapião Leal, G., Guédria, W., & Panetto, H. (2019). Interoperability assessment: A systematic literature review. Computers in Industry, 106, 111–132. https://doi.org/10.1016/j.compind.2019.01.002
Dedi, R., & Rianto Rahadi, D. (2023). Pengantar Partial Least Squares Structural Equation Model (Pls-Sem) 2023. Publisher: Lentera Ilmu MadaniISBN: 978-623-96926-3-6.
DEMİR ÖZBEK, E., YOMRALIOĞLU, T., & ATEŞ AYDAR, S. (2023). Development of Interoperability Principles for Disaster and Emergency Management System of Türkiye. International Journal of Environment and Geoinformatics, 10(4), 90–104. https://doi.org/10.30897/ijegeo.1396579
Durairaj, M., & Hirudhaya Mary Asha, J. (2020). Interoperability in Smart Living Network—A Survey. In B. V., C. J., & T. J.M.R.S. (Eds.), Lecture Notes in Electrical Engineering (Vol. 637, pp. 69–79). Springer. https://doi.org/10.1007/978-981-15-2612-1_7
Furht, B., & Villanustre, F. (2020). Big data technologies and applications. In Big Data Technologies and Applications. https://doi.org/10.1007/978-3-319-44550-2
Ghozali, I. (2016). Aplikasi Analisis Multivariete Dengan Program IBM SPSS 23. Edisi 8. Semarang: Badan Penerbit Universitas Dipo.
Guédria, W., Naudet, Y., & Chen, D. (2022). Maturity model as decision support for enterprise interoperability. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7046 LNCS, 604–608. https://doi.org/10.1007/978-3-642-25126-9_73
Gurley, J., Hays, L., Ridley, D., Austin, Z., Thomas, N., Hankins, L., Borgnino, A., & Perez, J. (2022). Interoperability of System Protection Software. 2022 75th Annual Conference for Protective Relay Engineers, CPRE 2022. https://doi.org/10.1109/CPRE55809.2022.9776560
Hadju, V. A., Gorontalo, U. N., Aulia, U., & Gorontalo, U. N. (2022). Desain Penelitian Mixed Method (Issue November).
Handayani, R. (2022). The Effect of Leadership Style and Work Discipline on Employee Performance at PT Indonesia Nippon Seiki Cikande Serang. PINISI Discretion Review, 3(1), 53. https://doi.org/10.26858/pdr.v3i1.13272
Harwanto, I. M., & Hidayanto, A. N. (2022). Data Governance Maturity Assessment: A Case Study Directorate General of Corrections. 2022 International Conference on ICT for Smart Society (ICISS), 1–6. https://doi.org/10.1109/ICISS55894.2022.9915243
Hogie, L. (2023). A Decentralized Web Service Infrastructure for the Interoperability of Applications in Multihop Dynamic Networks. Proceedings - 2023 6th Conference on Cloud and Internet of Things, CIoT 2023, 211–218. https://doi.org/10.1109/CIoT57267.2023.10084876
Jackson, E. B., Kivimäki, P., Pappel, I., & Yahia, S. B. (2023). Exploring EU e-Delivery Integration for Enabling Interregional Innovation through the SilverHub Platform. In C. D.D. (Ed.), ACM International Conference Proceeding Series (pp. 172–179). Association for Computing Machinery. https://doi.org/10.1145/3598469.3598488
Jia, X., Xu, J., Han, M., Zhang, Q., Zhang, L., & Chen, X. (2023). International Standardization of Blockchain and Distributed Ledger Technology: Overlaps, Gaps and Challenges. CMES - Computer Modeling in Engineering and Sciences, 137(2), 1491–1523. https://doi.org/10.32604/cmes.2023.026357
Jogjaprov.go.id. (2022). DIY Raih Penghargaan IPK 2021 Kategori Perencanaan Dan Tenaga Kerja Terbaik. https://jogjaprov.go.id/berita/diy-raih-penghargaan-ipk-2021-kategori-perencanaan-dan-tenaga-kerja-terbaik
Kadar, M. (2022). Assessement of Enterprise Interoperability Maturity Level through Generative and Recognition Mo. International Journal of Economics and Statistics, 10, 133–140. https://doi.org/10.46300/9103.2022.10.21
Karkin, N., & Janssen, M. (2020). Structural changes driven by e-petitioning technology: changing the relationship between the central government and local governments. Information Technology for Development, 26(4), 837–855. https://doi.org/10.1080/02681102.2020.1742078
Kemnaker.go.id. (2021). Mulai dari sini, Satu Data Ketenagakerjaan. https://satudata.kemnaker.go.id/
Lagally, M., & McCool, M. (2022). IoT Interoperability with W3C Web of Things. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC. https://doi.org/10.1109/CCNC49033.2022.9700546
Lin, P., Hu, C., Xie, W., & Yu, J. (2022). Interoperability Research and Experiments in 4G/5G Netwok. 2022 4th International Conference on Communications, Information System and Computer Engineering, CISCE 2022, 275–279. https://doi.org/10.1109/CISCE55963.2022.9851126
Lips, S., Aas, K., Pappel, I., & Draheim, D. (2019). Designing an Effective Long-Term Identity Management Strategy for a Mature e-State. In K. A., F. E., A.-K. G., K. I., & T. A.M. (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Vol. 11709 LNCS (pp. 221–234). Springer. https://doi.org/10.1007/978-3-030-27523-5_16
Margariti, V., Anagnostopoulos, D., Papastilianou, A., Stamati, T., & Angeli, S. (2020). Assessment of organizational interoperability in e-Government: A new model and tool for assessing organizational interoperability maturity of a public service in practice. ACM International Conference Proceeding Series, 298–308. https://doi.org/10.1145/3428502.3428544
Margariti, V., Stamati, T., Anagnostopoulos, D., Nikolaidou, M., & Papastilianou, A. (2022). A holistic model for assessing organizational interoperability in public administration. Government Information Quarterly, 39(3), 101712. https://doi.org/https://doi.org/10.1016/j.giq.2022.101712
Marlini Septi. (2020). Kebijakan Pemerintah Indonesia Dalam Mengatasi Masalah Pengangguran Akibat Pandemi Covid 19. International Conference on The Teaching of English and Literature, 1(1), 46–50.
Mohamed, A. A. D., Abdelwahab, A. R., Alkhateeb, Y. M., Alrababah, O., Agarwal, P., & Abu Salim, T. (2022). Characteristics of Blockchain and Smart Services, for Smart Governments: A systematic review of the literature. International Journal of Information Systems and Project Management, 10(3), 30–55. https://doi.org/10.12821/ijispm100302
Niswaty, R., Hidayat, A., & Akib, H. (2022). The Effect of Administrative Performance on Service Quality at SMA Negeri 2 Parepare. Pinisi Journal of Education and Management, 1(1), 21. https://doi.org/10.26858/pjoem.v1i1.32690
Niu, L. (2021). Insights and U.S. GPS International Cooperation Under Legal Regulation. In Y. C. & X. J. (Eds.), Lecture Notes in Electrical Engineering: Vol. 774 LNEE (pp. 598–606). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-16-3146-7_56
Nurbaya, N., Satrya, A., & Sekarwinahyu, M. (2022). The influence of individual characteristics and leadership styles on the commitment and performance of State Civil Apparatus. Ekspose: Jurnal Penelitian Hukum Dan Pendidikan, 21(2), 1400–1406. https://doi.org/10.30863/ekspose.v21i2.3136
Pamungkas, Y., Santoso, A. B., Ashari, B., Sensuse, D. I., Mishbah, M., & Meiyanti, R. (2019). Evaluation of interoperability maturity level: Case study Indonesian directorate general of tax. Procedia Computer Science, 157, 543–551. https://doi.org/10.1016/j.procs.2019.09.012
Panayiotou, N. A., & Stavrou, V. P. (2021). Government to business e-services – A systematic literature review. Government Information Quarterly, 38(2). https://doi.org/10.1016/j.giq.2021.101576
Petullo, W. M., & Suh, J. (2015). On the Generality and Convenience of Etypes. 2015 IEEE Security and Privacy Workshops, 117–124. https://doi.org/10.1109/SPW.2015.16
Piroumian, V. (2021). Digital Twins: Universal Interoperability for the Digital Age. Computer, 54(1), 61–69. https://doi.org/10.1109/MC.2020.3032148
Postół, M. (2020). Object-oriented internet reactive interoperability. In K. V.V., Z. G., L. M.H., S. P.M.A., S. P.M.A., S. P.M.A., D. J.J., B. S., & T. J. (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Vol. 12141 LNCS (pp. 409–422). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-50426-7_31
Rahmad Solling Hamid. (2017). Structural Equation Modeling (SEM) Berbasis Varian.
Rakhmawati, P. U., & Farosanti, L. (2023). Analisis Maturity Level Framework Itil V3 Service Design Teknologi Informasi Akademik Universitas Pgri Wiranegara. Insand Comtech : Information Science and Computer Technology Journal, 8(1). https://doi.org/10.53712/jic.v8i1.1883
Sakir, S., Bhakti Gusti Walinegoro, & Herpita Wahyuni. (2022). Designing a Village Information System Through Social Media Schemes and Website Prototypes in Trimulyo Village, Yogyakarta. Kaibon Abhinaya : Jurnal Pengabdian Masyarakat, 4(2), 148–155. https://doi.org/10.30656/ka.v4i2.4191
Sarkar, I. N. (2022). Transforming Health Data to Actionable Information: Recent Progress and Future Opportunities in Health Information Exchange. Yearbook of Medical Informatics, 31(1), 203–214. https://doi.org/10.1055/s-0042-1742519
Sauser, B. (2023). Risk and system maturity: TRLs and SRLs in risk management. In Systems Engineering for the Digital Age: Practitioner Perspectives (pp. 435–461). wiley. https://doi.org/10.1002/9781394203314.ch20
Sekaran, U. & Bougie, R. J. (2016). Research Methods for Business: A skill Building Approach. 7th Edition, John Wiley & Sons Inc. New York, US.
Shehzad, H. M. F., Ibrahim, R. B., Yusof, A. F., Khaidzir, K. A. M., Iqbal, M., & Razzaq, S. (2021). The role of interoperability dimensions in building information modelling. Computers in Industry, 129. https://doi.org/10.1016/j.compind.2021.103444
Sinaci, A. A., Gencturk, M., Teoman, H. A., Erturkmen, G. B. L., Alvarez-Romero, C., Martinez-Garcia, A., Poblador-Plou, B., Carmona-Pírez, J., Löbe, M., & Parra-Calderon, C. L. (2023). A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study. Journal of Medical Internet Research, 25. https://doi.org/10.2196/42822
Sofyan, Y., Saputra, Y. M., & Subarjah, H. (2022). The Influence of Command Teaching Style on Learning Outcomes of Futsal Game Skills. JUARA : Jurnal Olahraga, 7(3 SE-Articles). https://doi.org/10.33222/juara.v7i3.2279
Sugiyono. (2011). Metode Penelitian Kuantitatif, Kualitatif dan R&D. Bandung: Alfabeta.
Teixeira, B., Silva, F., Pinto, T., Santos, G., Praca, I., & Vale, Z. (2018). TOOCC: Enabling heterogeneous systems interoperability in the study of energy systems. IEEE Power and Energy Society General Meeting, 2018-Janua, 1–5. https://doi.org/10.1109/PESGM.2017.8274338
Venâncio, A. L. A. C., de Freitas Rocha Loures, E., Deschamps, F., dos Santos Justus, A., Lumikoski, A. F., & Brezinski, G. L. (2022). Technology prioritization framework to adapt maintenance legacy systems for Industry 4.0 requirement: An interoperability approach. Production, 32. https://doi.org/10.1590/0103-6513.20210035
Verdonik, D. (2010). Between understanding and misunderstanding. Journal of Pragmatics, 42(5), 1364–1379. https://doi.org/10.1016/j.pragma.2009.09.007
Wahyuni, H., Mutiarin, D., Kumorotomo, W., & Pribadi, U. (2023). Maturity of Employment Data Interoperability in supporting One Employment Data at the Ministry and Regional Government Level. Jurnal Studi Pemerintahan, 14(3), 326–346. https://doi.org/10.18196/jsp.v14i3.325
Wahyuni, H., Mutiarin, D., Pribadi, U., Syakiran, N., Ismail, A., Purnomo, E. P., & Kumorotomo, W. (2024). Maturity of data interoperability cross- organizations in supporting the concept of one employment data at the ministry and regional government levels. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2024.2407936
Woods, L., Dendere, R., Eden, R., Grantham, B., Krivit, J., Pearce, A., McNeil, K., Green, D., & Sullivan, C. (2023). Perceived Impact of Digital Health Maturity on Patient Experience, Population Health, Health Care Costs, and Provider Experience: Mixed Methods Case Study. Journal of Medical Internet Research, 25. https://doi.org/10.2196/45868
Zheng, Y., Merchant, A., Laninga, J., Xiang, Z. X., Alshaebi, K., Arellano, N., Romaniuk, H., Fai, S., & Sun, D. H. (2023). Comparison of characteristics of BIM visualization and interactive application based on webgl and game engine. In T. G., B. C., B. V., F. F., S. A., P. E.I., P. M., & S. G. (Eds.), International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives (Vol. 48, Issues M-2–2023, pp. 1671–1677). International Society for Photogrammetry and Remote Sensing. https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1671-2023











