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Latent and Manifest Variables of the PLS-SEM Model Used in Measuring the Effect of Production Facilities Layout Re-Planning in Shipyard Support Manufacturing Companies


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DOI: https://doi.org/10.15866/iremos.v16i4.23914

Abstract


It is necessary to conduct a study to determine employee perceptions regarding the effect of re-planning the layout of production facilities on company productivity and performance. This will be one of the company's considerations in deciding the implementation of the rearrangement of the layout of its production facilities. This study aims to analyze the measurement model and the relationship between variables used to determine the perceptions of employees of PT. Dua Sahabat Group (a manufacturing company supporting the shipbuilding industry) regarding the effect of re-layout production facilities on company productivity and performance. The relationship between latent variables and manifest variables has been analyzed by using Partial Least Squares-Structural Equation Modeling (PLS-SEM). The test results show that the Composite Reliability (CR) value is above 0.7 and the Average Variance Extracted (AVE) value for the variables X1-X6, Y1 and Y2 is above 0.5, meaning that these variables meet the requirements. The results of this study indicate that the measurement model analysis has good characteristics and meets the requirements, so that it can proceed to the next structural model analysis stage.
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Keywords


Layout; Production Facilities; Productivity; Performance; PLS-SEM

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References


Priya, R.S. and Aroulmoji, V., A review on productivity and its effect in industrial manufacturing, International Journal for Advanced Science and Engineering, Vol 6 No.4, 2020 pp.1490-1499.
https://doi.org/10.29294/IJASE.6.4.2020.1490-1499

Viviani, C.A., Bravo, G., Lavallière, M., Arezes, P.M., Martínez, M., Dianat, I., Bragança, S. and Castellucci, H.I., Productivity in older versus younger workers: A systematic literature review, Work, Vol. 68 No. 3, 2021, pp.577-618.
https://doi.org/10.3233/WOR-203396

Deswanti, A.I., Novitasari, D., Asbari, M. and Purwanto, A., The Influence of Education Level and Work Experience on Employee Performance: Narrative Literature Review, Journal of Information Systems and Management (JISMA), Vol. 2 No. 3, 2023, pp.34-40.

Asiri, S., The Advantages and Disadvantages of Bureaucratic Structure in Healthcare Organizations, (2020) International Journal of Management - Theory and Applications (IREMAN), 8 (1), pp. 1-8.

Ait El Maalem, L., Ech-Chhibat, E., Ouajji, H., Performance Improvement by Total Productive Maintenance Implementation: Case of a Cable Company, (2021) International Review of Mechanical Engineering (IREME), 15 (4), pp. 197-208.
https://doi.org/10.15866/ireme.v15i4.20711

Tarigan, U., Ishak, A., Simanjuntak, L.S., Rizkya, I., Putri, K.S. and Tarigan, U.P.P., Facility Layout Redesign with Static Facility Layout Planning (SFLP) and Dynamic Facility Layout Planning (DFLP) at Convection and Computer Embroidery Industry, In IOP Conference Series: Materials Science and Engineering Vol. 1003, No. 1, December 2020, p. 012033. IOP Publishing.
https://doi.org/10.1088/1757-899X/1003/1/012033

Daissurur, M.L., Layout Design with Systematic Layout Planning Method, Prosiding Sains dan Teknologi, Vol. 2 No. 1, 2023 pp.400-405.

Hartari, E. and Herwanto, D., Work Station Layout Design Using Systematic Layout Planning Method, Journal of Engineering Media and Industrial Systems, Vol. 5 No. 2, 2021, pp.118-125.
https://doi.org/10.35194/jmtsi.v5i2.1480

Muslim, D. dan Anita I., 2018. Proposed Improvement of Facility Layout for Optimizing Distance and Material Handling Costs with a Systematic Layout Planning (SLP) Approach at PT Transplant Indonesia, Journal of Engineering Media and Industrial Systems, Vol. 2 No. 1, 2018, pp. 45-52.
https://doi.org/10.35194/jmtsi.v2i1.327

Dwisetiono, D., Marjono, M., Wike, W., Wahyudi, S., Karyatanti, I., Facility Layout Improvement in Shipyard Support Industries with Systematic Layout Planning to Increase Productivity, (2023) International Journal on Engineering Applications (IREA), 11 (4), pp. 249-258.
https://doi.org/10.15866/irea.v11i4.23732

Totare, N., Bindu, S., Total Factor Productivity Analysis in the Regime of Multi-Year Tariff Policy Using Fisher Index Method, (2021) International Review of Electrical Engineering (IREE), 16 (2), pp. 127-135.
https://doi.org/10.15866/iree.v16i2.18976

Putri, R.E. and Ismanto, W., The Effect of Facility Layout Redesign in 5S-Based Operational Areas for Submission of Business Capital, Journal Dimension, Vol. 8 No. 1, 2019, pp.71-89.

Liu, J., Yi, Y. and Wang, X., Exploring factors influencing construction waste reduction: A structural equation modeling approach, Journal of Cleaner Production, 276, 2020, p.123185.
https://doi.org/10.1016/j.jclepro.2020.123185

Mun'im, Analysis of Salt Farmers Business and Its Role and Economy in 2012 (Case Study of PUGAR Salt Farmers) Jakarta, Journal of Social and Economics of Marine Fisheries, Vol. 10 No. 2, 2015, 217-228.

Jaya, IGNM dan Sumertajaya, IM, Structural equation modeling with partial least squares, National Seminar on Mathematics and Mathematics Education, 1, 2008, pp. 118-132.

Haryono, S., SEM method for management research with AMOS 22.00, LISREL 8.80 and Smart PLS 3.0, (Badan Penerbit PT., 2016).

Ghozali, Imam., Structural Equation Modeling with Alternative Method Partial Least Squares (PLS), Fifth Edition, (Badan Penerbit Universitas Diponegoro, 2021).

Rusmana, A.W. and Setyawan, I., Effect of Supply Chain Integration on Supply Chain Performance, Journal of Business, Logistics and Supply Chain (BLOGCHAIN), Vol. 1 No. 2, 2021, pp.67-76.
https://doi.org/10.55122/blogchain.v1i2.329

Ismagilov, F., Vavilov, V., Valiev, R., Urazbakhtin, R., FMEA Application in the Design and Manufacture of Modern and Advanced Electrical Machines, (2021) International Review of Aerospace Engineering (IREASE), 14 (3), pp. 147-158.
https://doi.org/10.15866/irease.v14i3.19644

Haekal, J. and Adi, D., Planning of production facilities layouts in home industry with the systematic layout planning method, International Journal of Innovative Science, Engineering & Technology, Vol. 7 No. 10, 2020, pp.147-153.

Dewanto, M.F.P., Analysis of the Effect of Factory Layout and Production Scheduling on the Smooth Production Process at PT. Cokro Joyo Mitra Tani, Thesis, Indonesian Islamic University, Yogyakarta, 2021.

Sutrisno, T., The Influence of Machine Layout and Physical Work Environment on Production Department Employee Productivity (study at PT. Unilever Indonesia, Tbk TBB Factory), Thesis, Pelita Bangsa College of Economics, 2017.

Nabawi, R., The influence of the work environment, job satisfaction and workload on employee performance, Maneggio: Scientific Journal of Master of Management, Vol. 2 No. 2, 2020, pp.170-183.

Djuwanda, A., Nuradhi, L.M. and Rahadiyanti, M., Architectural Design of Interior Co-Working Spaces that Apply the Concept of Layout Flexibility, Aksen: Journal of Design and Creative Industry, Vol. 3 No. 2, 2019, pp.5-24.
https://doi.org/10.37715/aksen.v3i2.802

Sedarmayanti, Human Resources and Work Productivity, 3rd edition. (Bandung: CV. Mandar Maju, 2009).

Heizer, J. and Barry, R., Operations Management 7th edition, translator: Dwianoegrahwati S dan Indra Almahdy, (Jakarta, Salemba Empat, 2005).

Nasution, M. Nur, Total Quality Management, (Jakarta: Ghalia Indonesia, 2005).

Hermanto, Y.B., The Influence of Motivation, Leadership, Work Environment and Compensation on the Competence and Performance of Permanent High School Teachers: Studies at the Yohannes Gabriel Foundation, Surabaya Diocese BIP's JURNAL BISNIS PERSPEKTIF, 5(1), 2013, pp.13-43.
https://doi.org/10.37477/bip.v5i1.124

Surjosuseno, D., The Effect of Work Environment and Work Motivation on Employee Performance in the Production Section of UD Ada Plastic Factory, Agora, Vol. 3 No. 2, 2015, pp.175-179.

Fauziyah, A., Djaelani, A.Q. and Slamet, A.R., The Influence of Work Environment, Occupational Health and Safety on Employee Work Productivity (Study on Production Department Employees of PT. Berlina Tbk Pandaan), Scientific Journal of Management Research, Vol. 7 No. 2, 2018, pp 60-73.

Solihin, M., Ratmono, D., SEM-PLS Analysis With Warppls 3.0 For Nonlinear Relations In Social And Business Research, (Yogyakarta: Andi Publisher, 2013).

Rosana, N., Harahab, N., Ciptadi, G., Kurniawan, A., Rifandi, S., Mukminin, A. and Prasita, V.D., Latent and Manifest Variables of PLS-SEM Model in the Decision Making of PIKNET Sound Wave-Based Attractor Innovation by Fishermen in Bulak Sub-District, Surabaya, Indonesia. Pertanika Journal of Science & Technology, Vol. 31 No. 1, 2023, pp. 373-388.
https://doi.org/10.47836/pjst.31.1.22

Nurwullan, E., & Suharno, N. T., Partial least square application in testing the implications of network cooperation and innovation for soybean processing micro and small enterprises, Journal of Agricultural Informatics, Vol. 24 No. 2, 2015, pp. 205-214.
https://doi.org/10.21082/ip.v24n2.2015.p205-214

Maulida, I.S., Moehaditoyo, S.H. and Nugroho, M., Financial ratio analysis for predicting financial distress in manufacturing companies listed on the Indonesian Stock Exchange 2014-2016. Scientific Journal of Business Administration and Innovation, Vol. 2 No. 1, 2018, pp.180-194.

Nuryanti, Y., Novitasari, D., Nugroho, Y.A., Fauji, A., Gazali, G. and Asbari, M., Improving Lecturer Organizational Commitment: Analysis of the Influence of Higher Education Leadership and Lecturer Intrinsic & Extrinsic Satisfaction, EduPsyCouns: Journal of Education, Psychology and Counseling, Vol. 2 No. 1, 2020, pp.561-581.

Samara, Aldi and Susanti, Metta., The Effect of Profitability, Leverage, Liquidity, Company Size on Firm Value in Manufacturing Companies in the Consumer Goods Industry Sector, Pharmaceutical Sub-Sector Listed on the Indonesia Stock Exchange, Journal of Computer Science and Business, Vol. XII, No, 2A, December 2021, pp. 14-25.

Adjam, F.A., Tentama, F. and Yuliasesti, E., Testing the validity and reliability of the organizational commitment construct, Proceedings of the National Seminar on the Master of Psychology at Ahmad Dahlan University, November 2019, pp. 127-134.

Aprilisa, S., Samsuryadi, S. and Sukemi, S., Testing the Validity and Reliability of the UTAUT 2 and EUCS Models in Academic Information Systems. Journal of Informatics Media BUDIDARMA, Vol. 5 No. 3, 2021, pp.1124-1132.
https://doi.org/10.30865/mib.v5i3.3074


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