Social and Management Research Quantitative Analysis for Medium Sample: Comparing of Lisrel, Tetrad, GSCA, Amos, SmartPLS, WarpPLS, and SPSS

Agus Purwanto; Masduki Asbari; Teguh Iman Santoso; Vip Paramarta; Denok Sunarsi

doi:10.26858/jiap.v10i2.22804

Social and Management Research Quantitative Analysis for Medium Sample: Comparing of Lisrel, Tetrad, GSCA, Amos, SmartPLS, WarpPLS, and SPSS

Agus Purwanto^(1*), Masduki Asbari⁽²⁾, Teguh Iman Santoso⁽³⁾, Vip Paramarta⁽⁴⁾, Denok Sunarsi⁽⁵⁾,

(1) Universitas Bina Bangsa, Indonesia AGUSPATI Research Institute, Indonesia
(2) STMIK Insan Pembangunan, Indonesia
(3) Universitas Sumatera Selatan, Indonesia
(4) Universitas Sangga Buana Bandung,, Jawa Barat, Indonesia
(5) Universitas Pamulang, Tangerang Selatan, Banten, Indonesia
(*) Corresponding Author

DOI: https://doi.org/10.26858/jiap.v10i2.22804

Abstract

The purpose of this study is to compare the results of quantitative research data processing in the social field using Lisrel, Tetrad, GSCA, SPSS, SmartPLS, WarpPLS and Amos software. This research method is quantitative and research data analysis uses the four types of software to obtain a comparison of the results of the analysis. The analysis in this study focuses on the analysis of hypothesis testing and regression analysis. Regression analysis is used to measure how much influence the independent variable has on the dependent variable. The data from this study used quantitative data derived from questionnaire data totaling 122 respondents with four research variables, namely transformational leadership variables, leader member exchange, organizational citizenship behavior and performance. Based on the results of the analysis using SPSS, SmartPLS, WarpPLS and Amos software, it was found that there was no significant difference in the significance value of p-value and t-value. There is also no significant difference in the determination value, and the correlation value in the resulting structural equation also has no significant difference in results.

Keywords

Quantitative analysis; Lisrel; Amos; SmartPLS; WarpPLS; SPSS; Social and Management Research

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References

Afthanorhan, A., Awang, Z., & Aimran, N. (2020). An extensive comparison of CB-SEM and PLS-SEM for reliability and validity. International Journal of Data and Network Science, 4(4), 357-364,

Akbar, A. (2021). Transformational Leadership with Moon Character: Empirical Evidence at STIEM Bongaya Campus. Jurnal Manajemen, 25(1), 109-124,

Ali, F., & Kim, W. G. (2015). A comparative study of CB-SEM and PLS-SEM for theory development in hospitality research. 3rd World Research Summit for Tourism and Hospitality, Orlando, FL.

Amaro, S., Abrantes, J. L., & Seabra, C. (2015). Comparing CB-SEM and PLS-SEM results: an empirical example.

Asbari, M., Hidayat, D. D., & Purwanto, A. (2021). Managing Employee Performance: From Leadership to Readiness for Change. International Journal of Social and Management Studies, 2(1), 74-85,

Asbari, M., Prasetya, A. B., Santoso, P. B., & Purwanto, A. (2021). From Creativity to Innovation: The Role of Female Employees’ Psychological Capital. International Journal of Social and Management Studies, 2(2), 66-77.

Asbari, M., Purba, J. T., Hariandja, E. S., & Sudibjo, N. (2021). From Leadership to Innovation: Managing Employee Creativity. Jurnal Manajemen Strategi Dan Aplikasi Bisnis, 4(1), 143–154, https://doi.org/https://doi.org/10,36407/jmsab.v4i1,287

Astrachan, C. B., Patel, V. K., & Wanzenried, G. (2014). A comparative study of CB-SEM and PLS-SEM for theory development in family firm research. Journal of Family Business Strategy, 5(1), 116-128.

Azzahra, S. (2021). The Influence of Role Ambiguity, Job Stress and Leadership on Job Satisfaction and Employee Turnover at PT. Bank BRI Syariah Samarinda Branch. Saudi J Bus Manag Stud, 6(1), 15-23,

Choudhary, A. I., Akhtar, S. A., & Zaheer, A. (2013). Impact of transformational and servant leadership on organizational performance: A comparative analysis. Journal of business ethics, 116(2), 433-440,

Fornell, C., & Bookstein, F. L. (1982). Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Journal of Marketing research, 19(4), 440-452,

Ghanbari, S., & Soltangholi, F. (2020). The Role of Managers’ Spiritual leadership in Teachers’ Work Engagement with Mediation of Social Capital. Jsa, 8(3), 238-215,

Goestjahjanti, S. F., Novitasari, D., Hutagalung, D., Asbari, M., & Supono, J. (2020). Impact of Talent Management, Authentic Leadership and Employee Engagement on Job Satisfaction: Evidence From South East Asian Industries. Journal of Critical Reviews, 7(19), 67-88.

Hair Jr, J. F., Matthews, L. M., Matthews, R. L., & Sarstedt, M. (2017). PLS-SEM or CB-SEM: updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107-123,

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.

Ichsan, R. N., Nasution, L., Sinaga, S., & Marwan, D. (2021). The influence of leadership styles, organizational changes on employee performance with an environment work as an intervening variable at pt. Bank sumut binjai branch. Journal of Contemporary Issues in Business and Government, 27(2), 258-264,

İşcan, Ö. F., Ersarı, G., & Naktiyok, A. (2014). Effect of leadership style on perceived organizational performance and innovation: the role of transformational leadership beyond the impact of transactional leadership–an application among Turkish SME's. Procedia-Social and Behavioral Sciences, 150, 881-889.

Jöreskog, K. G., Olsson, U. H., & Wallentin, F. Y. (2016). Multivariate analysis with LISREL. Springer.

Mohamad, M., Afthanorhan, A., Awang, Z., & Mohammad, M. (2019). Comparison between CB-SEM and PLS-SEM: Testing and confirming the maqasid syariah quality of life measurement model. The Journal of Social Sciences Research, 5(3), 608-614,

Moradi, M., & Zandipak, R. (2021). Wisdom-based management style and the structures and paths to achieve it and its relationship with transformational leadership (Case study: five star hotels in Tehran).

Nam, S. T., Kim, D. G., & Jin, C. Y. (2018). A Comparison Analysis among Structural equation modeling (AMOS, LISREL and PLS) Using the Same Data. Journal of the Korea Institute of Information and Communication Engineering, 22(7), 978-984,

Novitasari, D., Goestjahjanti, F. S., & Asbari, M. (2020). The Role of Readiness to Change between Transformational Leadership and Performance: Evidence from a Hospital during Covid-19 Pandemic. APMBA (Asia Pacific Management and Business Application), 9(1), 37–56, https://doi.org/10,21776/ub.apmba.2020,009.01,4

Novitasari, D., Siswanto, E., Purwanto, A., & Fahmi, K. (2020). Authentic Leadership and Innovation: What is the Role of Psychological Capital?. International Journal of Social and Management Studies, 1(1), 1-21,

Ong, M. H. A., & Puteh, F. (2017). Quantitative data analysis: Choosing between SPSS, PLS, and AMOS in social science research. International Interdisciplinary Journal of Scientific Research, 3(1), 14-25,

Purwanto, A. (2021). Partial Least Squares Structural Squation Modeling (PLS-SEM) Analysis for Social and Management Research : A Literature Review. Journal of Industrial Engineering & Management Research, 2(4), 114 - 123, https://doi.org/10,7777/jiemar.v2i4,168

Purwanto, A., Bernarto, I., Asbari, M., Wijayanti, L. M., & Hyun, C. C. (2020). Effect of transformational and transactional leadership style on public health centre performance. Journal of Research in Business, Economics, and Education, 2(1).

Purwanto, A., Purba,J.T, Bernarto,I., Sijabat,R.(2021). The Role of Transformational Leadership, Organizational citizenship behaviour, Innovative Work Behaviour, Quality Work Life, Digital Transformation and Leader member exchange on Universities Performance. Linguistica Antverpiensia.2021(2).2908-2932

Rigdon, E. E., Sarstedt, M., & Ringle, C. M. (2017). On comparing results from CB-SEM and PLS-SEM: Five perspectives and five recommendations. Marketing: ZFP–Journal of Research and Management, 39(3), 4-16,

Rochiyati Murniningsih, M., & Hanafi, M. (2020). The Role of Entrepreneurial Leadership and ICT in Encouraging Competitive Advantage in SME’s.

Wang, X., Wilson, J., & Li, W. (2021). An Empirical Investigation of Leadership and Human Resources Capacities as Key Actors in the Implementation of Smart Education. Education Sciences, 11(3), 138.

Wold, H. (1980). Model construction and evaluation when theoretical knowledge is scarce: Theory and application of partial least squares. In Evaluation of econometric models (pp. 47-74). Academic Press.

Zavvar, T., Homayouni, B. N., & Tanhaiyan, M. (2020). Structural Equat ion Modeling of Intellectual and Social Capital according to transformational Leadership of Tabriz Elementary Schools.

Zuhdi, Z., Suharjo, B., & Sumarno, H. (2016). Perbandingan pendugaan parameter koefisien struktural model melalui SEM dan PLS-SEM. Journal of Mathematics and Its Applications, 15(2), 11-22,