The fixed effect meta-analytic structural equation modeling (MASEM) model assumes that the population effect is homogeneous across studies. It was first developed analytically using Generalized Least Squares (GLS) and computationally using Weighted Least Square (WLS) methods. The MASEM fixed effect was not estimated analytically using the estimation method based on moment. One of the classic estimation methods based on moment is the Generalized Method of Moments (GMM), whereas GMM can possibly estimate the data whose studies has parameter uncertainty problems, it also has a high accuracy on data heterogeneity. Therefore, this study estimates the fixed effect MASEM model using GMM. The symmetry of this research is based on the proof goodness of the estimator and the performance that it is analytical and numerical. The estimation results were proven to be the goodness of the estimator, unbiased and consistent. To show the performance of the obtained estimator, a comparison was carried out on the same data as the MASEM using GLS. The results show that the estimation of MASEM using GMM yields the SE value in each coefficient is smaller than the estimation of MASEM using GLS. Interactive GMM for the determination of the optimal weight on GMM in this study gave better results and therefore needs to be developed in order to obtain a Random Model MASEM estimator using GMM that is much more reliable and accurate in performance.
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Univ Nebraska, Coll Business, Dept Management, CoB 325H,730 North 14th St,POB 880491, Lincoln, NE 68588 USAUniv Nebraska, Coll Business, Dept Management, CoB 325H,730 North 14th St,POB 880491, Lincoln, NE 68588 USA
Yu, Jia
Downes, Patrick E.
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Rutgers State Univ, Dept Human Resource Management, Piscataway, NJ USAUniv Nebraska, Coll Business, Dept Management, CoB 325H,730 North 14th St,POB 880491, Lincoln, NE 68588 USA
Downes, Patrick E.
Carter, Kameron M.
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Univ Iowa, Henry B Tippie Coll Business, Dept Management & Org, Iowa City, IA 52242 USAUniv Nebraska, Coll Business, Dept Management, CoB 325H,730 North 14th St,POB 880491, Lincoln, NE 68588 USA
Carter, Kameron M.
O'Boyle, Ernest
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Indiana Univ, Dept Management & Entrepreneurship, Bloomington, IN 47405 USAUniv Nebraska, Coll Business, Dept Management, CoB 325H,730 North 14th St,POB 880491, Lincoln, NE 68588 USA
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Univ Amsterdam, Fac Social & Behav Sci, Res Inst Child Dev & Educ, POB 15780, NL-1001 NG Amsterdam, NetherlandsUniv Amsterdam, Fac Social & Behav Sci, Res Inst Child Dev & Educ, POB 15780, NL-1001 NG Amsterdam, Netherlands
Oort, Frans J.
Jak, Suzanne
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Univ Utrecht, Utrecht, Netherlands
Natl Univ Singapore, Singapore, SingaporeUniv Amsterdam, Fac Social & Behav Sci, Res Inst Child Dev & Educ, POB 15780, NL-1001 NG Amsterdam, Netherlands
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NOVA Univ Lisbon, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, PortugalNOVA Univ Lisbon, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
Neves, Catarina
Oliveira, Tiago
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NOVA Univ Lisbon, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, PortugalNOVA Univ Lisbon, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
Oliveira, Tiago
de Oliveira Santini, Fernando
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Unisinos Univ, Unisinos Business Sch, Ave Dr Nilo Pecanha,1600-Boa Vista, BR-91330002 Porto Alegre, RS, BrazilNOVA Univ Lisbon, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
de Oliveira Santini, Fernando
Ladeira, Wagner Junior
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Unisinos Univ, Unisinos Business Sch, Ave Dr Nilo Pecanha,1600-Boa Vista, BR-91330002 Porto Alegre, RS, BrazilNOVA Univ Lisbon, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
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Univ Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, NetherlandsUniv Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, Netherlands
Jak, Suzanne
Li, Hongli
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Georgia State Univ, Dept Educ Policy Studies, Atlanta, GA 30303 USAUniv Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, Netherlands
Li, Hongli
Kolbe, Laura
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Univ Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, NetherlandsUniv Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, Netherlands
Kolbe, Laura
de Jonge, Hannelies
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Univ Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, NetherlandsUniv Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, Netherlands
de Jonge, Hannelies
Cheung, Mike W. -L.
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Natl Univ Singapore, Dept Psychol, Singapore, SingaporeUniv Amsterdam, Res Inst Child Dev & Educ, Nieuwe Achtergracht 127, NL-1018 WS Amsterdam, Netherlands
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Univ North Texas, Denton, TX USA
Univ North Texas, Dept Educ Psychol, Res Measurement & Stat, 1300 W Highland St, Denton, TX 76201 USAUniv North Texas, Denton, TX USA
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Univ Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USAUniv Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USA
Yu, Jia
Downes, Patrick E.
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Rutgers State Univ, Dept Human Resource Management, Sch Management & Labor Relat, New Brunswick, NJ 08901 USAUniv Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USA
Downes, Patrick E.
Carter, Kameron M.
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Univ Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USAUniv Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USA
Carter, Kameron M.
O'Boyle, Ernest H.
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Univ Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USAUniv Iowa, Dept Management & Org, Henry B Tippie Coll Business, W317,108 John Pappajohn Business B, Iowa City, IA 52242 USA