Skip to main content

2011 | OriginalPaper | Buchkapitel

2. Preparation of the Analysis

verfasst von : Armando Luis Vieira

Erschienen in: Interactive LISREL in Practice

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This chapter describes the SEM analysis preparation procedures, including the choice of the input matrix and estimation technique, the selection of goodness-of-fit-indices, as well as a step-by-step, annotated illustration of how to conduct normality tests.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
The molar level refers to latent variables, also referred to as “molar variables”, and the molecular level refers to observed variables, also referred to as “molecular variables” (Hunter and Gerbing 1982, p. 270).
 
Literatur
Zurück zum Zitat J.C. Anderson, D.W. Gerbing, Structural equation modeling in practice: a review and recommended two-step approach. Psychol. Bull. 103(3), 411–423 (1988)CrossRef J.C. Anderson, D.W. Gerbing, Structural equation modeling in practice: a review and recommended two-step approach. Psychol. Bull. 103(3), 411–423 (1988)CrossRef
Zurück zum Zitat E. Anderson, L.M. Lodish, B. Weitz, Resource allocation behavior in conventional channels. J. Market. Res. 24(1), 85–97 (1987)CrossRef E. Anderson, L.M. Lodish, B. Weitz, Resource allocation behavior in conventional channels. J. Market. Res. 24(1), 85–97 (1987)CrossRef
Zurück zum Zitat R.P. Bagozzi, T.F. Heatherton, A general approach to representing multifaceted personality constructs: application to state self -esteem. Struct. Equ. Model. 1(1), 35–67 (1994)CrossRef R.P. Bagozzi, T.F. Heatherton, A general approach to representing multifaceted personality constructs: application to state self -esteem. Struct. Equ. Model. 1(1), 35–67 (1994)CrossRef
Zurück zum Zitat R.P. Bagozzi, Y. Yi, On the evaluation of structural equation models. J. Acad. Market. Sci. 16, 74–94 (1988)CrossRef R.P. Bagozzi, Y. Yi, On the evaluation of structural equation models. J. Acad. Market. Sci. 16, 74–94 (1988)CrossRef
Zurück zum Zitat J. Barnes, J. Cote, R. Cudeck, E. Malthouse, Factor analysis—checking assumptions of normality before conducting factor analysis. J. Consum. Psychol. 10(1,2), 79–81 (2001) J. Barnes, J. Cote, R. Cudeck, E. Malthouse, Factor analysis—checking assumptions of normality before conducting factor analysis. J. Consum. Psychol. 10(1,2), 79–81 (2001)
Zurück zum Zitat H. Baumgartner, C. Homburg, Applications of structural equation modeling in marketing and consumer research: a review. Int. J. Res. Mark. 13, 139–161 (1996)CrossRef H. Baumgartner, C. Homburg, Applications of structural equation modeling in marketing and consumer research: a review. Int. J. Res. Mark. 13, 139–161 (1996)CrossRef
Zurück zum Zitat J. Benson, D.L. Bandalos, Second-order confirmatory factor analysis of the reactions to tests scale with cross-validation. Multivar. Behav. Res. 27(3), 459–487 (1992)CrossRef J. Benson, D.L. Bandalos, Second-order confirmatory factor analysis of the reactions to tests scale with cross-validation. Multivar. Behav. Res. 27(3), 459–487 (1992)CrossRef
Zurück zum Zitat P. Bentler, R.P. Bagozzi, R. Cudeck, D. Iacobucci, Structural equation modeling—SEM using correlation or covariance matrices. J. Consum. Psychol. 10(1,2), 85–87 (2001) P. Bentler, R.P. Bagozzi, R. Cudeck, D. Iacobucci, Structural equation modeling—SEM using correlation or covariance matrices. J. Consum. Psychol. 10(1,2), 85–87 (2001)
Zurück zum Zitat K.A. Bollen, Structural equations with latent variables (Wiley, New York, 1989)MATH K.A. Bollen, Structural equations with latent variables (Wiley, New York, 1989)MATH
Zurück zum Zitat G. Churchill, Marketing Research: Methodological Foundations (Dryden Press, Orlando, 1999) G. Churchill, Marketing Research: Methodological Foundations (Dryden Press, Orlando, 1999)
Zurück zum Zitat J. Cortina, G. Chen, W. Dunlap, Testing interaction effects in LISREL: examination and illustration of available procedures. Org. Res. Methods 4(4), 324–360 (2001)CrossRef J. Cortina, G. Chen, W. Dunlap, Testing interaction effects in LISREL: examination and illustration of available procedures. Org. Res. Methods 4(4), 324–360 (2001)CrossRef
Zurück zum Zitat J. Cote, R. Netemeyer, P. Bentler, Structural equation modeling—improving model fit by correlating errors. J. Consum. Psychol. 10(1, 2), 87–88 (2001) J. Cote, R. Netemeyer, P. Bentler, Structural equation modeling—improving model fit by correlating errors. J. Consum. Psychol. 10(1, 2), 87–88 (2001)
Zurück zum Zitat A. Diamantopoulos, J. Siguaw, Introducing LISREL (SAGE, London, 2000) A. Diamantopoulos, J. Siguaw, Introducing LISREL (SAGE, London, 2000)
Zurück zum Zitat W.R. Dillon, R.P. McDonald, D. Iacobucci, Measurement—how to combine multiple items into a composite measure. in ed. by D. Iacobucci J. Consum. Psychol. 10(1&2), pp. 55–59 (2001) W.R. Dillon, R.P. McDonald, D. Iacobucci, Measurement—how to combine multiple items into a composite measure. in ed. by D. Iacobucci J. Consum. Psychol. 10(1&2), pp. 55–59 (2001)
Zurück zum Zitat M. Du Toit, S. Du Toit Interactive LISREL: User’s Guide. (Scientific Software International, Lincolnwood, 2001) M. Du Toit, S. Du Toit Interactive LISREL: User’s Guide. (Scientific Software International, Lincolnwood, 2001)
Zurück zum Zitat J. Gassenheimer, J.D. Davis, R. Dahlstrom, Is dependent what we want to be? J. Retail. 74(2), 247–271 (1998)CrossRef J. Gassenheimer, J.D. Davis, R. Dahlstrom, Is dependent what we want to be? J. Retail. 74(2), 247–271 (1998)CrossRef
Zurück zum Zitat T. Grapentine, Dimensions of an attribute. Market. Res. 7(3), 19–27 (1995) T. Grapentine, Dimensions of an attribute. Market. Res. 7(3), 19–27 (1995)
Zurück zum Zitat P.E. Green, D.T. Tull, G. Albaum, Research for Marketing Decisions, 5th edn. (Prentice Hall, New Jersey, 1988)MATH P.E. Green, D.T. Tull, G. Albaum, Research for Marketing Decisions, 5th edn. (Prentice Hall, New Jersey, 1988)MATH
Zurück zum Zitat J. Hair, R. Anderson, R. Tatham, W. Black, Multivariate Data Analysis, 5th edn. (Prentice Hall International, London, 1998) J. Hair, R. Anderson, R. Tatham, W. Black, Multivariate Data Analysis, 5th edn. (Prentice Hall International, London, 1998)
Zurück zum Zitat J.E. Hunter, D.W. Gerbing in Unidimensional Measurement, Second-Order Factor Analysis, and Causal Models ed. by B.M. Staw, L.L. Cummings. Research in Organizational Behavior (JAI Press, Greenwich, 1982) J.E. Hunter, D.W. Gerbing in Unidimensional Measurement, Second-Order Factor Analysis, and Causal Models ed. by B.M. Staw, L.L. Cummings. Research in Organizational Behavior (JAI Press, Greenwich, 1982)
Zurück zum Zitat K. Jöreskog, D. Sörbom, PRELIS 2: User’s Reference Guide (Scientific Software International, Lincolnwood, 2002) K. Jöreskog, D. Sörbom, PRELIS 2: User’s Reference Guide (Scientific Software International, Lincolnwood, 2002)
Zurück zum Zitat K. Jöreskog, D. Sörbom, S. Du Toit, M. Du Toit, LISREL 8: New Statistical Features (Scientific Software International, Lincolnwood, 2001) K. Jöreskog, D. Sörbom, S. Du Toit, M. Du Toit, LISREL 8: New Statistical Features (Scientific Software International, Lincolnwood, 2001)
Zurück zum Zitat T. Kinnear, J. Taylor, Marketing Research: An Applied Approach (McGraw-Hill, New York, 1991) T. Kinnear, J. Taylor, Marketing Research: An Applied Approach (McGraw-Hill, New York, 1991)
Zurück zum Zitat R.C. MacCallum, M.W. Browne, H.M. Sugawara, Power analysis and determination of sample size for covariance structure modeling. Psychol. Methods 1(2), 130–149 (1996)CrossRef R.C. MacCallum, M.W. Browne, H.M. Sugawara, Power analysis and determination of sample size for covariance structure modeling. Psychol. Methods 1(2), 130–149 (1996)CrossRef
Zurück zum Zitat N.K. Malhotra, Marketing Research: An Applied Orientation (Prentice Hall, New Jersey, 1996) N.K. Malhotra, Marketing Research: An Applied Orientation (Prentice Hall, New Jersey, 1996)
Zurück zum Zitat Ping Jr, RA On assuring valid measures for theoretical models using survey data. J. Bus. Res. 57, 125–141 (2004)CrossRef Ping Jr, RA On assuring valid measures for theoretical models using survey data. J. Bus. Res. 57, 125–141 (2004)CrossRef
Zurück zum Zitat D. Powers, Y. Xie, Statistical Methods for Categorical Data Analysis (Academic Press, London, 2000) D. Powers, Y. Xie, Statistical Methods for Categorical Data Analysis (Academic Press, London, 2000)
Zurück zum Zitat J. Steenkamp, H. van Trijp, The use of LISREL in validating marketing constructs. Int J Res Mark 8, 283–299 (1991)CrossRef J. Steenkamp, H. van Trijp, The use of LISREL in validating marketing constructs. Int J Res Mark 8, 283–299 (1991)CrossRef
Zurück zum Zitat D.L. Streiner, The case of the missing data: methods of dealing with dropouts and other research Vagaries. Can. J. Psychiatr. 47(1), 70–77 (2002) D.L. Streiner, The case of the missing data: methods of dealing with dropouts and other research Vagaries. Can. J. Psychiatr. 47(1), 70–77 (2002)
Zurück zum Zitat P. Von Hippel, Biases in SPSS 12.0 missing value analysis. Am. Stat. 58(2), 160–164 (2004)CrossRef P. Von Hippel, Biases in SPSS 12.0 missing value analysis. Am. Stat. 58(2), 160–164 (2004)CrossRef
Metadaten
Titel
Preparation of the Analysis
verfasst von
Armando Luis Vieira
Copyright-Jahr
2011
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-18044-6_2

Premium Partner