IDEAS home Printed from https://ideas.repec.org/a/spr/sjobre/v58y2006i1d10.1007_bf03371643.html
   My bibliography  Save this article

Varianz- und kovarianzbasierte Strukturgleichungsmodelle — Ein Leitfaden zu deren Spezifikation, Schätzung und Beurteilung

Author

Listed:
  • Andreas Herrmann

    (Universität St. Gallen)

  • Frank Huber

    (Universität Mainz)

  • Frank Kressmann

    (Universität Mainz)

Abstract

Zusammenfassung Seit Mitte der 80er Jahre gewinnen Strukturgleichungsmodeile in der betriebswirtschaftlichen Forschung an Bedeutung. Jüngste Veröffentlichungen untermauern jedoch deren oftmals fälschliche Anwendung bzw. die Fehlkonzeption des überprüften Modells. Nicht zuletzt erschwert die etablierte, auf kovarianzbasierten Verfahren beruhende Software LISREL die häufig notwendige, jedoch unterlassene Einbindung formativ erfasster Modellkonstrukte. Das varianzbasierte Strukturgleichungsverfahren PLS (partial least squares) weist eine Vielzahl von günstigen Eigenschaften gegenüber kovarianzbasierten Verfahren auf, so auch die problemlose Einbindung formativ erhobener latenter Variablen. Das Hauptargument des Beitrags besteht deshalb darin, einen Leitfaden zur Modellkonzeption, Konstruktoperationalisierung und Auswahl des angemessenen Prüfverfahrens sowie entsprechender Prüfkriterien zu entwickeln, wobei insbesondere die Operationalisierung von nicht beobachtbaren Variablen mittels formativer Indikatoren eine detaillierte Erörterung erfährt.

Suggested Citation

  • Andreas Herrmann & Frank Huber & Frank Kressmann, 2006. "Varianz- und kovarianzbasierte Strukturgleichungsmodelle — Ein Leitfaden zu deren Spezifikation, Schätzung und Beurteilung," Schmalenbach Journal of Business Research, Springer, vol. 58(1), pages 34-66, February.
    • Handle: RePEc:spr:sjobre:v:58:y:2006:i:1:d:10.1007_bf03371643
    DOI: 10.1007/BF03371643
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/BF03371643
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1007/BF03371643?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Dijkstra, Theo, 1983. "Some comments on maximum likelihood and partial least squares methods," Journal of Econometrics, Elsevier, vol. 22(1-2), pages 67-90.
    2. Claes Cassel & Peter Hackl & Anders Westlund, 1999. "Robustness of partial least-squares method for estimating latent variable quality structures," Journal of Applied Statistics, Taylor & Francis Journals, vol. 26(4), pages 435-446.
    3. Gerbing, David W & Anderson, James C, 1984. "On the Meaning of Within-Factor Correlated Measurement Errors," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 11(1), pages 572-580, June.
    4. Diamantopoulos, A., 2002. "Research on Forecasting," International Journal of Forecasting, Elsevier, vol. 18(3), pages 479-480.
    5. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    6. John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
    7. Segars, A. H., 1997. "Assessing the unidimensionality of measurement: a paradigm and illustration within the context of information systems research," Omega, Elsevier, vol. 25(1), pages 107-121, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dirk Totzek & Sascha Alavi, 2010. "Professionalisierung des Preismanagements auf Business-to-Business-Märkten: Die Rolle der Marktorientierung und der Unternehmenskultur," Schmalenbach Journal of Business Research, Springer, vol. 62(5), pages 533-562, August.
    2. Wolfgang Fritz & Bettina Lorenz, 2010. "Beziehungen zwischen Konsumenten und Marken — Eine empirische Analyse verschiedener Beziehungstypen —," Schmalenbach Journal of Business Research, Springer, vol. 62(4), pages 366-393, June.
    3. Sönke Albers & Lutz Hildebrandt, 2006. "Methodische Probleme bei der Erfolgsfaktorenforschung — Messfehler, formative versus reflektive Indikatoren und die Wahl des Strukturgleichungs-Modells," Schmalenbach Journal of Business Research, Springer, vol. 58(1), pages 2-33, February.
    4. Matthias H. J. Gouthier & Andreas Eggert & Felicitas Nogly, 2008. "Offshoring der Kundeninteraktion: Eine empirische Analyse der Wirkung der Sprachqualität am Beispiel von Call Centern," Schmalenbach Journal of Business Research, Springer, vol. 60(1), pages 48-70, February.
    5. Christian Homburg, 2007. "Betriebswirtschaftslehre als Empirische Wissenschaft — Bestandsaufnahme und Empfehlungen," Schmalenbach Journal of Business Research, Springer, vol. 59(56), pages 27-60, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bisbe, Josep & Batista-Foguet, Joan-Manuel & Chenhall, Robert, 2007. "Defining management accounting constructs: A methodological note on the risks of conceptual misspecification," Accounting, Organizations and Society, Elsevier, vol. 32(7-8), pages 789-820.
    2. Emilios Galariotis & Christophe Germain & Constantin Zopounidis, 2018. "A combined methodology for the concurrent evaluation of the business, financial and sports performance of football clubs: the case of France," Annals of Operations Research, Springer, vol. 266(1), pages 589-612, July.
    3. Unai Arzubiaga & Txomin Iturralde & Amaia Maseda & Josip Kotlar, 2018. "Entrepreneurial orientation and firm performance in family SMEs: the moderating effects of family, women, and strategic involvement in the board of directors," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 217-244, March.
    4. Nitzl, Christian, 2016. "The use of partial least squares structural equation modelling (PLS-SEM) in management accounting research: Directions for future theory development," Journal of Accounting Literature, Elsevier, vol. 37(C), pages 19-35.
    5. Mütterlein, Joschka & Kunz, Reinhard E. & Baier, Daniel, 2019. "Effects of lead-usership on the acceptance of media innovations: A mobile augmented reality case," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 113-124.
    6. Huber, Frank & Vollhardt, Kai & Matthes, Isabel & Vogel, Johannes, 2010. "Brand misconduct: Consequences on consumer-brand relationships," Journal of Business Research, Elsevier, vol. 63(11), pages 1113-1120, November.
    7. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
    8. von den Driesch, Till & Eva Susanne da Costa, Maika & Christina Flatten, Tessa & Brettel, Malte, 2015. "How CEO experience, personality, and network affect firms' dynamic capabilities," European Management Journal, Elsevier, vol. 33(4), pages 245-256.
    9. Teller, Christoph & Kotzab, Herbert & Grant, David B., 2012. "The relevance of shopper logistics for consumers of store-based retail formats," Journal of Retailing and Consumer Services, Elsevier, vol. 19(1), pages 59-66.
    10. Christina Boedker & Kar Ming Chong, 2022. "The mediating role of accounting controls between supervisors' empowering leadership style and subordinates' creativity and goal productivity," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4587-4614, December.
    11. Sven Heidenreich & Katrin Talke, 2012. "Tarifwahl-Anomalien bei optionalen Mobilfunktarifen — Eine Analyse der Ursachen von Flatrate-Präferenz und Flatrate-Bias," Schmalenbach Journal of Business Research, Springer, vol. 64(3), pages 280-307, May.
    12. Peters, Matt D. & Wieder, Bernhard & Sutton, Steve G. & Wakefield, James, 2016. "Business intelligence systems use in performance measurement capabilities: Implications for enhanced competitive advantage," International Journal of Accounting Information Systems, Elsevier, vol. 21(C), pages 1-17.
    13. Anca-Otilia Dodescu & Elena-Aurelia Botezat & Alexandru Constăngioară & Ioana-Crina Pop-Cohuţ, 2021. "A Partial Least-Square Mediation Analysis of the Contribution of Cross-Campus Entrepreneurship Education to Students’ Entrepreneurial Intentions," Sustainability, MDPI, vol. 13(16), pages 1-26, August.
    14. Catherine Viot & André Le Roux & Florence Kremer, 2014. "Attitude towards the purchase of counterfeits: Antecedents and effect on intention to purchase," Post-Print halshs-02530136, HAL.
    15. Mifsud, Matthieu & Molines, Mathieu & Cases, Anne-Sophie & N'Goala, Gilles, 2019. "It's MY health care program: Enhancing patient adherence through psychological ownership," Social Science & Medicine, Elsevier, vol. 232(C), pages 307-315.
    16. John Hulland & Hans Baumgartner & Keith Marion Smith, 2018. "Marketing survey research best practices: evidence and recommendations from a review of JAMS articles," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 92-108, January.
    17. John S. Hill & Myung-Su Chae & Jinseo Park, 2012. "The Effects of Geography and Infrastructure on Economic Development and International Business Involvement," Journal of Infrastructure Development, India Development Foundation, vol. 4(2), pages 91-113, December.
    18. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    19. Hasan Al-Banna & Izra Berakon, 2024. "From bank to P2P lending: switching intention of SME’s: evidence from Indonesia," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(2), pages 568-581, June.
    20. Christian Nitzl & Wynne W. Chin, 2017. "The case of partial least squares (PLS) path modeling in managerial accounting research," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 28(2), pages 137-156, May.

    More about this item

    Keywords

    C10; M10; M30;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • M10 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - General
    • M30 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:sjobre:v:58:y:2006:i:1:d:10.1007_bf03371643. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.