IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v120y2009i2p633-652.html
   My bibliography  Save this article

A paradigm for examining second-order factor models employing structural equation modeling

Author

Listed:
  • Koufteros, Xenophon
  • Babbar, Sunil
  • Kaighobadi, Mehdi

Abstract

We present here a paradigm for assessing second-order measurement models. Our approach is hierarchical in nature. We discuss the need for higher-order models from a conceptual perspective and illustrate how some common challenges in empirical research can be resolved through the deployment of higher-order modeling. Essentially, we argue that many constructs can be meaningfully described by a higher-order structure and testing for the existence of such structures requires a careful examination of alternative models. There is a need for conceptual as well as empirical support. In order to demonstrate our paradigm, we use data that relate to airline service quality. Our sample includes two databases. Responses from 170 individuals are employed for exploratory purposes and responses from 437 individuals are used for subsequent data analyses.

Suggested Citation

  • Koufteros, Xenophon & Babbar, Sunil & Kaighobadi, Mehdi, 2009. "A paradigm for examining second-order factor models employing structural equation modeling," International Journal of Production Economics, Elsevier, vol. 120(2), pages 633-652, August.
    • Handle: RePEc:eee:proeco:v:120:y:2009:i:2:p:633-652
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925-5273(09)00123-6
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pal, Raktim & Busing, Michael E., 2008. "Teaching operations management in an integrated format: Student perception and faculty experience," International Journal of Production Economics, Elsevier, vol. 115(2), pages 594-610, October.
    2. Vaagen, Hajnalka & Wallace, Stein W., 2008. "Product variety arising from hedging in the fashion supply chains," International Journal of Production Economics, Elsevier, vol. 114(2), pages 431-455, August.
    3. Diamantopoulos, Adamantios & Riefler, Petra & Roth, Katharina P., 2008. "Advancing formative measurement models," Journal of Business Research, Elsevier, vol. 61(12), pages 1203-1218, December.
    4. 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.
    5. Thun, Jörn-Henrik, 2008. "Empirical analysis of manufacturing strategy implementation," International Journal of Production Economics, Elsevier, vol. 113(1), pages 370-382, May.
    6. Farris, Jennifer A. & Van Aken, Eileen M. & Doolen, Toni L. & Worley, June, 2009. "Critical success factors for human resource outcomes in Kaizen events: An empirical study," International Journal of Production Economics, Elsevier, vol. 117(1), pages 42-65, January.
    7. Barber, Brad M & Darrough, Masako N, 1996. "Product Reliability and Firm Value: The Experience of American and Japanese Automakers, 1973-1992," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 1084-1099, October.
    8. Trienekens, Jacques & Zuurbier, Peter, 2008. "Quality and safety standards in the food industry, developments and challenges," International Journal of Production Economics, Elsevier, vol. 113(1), pages 107-122, May.
    9. McFadden, K. L., 1996. "Comparing pilot-error accident rates of male and female airline pilots," Omega, Elsevier, vol. 24(4), pages 443-450, August.
    10. Zhang, Xiang & Chen, Rongqiu, 2008. "Examining the mechanism of the value co-creation with customers," International Journal of Production Economics, Elsevier, vol. 116(2), pages 242-250, December.
    11. Koufteros, Xenophon & Marcoulides, George A., 2006. "Product development practices and performance: A structural equation modeling-based multi-group analysis," International Journal of Production Economics, Elsevier, vol. 103(1), pages 286-307, September.
    12. Liljeblom, Eva & Vaihekoski, Mika, 2009. "Corporate ownership and managerial short-termism: Results from a Finnish study of management perceptions," International Journal of Production Economics, Elsevier, vol. 117(2), pages 427-438, February.
    Full references (including those not matched with items on IDEAS)

    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. De Giovanni, Pietro & Esposito Vinzi, Vincenzo, 2012. "Covariance versus component-based estimations of performance in green supply chain management," International Journal of Production Economics, Elsevier, vol. 135(2), pages 907-916.
    2. Kumar Rakesh Ranjan & Stuart Read, 2016. "Value co-creation: concept and measurement," Journal of the Academy of Marketing Science, Springer, vol. 44(3), pages 290-315, May.
    3. Panagopoulos, Nikolaos G. & Avlonitis, George J., 2010. "Performance implications of sales strategy: The moderating effects of leadership and environment," International Journal of Research in Marketing, Elsevier, vol. 27(1), pages 46-57.
    4. Siti Salwa Mohd Ishak & Sidney Newton, 2018. "Testing a Model of User Resistance Towards Technology Adoption in Construction Organizations," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(06), pages 1-27, December.
    5. Hong, Paul & Jagani, Sandeep & Kim, Jinhwan & Youn, Sun Hee, 2019. "Managing sustainability orientation: An empirical investigation of manufacturing firms," International Journal of Production Economics, Elsevier, vol. 211(C), pages 71-81.
    6. Zhuomin Shi & Zaoying Kuang & Ning Yang, 2017. "Why it is hard to explain Chinese face?—FACE measurement models and its influence on ecological product preference," Frontiers of Business Research in China, Springer, vol. 11(1), pages 1-22, December.
    7. 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.
    8. 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.
    9. Lee Yen Chaw & Chun Meng Tang, 2019. "Online accommodation booking: what information matters the most to users?," Information Technology & Tourism, Springer, vol. 21(3), pages 369-390, September.
    10. Grahame R. Dowling & Tayo Otubanjo, 2011. "Corporate and organizational identity: two sides of the same coin," AMS Review, Springer;Academy of Marketing Science, vol. 1(3), pages 171-182, December.
    11. Michael Hennessy & Amy Bleakley & Martin Fishbein, 2012. "Measurement Models for Reasoned Action Theory," The ANNALS of the American Academy of Political and Social Science, , vol. 640(1), pages 42-57, March.
    12. Moulard, Julie Guidry & Kroff, Michael W. & Folse, Judith Anne Garretson, 2012. "Unraveling consumer suspense: The role of hope, fear, and probability fluctuations," Journal of Business Research, Elsevier, vol. 65(3), pages 340-346.
    13. Djula Borozan & Josip Arneric & Ilija Coric, 2017. "A comparative study of net entrepreneurial productivity in developed and post-transition economies," International Entrepreneurship and Management Journal, Springer, vol. 13(3), pages 855-880, September.
    14. Rauter, Romana & Globocnik, Dietfried & Baumgartner, Rupert J., 2023. "The role of organizational controls to advance sustainability innovation performance," Technovation, Elsevier, vol. 128(C).
    15. Malhotra, Neeru & Sahadev, Sunil & Purani, Keyoor, 2017. "Psychological contract violation and customer intention to reuse online retailers: Exploring mediating and moderating mechanisms," Journal of Business Research, Elsevier, vol. 75(C), pages 17-28.
    16. Adamantios Diamantopoulos & Dirk Temme, 2013. "MIMIC models, formative indicators and the joys of research," AMS Review, Springer;Academy of Marketing Science, vol. 3(3), pages 160-170, September.
    17. van Rekom, Johan & Go, Frank M. & Calter, Dayenne M., 2014. "Communicating a company's positive impact on society—Can plausible explanations secure authenticity?," Journal of Business Research, Elsevier, vol. 67(9), pages 1831-1838.
    18. Assemi, Behrang & Hickman, Mark, 2018. "Relationship between heavy vehicle periodic inspections, crash contributing factors and crash severity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 441-459.
    19. Chang-ming Hsieh, 2013. "Issues in Evaluating Importance Weighting in Quality of Life Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(2), pages 681-693, January.
    20. Kathrin Dudenhöffer, 2013. "Why electric vehicles failed," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 24(2), pages 95-124, July.

    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:eee:proeco:v:120:y:2009:i:2:p:633-652. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    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.