IDEAS home Printed from https://ideas.repec.org/a/eee/ijoais/v14y2013i4p256-274.html
   My bibliography  Save this article

Sample size requirements in structural equation models under standard conditions

Author

Listed:
  • Nicolaou, Andreas I.
  • Masoner, Michael M.

Abstract

When a research of risk considers researchers who wish to utilize structured equation modeling (SEM), all users would ask for their sample size. The paper argues for the formulation of a single barebones minimum standard to be accompanied by a hierarchy of higher quality standards. The paper also offers a specific recommendation for such a barebones standard and ranks quality standards by their sample size cost. In sum, the solution to this problem involves integration: over the multitude of standards, over both single-study and multi-study perspectives, and over a broad array of research environments. Our solution deals with the multitude of solutions. It seeks maximum flexibility to accommodate a multi-study perspective, and it is sensitive to the needs of research settings where sample size is constrained or collection is costly. For these reasons we offer important suggestions and summarize recommendations.

Suggested Citation

  • Nicolaou, Andreas I. & Masoner, Michael M., 2013. "Sample size requirements in structural equation models under standard conditions," International Journal of Accounting Information Systems, Elsevier, vol. 14(4), pages 256-274.
  • Handle: RePEc:eee:ijoais:v:14:y:2013:i:4:p:256-274
    DOI: 10.1016/j.accinf.2013.11.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1467089513000444
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.accinf.2013.11.001?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
    ---><---

    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. Albert Satorra & Willem Saris, 1985. "Power of the likelihood ratio test in covariance structure analysis," Psychometrika, Springer;The Psychometric Society, vol. 50(1), pages 83-90, March.
    2. Andrews, Donald W K, 1989. "Power in Econometric Applications," Econometrica, Econometric Society, vol. 57(5), pages 1059-1090, September.
    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. Xiaojuan Li & Lulu Li & Mingchao Lin & Chi Yung Jim, 2022. "Research on Risk and Resilience Evaluation of Urban Underground Public Space," IJERPH, MDPI, vol. 19(23), pages 1-21, November.
    2. Cappa, Francesco & Cetrini, Giorgio & Oriani, Raffaele, 2020. "The impact of corporate strategy on capital structure: evidence from Italian listed firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 379-385.
    3. Jing Liu & Khairul Manami Kamarudin & Yuqi Liu & Jinzhi Zou & Jiaqi Zhang, 2022. "Developing a Behavior Change Framework for Pandemic Prevention and Control in Public Spaces in China," Sustainability, MDPI, vol. 14(4), pages 1-24, February.
    4. Reginald Masocha, 2019. "Normative Environmental Configuration of SMEs within the Sustainable Development Discourse in South Africa: An Empirical Study," Sustainability, MDPI, vol. 11(23), pages 1-13, November.
    5. Muhammad Ashraf Javid & Nazam Ali & Tiziana Campisi & Giovanni Tesoriere & Krisada Chaiyasarn, 2022. "Influence of Social Constraints, Mobility Incentives, and Restrictions on Commuters’ Behavioral Intentions and Moral Obligation towards the Metro-Bus Service in Lahore," Sustainability, MDPI, vol. 14(5), pages 1-19, February.

    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. Julia Grass & Florian Krieger & Philipp Paulus & Samuel Greiff & Anja Strobel & Alexander Strobel, 2019. "Thinking in action: Need for Cognition predicts Self-Control together with Action Orientation," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-20, August.
    2. Pargal, Sheoli & Gilligan, Daniel & Huq, Mainul, 2000. "Private provision of a public good - social capital and solid waste management in Dhaka, Bangladesh," Policy Research Working Paper Series 2422, The World Bank.
    3. Alberto Maydeu-Olivares & Rosa Montaño, 2013. "How Should We Assess the Fit of Rasch-Type Models? Approximating the Power of Goodness-of-Fit Statistics in Categorical Data Analysis," Psychometrika, Springer;The Psychometric Society, vol. 78(1), pages 116-133, January.
    4. Ke-Hai Yuan & Wai Chan, 2005. "On Nonequivalence of Several Procedures of Structural Equation Modeling," Psychometrika, Springer;The Psychometric Society, vol. 70(4), pages 791-798, December.
    5. Wolfgang Jagodzinski & Steffen M. Kãœhnel & Peter Schmidt, 1987. "Is there a “Socratic Effect†in Nonexperimental Panel Studies?," Sociological Methods & Research, , vol. 15(3), pages 259-302, February.
    6. Jacoby, Hanan G. & Mansuri, Ghazala, 2009. "Incentives, supervision, and sharecropper productivity," Journal of Development Economics, Elsevier, vol. 88(2), pages 232-241, March.
    7. Paloma Bernal-Turnes & Ricardo Ernst, 2024. "More Bang for Your Buck: Best-Practice Recommendations for Designing, Implementing, and Evaluating Job Creation Studies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 1889-1912, March.
    8. John Livernois & Henry Thille & Xianqiang Zhang, 2006. "A test of the Hotelling rule using old‐growth timber data," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(1), pages 163-186, February.
    9. Ke-Hai Yuan & Peter Bentler, 2006. "Mean Comparison: Manifest Variable Versus Latent Variable," Psychometrika, Springer;The Psychometric Society, vol. 71(1), pages 139-159, March.
    10. Albert Satorra, 1989. "Alternative test criteria in covariance structure analysis: A unified approach," Psychometrika, Springer;The Psychometric Society, vol. 54(1), pages 131-151, March.
    11. Jonathan P Tennant & Norman MacLeod, 2014. "Snout Shape in Extant Ruminants," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-13, November.
    12. Markku Lanne, 2003. "Testing the Expectations Hypothesis of the Term Structure of Interest Rates in the Presence of a Potential Regime Shift," Manchester School, University of Manchester, vol. 71(s1), pages 54-67, September.
    13. Godtland, Erin M & Sadoulet, Elisabeth & De Janvry, Alain & Murgai, Rinku & Ortiz, Oscar, 2004. "The Impact of Farmer Field Schools on Knowledge and Productivity: A Study of Potato Farmers in the Peruvian Andes," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 63-92, October.
    14. Ke-Hai Yuan & Peter M. Bentler & Wei Zhang, 2005. "The Effect of Skewness and Kurtosis on Mean and Covariance Structure Analysis," Sociological Methods & Research, , vol. 34(2), pages 240-258, November.
    15. Kenneth A. Bollen & James B. Kirby & Patrick J. Curran & Pamela M. Paxton & Feinian Chen, 2007. "Latent Variable Models Under Misspecification: Two-Stage Least Squares (2SLS) and Maximum Likelihood (ML) Estimators," Sociological Methods & Research, , vol. 36(1), pages 48-86, August.
    16. Easterly, William, 1994. "Economic stagnation, fixed factors, and policy thresholds," Journal of Monetary Economics, Elsevier, vol. 33(3), pages 525-557, June.
    17. Atkins, Frank J. & Coe, Patrick J., 2002. "An ARDL bounds test of the long-run Fisher effect in the United States and Canada," Journal of Macroeconomics, Elsevier, vol. 24(2), pages 255-266, June.
    18. Dalia Khalil & Zinah George & Thomas Templin & Elizabeth Jenuwine & Arash Javanbakht, 2023. "Perceived adversity and psychological distress in refugee married couples resettling in the United States," International Journal of Social Psychiatry, , vol. 69(5), pages 1268-1276, August.
    19. Arcand, Jean-Louis & Ai, Chunrong & Ethier, Francois, 2007. "Moral hazard and Marshallian inefficiency: Evidence from Tunisia," Journal of Development Economics, Elsevier, vol. 83(2), pages 411-445, July.
    20. Wallace, Frederick H. & Shelley, Gary L., 2006. "An alternative test of purchasing power parity," Economics Letters, Elsevier, vol. 92(2), pages 177-183, August.

    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:ijoais:v:14:y:2013:i:4:p:256-274. 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: https://www.journals.elsevier.com/international-journal-of-accounting-information-systems/ .

    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.