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Order backlog and its association with fundamental analysis metrics and future earnings

Author

Listed:
  • Rajiv Banker

    (Temple University)

  • Russell Barber

    (University of Colorado Denver)

  • Dana Hollie

    (Louisiana State University)

  • Han-Up Park

    (University of Saskatchewan)

Abstract

Order backlog is an important non-GAAP metric that is a leading indicator of future earnings. We explore how various fundamental analysis metrics interacted with order backlog impacts future earnings. This study examines whether future earnings predicted by order backlog is contingent on other fundamental analysis metrics, such as a sales decrease, the cash conversion cycle, asset growth, and the ratio of order backlog to sales. We find that order backlog is an even more informative leading indicator of future earnings when sales decrease, the cash conversion cycle is longer, and asset growth is higher. In contrast, we find that order backlog in the presence of a higher order backlog to sales ratio predicts lower future earnings. We also find that market participants incorporate the moderating effect of order backlog on sales decreases and the cash conversion cycle, while we do not find the same evidence with asset growth and the backlog to sales ratio. These empirical findings are important for managers who want to effectively communicate the prospects of a firm’s future profitability, and for investors who want to understand the financial fundamentals of firms with an order backlog. Overall, our findings show that the informativeness of order backlog can be conditional on fundamental analysis metrics in certain instances.

Suggested Citation

  • Rajiv Banker & Russell Barber & Dana Hollie & Han-Up Park, 2024. "Order backlog and its association with fundamental analysis metrics and future earnings," Review of Quantitative Finance and Accounting, Springer, vol. 62(4), pages 1733-1753, May.
    • Handle: RePEc:kap:rqfnac:v:62:y:2024:i:4:d:10.1007_s11156-024-01248-6
    DOI: 10.1007/s11156-024-01248-6
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    1. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 1-35.
    2. repec:cup:jfinqa:v:46:y:2011:i:06:p:1651-1682_00 is not listed on IDEAS
    3. Barber, Russell & Hollie, Dana, 2021. "Does order backlog matter for financial reporting quality? Evidence from revenue restatements," Advances in accounting, Elsevier, vol. 53(C).
    4. So, Eric C., 2013. "A new approach to predicting analyst forecast errors: Do investors overweight analyst forecasts?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 615-640.
    5. Wang, Baolian, 2019. "The cash conversion cycle spread," Journal of Financial Economics, Elsevier, vol. 133(2), pages 472-497.
    6. James L. Davis & Eugene F. Fama & Kenneth R. French, 2000. "Characteristics, Covariances, and Average Returns: 1929 to 1997," Journal of Finance, American Finance Association, vol. 55(1), pages 389-406, February.
    7. Murillo Campello & Erasmo Giambona & John R. Graham & Campbell R. Harvey, 2011. "Liquidity Management and Corporate Investment During a Financial Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1944-1979.
    8. Dechow, Patricia M., 1994. "Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals," Journal of Accounting and Economics, Elsevier, vol. 18(1), pages 3-42, July.
    9. Hsihui Chang & Jengfang Chen & Shu‐Wei Hsu & Raj Mashruwala, 2018. "The Impact of the Bullwhip Effect on Sales and Earnings Prediction Using Order Backlog," Contemporary Accounting Research, John Wiley & Sons, vol. 35(2), pages 1140-1165, June.
    10. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    11. Itay Kama & Dan Weiss, 2013. "Do Earnings Targets and Managerial Incentives Affect Sticky Costs?," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 201-224, March.
    12. Mark C. Anderson & Rajiv D. Banker & Surya N. Janakiraman, 2003. "Are Selling, General, and Administrative Costs “Sticky”?," Journal of Accounting Research, Wiley Blackwell, vol. 41(1), pages 47-63, March.
    13. Rajiv D. Banker & Dmitri Byzalov & Shunlan Fang & Byunghoon Jin, 2020. "Operating asymmetries and non-linear spline correction in discretionary accrual models," Review of Quantitative Finance and Accounting, Springer, vol. 54(3), pages 803-850, April.
    14. Lev, B & Thiagarajan, Sr, 1993. "Fundamental Information Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 31(2), pages 190-215.
    15. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    16. Michael J. Cooper & Huseyin Gulen & Michael J. Schill, 2008. "Asset Growth and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1609-1651, August.
    17. Bradshaw, Mark T. & Christensen, Theodore E. & Gee, Kurt H. & Whipple, Benjamin C., 2018. "Analysts’ GAAP earnings forecasts and their implications for accounting research," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 46-66.
    18. Clara Xiaoling Chen & Hai Lu & Theodore Sougiannis, 2012. "The Agency Problem, Corporate Governance, and the Asymmetrical Behavior of Selling, General, and Administrative Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 252-282, March.
    19. James Jiambalvo & Shivaram Rajgopal & Mohan Venkatachalam, 2002. "Institutional Ownership and the Extent to which Stock Prices Reflect Future Earnings," Contemporary Accounting Research, John Wiley & Sons, vol. 19(1), pages 117-145, March.
    20. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    21. Paul Hribar & Daniel W. Collins, 2002. "Errors in Estimating Accruals: Implications for Empirical Research," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 105-134, March.
    22. Francis, J & Schipper, K, 1999. "Have financial statements lost their relevance?," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 319-352.
    23. Mortal, Sandra & Schill, Michael J., 2015. "The Post-Acquisition Returns of Stock Deals: Evidence of the Pervasiveness of the Asset Growth Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 477-507, June.
    24. Mark T. Bradshaw & Richard G. Sloan, 2002. "GAAP versus The Street: An Empirical Assessment of Two Alternative Definitions of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 41-66, March.
    25. Myrto Kalouptsidi, 2014. "Time to Build and Fluctuations in Bulk Shipping," American Economic Review, American Economic Association, vol. 104(2), pages 564-608, February.
    26. Patricia M. Dechow & Weili Ge & Chad R. Larson & Richard G. Sloan, 2011. "Predicting Material Accounting Misstatements," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 17-82, March.
    27. Lipson, Marc L. & Mortal, Sandra & Schill, Michael J., 2011. "On the Scope and Drivers of the Asset Growth Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1651-1682, December.
    28. Banker, Rajiv D. & Byzalov, Dmitri & Chen, Lei (Tony), 2013. "Employment protection legislation, adjustment costs and cross-country differences in cost behavior," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 111-127.
    29. Yacine Belghitar & James Khan, 2013. "Governance mechanisms, investment opportunity set and SMEs cash holdings," Small Business Economics, Springer, vol. 40(1), pages 59-72, January.
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    More about this item

    Keywords

    Order backlog; Future earnings; Sales decrease; Cash conversion cycle; Asset growth;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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