The Role of Managerial Ability on the Relation between SG&A Cost and Future Profitability
Abstract
We examine whether managerial ability affects the relation between selling, general, and administrative costs (hereafter, SG&A costs) and future profitability. To operationalize our research question, we employ Baumgarten, Bonenkamp, and Homburg (2010)’s approach in differentiating an increase in the SG&A ratio as managers’ deficient cost control (SG&A cost inefficient firms) versus deliberate investment on input resource (SG&A cost efficient firms), which is intended by the management to improve future performance. Using Korean listed firms from 2000 to 2014, we find that the positive association between changes in SG&A ratio and future operating performance appears only in SG&A cost efficient firms. More importantly, we find that the positive association between changes in SG&A ratio and future operating performance among SG&A-efficient firms is mainly driven by high ability managers. Our findings fill the void in Baumgarten et al. (2010) by providing the evidence that the positive association between an intentional increase in the SG&A ratio and future profitability can be partially explained by high managerial ability.
초록
매출 대비 판매관리비 비율의 증가를 비효율적인 원가 관리로 보고, 결과적으로 미래 성과에 부정적인 영향을 미칠 것이라고 해석과, 이와는 반대로 매출 대비 판매관리비 비율의 증가를 투자의 관점에서 효율적인 원가 관리로 여겨 미래 성과에 긍정적인 영향을 미칠 것이라는 상반된 관점이 존재한다. 본 연구에서는 2000년부터 2014년까지 우리니라 유가증권상장기업을 대상으로 Baumgarten et al. (2010)에서 제시한 연구모형을 이용하여 매출 대비 판매관리비 비율의 증가가 경영자의 비효율적인 원가 관리로 인한 것인지 아니면 경영자에 의해 의도된 효율적인 원가관리인지 구분하였다. 분석결과, Baumgarten et al. (2010)의 결과와 일치하게 후자의 경우, 즉 경영자의 효율적인 원가관리에 의해 매출 대비 판매관리비 비율의 증가하였을 때 긍정적인 미래 성과로 이어졌다. 나아가, 본 연구에서는 Demerjian et al. (2012)가 제시한 경영자 능력 측정치를 사용하여 능력이 높은 경영자에 의해 매출 대비 판매관리비 비율의 증가가 계획된 경우에만 기업의 미래 성과에 긍정적인 영향을 미침을 검증하였다. 즉, 판매관리비 원가관리와 미래 성과와의 관계에서 원가조정에 대한 의사결정 권한이 가장 높은 경영자 개인의 특성 중 경영자의 능력이 이러한 관계를 설명할 수 있음을 밝힌 점에 공헌점이 있다.
Keywords:
Managerial ability, SG&A Cost, Fundamental analysis, Cost efficiency키워드:
판매관리비 비율, 판매관리비, 기본분석, 경영자 능력Acknowledgments
This manuscript has not been published previously and is not under consideration by another publisher or journal, and the study in this manuscript has been conducted in accordance with the Ethical Guidelines set forth by the Korean Accounting Association.
References
- Abarbanell, J. S., and B. J. Bushee(1997), “Fundamental Analysis, Future Earnings, and Stock Prices,” Journal of Accounting Research, 35(1), 1-24. [https://doi.org/10.2307/2491464]
- Aaker, D. A., and R. Jacobson(2001), “The Relevance of Brand Attitude in High-technology Markets,” Journal of Marketing Research, 38(4), 485-493. [https://doi.org/10.1509/jmkr.38.4.485.18905]
- Anderson, M. C., R. D. Banker, and S. N. Janakiraman (2003), “Are Selling, General, and Administrative Costs Sticky?” Journal of Accounting Research, 41(1), 47-63. [https://doi.org/10.1111/1475-679X.00095]
- Anderson, M. D., R. D. Banker, R. Huang, and S. Janakiraman(2007), “Cost Behavior and Fundamental Analysis of SG&A Costs,” Journal of Accounting, Auditing & Finance, 22(1), 1-28. [https://doi.org/10.1177/0148558X0702200103]
- Baik, B., D. Farber, and S. Lee(2011), “CEO Ability and Management Earnings Forecasts,” Contemporary Accounting Research, 28(5), 1645-1668. [https://doi.org/10.1111/j.1911-3846.2011.01091.x]
- Baik, B., P. Brockman, D. Farber, and S. Lee(2017), “Managerial Ability and the Auality of Firms' Information Environment,” Journal of Accounting, Auditing, and Finance, forthcoming. [https://doi.org/10.1177/0148558X17742820]
- Barth, M. E., M. B. Clement, G. Foster, and R. Kasznik(1998), “Brand Values and Capital Market Valuation,” Review of Accounting Studies, 3(1-2), 41-68. [https://doi.org/10.1023/A:1009620132177]
- Banker, R., R. Huang, and R. Natarajan(2006), “Does SG&A Expenditure Create a Long-lived Asset?” Working Paper, Temple University, Baruch College–CUNY, and The University of Texas at Dallas. [https://doi.org/10.2139/ssrn.817824]
- Banker, R., R. Huang, and R. Natarajan(2011), “Equity Incentives and Long-term Value Created by SG&A Expenditure,” Contemporary Accounting Research, 28(3), 794-830. [https://doi.org/10.1111/j.1911-3846.2011.01066.x]
- Baumgarten, D., U. Bonenkamp, and C. Homburg (2010), “The Information Content of SG&A Ratio,” Journal of Management Accounting Research, 22(1), 1-22. [https://doi.org/10.2308/jmar.2010.22.1.1]
- Bentley, K. A., T. C. Omer, and N. Y. Sharp(2013), “Business Strategy, Audit Fees and Financial Reporting Irregularities,” Contemporary Accounting Research, 30(2), 780-817. [https://doi.org/10.1111/j.1911-3846.2012.01174.x]
- Bertrand, M. and A. Schoar(2003), “Managing with Style: The Effect of Managers on Firm Policies,” The Quarterly Journal of Economics, 118(4), 1169-1208. [https://doi.org/10.1162/003355303322552775]
- Bonsall IV, S. B., E. R. Holzman, and B. P. Miller (2017), “Managerial Ability and Credit Risk Assessment,” Management Science, 63(5), 1425-1449. [https://doi.org/10.1287/mnsc.2015.2403]
- Carter, M. E., F. Franco, and I. Tuna(2010), “PremiumP for Executive Talent: An Empirical Analysis,” Working paper, Boston College. [https://doi.org/10.2139/ssrn.1658903]
- Chatjuthamard, P. P. Jiraporn, S. Tong, and M. Singh(2016), “Managerial Talent and Corporate Social Responsibility (CSR): How Do Talented Managers View Corporate Social Responsibility?” International Review of Finance, 16(2), 265-276. [https://doi.org/10.1111/irfi.12067]
- Chen, Y., E. J. Podolski, and M. Veeraraghavan (2015), “Does Managerial Ability Facilitates Corporate Innovative Success?” Journal of Empirical Finance, 34, 313-316. [https://doi.org/10.1016/j.jempfin.2015.08.002]
- Chen, C. X., H. Lu, and T. Sougiannis(2012), “The Agency Problem, Corporate Governance, and the Asymmetrical Behavior of Selling, General, and Administrative Costs,” Contemporary Accounting Research, 29(1), 252-282. [https://doi.org/10.1111/j.1911-3846.2011.01094.x]
- Cheung, K., D. Naidu, F. Navissi, and K. Ranjeeni (2017), “Valuing Talent: Do CEOs' Ability and Discretion Unambiguously Increase Firm [erformance,” Journal of Corporate Finance, 42, 15-35. [https://doi.org/10.1016/j.jcorpfin.2016.11.006]
- Choi, S., I. Hwang, and J. H. Park(2017), “Managerial Ability and Asymmetric Cost Behavior,” Working paper, Seoul National University and Soongsil University.
- Demerjian, P. R., B. Lev, and S. E. McVay(2012), “Quantifying Managerial Ability: A New Measure and Validity Tests,” Management Science, 58(7), 1229-1248. [https://doi.org/10.1287/mnsc.1110.1487]
- Demerjian, P. R., B. Lev, M. F. Lewis, and S. E. McVay(2013), “Managerial Ability and Earnings Quality,” The Accounting Review, 88(2), 463-498. [https://doi.org/10.2308/accr-50318]
- Eberhart, A. C., Maxwell, W. F., and Siddique, A. R(2004), “An Examination of Long-term Abnormal Stock Returns and Operating Performance Following R&D Increases,” The Journal of Finance, 59(2), 623-650. [https://doi.org/10.1111/j.1540-6261.2004.00644.x]
- Eng, L. L., and H. T. Keh(2007), “The Effects of Advertising and Brand Value on Future Operating and Market Performance,” Journal of Advertising 36(4): 91-100. [https://doi.org/10.2753/JOA0091-3367360407]
- Eisfeldt, A. L., and D. Papanikolaou(2013), “Organization Capital and The Cross-section of Expected Returns,” The Journal of Finance, 68(4), 1365-1406. [https://doi.org/10.1111/jofi.12034]
- Fee, C., and C. Hadlock(2003), “Raids, Rewards, and Reputations in the Market for Managerial Talent,” Review of Financial Studies, 16(4), 1315-1357. [https://doi.org/10.1093/rfs/hhg031]
- Gan, H.(2015), “CEO Managerial Ability, Corporate Investment Quality, and the Value of Cash,” Working paper, Virginia Commonwealth University.
- Ittner, C. D., and D. F. Larcker(1998), “Are Nonfinancial Measures Leading Indicators of Financial Performance? An Analysis of Customer Satisfaction,” Journal of Accounting Research, 36, 1-35. [https://doi.org/10.2307/2491304]
- Hong, C., and J. H. Cheung(2015), “The Relationship between SG&A Costs and Future Firm Performance,” Korean Accounting Review, 24(2), 153-182. Written in Korean.
- Kama, I., and D. Weiss(2013), “Do Earnings Targets and Managerial Incentives Affect Sticky Costs?” Journal of Accounting Research, 51(1), 201-224. [https://doi.org/10.1111/j.1475-679X.2012.00471.x]
- Ko, C. Y., J. Park, H. Jung, and K. H. Yoo(2013), “A Study on the Effects of Managerial Ability by DEA on Firm Performance,” Korean Journal of Management Accounting Research, 13(1), 165–200. Written in Korean.
- Koester, A., T. Shevlin, and D. Wangerin(2016), “The Role of Managerial Ability in Corporate Tax Avoidance,” Management Secience, 63(10), 3285-3310. [https://doi.org/10.1287/mnsc.2016.2510]
- Krishnan, G. V., and C. Wang(2015), “The Relation between Managerial Ability and Audit Fees and Going Concern Opinions,” Auditing: A Journal of Practices & Theory, 34(3), 139-160. [https://doi.org/10.2308/ajpt-50985]
- Lee, W.(2011), “As a New Source of Economic Growth: The Role and Policy Issues of Intangible Assets Investment,” STEPI Insight, 74, 1-24. Written in Korean.
- Lev, B., and S. Radhakrishnan(2005), The Valuation of Organization Capital,” in: C. Corrado, J. Haltiwanger, and D. Sichel (Eds.), Measuring Capital in the New Economy, Chicago, IL, University of Chicago Press, 73-110. [https://doi.org/10.7208/chicago/9780226116174.003.0004]
- Lev, B., and T. Sougiannis(1996), “The Capitalization, Amortization and Value-relevance of R&D,” Journal of Accounting and Economics, 21, 107-138. [https://doi.org/10.1016/0165-4101(95)00410-6]
- Lev, B. and S. Thiagarajan(1993), “Fundamental Information Analysis,” Journal of Accounting Research, 31(2), 190-215. [https://doi.org/10.2307/2491270]
- Milbourn, T.(2003), “CEO Reputation and Stock-based Compensation,” Journal of Financial Economics, 68(2), 233-262. [https://doi.org/10.1016/S0304-405X(03)00066-7]
- Ou, J. A.(1990), “The Information Content of Nonearnings Accounting Numbers as Earnings Predictors,” Journal of Accounting Research, 28(1), 144-163. [https://doi.org/10.2307/2491220]
- Park, J., C. Y. Ko, H. Jung, and Y. S. Lee(2016), “Managerial Ability and Tax Avoidance: Evidence from Korea,” Asia-Pacific Journal of Accounting and Economics, 23(4), 449-477. [https://doi.org/10.1080/16081625.2015.1017590]
- Peter, R. H., and L. A. Taylor(2017), “Intangible Capital and the Investment-q Relation,” Journal of Financial Economics, 123(2), 251-272. [https://doi.org/10.1016/j.jfineco.2016.03.011]
- Petersen, M. A.(2009), “Estimating Standard Errors in Finance Aanel Data Sets: Comparing Approaches,” The Review of Financial Studies, 22(1), 435-480. [https://doi.org/10.1093/rfs/hhn053]
- Rajgopal, S., T. Shevlin, and V. Zamora(2006), “CEO’s Outside Employment Opportunities and the Lack of Relative Performance Evaluation in Compensation Contracts,” Journal of Finance, 61(4), 1813-1844. [https://doi.org/10.1111/j.1540-6261.2006.00890.x]
- Simon, C. J., M. W. Sullivan(1993), “The Measurement and Determinants of Brand Equity: A Financial Approach,” Marketing Science, 12(1), 28-52. [https://doi.org/10.1287/mksc.12.1.28]
- Srivastava, A.(2014), “Why have measures of earnings quality changed over time?” Journal of Accounting and Economics, 57(2-3), 196-217. [https://doi.org/10.1016/j.jacceco.2014.04.001]
- Sougiannis, T.(1994), “The accounting based valuation of corporate R&D,” The Accounting Review, 69(1), 44-68.
- Yoo, J.(2013), “Regulatory Reform in Korea,” The Federation of Korean Insduetries. Written in Korean.
- Williamson, O. E.(1963), “Managerial Discretion and Business Behavior,” American Economic Review, 53(5), 1032–57.
- Wyatt, A.(2008), “What Financial and Non-financial Information on Intangibles is Value-relevant? A Review of the Evidence,” Accounting and Business Research, 38(3), 217-256. [https://doi.org/10.1080/00014788.2008.9663336]
• 저자 최세라는 현재 서울대학교 경영대학 회계학 박사과정에 재학 중이다. 이화여자대학교 경영학과를 졸업하고, 서울대학교 대학원에서 경영학 석사를 취득하였다. 주요연구분야는 경영진의 성과평가 및 보상, 원가행태 등이다.
• 저자 현지원은 현재 서울대학교 경영연구소 객원연구원으로, 서울대학교 경영학과를 졸업하고 동 대학원에서 경영학 석사와 박사학위를 취득하였다. 삼성전자에서 약 5년간 경영관리 업무를 담당하였고, 주요연구분야는 성과평가와 보상, 기업지배구조, 서술공시 등이다.
• 저자 권세원은 현재 세종대학교 경영대학 회계학 전공 조교수로 재직 중이다. 서울대학교 경영학과를 졸업하고, 동 대학원에서 경영학 석사 및 박사를 취득하였으며, 공인회계사 자격 취득 후 삼일회계법인에서 약 4년 가량 회계감사를 담당하였다. 주요연구분야는 경영진의 성과보상, 기업지배구조, Accrual anomaly 등이다.