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Effects of Restaurant Franchising: Does an optimal franchise proportion exist? January 22 Suh-hee Choi HTM 681 2nd Article Spring 2009 Hsu, L.,& Jang, S. (in press)
Spinelli et al., 2003; Aliouche and Schlentrich, 2005 Research Questions Alon et al., 2004 Does franchise influence a restaurant firm’s performance?  franchise Vs.  non-franchise profitability  intangible value  Research based on the empirical evidence Does optimal franchise proportion exist?  • reduces  investment cost / risk  • disadvantages  Other things being equal Bradach, 1997 “marginal costs = marginal benefits” Organizational learning theory (Sorenson & Sorenson, 2001) Resource scarcity theory (Hunt, 1973; Norton, 1988; Oxenfeldt & Thompson, 1968, Oxenfeldt & Kelly, 1969) Theories Agency theory (Rubin, 1978)
Methodology
Methodology 	Dependent variables  ROA ROE Tobin’s Q
Methodology (cont.) Independent variables franchise proportion Controlled variables leverage firm size (economy of scale)  advertising  profitability (in Tobin’s Q model)
Methodology T-test compare the means between    franchise / non-franchise     ROA(ROE, Tobin’s Q Regression analysis
Methodology Regression analysis  •  normality  natural log transformation •  multicollinearity   • heteroskedasticity
Resultsdescriptive information
Results    franchise vs. non-franchise profitability and intangible values are significantly higher in franchise firms than non-franchise firms
Results    franchise vs. non-franchise H1: Franchise restaurant firms have higher profitability and create more intangible value than non-franchise restaurant firms.
Results  effects of franchise proportion H2: There is non-linear relationship between franchise proportion and profitability and intangible value.
Results  effects of franchise proportion maximum ROA (ROE, Tobin’s Q)?             shaped
Results  geography matters not significant sq% coefficient: negative linear  relationship ,[object Object],max: 35%       36%
Results  geography matters ,[object Object],max: 52%       55%             43%
Conclusions Franchising betters financial performance / intangible value. Optimal proportions of franchising can be found (to maximize financial performance / intangible value). other factors of optimal proportions might be significant : geographical dispersion was tested.
limitations  Didn’t include positioning and marketing concepts. Focused only on restaurant industry.  Limited data available (what about small franchisors?)
Further studies  Develop methodologies to find optimal points that consider both maximizing profits and reducing risks at the same time (e.g. Agency Theory (Rubin, 1978))  What happens if OTHER THINGS ARE NOT EQUAL? Other benefits of franchising? social values sustainable relationships between the firms

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Hsu, L., & Jang, S. (2009), Effects of Restaurant Franchising: Does an optimal franchise proportion exist?

  • 1. Effects of Restaurant Franchising: Does an optimal franchise proportion exist? January 22 Suh-hee Choi HTM 681 2nd Article Spring 2009 Hsu, L.,& Jang, S. (in press)
  • 2. Spinelli et al., 2003; Aliouche and Schlentrich, 2005 Research Questions Alon et al., 2004 Does franchise influence a restaurant firm’s performance? franchise Vs. non-franchise profitability intangible value Research based on the empirical evidence Does optimal franchise proportion exist? • reduces investment cost / risk • disadvantages Other things being equal Bradach, 1997 “marginal costs = marginal benefits” Organizational learning theory (Sorenson & Sorenson, 2001) Resource scarcity theory (Hunt, 1973; Norton, 1988; Oxenfeldt & Thompson, 1968, Oxenfeldt & Kelly, 1969) Theories Agency theory (Rubin, 1978)
  • 4.
  • 5.
  • 6. Methodology Dependent variables ROA ROE Tobin’s Q
  • 7. Methodology (cont.) Independent variables franchise proportion Controlled variables leverage firm size (economy of scale) advertising profitability (in Tobin’s Q model)
  • 8. Methodology T-test compare the means between franchise / non-franchise ROA(ROE, Tobin’s Q Regression analysis
  • 9. Methodology Regression analysis • normality  natural log transformation • multicollinearity • heteroskedasticity
  • 11. Results franchise vs. non-franchise profitability and intangible values are significantly higher in franchise firms than non-franchise firms
  • 12. Results franchise vs. non-franchise H1: Franchise restaurant firms have higher profitability and create more intangible value than non-franchise restaurant firms.
  • 13. Results effects of franchise proportion H2: There is non-linear relationship between franchise proportion and profitability and intangible value.
  • 14. Results effects of franchise proportion maximum ROA (ROE, Tobin’s Q)? shaped
  • 15.
  • 16.
  • 17. Conclusions Franchising betters financial performance / intangible value. Optimal proportions of franchising can be found (to maximize financial performance / intangible value). other factors of optimal proportions might be significant : geographical dispersion was tested.
  • 18. limitations Didn’t include positioning and marketing concepts. Focused only on restaurant industry. Limited data available (what about small franchisors?)
  • 19. Further studies Develop methodologies to find optimal points that consider both maximizing profits and reducing risks at the same time (e.g. Agency Theory (Rubin, 1978)) What happens if OTHER THINGS ARE NOT EQUAL? Other benefits of franchising? social values sustainable relationships between the firms
  • 20. appendix: White's test Assumption: V(ui) = s 2 + g(E(Yi))2 i.e. the variance of u depends on the expected value of Y (and hence on at least one of the x variables).  V(ui) = s2 + g(b1 + b2x2 + ... + bkxk)2 H0: g = 0  homoscedasticity otherwise heteroscedasticity. Regress e2 on x22, x32, etc and x2x3, x3x4, etc. Obtain nR2 ~ c2(k-1) as an LM statistic. www.sussex.ac.uk/economics/documents/lecture_4.ppt