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Table: Empirical studies on ownership structure and performance[1]


Introduction: Want to find the empirical study by Demsetz and Lehn [1985]? Just click D below and move down alphabetically on the resulting web page. Note that this page is updated when new papers emerge. Also, a few studies have blank cells. This is temporary. They will eventually be completed.

 

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Author(s)

&Journal

Sample & Period[2]

Ownership

 variables(s)[3]  [4]

Performance variable(s)

Other variable(s): Controls & dependents[5]

Statistical methods

Main results

Preferred explanation

Han and Suk [1998], The Financial Review

 

 

 

 

 

Abnormal returns at the announcement of stock splits increases with the level of insider ownership.

An incentive alingment argument coubled with a signaling argument.

Hermalin and Weisback [1991], Financial Management

134 firms listed at NYSE.

1971 & 1974 & 1977 & 1980 & 1983.

Combined stock ownership by present CEO and all former CEOs still on the board in the ranges [0-1%], [1-5%], [5-20%], and [20-100%].

1) Tobin’s Q by market value of stock, preferred stock and debt to market value of capital stock, inventories, and other assets. 2) Return on assets by EBIT to replacement value of assets.

1) Industry has been accounted for by subtracting average industry differences in Tobin’s Q from each observation of Tobin’s Q. 2) Size by log of replacement cost of assets. 3) R&D costs to size. 4) Advertising to size. 5) Proportion of outside directors on the board in the ranges [0-40%], [40-60%], and [60-100%]. 6) Tenure by CEO in the ranges [0-4], [5-9], [10-14], and above 15 years. 7) Median tenure of inside or outside directors on the board. 8) Dummy for family relation between any two board members.

OLS regression pooling the data on all five periods. IV (instrumental variable) regression using lagged values of stock ownership as instruments. Use piecewise linear regression on CEO ownership, outside director proportion of board, and CEO tenure. Use Hausman’s specification test.

Performance increases significantly with CEO ownership in the [0-1%] range and decreases significantly in the [1-5%] range. Significant controls: R&D to size, and advertising to size. Otherwise the different regressions present insignificant or contradicting evidence. The Hausman test rejects the hypothesis that there is no simultaneity at the five percent level.

A combination of entrenchment, incentive alignment, and insider-investment argument.

Himmelberg, Hubbard, and Palia [1999], Journal of Financial Economics

Panel data from Compustat. Small and large US firms. 398 in 1982, 425 in 1983 and 427 in 1984.

1) % of common equity holdings by all top-level managers. This value, say m, is transformed using log(m/(m-1)).

2) Average % of equity ownership per top-level managers. Use log of this value.

1) Tobin’s Q by market value of stock + estimated market value of preferred stock + book value of total liabilities to book value of total assets. 2) Return on assets.

Owner determinants: 1) Standard deviation of stock return. 2) Firm size by log of sales and squared size. 3) Capital expenditures to capital stock. 4) R&D to capital. 5) Advertising to capital. 6) Free cash flow by operating income to sales. 7) Capital to sales ratio and this ratio squared. 8) Time and industry dummies.

Performance determinants: 1) Managerial ownership. 2) A vector of variables equal to the owner determinants mentioned above.

OLS and IV regressions. Use panel data to obtain a fixed-effects estimator to avoid inconsistent estimates because of endogeneity of managerial ownership caused by unobserved common determinants of ownership and performance as opposed to reverse causality. Test for roof-shaped relation by using squared ownership and piecewise linear regression. Use dummies to control for bias for missing values regarding R&D, Advertising and return volatility. Use a Hausman test to test for endogeneity.

Find evidence of endogeneity of managerial ownership caused by unobserved heterogeneity as opposed to reverse causality. This is supported by Hausman specification test. Performance regression: Find some evidence of a roof-shaped relation. But after controlling for firm characteristics and firm fixed effects they find no relation between managerial ownership and performance even for sub-samples of large and small firms. Significant controls: Size, squared size, return variation, income to sales, capital exp to capital. Ownership regression: Do not test the effect of performance. Significant ‘controls’: Size, capital to sales ratio, returns variability (only for sample of small firms). Almost similar results for both ownership measures.

Natural selection argument combined with a mutual neutralization argument that focus on incentive alignment and determinants of the scope for managerial discretion.

Holderness, Kroszner, and Sheehan [1999], Journal of Finance

Full sample: 1419 listed US firms in 1935 and 4202 listed US firms in 1995.

Limited sample: 120 largest US firms in 1935 and in 1995.

1) % and $ ownership by the firms officers and directors both directly and indirectly.

2) % and $ ownership by CEO. 3) Combined shareholding by officers and directors in the ranges: [0-5%], [5-25%], and [25-100%].

1935 data by the Security Exchange Commission. 1995 data by Compact Disclosure and ExecuComp.

Tobin’s Q by market value of stock, and book value of debt to book value of assets.

1) Size by total assets. 2) Leverage by debt to assets. 3) Industry by one digit SIC codes.

Descriptive statistics and OLS regressions. Test for roof-shaped relation by using piecewise linear regression.

Full sample descriptive statistics: Mean (median) ownership by managers and directors increased from 13% (7%) in 1935 to 21% (14%) in 1995. In $ millions it increased from $18 ($3) to $73 ($16). For any given firm size ownership is higher in 1995 than in 1935. However, using the value-weighted mean, ownership increases insignificantly from 4.2% in 1935 to 5.9% in 1995, and median ownership of the 10% largest firms has fallen from 2.1% to 1.5%. Full sample OLS regressions: Profitability is significantly increasing for management ownership in the [0-5%] range and significantly decreasing in the [5-25%] range in the 1935 sample. For the 1995 sample Tobin's Q is significantly increasing for management ownership in the [0-5%] range. Significant controls: Size. Limited sample: Mean (median) ownership by CEO is 1.25% (0.09%) in 1935 and 1.25% (0.06%) in 1995. In $ millions the mean (median) ownership increased by $23.6 ($1.5) in 1935 to $386.5 ($11.9) in 1995.

Stulz’s [1988] combined takeover premium and entrenchment argument.

Holderness and Sheehan [1985], Journal of Financial Economic

 

Presence of large-block equity holder or not.

Abnormal returns

 

Event study

Significant and positive performance on announcement of outsider’s acquisition of a large equity position, but only persistent if takeover or other corporate restructure follows.

The incentive argument.

Holderness and Sheehan [1988], Journal of Financial Economics

101 majority held and 101 diffusely held large NYSE and AMEX listed firms.

1979-84.

95%> MH >50,1%, ownership by any single individual or entity (other corporation, or fund).

DH<20% ownership by any shareholder.

1) Tobin’s Q by firm’s market value to replacement cost of plants and inventories. 2) Return on equity.

Each of the 101 majority held firms are paired with a diffusely held firm with approximately same 1) Size by total assets. 2) Two-digit SIC code.

Standard t-tests are applied. The sample is further classified in order to control for identity of MH control: MH by individuals and OC by entities.

Finds no significant difference in performance between majority held (MH) and diffusely held (DH) firms.

The entrenchment argument.

Holl [1975], Journal of Industrial Economics

183 listed UK firms.

1948-60.

MC all non-OC firms.

OC if ³50% of vote carrying shares are held by individual or if 20-50% of the votes are held by an individual, or if at least 20% of the votes are held by largest 20 vote holders subject to certain constraints.

Pre-tax profit / Net worth.

1) Growth of net assets. 2) Variance of profitability. 3) Skewness of profitability. 4) Dividend distribution by dividends / dividents plus retained earnings.

Discriminant analysis and generalized Mahalanobis distance analysis. The sample is classified in order to control for industry.

No significant difference between MC and OC when industry bias is accounted for.

The incentive argument.

Holl [1977], The Journal of Industrial Economics

343 of the largest US firms (Fortune 500).

1960-72.

Same as Palmer [1973]. However, in the final test he applies this classification:

MC £10% single block of common stock.

OC ³10%.

 

Return on stocks calculated as average stock returns observed from 1962 to 72 assuming that dividends are reinvested.

 

1) The effectiveness of the market for corporate control by market value to book value. 2) Monopoly power by barriers to entry. 3) Size of firm by revenues.

Standard t-tests are applied. The sample is classified in order to control for ‘efficiency of market for corporate control’, monopoly and size.

OC firms are only significantly more profitable than MC firms with regard to MC firms who lack an efficient market for corporate control.

The incentive alignment argument coupled with a ‘market for corporate control’ argument.

Holthausen and Larcker [1996], Journal of Financial Economics

 

 

 

 

 

Operating performance declines following a reversed leveraged buyout and so does insider ownership.

 

Hubbard and Palia [1995], Rand Journal of Economics

 

 

 

 

 

Evidence of a roof-shaped relation.

 

Jacquemin and Ghellinck [1980], European Economic Review

103 of 200 largest French companies.

1) Majority control ³ 50%

Minority control- between 5 and 50%.

Internal control < 5%.

2) Case by case classification of firms into family and non-family control.

1) Net cash flow / Book value of equity and reserves. 2) Return on equity.

1) Size by log of added-value. 2) Industry by dummies.

OLS regression. Checks for simultaneous effect of size and ownership by including interaction terms.

For none of the ownership definitions are there any significant differences in performance. Significant controls: Size, industry, and family*size.

A combined size and incentive argument.

Jaffe [1974b], Journal of Business

 

 

 

 

 

Find that managers make abnormal returns when trading in their firm's stock.

The insider-investment argument.

Jain and Kini [1994], Journal of Finance

 

 

 

 

 

Operating profitability declines after going public and so does insider ownership.

 

Jarrell and Poulsen [1987], Journal of Financial Economics

551 adoptions of antitakeover charter amendments among US firms.

1979-85.

1) Insider ownership by officers and directors. 2) Institutional ownership.

30-days' cumulative abnormal return, CAR, by the firm over the interval (AD-20, AD+10) where AD is the announcement date.

None controls.

Other dependents:

The probability of adopting a 'fair price' amendment. This amendment is the least entrenching of five types of amendments.

Event-study. OLS and  logit regressions.

CAR decreases significantly with the adoption of anti-takeover amendments. The more entrenching the type of amendment the larger the decrease in CAR. OLS regression finds no significant relation between ownership and CAR. Logit regression finds that the probability of 'fair price' adoption increases significantly with institutional ownership.

The entrenchment argument. Note that managers can entrench themselves using anti-takeover provisions instead of stock ownership.

Jarrell and Poulsen [1988b], Journal of Financial Economics

94 US firms adopting dual classes of shares with differential voting rights.

1976-87.

Insider ownership by officers and directors.

Four-days' cumulative abnormal return, CAR, by the firm over the interval (AD-1, AD+2) where AD is the announcement date.

1) Net-of-market increase in stock price over previous year. 2) Dummy for NYSE announcing the probating dual class shares in 1984.

Event-study. OLS-regressions.

CAR decreases significantly at the announcement of the introduction of dual-class stocks with differential voting rights. CAR decreases with insider ownership. Significant controls: Net of market increase.

The entrenchment argument.

Jensen and Murphy [1990], Journal of Political Economy

120 largest US firms by market value.

1938 & 1974 & 1984.

% ownership by highest paid executive, typically the CEO.

 

 

 

CEO mean (median) ownership declined from 1.7% (0.3%) in 1938 to 1.5% (0.05%) in 1974 to 1% (0.03%) in 1984. MBOs have increased from $1,2 billion in 1979 to $77 billion in 1987. Franchising accounts for 12% of GDP in 1986, page 245.

 

Johnson et al. [1985], Journal of Accounting and Economics

53 non-anticipated deaths of senior executives in publicly listed US firms.

1971-1982.

Dummy for executive being a corporate founder.

Three-days' standardized cumulative abnormal return, CAR, by the firm over the interval (AD0, AD+2) where AD is the announcement date.

1) Executive position by the dead executive’s compensation / compensation of the highest paid officer excluding the dead one. 2) Executive ability by a composite measure of past performance. 3) Executive cost. 4) Executive benefit.

Event-study. OLS regression in the final model.

No general effect of executive death. However, significant positive returns if executive is the founder. Significant controls: Lower returns for higher executive position.

Use an entrenchment like argument to explain the result on founder death. The result on position is explained by loss of important ability.

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[1] Some of the studies have investigated other issues as well, such as, the relation between ownership structure and the risk of the firm’s performance.

[2] The reported period typically refers to the maximum period that a particular study applies. Often the performance variables are collected over the entire period, whereas the ownership variables and control variables are collected at one year in the investigated period. All studies use publicly traded firms (unless otherwise described), because they are easier to get information about.

[3] Abbreviations: Management control (MC); Ownership control (OC); Owner managed (OM); External control (EC); Strong owner control (SOC); Weak owner control (WOC); All owner control (AOC); Financial control (FC); Majority held (MH); Diffusely held (DH).

[4] The ownership variable is typically measured as concentration of ownership on a particular set of owners, e.g. ownership by managers or institutional investors.

[5] This colon includes 1) independent control variables, 2) dependent variables that are not performance or ownership variables, and 3) variables used for sample classification.