Chapter 7: Correlation and Multiple Regression Analysis
7.4 Correlation Analysis and Hypothesis Testing
7.4.2 Hypothesis Testing based on Correlation Analysis
Based on the correlation findings discussed in previous section and presented in Table 7.2, an initial hypotheses testing can be provided. As such, Table 7.3 summarises the propositions and relative hypotheses made in Chapter 3, by showing whether they are fully, partially or not supported. Furthermore, the section following will provide the results from the multiple regression analysis. The hypotheses provided below are the alternative (H1) and they appear to be supported when the null hypothesis (H0) is rejected.
Table 7.3 Hypotheses Testing Based on Correlation Analysis
Propositions Hypotheses Result
PA1: Board Control is related to environmental complexity. Not supported
HA1a: Controlling CEO is positively related to environmental complexity. Not supported HA1b: Controlling TMT is positively related to environmental complexity. Not supported HA1c: Seeking internal information is positively related to environmental complexity. Not supported
PA2: Board Control is related to environmental dynamism. Partially supported
HA2a: Controlling CEO is positively related to environmental dynamism. Not supported*
HA2b: Controlling TMT is positively related to environmental dynamism. Not supported*
HA2c: Seeking internal information is positively related to environmental dynamism. Not Supported
PA3: Board Control is related to environmental munificence. Not supported
HA3a: Controlling CEO is positively related to macro-environmental hostility. Not supported HA3b: Controlling TMT is positively related to macro-environmental hostility. Not supported HA3c: Seeking internal information is positively related to macro-environmental hostility. Not supported HA3d: Controlling CEO is positively related to competitive hostility. Not supported HA3e: Controlling TMT is positively related to competitive hostility. Not supported HA3f: Seeking internal information is positively related to competitive hostility. Not supported
PA4: Board Control is related to various board characteristics. Partially supported
HA4a: Controlling CEO is negatively related to board size. Supported
HA4b: Controlling TMT is negatively related to board size. Supported
HA4c: Seeking internal information is positively related to board size. Not supported
HA4d: Controlling CEO is lower when there is CEO duality. Supported
HA4e: Controlling TMT is lower when there is CEO duality. Not supported HA4f: Seeking internal information is lower when there is CEO duality. Not supported HA4g: Controlling CEO is positively related to the ratio of independent directors. Supported HA4h: Controlling TMT is positively related to the ratio of independent directors. Supported HA4i: Seeking internal information is positively related to the ratio of independent directors. Not supported
HA4k: Controlling TMT is positively related to frequency of meetings. Not supported HA4l: Seeking internal information is positively related to frequency of meetings. Not supported
PA5: Board Control is related to respondent’s status in board. Partially supported
HA5a: Controlling CEO is higher when respondent’s status is independent. Supported HA5b: Controlling TMT is higher when respondent’s status is independent. Supported HA5c: Seeking internal information is higher when respondent’s status is independent. Not supported HA5d: Controlling CEO is positively related to the respondent’s tenure in board. Not supported HA5e: Controlling TMT is positively related to the respondent’s tenure in board. Not supported HA5f: Seeking internal information is positively related to the respondent’s tenure in board. Not supported
PB1: Resource Provision is related to environmental complexity. Partially supported
HB1a: Providing Service is positively related to environmental complexity. Not supported*
HB1b: Controlling external contingencies is positively related to environmental complexity. Not supported
PB2: Resource Provision is related to environmental dynamism. Not supported
HB2a: Providing Service is positively related to environmental dynamism. Not supported HB2b: Controlling external contingencies is positively related to environmental dynamism. Not supported
PB3: Resource Provision is related to environmental munificence. Not supported
HB3a: Providing Service is positively related to macro-environmental hostility. Not supported HB3b: Controlling external contingencies is positively related to macro-environmental
hostility.
Not supported HB3c: Providing Service is positively related to competitive hostility. Not supported HB3d: Controlling external contingencies is positively related to competitive hostility. Not supported
PB4: Resource Provision is related to various board characteristics. Partially supported
HB4a: Providing Service is positively related to board size. Not supported HB4b: Controlling external contingencies is positively related to board size. Not supported HB4c: Providing Service is lower when there is CEO duality. Not supported HB4d: Controlling external contingencies lower when there is CEO duality. Not supported HB4e: Providing Service is positively related to the ratio of independent directors. Not supported HB4f: Controlling external contingencies is positively related to the ratio of independent Supported
directors.
HB4g: Providing Service is positively related to frequency of meetings. Not supported HB4h: Controlling external contingencies is positively related to frequency of meetings. Not supported PB5: Resource Provision is related to respondent’s status in board. Partially supported
HB5a: Providing Service is higher when respondent’s status is independent. Not supported HB5b: Controlling external contingencies is higher when respondent’s status is independent. Not supported*
HB5c: Providing Service is positively related to the respondent’s tenure in board. Not supported HB5d: Controlling external contingencies is positively related to the respondent’s tenure in
board.
Supported
PC1: Strategic Involvement is related to environmental complexity. Supported
HC1a: Strategic Involvement is positively related to environmental complexity. Supported
PC2: Strategic Involvement is related to environmental dynamism. Not supported
HC2a: Strategic Involvement is positively related to environmental dynamism. Not supported
PC3: Strategic Involvement is related to environmental munificence. Not supported
HC3a: Strategic Involvement is positively related to macro-environmental hostility. Not supported HC3b: Strategic Involvement is positively related to competitive hostility. Not supported PC4: Strategic Involvement is related to various board characteristics. Partially supported
HC4a: Strategic Involvement has an inverted-U relationship with board size. Not supported HC4b: Strategic Involvement is lower when there is CEO duality. Not supported HC4c: Strategic Involvement is negatively related to the ratio of independent directors. Not supported HC4d: Strategic Involvement is positively related to frequency of meetings. Supported PC5: Strategic Involvement is related to respondent’s status in board. Not supported
HC5a: Strategic Involvement is higher when respondent’s status is independent. Not supported HC5b: Strategic Involvement has an inverted-U relationship with the respondent’s tenure in
board.
Not supported
*Opposite relationship found