Factors Affecting Strategic Investment Decision-Making and Their Impact on Corporate Financial Performance
Are different factors affecting strategic investing decision-making have impact on firms’ financial performance in the Pakistani context?
A survey was conducted in Pakistani listed manufacturing companies during March–June 2018. The survey was conducted via personal visits to companies’ head offices, and email invitation request was sent. The total of 190 companies was approached from 142 companies responded from which 128 were valid responses. So, the response rate was 67.36%. All the participants were directly engaged in the strategic decision-making process. As were on key posts of the companies, like Chief Financial Officer (CFO), General Manager (GM), Management Accountant (MA), Accounts Manager (AM), and Finance Manager (FM). Further, an analysis was made about the financial performance indicators based on financial statement data; change figures were obtained from 2017 and 2018. Data related gross revenue variations, Net profit fluctuations, equity changes, and overall asset changes were taken from annual reports of the companies. Finally, to view the market changes, the stock market price change from July 2017 to September 2019 was taken as a key variable.
Respondents answered the questions in the survey questionnaire using the likert scale values from 1 to 5 (1 = strongly disagree to 5 = strongly agree). The survey data were first analyzed by using the SPSS 24 for correlation, but also for exploratory factor analysis (EFA) used to find out the factors affecting Strategic investment decision-making.
| Strategy |
| Middle Management |
| Financial Analysis |
| Top Management |
| Net Profit Growth Rate |
| Total Assets Growth Rate |
| Gross Revenue Growth Rate |
| Tobin Q-Proxy
|
| Share Price Growth Rate |
| Variable | Definition |
| Probability Growth Rate (PGR) | Ratio of difference of net profit 2017 & 2018 to net profit 2017 |
| Revenue Growth Rate (RGR) | Ratio of difference of sales 2017 & 2017 to sales 2017 |
| Total Assets Growth Rate (TAGR) | Ratio of Assets growth with time |
| Tobin Q-Proxy (TQP) | Sum of market value of equity plus book value of debt, divided by book value of assets. |
| Share Price Growth (SPG) | The growth June 2017 to September 2019 |
| Variable | Explanation |
| Strategy(F1) | Strategies divided into sections; a, b, c, l and n |
| Middle Management (F2) | Managers sections; e, f, and g |
| Financial Analysis (F3) | Finance sections; h, i and k |
| Top Management (F4) | Top managers sections; d, j and m |
The sections for the independent variables included in the SPSS Component matrix:
Table 1: Factor loadings of SIDM styles (SPSS pattern matrix)
| Variable | Strategy | Middle Management | Financial Analysis | Top Managers | Communality |
| SI proposal whoseexpected financial return meets the minimum requirement of return on investment can be rejected if it does not | 0.781 | 0.686 | |||
| SI decisions are influenced by the relative power of various managers in the firm. | 0.765 | 0.657 | |||
| Lower level managers in the organization are involved in SI decision | 0.702 | 0.544 | |||
| SI decisions are influenced by negotiations among managers in the firm | 0.545 | 0.542 | 0.633 | ||
| SI decisions derive from an explicit corporate strategy | 0.824 | 0.696 | |||
| Existence of formal procedures for evaluating SI decision | 0.357 | 0.778 | 0.734 | ||
| SI decisions emerge through the formal planning processes of your firm | 0.632 | 0.424 | 0.638 | ||
| Financial evaluation techniques are often used in the early analysis of SI | 0.519 | 0.466 | 0.507 | ||
| Evaluation of SI is left to the judgment top management | 0.853 | 0.786 | |||
| Investment opportunities are identified and proposed by top management | 0.801 | 0.676 | |||
| SI proposal rejected if its expected financial return does not meet the minimum requirement of return on investment | 0.320 | 0.420 | -0.367 | 0.454 | |
| SI proposal who’s expected returns fall below the required level can still be accepted for strategic reasons | 0.725 | 0.636 | |||
| SI proposal whose expected financial return meets the minimum requirement of return is rejected if it doesn’t fit the firm’s competitive strategy | 0.574 | -0.662 | 0.783 | ||
| Financial evaluation techniques are often used in the final choice of strategic investment | 0.584 | 0.384 | |||
| Eigen values | 2.653 | 2.468 | 2.089 | 1.602 | |
| Proportion of variance explained (%) | 18.95 | 17.632 | 14.923 | 11.443 | |
| Kaiser Meyer Olkin Measure of sampling adequacy (MSA) | 0.568 | ||||
| Bartlett’s Test of Sphericity (Chi-Square) | 654.936 *** | ||||
| (Number of degrees of freedom) | (91) | ||||
Note: SI – Strategic investment
Factors extracted through principal component analysis, Varimax rotation with Kaiser normalization; converged in 6 iterations
Source: Survey data 2018
Regression Results:
Table 2: Linear-linear regression output of factors affecting SIDM and their influence on corporate financial performance
| Independent variables | PGR | RGR | TAGR | EGR | SPGR |
|
Strategy (F1) |
0.266
(1.118) |
0.162
(-1.408) |
0.871
(-0.162) |
0.817
(-0.232) |
0.468
(-0.728) |
|
Middle Management (F2) |
0.200
(1.289) |
0.060
(1.901) * |
0.397
(0.851) |
0.193
(-1.308) |
0.825
(0.221) |
|
Financial Analysis (F3) |
0.968 (0.040) | 0.108
(-1.620) |
0.384
(-0.873) |
0.588 (0.543) | 0.618
(-0.499) |
|
Top managers (F4) |
0.619 (0.499) | 0.694
(-0.394) |
0.164
(-1.402) |
0.042
(-2.058) |
0.397
(-0.850) |
| Constant | 0.701
(0.386) |
0.071 (1.820) * | 0.026
(2.258) ** |
0.040
(2.081) |
0.123
(-1.554) |
| R2 | 0.022 | 0.050 | 0.033 | 0.047 | 0.014 |
| Adjusted R2 | -0.011 | 0.018 | 0.001 | 0.014 | -0.019 |
Note: *** p<0.01, ** p<0.05, * p<0.1 (denote significance at 1, 5 and 10 percent respectively);
(t-statistic appear in parentheses); PGR, RGR, TAGR, EGR & SPGR are described in section 3.3
Table 3: Linear-log regression output of factors affecting SIDM and their influence on corporate financial performance
| Independent variables | PGR | RGR | TAGR | TQP | SPGR |
|
Strategy (F1) |
0.310
(1.020) |
0.067
(-1.850) * |
0.775
(-0.286) |
0.899
(-0.127) |
0.270
(-1.108) |
|
Middle Management (F2) |
0.209
(-1.263) |
0.028
(2.229) ** |
0.392
(0.859) |
0.131
(-1.520) |
0.694
(0.394) |
|
Financial Analysis (F3) |
0.832 (0.212) | 0.096
(-1.677) * |
0.245
(-1.168) |
0.744
(0.327) |
0.433
(-0.787) |
|
Top managers (F4) |
0.773 (0.298) | 0.880
(-0.152) |
0.208
(-1.265) |
0.021
(-2.336) ** |
0.584
(-0.550) |
| Constant | 0.697
(-0.391) |
0.064
(1.868) * |
0.012
(2.539) ** |
0.011
(2.587) ** |
0.179
(-1.352) |
| R2 | 0.018 | 0.054 | 0.035 | 0.067 | 0.019 |
| Adjusted R2 | -0.015 | 0.022 | 0.003 | 0.035 | -0.014 |
Note: *** p<0.01, ** p<0.05, * p<0.1 (denote significance at 1, 5 and 10 percent respectively);
Table 4: Log-log regression output of factors affecting SIDM and their influence on corporate financial performance
| Independent variables | PGR | RGR | TAGR | TQP | SPGR | |
|
Strategy (F1) |
0.163 (1.410) | 0.885
(-0.145) |
0.256
(1.143) |
0.455 (0.750) | 0.061
(2.923) * |
|
|
Middle Management (F2) |
0.317
(-1.007) |
0.820
(0.228) |
0.361
(-0.918) |
0.637
(-0.474) |
0.065
(-2.860) * |
|
|
Financial Analysis (F3) |
0.876 (0.156) | 0.978
(0.027) |
0.801
(-0.253) |
0.533
(-0.626) |
0.115
(2.198) |
|
|
Top managers (F4) |
0.928
(-0.091) |
0.831
(-0.241) |
0.210
(-1.262) |
0.550
(-0.600) |
0.890
(-0.150) |
|
| Constant | 0.199
(-1.296) |
0.004
(-2.929) *** |
0.015
(-2.482) ** |
0.109
(-1.621) |
0.058
(-2.999) * |
|
| R2 | 0.027 | 0.002 | 0.033 | 0.019 | 0.751 | |
| Adjusted R2 | -0.025 | -0.042 | -0.008 | -0.026 | 0.419 | |
Note: *** p<0.01, ** p<0.05, * p<0.1 (denote significance at 1, 5 and 10 percent respectively);
(t-statistic appear in parentheses); PGR, RGR, TAGR, EGR & SPGR are described in section 3.3
Table 5: Log-linear regression output of factors affecting SIDM and their influence on corporate financial performance
| Independent variables | PGR | RGR | TAGR | TQP | SPGR |
|
Strategy (F1) |
0.050
(1.993) ** |
0.598
(-0.529) |
0.323
(0.993) |
0.592 (0.538) | 0.064
(2.879) * |
|
Middle Management (F2) |
0.337
(-0.967) |
0.548
(0.603) |
0.362
(-0.917) |
0.998 (0.002) | 0.074
(-2.695) * |
|
Financial Analysis (F3) |
0.787
(0.271) |
0.986
(-0.018) |
0.754
(-0.314) |
0.609
(-0.513) |
0.142
(1.982) |
|
Top managers (F4) |
0.896 (0.131) | 0.864
(-0.172) |
0.150
(-1.452) |
0.566
(-0.576) |
0.935
(-0.089) |
| Constant | 0.071
(-1.835) * |
0.004
(-2.978) *** |
0.022
(-2.325) ** |
0.67
(-1.855) * |
0.056
(-3.046) * |
| R2 | 0.051 | 0.006 | 0.036 | 0.013 | 0.749 |
| Adjusted R2 | 0.001 | -0.037 | -0.004 | -0.033 | 0.415 |
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