Margins
ISSN (E): 2181-4570 ResearchBib Impact Factor: 6,4 / 2023 SJIF 2024 = 5.073/Volume-2, Issue-5
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After identifying the positive strong relationship between “role” and
“transparency”, a margin is determined in order to predict the probability according to
transparency in OLS model. Here the predictive margins will be mentioned below:
Table [4]
In this table , it is seen that our dependent variable, which is role, will be predicted
to be equal to 69,98739 while transparency is in level3. And, since p value=0.000, it is
statistically significant. It is predicted that role can be equal to 97,20329 while
transparency level is 5. It means that when transparency in companies become level 5,
the role of shareholders in companies achieves its high amount than other levels. And
we can conclude that the more transparency level is, the more role of shareholders
increase. According to Stata15 statistics and analysis, the reliability coefficient of our
data-set is equal to 68.01%. It means that our conclusion and results can be 68,01%
credible for implementation in real sectors or companies.
Table [5]
Conclusion and suggestions
Improving shareholders' rights and enhancing their roles within a company is
crucial for promoting corporate governance, transparency, and accountability. After
this all details and statistics mentioned above, it is seen that transparency is one of the
best indicators for improving shareholders’ roles in companies.It is proved by margins
methods in Stata15. In survey , we have given one question that they should choose
5 97.20329 1.759484 55.25 0.000 93.69898 100.7076
4 84.54099 1.14901 73.58 0.000 82.25254 86.82945
3 69.98739 1.388074 50.42 0.000 67.2228 72.75198
2 33.72297 2.03348 16.58 0.000 29.67295 37.773
1 29.24739 5.611181 5.21 0.000 18.07176 40.42303
transparency
Margin Std. Err. t P>|t| [95% Conf. Interval]
Delta-method
Expression : Linear prediction, predict()
Model VCE : OLS
Predictive margins Number of obs = 107
. margins transparency
Scale reliability coefficient: 0.6801
Number of items in the scale: 12
Average interitem correlation: 0.1505
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