• Regression
  • ISSN (E): 2181-4570 ResearchBib Impact Factor: 6,4 / 2023 SJIF 2024 = 5.073/Volume-2, Issue-5




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    479-495 Qarshiboyeva D JURNAL

     
    ISSN (E): 2181-4570 ResearchBib Impact Factor: 6,4 / 2023 SJIF 2024 = 5.073/Volume-2, Issue-5 
    487 
    1.
    Role and FDIs (Foreign Direct Investments): There is a moderate positive 
    correlation of 0.4660 between Role and FDIs, indicating a tendency for higher roles in 
    organizations to coincide with increased levels of Foreign Direct Investments. 
    2.
    Role and transparency: There is a strong relationship of 0.926 between 
    them since p value is 0.000, which means that increases in role make rises in 
    transparency or reverse ways. 
    3.
    Transparency and rights: There is a strong negative correlation of -0.2082 
    between Rights and Transparency, suggesting that as the rights framework improves, 
    transparency tends to decrease in this context. 
    By this table of correlation, it can be determined the relationship between any 
    two variables. And by means of this correlation, we can know that if we want to change 
    in any of these variables, what can happen to other variables whether there will be 
    positive or negative changes or no any changes. It will help us to find solution or make 
    a decision in some challenges.
    Regression 


     
    ISSN (E): 2181-4570 ResearchBib Impact Factor: 6,4 / 2023 SJIF 2024 = 5.073/Volume-2, Issue-5 
    488 
    Regression is a useful way to observe how variables fit together for any desired 
    degree of complexity. The main purpose of regression analysis is to describe the 
    relationship between variables, but it can also be used to: Estimate the value of a 
    variable using the known values of other variables. Predict outcomes and shifts of a 
    variable based on its relationship with other variables. Therefore, regression of our 
    database is determined by Stata 15. In order to find relationship between our variables 
    with more detailed data. Since our survey questions especially consist of categorical 
    variables, each of categorical variables are opened . This interpretation can be extended 
    across all categorical independent variables included in a regression model. Each 
    coefficient for a specific level of a categorical variable will provide information on how 
    that level affects the outcome relative to the omitted category or baseline level. 
    _cons 21.13629 8.095769 2.61 0.011 5.012174 37.26042
    others -2.947494 2.200725 -1.34 0.184 -7.330619 1.43563
    Private company -3.966108 1.993011 -1.99 0.050 -7.935533 .0033169
    LLC(limited liability company) -4.975591 2.403012 -2.07 0.042 -9.761605 -.189578
    Type
    service -.6122325 1.572795 -0.39 0.698 -3.744725 2.52026
    Spheres
    others 3.884519 3.960078 0.98 0.330 -4.002661 11.7717
    6-10 -.6330892 3.080273 -0.21 0.838 -6.767986 5.501807
    11-15 1.761938 2.915674 0.60 0.547 -4.045131 7.569006
    Experience
    other -1.127323 4.160903 -0.27 0.787 -9.41448 7.159835
    master degree 4.453899 3.269637 1.36 0.177 -2.058148 10.96595
    bachelor 3.581454 2.774864 1.29 0.201 -1.945167 9.108075
    PhD 1.074753 3.514755 0.31 0.761 -5.925488 8.074994
    Education_level
    others -3.049368 3.627591 -0.84 0.403 -10.27434 4.175606
    30-35 -2.058738 3.165274 -0.65 0.517 -8.362928 4.245453
    24-29 -.2543103 2.899548 -0.09 0.930 -6.02926 5.52064
    Age
    male -1.635466 1.570426 -1.04 0.301 -4.763239 1.492308
    Gender
    91-100 13.82378 9.304564 1.49 0.141 -4.707863 32.35543
    81-90 11.29974 9.201185 1.23 0.223 -7.026004 29.62549
    61-80 8.098301 9.185768 0.88 0.381 -10.19674 26.39334
    41-60 11.8363 9.326513 1.27 0.208 -6.739065 30.41166
    21-40 9.568776 9.362092 1.02 0.310 -9.077447 28.215
    FDIs
    medium .9783239 1.931242 0.51 0.614 -2.868078 4.824726
    low -.1442816 2.65726 -0.05 0.957 -5.436675 5.148111
    Rights
    5 67.9559 5.978264 11.37 0.000 56.04916 79.86264
    4 55.2936 5.894299 9.38 0.000 43.55409 67.03311
    3 40.73999 5.850482 6.96 0.000 29.08775 52.39224
    2 4.475581 5.875867 0.76 0.449 -7.227222 16.17838
    transparency
    5 .6190439 3.315635 0.19 0.852 -5.984616 7.222704
    4 -3.119538 2.108917 -1.48 0.143 -7.31981 1.080733
    3 -3.389496 2.246504 -1.51 0.135 -7.863797 1.084805
    2 -1.830233 2.258296 -0.81 0.420 -6.328019 2.667553
    opportunityforbeingshareholde
    role Coef. Std. Err. t P>|t| [95% Conf. Interval]
    Total 54394.972 106 513.160113 Root MSE = 6.4086
    Adj R-squared = 0.9200
    Residual 3121.33865 76 41.0702454 R-squared = 0.9426
    Model 51273.6333 30 1709.12111 Prob > F = 0.0000
    F(30, 76) = 41.61
    Source SS df MS Number of obs = 107



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    ISSN (E): 2181-4570 ResearchBib Impact Factor: 6,4 / 2023 SJIF 2024 = 5.073/Volume-2, Issue-5

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