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    2012 
                          

                          
    JAHANGIRNAGAR 
    UNIVERSITY 
     
    KHAIRUZZAMAN MAMUN
     




                                      

                              




    A STUDY ON JOB SATISFACTION IN
    BANKING SECTOR IN BANGLADESH
     
A STUDY ON JOB SATISFACTION IN
  BANKING SECTOR IN BANGLADESH




Prepared for                                               Prepared by
Ms. Mahfuza khatun                  1. Khairuzzaman Mamun
Lecturer                               ID No :20113137
                                       Contact no : 01761808592
Department of Finance & Banking
                                       Email : kpmmamun@gmail.com
Jahangirnagar University            2. Misbah-ul-alam
Savar, Dhaka.                          ID No: 20122405
                                    3. Md. Quamruzzaman
                                       ID No: 20122397
                                    4. Tapash kanti bhattacharjee
                                       ID No: 20122396
                                    5. Mohammad Habibur Rahman
                                       ID No: 20122305
                                    6. Md. Zahurul Islam
                                       ID No: 20122290


Submission Date: December 14,2012
LETTER OF TRANSMITAL



December 14, 2012

Ms. Mahfuza khatun

Lecturer, Department of Finance & Banking

Jahangirnagar University

Dear Ms. Mahfuza

Here is the report that you asked us to conduct on November 09, 2012 on a Study on job
satisfaction in Banking Sector in Bangladesh.

This study focused on different types of discussion and result about the factors of job satisfaction
in banking sector in Bangladesh.

We will be pleased if you have any further query for this you can call us at your convenient time
and place.

Sincerely yours,

    1. Khairuzzaman Mamun
       ID No :20113137
       Mob: 01761808592
       Email : kpmmamun@gmail.com
    2. Misbah-ul-alam
       ID No: 20122405
    3. Md. Quamruzzaman
       ID No: 20122397
    4. Tapash kanti bhattacharjee
       ID No: 20122396
    5. Mohammad Habibur Rahman
       ID No: 20122305
    6. Md. Zahurul Islam
       ID No: 20122290

 
ABSTRACT

This report study is aimed at finding the relationship between the overall
satisfaction and the various factors of job satisfaction such as payment, promotion,
security, treatment, bonus etc. taking bank of Bangladesh into consideration. It
overviews some theoretical literature on these satisfaction factors and presents the
regression outputs and their interpretation.

The findings of the study are:

    1. Position of the various satisfaction level of factors of bank.
    2. The regression output has components:

                 o   Regression statistics table
                 o   Correlation table
                 o   Model summery
                 o   ANOVA table
                 o   Regression coefficients table

    3. And their interpretation.

Quantitative data is taken by conducting the survey two banks in savar such as
Dutch-Bangla Bank Lt. and Sonali Bank Lt.


 
Sequence of contents 
 
 

    Introduction
    Analysis and Interpretation
        regression output

    o   Regression statistics table
    o   Model summery
    o   ANOVA table
    o   Regression coefficients table



    Recommendations & suggestions
    Conclusions
    References
 
Introduction
Job satisfaction is how content an individual is with his or her job. Scholars and
human resource professionals generally make a distinction between affective job
satisfaction and cognitive job satisfaction. Affective job satisfaction is the extent
of pleasurable emotional feelings individuals have about their jobs overall, and is
different to cognitive job satisfaction which is the extent of individuals’
satisfaction with particular facets of their jobs, such as pay, promotion, security,
working environment, and numerous other aspects of their jobs.

At its most general level of conceptualization, job satisfaction is simply how
content an individual is with his or her job. At the more specific levels of
conceptualization used by academic researchers and human resources
professionals, job satisfaction has varying definitions. Affective job satisfaction is
usually defined as an one-dimensional subjective construct representing an overall
emotional feeling individuals have about their job as a whole. Hence, affective job
satisfaction for individuals reflects the degree of pleasure or happiness their job in
general induces. Cognitive job satisfaction is usually defined as being a more
objective and logical evaluation of various facets of a job. As such, cognitive job
satisfaction can be one-dimensional if it comprises evaluation of just one aspect of
a job, such as pay or maternity leave, or multidimensional if two or more facets of
a job are simultaneously evaluated. Cognitive job satisfaction does not assess the
degree of pleasure or happiness that arises from specific job facets, but rather
gauges the extent to which those job facets are judged by the job holder to be
satisfactory in comparison with objectives they themselves set or with other jobs.
While cognitive job satisfaction might help to bring about affective job
satisfaction, the two constructs are distinct, not necessarily directly related, and
have different antecedents and consequences.

                           
Analysis and Interpretation
For analyzing and interpretation we have selected two branch of bank in savar and
conducted a survey for data. The banks are Dutch-Bangla Bank Lt and Sonali Bank
Lt. Then we have run regression by SPSS taking Overall Satisfaction (os) as
dependent variable and Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF as independent
variable. Where questionnaire of this survey was as below

                                             Questionnaire

Dear Respondent:

I am an MBA, student of Faculty of Business Administration, Jahangirnagar University, Savar, Dhaka.
For my academic purpose I require data regarding “job satisfaction level”. It would be highly
appreciable if you provide me some necessary information. I also assure you that this data will be used for
only academic purpose; the information collected from you will be reserved with strict confidentiality.
Thanks to you in advance!

Name: ……………………………………………………………….

Part-A: Demographic Profile

a. Gender:

            Male       Female

b. Marital Status:

            Single     Married

c. Age …………..years.

Part-B: Job Satisfaction

Job satisfaction means as a positive feeling about a job resulting from an evaluation of its characteristics.

These characteristics can be rated by any percentage.

Characteristics are:

    1. Pay: what is your satisfaction level (in %) in job payment?
    2. PS: what is your satisfaction level (in %) in job promotion?
3. SS: what is your satisfaction level (in %) in job security? Here the security means the
        organizational support when one falls in any problem.
    4. TFS: what is your satisfaction level (in %) in treatment facilities?
    5. CR: what is your satisfaction level (in %) about coworker relationship?
    6. WE: what is your satisfaction level (in %) about working environment?
    7. TF: what is your satisfaction level (in %) in transportation facility?
    8. LF: what is your satisfaction level (in %) in leave facility?
    9. BF: what is your satisfaction level (in %) in bonus facility?
    10. AF: what is your satisfaction level (in %) in accommodation facilities?
    11. OS: what is your overall job satisfaction level (in %)?

Please tick (√) anyone of the satisfaction level options for each one of the following factors



satisfaction level                   0-       11-      21-   31-   41-   51-   61-    71-      81-      91-
                                     10%      20%      30    40%   50%   60%   70%    80%      90%      100
                                                       %                                                %
    1. Job payment                   1        2        3     4     5     6     7      8        9        10
    2. Job promotion                 1        2        3     4     5     6     7      8        9        10
    3. Job security                  1        2        3     4     5     6     7      8        9        10
    4. Treatment facilities          1        2        3     4     5     6     7      8        9        10
    5. Coworker relationship         1        2        3     4     5     6     7      8        9        10
    6. Working environment           1        2        3     4     5     6     7      8        9        10
    7. Transportation facility       1        2        3     4     5     6     7      8        9        10
    8. Leave facility                1        2        3     4     5     6     7      8        9        10
    9. Bonus facility                1        2        3     4     5     6     7      8        9        10
    10. Accommodation                1        2        3     4     5     6     7      8        9        10
        facilities
    11. Overall facility             1        2        3     4     5     6     7      8        9        10


Thank you for your kind cooperation and wish you every success and growth.

After conducting the survey the data have been accumulated by the following table:

NAME                                     Pay PS        SS    TFS   CR    W     TF LF BF A               OS
                                                                         E              F

Md. Sadek Ali                            70       60   10    40    50    20    50    40   50       10   20
                                                       0
Md. Mojibor Rahman                       60       70   80    10    50    50    10    60   60       10   60
Mrs. Dil Afroza                          10       10   90    10    90    50    10    90   50       60   60
Md. Nijamuddin                           80       30   40    10    90    60    10    60   50       60   40
Md. Mokbul Hossain                       50       60   70    10    70    60    10    60   70       60   60
Md. Nazmul Alam      50   50   90   20    80   70   10   80   80   80   70
Md. Zinnat Ali       50   60   40   10    70   60   10   20   50   70   70
Md. Sultan Hossain   30   40   90   10    70   70   10   50   60   20   60
Md. Jahirul Islam    50   60   10   10    60   50   10   70   50   30   70
                               0
Md. Abdullah         20   30   90   10    50   50   10   40   50   20   70
Md. Jahir Uddin      50   60   10   10    60   60   10   60   70   20   80
                               0
Rezwana Parvez       30   50   10   10    50   30   10   50   50   20   80
                               0
Hone Ara             40   40   10   10    60   40   10   60   70   30   90
                               0
Niamat Ullah         80   90   90   50    100 10    10   30   50   10   70
                                              0
Mahmudul Hassan      90   40   40   20    90 70     10   10   10   10   70
Arifur Rahman        80   70   80   80    90 90     10   20   10   10   70
Md. Shibli Sadique   70   70   10   30    90 90     10   20   30   50   70
                               0
Md. Tarikul Islam    70   50   60   50    70 60     10   50   40   70   40
S.M. Shaheen         80   80   10   50    100 10    10   50   50   10   70
                               0              0
Mahbubur Rahman      80   90   10   50    100 10    10   50   50   10   70
                               0              0
Gobida Sarkar        90   70   80   70    100 10    10   60   50   10   80
                                              0
Bijan Kumar          90   80   70   70    100 10    10   50   40   10   70
                                              0
Mamun Hawlader       90   50   10   100   100 10    10   40   90   10   80
                               0              0
Md. Jan Ali          70   80   80   90    80 80     10   30   40   10   70
Mir Sharif Hossain   60   80   80   20    90 70     10   70   80   10   60
Md. Ahasanul alom    70   90   90   50    100 10    10   30   50   10   70
                                              0
Md Masudur Islam     60   30   60   20    70 50     10   30   50   70   60
Faria Alam           90   40   10   100   100 10    10   20   50   10   80
                               0              0
Md. Kamruzzaman      80   90   70   30    90 10     10   60   80   10   80
                                              0
Md. Rafiqul Islam    90   90   90   20    80 10     10   80   90   10   90
                                              0
The regression output has components:

     •   Regression statistics table
     •   Model summery
     •   ANOVA table
     •   Regression coefficients table

INTERPRET REGRESSION STATISTICS TABLE

         Descriptive Statistics


               Mean          Std. Deviation   N
OS              67.6667            14.54679       30
PAY              64.3333          22.38893        30
PS               60.3333          21.73244        30
SS               82.6667          18.92514        30
TFS              35.6667          29.44116        30
CR               80.0000          17.81127        30
WE               72.6667          24.34427        30
TF               11.3333           7.30297        30
LF               48.0000          20.23994        30
BF               54.0000          19.22642        30
AF               27.3333          24.20221        30


This table presents mean and deviation of dependent variable overall satisfaction (os) and
independent variables Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF.
GRAPH:
Bar diagram:
          100




          80




          60




          40




          20
   Mean




           0
                OS   PAY   PS   SS   TFS   CR   WE   TF   LF    BF   AF


Pie Chart of independent variables:



   AF
                                                               PAY
   BF



                                                                PS
   LF



   TF



                                                                SS
   WE



                                                               TFS
   CR




                                                                      
 

                          Model Summary

This is the following output of greatest interest is R Square.

                                                 Explanation
Multiple R                0.828(a)               R = square root of R2
R Square                  0.686                  R2
Adjusted R Square         0.520                  Adjusted R2 used if more than one x variable
                                                 This is the sample estimate of the standard deviation of the
Standard Error                        10.07836
                                                 error.
Observations              30                     Number of observations used in the regression (n)

The above gives the overall goodness-of-fit measures:


R2 = 0.686 means that 68.6% of the variation of OS can be explained by the regressors Pay,
PS, SS, TFS, CR, WE, TF, LF, BF, AF.

An ANOVA table is given. This is often skipped.

             df      SS                     MS                      F            Significance F
Regression        10 4206.771                             420.677 4.142                               .004(a)
Residual          19 1929.895                             101.573
Total             29 6136.667


The ANOVA (analysis of variance) table splits the sum of squares into its components.

Total sums of squares
= Residual (or error) sum of squares + Regression (or explained) sum of squares.

The column labeled significance F has the associated P-value. Since 0.004 < 0.05, we reject H0
at significance level 0.05.

INTERPRET REGRESSION COEFFICIENTS TABLE

The regression output of most interest is the following table of coefficients and associated
output:

             Coefficient St. error t Stat               P-value Lower 95%             Upper 95%
Intercept           66.728        19.220     3.472          .003            26.500                    106.956
PAY                   .091           .172        .529       .603              -.269                      .452
PS               -.058     .139      -.415     .683                 -.349            .234
SS                .261     .149     1.758      .095                 -.050            .573
TFS              -.070     .111      -.626     .539                 -.302            .163
CR               -.146     .262      -.559     .583                 -.694            .402
WE                .120     .275       .437     .667                 -.455            .695
TF              -1.386     .392     -3.536     .002                -2.206            -.566
LF               -.161     .141     -1.138     .269                 -.456            .135
BF                .182     .139     1.308      .206                 -.109            .473
AF               -.147     .106     -1.380     .184                 -.369            .076


A simple summary of the above output is that the fitted line is

OVERALL SATISFACTION = 66.728 + 0.091PAY - 0.058PS + 0.261SS -
0.070TFS - 0.146CR + 0.120WE - 1.386TF - 0.161LF + 0.182BF - 0.147AF

CONFIDENCE INTERVALS FOR SLOPE COEFFICIENTS

95% confidence interval for slope coefficient PAY is from output (-0.269, 0 .452).

95% confidence interval for slope coefficient PS is from output (-0.349, 0.234).

95% confidence interval for slope coefficient SS is from output (-0.050, 0.573).

95% confidence interval for slope coefficient TFS is from output (-0.302, 0.163).

95% confidence interval for slope coefficient CR is from output (-0.694, 0.402).

95% confidence interval for slope coefficient WE is from output (-0.455, 0.695).

95% confidence interval for slope coefficient TF is from output (-2.206, -0.566).

95% confidence interval for slope coefficient LF is from output (-0.456, 0.135).

95% confidence interval for slope coefficient BF is from output (-0.109, 0.473).

95% confidence interval for slope coefficient AF is from output (-0.369, 0.076).


                         Recommendations & suggestions
Since R2 = 0.686. It means that 68.6% of the variation of OS can be explained by
the regressors Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF. So, it should take into
consideration.

Again since, fitted line is
OVERALL SATISFACTION = 66.728 + 0.091PAY - 0.058PS + 0.261SS -
0.070TFS - 0.146CR + 0.120WE - 1.386TF - 0.161LF + 0.182BF - 0.147AF

So, we are recommending that payment, job security, working environment and
bonus facility should be taken into consideration as emphasizing factors to increase
overall job satisfaction in banking sector in Bangladesh.

                                 Conclusions
Based on this study it can be said that if banking sector in Bangladesh follow the 
suggestion of this study then they will be more benefited and more successful in 
their business. 



                                  References
      Book Name:
      Organizational behavior
      Robbins & Judge
      13th Edition

      Search engine: www.google.com
      Wikipedia.




 

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A STUDY ON JOB SATISFACTION IN BANKING SECTOR IN BANGLADESH

  • 1.   2012        JAHANGIRNAGAR  UNIVERSITY    KHAIRUZZAMAN MAMUN         A STUDY ON JOB SATISFACTION IN BANKING SECTOR IN BANGLADESH  
  • 2. A STUDY ON JOB SATISFACTION IN BANKING SECTOR IN BANGLADESH Prepared for Prepared by Ms. Mahfuza khatun 1. Khairuzzaman Mamun Lecturer ID No :20113137 Contact no : 01761808592 Department of Finance & Banking Email : kpmmamun@gmail.com Jahangirnagar University 2. Misbah-ul-alam Savar, Dhaka. ID No: 20122405 3. Md. Quamruzzaman ID No: 20122397 4. Tapash kanti bhattacharjee ID No: 20122396 5. Mohammad Habibur Rahman ID No: 20122305 6. Md. Zahurul Islam ID No: 20122290 Submission Date: December 14,2012
  • 3. LETTER OF TRANSMITAL December 14, 2012 Ms. Mahfuza khatun Lecturer, Department of Finance & Banking Jahangirnagar University Dear Ms. Mahfuza Here is the report that you asked us to conduct on November 09, 2012 on a Study on job satisfaction in Banking Sector in Bangladesh. This study focused on different types of discussion and result about the factors of job satisfaction in banking sector in Bangladesh. We will be pleased if you have any further query for this you can call us at your convenient time and place. Sincerely yours, 1. Khairuzzaman Mamun ID No :20113137 Mob: 01761808592 Email : kpmmamun@gmail.com 2. Misbah-ul-alam ID No: 20122405 3. Md. Quamruzzaman ID No: 20122397 4. Tapash kanti bhattacharjee ID No: 20122396 5. Mohammad Habibur Rahman ID No: 20122305 6. Md. Zahurul Islam ID No: 20122290  
  • 4. ABSTRACT This report study is aimed at finding the relationship between the overall satisfaction and the various factors of job satisfaction such as payment, promotion, security, treatment, bonus etc. taking bank of Bangladesh into consideration. It overviews some theoretical literature on these satisfaction factors and presents the regression outputs and their interpretation. The findings of the study are: 1. Position of the various satisfaction level of factors of bank. 2. The regression output has components: o Regression statistics table o Correlation table o Model summery o ANOVA table o Regression coefficients table 3. And their interpretation. Quantitative data is taken by conducting the survey two banks in savar such as Dutch-Bangla Bank Lt. and Sonali Bank Lt.  
  • 5. Sequence of contents      Introduction Analysis and Interpretation regression output o Regression statistics table o Model summery o ANOVA table o Regression coefficients table Recommendations & suggestions Conclusions References  
  • 6. Introduction Job satisfaction is how content an individual is with his or her job. Scholars and human resource professionals generally make a distinction between affective job satisfaction and cognitive job satisfaction. Affective job satisfaction is the extent of pleasurable emotional feelings individuals have about their jobs overall, and is different to cognitive job satisfaction which is the extent of individuals’ satisfaction with particular facets of their jobs, such as pay, promotion, security, working environment, and numerous other aspects of their jobs. At its most general level of conceptualization, job satisfaction is simply how content an individual is with his or her job. At the more specific levels of conceptualization used by academic researchers and human resources professionals, job satisfaction has varying definitions. Affective job satisfaction is usually defined as an one-dimensional subjective construct representing an overall emotional feeling individuals have about their job as a whole. Hence, affective job satisfaction for individuals reflects the degree of pleasure or happiness their job in general induces. Cognitive job satisfaction is usually defined as being a more objective and logical evaluation of various facets of a job. As such, cognitive job satisfaction can be one-dimensional if it comprises evaluation of just one aspect of a job, such as pay or maternity leave, or multidimensional if two or more facets of a job are simultaneously evaluated. Cognitive job satisfaction does not assess the degree of pleasure or happiness that arises from specific job facets, but rather gauges the extent to which those job facets are judged by the job holder to be satisfactory in comparison with objectives they themselves set or with other jobs. While cognitive job satisfaction might help to bring about affective job satisfaction, the two constructs are distinct, not necessarily directly related, and have different antecedents and consequences.    
  • 7. Analysis and Interpretation For analyzing and interpretation we have selected two branch of bank in savar and conducted a survey for data. The banks are Dutch-Bangla Bank Lt and Sonali Bank Lt. Then we have run regression by SPSS taking Overall Satisfaction (os) as dependent variable and Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF as independent variable. Where questionnaire of this survey was as below Questionnaire Dear Respondent: I am an MBA, student of Faculty of Business Administration, Jahangirnagar University, Savar, Dhaka. For my academic purpose I require data regarding “job satisfaction level”. It would be highly appreciable if you provide me some necessary information. I also assure you that this data will be used for only academic purpose; the information collected from you will be reserved with strict confidentiality. Thanks to you in advance! Name: ………………………………………………………………. Part-A: Demographic Profile a. Gender:  Male  Female b. Marital Status:  Single  Married c. Age …………..years. Part-B: Job Satisfaction Job satisfaction means as a positive feeling about a job resulting from an evaluation of its characteristics. These characteristics can be rated by any percentage. Characteristics are: 1. Pay: what is your satisfaction level (in %) in job payment? 2. PS: what is your satisfaction level (in %) in job promotion?
  • 8. 3. SS: what is your satisfaction level (in %) in job security? Here the security means the organizational support when one falls in any problem. 4. TFS: what is your satisfaction level (in %) in treatment facilities? 5. CR: what is your satisfaction level (in %) about coworker relationship? 6. WE: what is your satisfaction level (in %) about working environment? 7. TF: what is your satisfaction level (in %) in transportation facility? 8. LF: what is your satisfaction level (in %) in leave facility? 9. BF: what is your satisfaction level (in %) in bonus facility? 10. AF: what is your satisfaction level (in %) in accommodation facilities? 11. OS: what is your overall job satisfaction level (in %)? Please tick (√) anyone of the satisfaction level options for each one of the following factors satisfaction level 0- 11- 21- 31- 41- 51- 61- 71- 81- 91- 10% 20% 30 40% 50% 60% 70% 80% 90% 100 % % 1. Job payment 1 2 3 4 5 6 7 8 9 10 2. Job promotion 1 2 3 4 5 6 7 8 9 10 3. Job security 1 2 3 4 5 6 7 8 9 10 4. Treatment facilities 1 2 3 4 5 6 7 8 9 10 5. Coworker relationship 1 2 3 4 5 6 7 8 9 10 6. Working environment 1 2 3 4 5 6 7 8 9 10 7. Transportation facility 1 2 3 4 5 6 7 8 9 10 8. Leave facility 1 2 3 4 5 6 7 8 9 10 9. Bonus facility 1 2 3 4 5 6 7 8 9 10 10. Accommodation 1 2 3 4 5 6 7 8 9 10 facilities 11. Overall facility 1 2 3 4 5 6 7 8 9 10 Thank you for your kind cooperation and wish you every success and growth. After conducting the survey the data have been accumulated by the following table: NAME Pay PS SS TFS CR W TF LF BF A OS E F Md. Sadek Ali 70 60 10 40 50 20 50 40 50 10 20 0 Md. Mojibor Rahman 60 70 80 10 50 50 10 60 60 10 60 Mrs. Dil Afroza 10 10 90 10 90 50 10 90 50 60 60 Md. Nijamuddin 80 30 40 10 90 60 10 60 50 60 40 Md. Mokbul Hossain 50 60 70 10 70 60 10 60 70 60 60
  • 9. Md. Nazmul Alam 50 50 90 20 80 70 10 80 80 80 70 Md. Zinnat Ali 50 60 40 10 70 60 10 20 50 70 70 Md. Sultan Hossain 30 40 90 10 70 70 10 50 60 20 60 Md. Jahirul Islam 50 60 10 10 60 50 10 70 50 30 70 0 Md. Abdullah 20 30 90 10 50 50 10 40 50 20 70 Md. Jahir Uddin 50 60 10 10 60 60 10 60 70 20 80 0 Rezwana Parvez 30 50 10 10 50 30 10 50 50 20 80 0 Hone Ara 40 40 10 10 60 40 10 60 70 30 90 0 Niamat Ullah 80 90 90 50 100 10 10 30 50 10 70 0 Mahmudul Hassan 90 40 40 20 90 70 10 10 10 10 70 Arifur Rahman 80 70 80 80 90 90 10 20 10 10 70 Md. Shibli Sadique 70 70 10 30 90 90 10 20 30 50 70 0 Md. Tarikul Islam 70 50 60 50 70 60 10 50 40 70 40 S.M. Shaheen 80 80 10 50 100 10 10 50 50 10 70 0 0 Mahbubur Rahman 80 90 10 50 100 10 10 50 50 10 70 0 0 Gobida Sarkar 90 70 80 70 100 10 10 60 50 10 80 0 Bijan Kumar 90 80 70 70 100 10 10 50 40 10 70 0 Mamun Hawlader 90 50 10 100 100 10 10 40 90 10 80 0 0 Md. Jan Ali 70 80 80 90 80 80 10 30 40 10 70 Mir Sharif Hossain 60 80 80 20 90 70 10 70 80 10 60 Md. Ahasanul alom 70 90 90 50 100 10 10 30 50 10 70 0 Md Masudur Islam 60 30 60 20 70 50 10 30 50 70 60 Faria Alam 90 40 10 100 100 10 10 20 50 10 80 0 0 Md. Kamruzzaman 80 90 70 30 90 10 10 60 80 10 80 0 Md. Rafiqul Islam 90 90 90 20 80 10 10 80 90 10 90 0
  • 10. The regression output has components: • Regression statistics table • Model summery • ANOVA table • Regression coefficients table INTERPRET REGRESSION STATISTICS TABLE Descriptive Statistics Mean Std. Deviation N OS 67.6667 14.54679 30 PAY 64.3333 22.38893 30 PS 60.3333 21.73244 30 SS 82.6667 18.92514 30 TFS 35.6667 29.44116 30 CR 80.0000 17.81127 30 WE 72.6667 24.34427 30 TF 11.3333 7.30297 30 LF 48.0000 20.23994 30 BF 54.0000 19.22642 30 AF 27.3333 24.20221 30 This table presents mean and deviation of dependent variable overall satisfaction (os) and independent variables Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF.
  • 11. GRAPH: Bar diagram: 100 80 60 40 20 Mean 0 OS PAY PS SS TFS CR WE TF LF BF AF Pie Chart of independent variables: AF PAY BF PS LF TF SS WE TFS CR  
  • 12.   Model Summary This is the following output of greatest interest is R Square. Explanation Multiple R 0.828(a) R = square root of R2 R Square 0.686 R2 Adjusted R Square 0.520 Adjusted R2 used if more than one x variable This is the sample estimate of the standard deviation of the Standard Error 10.07836 error. Observations 30 Number of observations used in the regression (n) The above gives the overall goodness-of-fit measures: R2 = 0.686 means that 68.6% of the variation of OS can be explained by the regressors Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF. An ANOVA table is given. This is often skipped. df SS MS F Significance F Regression 10 4206.771 420.677 4.142 .004(a) Residual 19 1929.895 101.573 Total 29 6136.667 The ANOVA (analysis of variance) table splits the sum of squares into its components. Total sums of squares = Residual (or error) sum of squares + Regression (or explained) sum of squares. The column labeled significance F has the associated P-value. Since 0.004 < 0.05, we reject H0 at significance level 0.05. INTERPRET REGRESSION COEFFICIENTS TABLE The regression output of most interest is the following table of coefficients and associated output: Coefficient St. error t Stat P-value Lower 95% Upper 95% Intercept 66.728 19.220 3.472 .003 26.500 106.956 PAY .091 .172 .529 .603 -.269 .452
  • 13. PS -.058 .139 -.415 .683 -.349 .234 SS .261 .149 1.758 .095 -.050 .573 TFS -.070 .111 -.626 .539 -.302 .163 CR -.146 .262 -.559 .583 -.694 .402 WE .120 .275 .437 .667 -.455 .695 TF -1.386 .392 -3.536 .002 -2.206 -.566 LF -.161 .141 -1.138 .269 -.456 .135 BF .182 .139 1.308 .206 -.109 .473 AF -.147 .106 -1.380 .184 -.369 .076 A simple summary of the above output is that the fitted line is OVERALL SATISFACTION = 66.728 + 0.091PAY - 0.058PS + 0.261SS - 0.070TFS - 0.146CR + 0.120WE - 1.386TF - 0.161LF + 0.182BF - 0.147AF CONFIDENCE INTERVALS FOR SLOPE COEFFICIENTS 95% confidence interval for slope coefficient PAY is from output (-0.269, 0 .452). 95% confidence interval for slope coefficient PS is from output (-0.349, 0.234). 95% confidence interval for slope coefficient SS is from output (-0.050, 0.573). 95% confidence interval for slope coefficient TFS is from output (-0.302, 0.163). 95% confidence interval for slope coefficient CR is from output (-0.694, 0.402). 95% confidence interval for slope coefficient WE is from output (-0.455, 0.695). 95% confidence interval for slope coefficient TF is from output (-2.206, -0.566). 95% confidence interval for slope coefficient LF is from output (-0.456, 0.135). 95% confidence interval for slope coefficient BF is from output (-0.109, 0.473). 95% confidence interval for slope coefficient AF is from output (-0.369, 0.076). Recommendations & suggestions Since R2 = 0.686. It means that 68.6% of the variation of OS can be explained by the regressors Pay, PS, SS, TFS, CR, WE, TF, LF, BF, AF. So, it should take into consideration. Again since, fitted line is
  • 14. OVERALL SATISFACTION = 66.728 + 0.091PAY - 0.058PS + 0.261SS - 0.070TFS - 0.146CR + 0.120WE - 1.386TF - 0.161LF + 0.182BF - 0.147AF So, we are recommending that payment, job security, working environment and bonus facility should be taken into consideration as emphasizing factors to increase overall job satisfaction in banking sector in Bangladesh. Conclusions Based on this study it can be said that if banking sector in Bangladesh follow the  suggestion of this study then they will be more benefited and more successful in  their business.  References Book Name: Organizational behavior Robbins & Judge 13th Edition Search engine: www.google.com Wikipedia.