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THE IMPACT OF HUMAN RESOURCES
MANAGEMENT PRACTICES ON PERCEPTION
OF ORGANIZATIONAL PERFORMANCE
THE ACADEMY OF MANAGEMENT JOURNAL, VOL. 39, NO.4,
AUG. 1996, PP. 949-969.
Presented by:
Srijana Pal
Sujan Bhattarai
Sujata Yadav
Surakshya Parajuli
Surendra Poudel
INTRODUCTION
PURPOSE OF STUDY
SIGNIFICANCE OF STUDY
METHODOLOGY ASPECT
QUESTIONNAIRES
Variable items Mean Range Α
Perceived organizational performance
How would you compare the organization’s performance over the past
3 years to that of other organizations that do the same kind of work?
What about
Quality of products, service, or programs? 3.26 1—4 .85
Development of new products, service, or programs? 3.02
Ability to attract essential employees? 2.88
Ability to retain essential employees? 3.01
Satisfaction of customers or clients? 3.17
Relations between management and other employees? 3.00
Relations among employees in general? 2.96
Perceived market performancea
Compared to other organizations that do the same kind of work, how
would you compare the organization’s performance over the last 3
years in terms of…
Marketing? 2.88 1—4 .86
Growth in sales? 2.92
Profitability? 2.90
Table 1a
Questionnaire items for the Independent and Dependent variables
Employee skills
Staffing selectivityb
In the past 2 years, about how many applications
have you considered for each CORE opening?
0.10 .66
In the past 2 years, about how many applications
have you considered for each GSS opening?
0.08
In the past 2 years, about how many applications
have you considered for each MANAGERIAL
opening?
0.09
Training effectivenessb
Apart from on-the-job training, in the past 2 years
did the organization provide any employees with
formal job training, either on or off the premises?
0.05 .88
Within the last 2 years, how many employees
participated in formal job training?
0.08
Overall, how effective would you say your
employee training is?
0.04
Table 1 (continued)
Variable and items Mean Range α
Variable and items Mean Range α
Employee motivation
Incentive compensation
How important is job performance in determining the
earnings of managers and administrators?
2.73 1—3 .83
How important is job performance in determining the
earnings of COREs?
2.56
How important is job performance in determining the
earnings of most GSSs?
2.55
Grievance procedure
Are there formal procedures for resolving disputes
between employees and their supervisors or
coworkers?
0.70 0—1
Table 1 (continued)
Structure of jobs and work
Decentralized decision making
Who actually makes the final decision about the number of
people employed here?
2.78 1—5 .91
Who actually makes the final decision about which new
employees to hire?
3.77
Who actually makes the final decision about using
subcontractors or temporary employees?
3.50
Who actually makes the final decision aboutevaluating worker
performance?
4.11
Who actually makes the final decision about worker
promotions?
3.63
Who actually makes the final decision about wage rates or
salary levels?
2.75
Who actually makes the final decision about discharging or
laying off workers?
3.34
Who actually makes the final decision about scheduling and
overtime?
4.10
Variable and items Mean Range α
Internal labor market
Do you sometimes fill CORE vacancies with people already
employed at the organization?
1.59 1—2 .82
Is it possible for a CORE to be promoted to a level above
CORE?
1.74
Do you sometimes fill GSS vacancies with people already
employed at the organization?
1.56
Is it possible for a GSS to be promoted to a level above GSS? 1.69
Do you sometimes fill managerial or administrative vacancies
with people already employed at the organization?
1.75
Vertical hierarchyc
About how many levels are there between the lowest and
highest positions as the organization, including both the
lowest and highest levels?
1.85
*N=590, except for perceived market performance, where N=373. Latter was
available only for publicly held firms.
bStandard score of logged value for all.
cValue is a logarithm.
Variable and items Mean Range α
DATA ANALYSIS
Variables Mean s.d. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
1.Perceived
organization
al
performance
3.05 0.65
2.Perceived
market
performance
2.85 0.76 0.51
3.Staff
selectivity
0.09 0.79 0.01 0.19
4.Training 0.05 0.88 0.06 0.19 0.38
5.Incentive
compensatio
n
2.62 0.59 0.17 0.13 0.05 0.01
6.Grievance
procedure
0.70 0.46 -
0.06
0.12 0.30 0.47 -
0.08
7.Decentrali
zed decision
making
3.49 0.97 0.07 -
0.01
0.24 0.26 0.18 0.08
8.Internal
labor market
1.67 0.35 -
0.06
0.20 0.38 0.56 0.02 0.52 0.22
9.Vertical
hierarchy
1.85 0.66 0.02 0.17 0.27 0.46 -
0.01
0.41 0.32 0.52
Table 2
Mean, standard deviations, and Correlations for all variables
10.Nonprofit
organization
1.35 0.48 -
0.21
0.21 0.26 -
0.23
0.40 -
0.08
0.20 0.17
11.Subsidiar
y
1.44 0.50 0.11 -
0.12
-
0.12
-
0.30
0.07 -
0.43
0.26 -
0.42
-
0.25
-
0.17
12.Log of
total
employment
4.15 2.36 -
0.06
0.11 0.42 0.64 -
0.04
0.56 0.49 0.67 0.62 0.29 -
0.29
13.Log of
firm age
3.16 1.18 -
0.17
-
0.10
0.21 0.28 -
0.01
0.31 0.20 0.34 0.28 0.36 -
0.10
0.43
13.Percent
managers
0.24 0.28 0.00 -
0.22
-
0.35
-
0.50
0.05 -
0.49
-
0.20
-
0.55
-
0.46
-
0.27
0.25 -
0.67
-
0.30
14.Union
pressure
1.40 0.59 -
0.12
-
0.02
0.15 0.26 -
0.33
0.35 0.00 0.28 0.25 0.21 -
0.28
0.36 0.17 -
0.29
15.Product 0.15 0.36 0.04 0.00 -
0.03
0.11 -
0.01
0.06 0.19 0.11 0.12 -
0.30
-
0.07
0.24 0.04 -
0.11
0.11
16.Service 0.74 0.44 -
0.05
0.05 -
0.01
-
0.06
-
0.03
-
0.07
-
0.20
-
0.16
-
0.10
0.37 0.09 -
0.19
-
0.01
0.08 -
0.11
-
0.72
17.Both
product and
services
0.10 0.30 0.02 -
0.06
0.05 -
0.04
0.06 0.03 0.03 0.07 0.10 0.00 -
0.17
-
0.05
0.00 -
0.03
0.02 -
0.14
-
0.58
18.Market
competition
0.44 0.50 0.12 -
0.13
-
0.01
0.08 0.18 -
0.08
0.17 0.06 0.04 -
0.38
-
0.02
0.07 -
0.05
-
0.04
-
0.07
0.20 -
0.21
0.06
Variables Mean s.d. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
REGRESSION
TABLE 3: RESULTS OF REGRESSION ANALYSIS FOR PERCEIVED ORGANIZATIONAL PERFORMANCE
Variable Model 1 Model 2 Model 3 Model 4 Model 5
Constant Yes 3.517**
(0.330)
3.167**
(0.288)
3.344**
(0.732)
3.334**
(0.472)
Staffing selectivity 0.044
(0.038)
0.015
(0.038)
0.011
(0.038)
-0.001
(0.041)
-0.008
(0.040)
Training 0.130**
(0.040)
0.125**
(0.041)
0.111**
(0.040)
0.123**
(0.041)
0.111**
(0.040)
Incentive
compensation
0.137**
(0.048)
0.120**
(0.048)
0.117**
(0.048)
0.110+
(0.086)
0.098
(0.085)
Grievance procedure 0.112+
(0.081)
0.078
(0.082)
-0.059
(0.081)
-0.048
(0.296)
-0.012
(0.295)
Decentralized decision making 0.049+
(0.038)
0.032
(0.039)
0.030
(0.039)
-0.087
(0.192)
0.057
(0.099)
Internal Labor market -0.058
(0.111)
-0.156
(0.112)
No -0.037
(0.369)
No
Vertical hierarchy 0.117*
(0.051)
No 0.103*
(0.051)
No 0.164
(0.188)
Training x staffing No No No 0.053
(0.046)
0.072+
(0.045)
Grievance x incentive
compensation
No No No 0.013
(0.104)
0.029
(0.103)
Internal Labor market x
decentralized decision making
No No No -0.031
(0.108)
No
Vertical hierarchy x
decentralized decision making
No No No No -0.014
(0.051)
Nonprofit organization Yes -0.209**
(0.092)
-0.203*
(0.092)
-0.205*
(0.092)
-0.201*
(0.092)
Subsidiary Yes 0.100+
(0.068)
0.128*
(0.067)
0.089+
(0.069)
-0.107+
(0.068)
Log of total employment Yes -0.022
(0.024)
-0.044*
(0.024)
-0.028
(0.025)
-0.047*
(0.024)
Log of firm age Yes -0.073**
(0.026)
-0.076**
(0.026)
-0.076**
(0.026)
-0.078**
(0.026)
Percent managers Yes -0.203+
(0.130)
-0.159
(0.128)
-0.244+
(0.137)
-0.207+
(0.135)
Union pressure Yes -0.051
(0.054)
-0.055
(0.053)
-0.046
(0.055)
-0.051
(0.055)
Product Yes 0.038
(0.118)
0.062
(0.116)
0.052
(0.118)
0.060
(0.117)
Service Yes -0.065
(0.098)
-0.074
(0.098)
-0.065
(0.098)
-0.079
(0.098)
Competitive pressure Yes -0.004
(0.059)
-0.001
(0.059)
-0.004
(0.059)
0.001
(0.059)
Variable Model 1 Model 2 Model 3 Model 4 Model 5
Variable Model 1 Model 2 Model 3 Model
4
Model 5
SIC industry dummies Yes yes yes yes yes
R2 0.182 0.186 0.185 0.190
F 2.515** 2.570** 2.387*
*
2.468**
∆R2 0.032 0.036 0.002 0.003
F for ∆R2 3.582** ͨ 3.953**
ͨ
0.445 ͩ 0.445 ͩ
N 590 590 590 590 590
Variable Model 6 Model 7 Model 8 Model 9 Model 10
Constant Yes 3.429**
(0.512)
3.517**
(0.440)
2.628**
(1.098)
3.960**
(0.723)
Staffing selectivity 0.169**
(0.055)
0.145**
(0.057)
0.147**
(0.057)
0.131*
(0.059)
0.139*
(0.058)
Training 0.114*
(0.057)
0.073
(0.060)
0.076*
(0.058)
0.071
(0.060)
0.082+
(0.059)
Incentive compensation 0.149*
(0.081)
0.125+
(0.081)
0.134*
(0.081)
0.123
(0.108)
0.146+
(0.107)
Grievance procedure 0.083
(0.104)
0.034
(0.105)
-0.034
(0.104)
0.043
(0.459)
-0.111
(0.458)
Decentralized decision making -0.047
(0.061)
-0.071
(0.061)
-0.071
(0.061)
0.162
(0.294)
-0.192
(0.167)
Internal labor market 0.292*
(0.161)
0.134
(0.167)
No 0.588+
(0.566)
No
Vertical hierarchy 0.126+
(0.082)
No 0.099
(0.082)
No -0.134
(0.320)
Training x staffing No No No 0.080
(0.066)
0.069
(0.066)
Grievance x incentive
compensation
No No No 0.001
(0.162)
-0.029
(0.161)
Internal labor market x No No No -0.132 No
Table 4: results of regression analysis for perceived market performance
Vertical hierarchy x
decentralized decision making
No No No No 0.066
(0.083)
Subsidiary Yes -0.047
(0.106)
-0.063
(0.101)
-0.066
(0.108)
-0.087
(0.104)
Log of total employment Yes 0.004
(0.038)
-0.004
(0.039)
0.008
(0.039)
-0.007
(0.040)
Log of firm age Yes -0.132**
(0.037)
-0.129**
(0.037)
-0.136**
(0.037)
-0.130**
(0.037)
Percent managers Yes -0.522**
(0.179)
-0.529**
(0.177)
-0.528**
(0.190)
-0.604**
(0.186)
Union pressure Yes -0.050
(0.094)
-0.049
(0.094)
-0.047
(0.100)
-0.051
(0.099)
Product Yes 0.209+
(0.147)
0.193+
(0.145)
0.191+
(0.148)
0.191+
(0.146)
Service Yes 0.132
(0.125)
0.111
(0.125)
0.121
(0.125)
0.091
(0.126)
Competitive pressure Yes -0.214**
(0.082)
-0.217**
(0.082)
-0.209**
(0.082)
-0.217**
(0.082)
SIC industry dummies Yes Yes Yes Yes Yes
R2 0.263 0.265 0.267 0.269
F 2.466** 2.489** 2.349** 2.373**
R2 0.037 0.039 0.004 0.005
Variable Model 6 Model 7 Model 8 Model 9 Model 10
RESEARCH FINDING AND CONCLUSION
LIMITATIONS
jj
FUTURE SCOPE
THANK YOU!!!

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The Impact of Human Resources Management Practices on Perception of Organizational Performance

  • 1. THE IMPACT OF HUMAN RESOURCES MANAGEMENT PRACTICES ON PERCEPTION OF ORGANIZATIONAL PERFORMANCE THE ACADEMY OF MANAGEMENT JOURNAL, VOL. 39, NO.4, AUG. 1996, PP. 949-969. Presented by: Srijana Pal Sujan Bhattarai Sujata Yadav Surakshya Parajuli Surendra Poudel
  • 6. QUESTIONNAIRES Variable items Mean Range Α Perceived organizational performance How would you compare the organization’s performance over the past 3 years to that of other organizations that do the same kind of work? What about Quality of products, service, or programs? 3.26 1—4 .85 Development of new products, service, or programs? 3.02 Ability to attract essential employees? 2.88 Ability to retain essential employees? 3.01 Satisfaction of customers or clients? 3.17 Relations between management and other employees? 3.00 Relations among employees in general? 2.96 Perceived market performancea Compared to other organizations that do the same kind of work, how would you compare the organization’s performance over the last 3 years in terms of… Marketing? 2.88 1—4 .86 Growth in sales? 2.92 Profitability? 2.90 Table 1a Questionnaire items for the Independent and Dependent variables
  • 7. Employee skills Staffing selectivityb In the past 2 years, about how many applications have you considered for each CORE opening? 0.10 .66 In the past 2 years, about how many applications have you considered for each GSS opening? 0.08 In the past 2 years, about how many applications have you considered for each MANAGERIAL opening? 0.09 Training effectivenessb Apart from on-the-job training, in the past 2 years did the organization provide any employees with formal job training, either on or off the premises? 0.05 .88 Within the last 2 years, how many employees participated in formal job training? 0.08 Overall, how effective would you say your employee training is? 0.04 Table 1 (continued) Variable and items Mean Range α
  • 8. Variable and items Mean Range α Employee motivation Incentive compensation How important is job performance in determining the earnings of managers and administrators? 2.73 1—3 .83 How important is job performance in determining the earnings of COREs? 2.56 How important is job performance in determining the earnings of most GSSs? 2.55 Grievance procedure Are there formal procedures for resolving disputes between employees and their supervisors or coworkers? 0.70 0—1 Table 1 (continued)
  • 9. Structure of jobs and work Decentralized decision making Who actually makes the final decision about the number of people employed here? 2.78 1—5 .91 Who actually makes the final decision about which new employees to hire? 3.77 Who actually makes the final decision about using subcontractors or temporary employees? 3.50 Who actually makes the final decision aboutevaluating worker performance? 4.11 Who actually makes the final decision about worker promotions? 3.63 Who actually makes the final decision about wage rates or salary levels? 2.75 Who actually makes the final decision about discharging or laying off workers? 3.34 Who actually makes the final decision about scheduling and overtime? 4.10 Variable and items Mean Range α
  • 10. Internal labor market Do you sometimes fill CORE vacancies with people already employed at the organization? 1.59 1—2 .82 Is it possible for a CORE to be promoted to a level above CORE? 1.74 Do you sometimes fill GSS vacancies with people already employed at the organization? 1.56 Is it possible for a GSS to be promoted to a level above GSS? 1.69 Do you sometimes fill managerial or administrative vacancies with people already employed at the organization? 1.75 Vertical hierarchyc About how many levels are there between the lowest and highest positions as the organization, including both the lowest and highest levels? 1.85 *N=590, except for perceived market performance, where N=373. Latter was available only for publicly held firms. bStandard score of logged value for all. cValue is a logarithm. Variable and items Mean Range α
  • 12. Variables Mean s.d. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1.Perceived organization al performance 3.05 0.65 2.Perceived market performance 2.85 0.76 0.51 3.Staff selectivity 0.09 0.79 0.01 0.19 4.Training 0.05 0.88 0.06 0.19 0.38 5.Incentive compensatio n 2.62 0.59 0.17 0.13 0.05 0.01 6.Grievance procedure 0.70 0.46 - 0.06 0.12 0.30 0.47 - 0.08 7.Decentrali zed decision making 3.49 0.97 0.07 - 0.01 0.24 0.26 0.18 0.08 8.Internal labor market 1.67 0.35 - 0.06 0.20 0.38 0.56 0.02 0.52 0.22 9.Vertical hierarchy 1.85 0.66 0.02 0.17 0.27 0.46 - 0.01 0.41 0.32 0.52 Table 2 Mean, standard deviations, and Correlations for all variables
  • 13. 10.Nonprofit organization 1.35 0.48 - 0.21 0.21 0.26 - 0.23 0.40 - 0.08 0.20 0.17 11.Subsidiar y 1.44 0.50 0.11 - 0.12 - 0.12 - 0.30 0.07 - 0.43 0.26 - 0.42 - 0.25 - 0.17 12.Log of total employment 4.15 2.36 - 0.06 0.11 0.42 0.64 - 0.04 0.56 0.49 0.67 0.62 0.29 - 0.29 13.Log of firm age 3.16 1.18 - 0.17 - 0.10 0.21 0.28 - 0.01 0.31 0.20 0.34 0.28 0.36 - 0.10 0.43 13.Percent managers 0.24 0.28 0.00 - 0.22 - 0.35 - 0.50 0.05 - 0.49 - 0.20 - 0.55 - 0.46 - 0.27 0.25 - 0.67 - 0.30 14.Union pressure 1.40 0.59 - 0.12 - 0.02 0.15 0.26 - 0.33 0.35 0.00 0.28 0.25 0.21 - 0.28 0.36 0.17 - 0.29 15.Product 0.15 0.36 0.04 0.00 - 0.03 0.11 - 0.01 0.06 0.19 0.11 0.12 - 0.30 - 0.07 0.24 0.04 - 0.11 0.11 16.Service 0.74 0.44 - 0.05 0.05 - 0.01 - 0.06 - 0.03 - 0.07 - 0.20 - 0.16 - 0.10 0.37 0.09 - 0.19 - 0.01 0.08 - 0.11 - 0.72 17.Both product and services 0.10 0.30 0.02 - 0.06 0.05 - 0.04 0.06 0.03 0.03 0.07 0.10 0.00 - 0.17 - 0.05 0.00 - 0.03 0.02 - 0.14 - 0.58 18.Market competition 0.44 0.50 0.12 - 0.13 - 0.01 0.08 0.18 - 0.08 0.17 0.06 0.04 - 0.38 - 0.02 0.07 - 0.05 - 0.04 - 0.07 0.20 - 0.21 0.06 Variables Mean s.d. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
  • 14. REGRESSION TABLE 3: RESULTS OF REGRESSION ANALYSIS FOR PERCEIVED ORGANIZATIONAL PERFORMANCE Variable Model 1 Model 2 Model 3 Model 4 Model 5 Constant Yes 3.517** (0.330) 3.167** (0.288) 3.344** (0.732) 3.334** (0.472) Staffing selectivity 0.044 (0.038) 0.015 (0.038) 0.011 (0.038) -0.001 (0.041) -0.008 (0.040) Training 0.130** (0.040) 0.125** (0.041) 0.111** (0.040) 0.123** (0.041) 0.111** (0.040) Incentive compensation 0.137** (0.048) 0.120** (0.048) 0.117** (0.048) 0.110+ (0.086) 0.098 (0.085) Grievance procedure 0.112+ (0.081) 0.078 (0.082) -0.059 (0.081) -0.048 (0.296) -0.012 (0.295) Decentralized decision making 0.049+ (0.038) 0.032 (0.039) 0.030 (0.039) -0.087 (0.192) 0.057 (0.099) Internal Labor market -0.058 (0.111) -0.156 (0.112) No -0.037 (0.369) No Vertical hierarchy 0.117* (0.051) No 0.103* (0.051) No 0.164 (0.188) Training x staffing No No No 0.053 (0.046) 0.072+ (0.045) Grievance x incentive compensation No No No 0.013 (0.104) 0.029 (0.103) Internal Labor market x decentralized decision making No No No -0.031 (0.108) No
  • 15. Vertical hierarchy x decentralized decision making No No No No -0.014 (0.051) Nonprofit organization Yes -0.209** (0.092) -0.203* (0.092) -0.205* (0.092) -0.201* (0.092) Subsidiary Yes 0.100+ (0.068) 0.128* (0.067) 0.089+ (0.069) -0.107+ (0.068) Log of total employment Yes -0.022 (0.024) -0.044* (0.024) -0.028 (0.025) -0.047* (0.024) Log of firm age Yes -0.073** (0.026) -0.076** (0.026) -0.076** (0.026) -0.078** (0.026) Percent managers Yes -0.203+ (0.130) -0.159 (0.128) -0.244+ (0.137) -0.207+ (0.135) Union pressure Yes -0.051 (0.054) -0.055 (0.053) -0.046 (0.055) -0.051 (0.055) Product Yes 0.038 (0.118) 0.062 (0.116) 0.052 (0.118) 0.060 (0.117) Service Yes -0.065 (0.098) -0.074 (0.098) -0.065 (0.098) -0.079 (0.098) Competitive pressure Yes -0.004 (0.059) -0.001 (0.059) -0.004 (0.059) 0.001 (0.059) Variable Model 1 Model 2 Model 3 Model 4 Model 5
  • 16. Variable Model 1 Model 2 Model 3 Model 4 Model 5 SIC industry dummies Yes yes yes yes yes R2 0.182 0.186 0.185 0.190 F 2.515** 2.570** 2.387* * 2.468** ∆R2 0.032 0.036 0.002 0.003 F for ∆R2 3.582** ͨ 3.953** ͨ 0.445 ͩ 0.445 ͩ N 590 590 590 590 590
  • 17. Variable Model 6 Model 7 Model 8 Model 9 Model 10 Constant Yes 3.429** (0.512) 3.517** (0.440) 2.628** (1.098) 3.960** (0.723) Staffing selectivity 0.169** (0.055) 0.145** (0.057) 0.147** (0.057) 0.131* (0.059) 0.139* (0.058) Training 0.114* (0.057) 0.073 (0.060) 0.076* (0.058) 0.071 (0.060) 0.082+ (0.059) Incentive compensation 0.149* (0.081) 0.125+ (0.081) 0.134* (0.081) 0.123 (0.108) 0.146+ (0.107) Grievance procedure 0.083 (0.104) 0.034 (0.105) -0.034 (0.104) 0.043 (0.459) -0.111 (0.458) Decentralized decision making -0.047 (0.061) -0.071 (0.061) -0.071 (0.061) 0.162 (0.294) -0.192 (0.167) Internal labor market 0.292* (0.161) 0.134 (0.167) No 0.588+ (0.566) No Vertical hierarchy 0.126+ (0.082) No 0.099 (0.082) No -0.134 (0.320) Training x staffing No No No 0.080 (0.066) 0.069 (0.066) Grievance x incentive compensation No No No 0.001 (0.162) -0.029 (0.161) Internal labor market x No No No -0.132 No Table 4: results of regression analysis for perceived market performance
  • 18. Vertical hierarchy x decentralized decision making No No No No 0.066 (0.083) Subsidiary Yes -0.047 (0.106) -0.063 (0.101) -0.066 (0.108) -0.087 (0.104) Log of total employment Yes 0.004 (0.038) -0.004 (0.039) 0.008 (0.039) -0.007 (0.040) Log of firm age Yes -0.132** (0.037) -0.129** (0.037) -0.136** (0.037) -0.130** (0.037) Percent managers Yes -0.522** (0.179) -0.529** (0.177) -0.528** (0.190) -0.604** (0.186) Union pressure Yes -0.050 (0.094) -0.049 (0.094) -0.047 (0.100) -0.051 (0.099) Product Yes 0.209+ (0.147) 0.193+ (0.145) 0.191+ (0.148) 0.191+ (0.146) Service Yes 0.132 (0.125) 0.111 (0.125) 0.121 (0.125) 0.091 (0.126) Competitive pressure Yes -0.214** (0.082) -0.217** (0.082) -0.209** (0.082) -0.217** (0.082) SIC industry dummies Yes Yes Yes Yes Yes R2 0.263 0.265 0.267 0.269 F 2.466** 2.489** 2.349** 2.373** R2 0.037 0.039 0.004 0.005 Variable Model 6 Model 7 Model 8 Model 9 Model 10
  • 19. RESEARCH FINDING AND CONCLUSION