Green Products: Factors exploring the Green purchasing behaviour of South Indian shoppers
HYPOTHESES
H1: ME have positively associated with EK, EA and GPI.
H2: EK has positively associated with EA, SNs, PBC and GPI.
H3: EC has positively associated with EA, SNs, PBC and GPI.
H4: EA has positively associated with GPI.
H5: SNs has positively associated with GPI.
H6: PBC has positively associated with GPI
H7: GPI has positively associated with GPB
Figure 1 Hypothetical conceptual frame work for a research study
4. METHODOLOGY
Sample size 429 participants
Sample area Five cities of three states e.i Telanagna, Andhrapradesh and tamilnadu Sampling methods Non-probability sampling method i.e, Snow ball and purposive
sampling methods
Data collection Primary data and secondary data Data collection tools Survey and interview methods
Research Duration September 2019 to March 2020 (8 months)
Statistical tools Descriptive statistics, ANOVAs, Pearson correlation and Multiple regressions
Soft ware SPSS 23.0 Version, Ms-Word, Excel and power point
Cochran's Sample size formula Z
2* P (P-1)
SS = --- e
2SS = Sample Size
Z = Z-Value/ Confidence Level @ 95% level i.e 1.96
P = % of population picking choice from the total population (40%=0.4) e = Confidence interval/ Marginal error
1.96
2* 0.4 * 0.6 SS = --- .0025
SS = 368.79 (369)
Table 1 Research sample size and rate of response S.n
o Cities State Sample Usable
Returns
Percentage rate 1 Secunderaba
d Telanagna 127 114 89
2 Hyderabad Telanagna 141 129 91
3 Vijayawada Andhra Pradesh 97 81 83
4 Amravati Andhra Pradesh 80 62 77
5 Chennai Tamil Nadu 72 43 59
Total 517 429 82
Descriptive statistics
Age
Frequency Percent Valid Percent Cumulative Percent Valid
Below 25 years
89 20.8 20.8 20.8
26-35 years
218 50.8 50.8 71.6
36-45 years
74 17.2 17.2 88.8
46 and above
48 11.2 11.2 100.0
Total
429 100.0 100.0
Gender
Frequency Percent Valid Percent Cumulative Percent
Valid male
284 66.2 66.2 66.2
female
145 33.8 33.8 100.0
Total
429 100.0 100.0
education
Frequency Percent Valid Percent Cumulative Percent Valid
Below degree
98 22.8 22.8 22.8
Degree
120 28.0 28.0 50.8
PG
139 32.4 32.4 83.2
Above PG
72
16.8 16.8 100.0
Total
429 100.0 100.0
occupation
Frequency Percent Valid Percent Cumulative Percent
Valid
Govt employee 131 30.5 30.5 30.5
Private employee 153 35.7 35.7 66.2
Own Business 51 11.9 11.9 78.1
others 94 21.9 21.9 100.0
Total 429 100.0 100.0
Monthly Income Level
Frequency Percent Valid Percent Cumulative Percent
Valid
Below 25,000 72 16.8 16.8 16.8
25,001 - 35,000 187 43.6 43.6 60.4
35,001 - 45,000 85 19.8 19.8 80.2
45,001 and above 85 19.8 19.8 100.0
Total 487 100.0 100.0
AUTHOR PREPARED
Shopper's Demographic statistics
Shopper's demographics (N=429)
Frequency %
Age
Below 25 years 89 20.7
26-35 years 218 50.8
36-45 years 74 17.2
46 and Above 48 11.2
Gender Male 284 66.2
Female 145 33.8
Education
Below Degree 98 22.8
Degree 120 28.0
PG 139 32.4
Above PG 72 16.8
Occupation
Govt employee 131 30.5
Private employee 153 35.7
Business 51 11.9
Other 94 21.9
Monthly income (in
rupees)
Below 25,000 72 16.8
25,001-35,000 187 43.6
35.001 - 45,000 85 19.8
45,001and Above 85 19.8
RELIABILITY TEST ME
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.788 5
EK
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.712 4
EC
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.810 4
EA
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.739 4
SNs
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.799 3
PBC
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.846 3
GPI
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.831 3
GPB
Case Processing Summary
N %
Cases
Valid 429 100.0
Excludeda 0 .0
Total 429 100.0
a. Listwise deletion based on all variables in the procedure.
Reliability Statistics Cronbach's
Alpha
N of Items
.768 3
Descriptive Statistics
N Mean Std. Deviation
AvgME 429 3.9557 .75095
AvgEA 429 3.9406 .71181
AvgEK 429 3.7686 .79551
AvgEC 429 3.8345 .77282
AvgSNs 429 3.5113 .89547
AvgPBC 429 3.5711 .96104
AvgGPI 429 4.2502 .79952
AvgGPB 429 3.4810 .93754
Valid N (listwise) 429
AUTHOR PREPARED
Variable s
Item
s DC Mean Std. Deviation CA ( >
0.7)
ME 5 5 point LK 3.955
7 .75095 .788
EA 4 5 point LK 3.940
6 .71181 .739
EK 4 5 point LK 3.768
6 .79551 .712
EC 4 5 point LK 3.834
5 .77282 .810
SN 3 5 point LK 3.511
3 .89547 .799
PBC 3 5 point LK 3.571
1 .96104 .846
GPI 3 5 point LK 4.250
2 .79952 .831
GPB 3 5 point LK 3.481
0 .93754 .768
RESULTS OF FACTOR ANALYSIS
ME
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .777
Bartlett's Test of Sphericity
Approx. Chi-Square 621.704
df 10
Sig. .000
Communalities Initial Extraction
ME1 1.000 .622
ME2 1.000 .662
ME3 1.000 .555
ME4 1.000 .370
ME5 1.000 .526
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.736 54.712 54.712 2.736 54.712 54.712
2 .804 16.074 70.786
3 .617 12.336 83.122
4 .505 10.110 93.232
5 .338 6.768 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
ME1 .789
ME2 .814
ME3 .745
ME4 .608
ME5 .725
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
EA
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .730
Bartlett's Test of Sphericity
Approx. Chi-Square 315.032
df 6
Sig. .000
Communalities
Initial Extraction
EA1 1.000 .505
EA2 1.000 .606
EA3 1.000 .594
EA4 1.000 .454
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.159 53.976 53.976 2.159 53.976 53.976
2 .767 19.176 73.152
3 .550 13.748 86.900
4 .524 13.100 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
EA1 .711
EA2 .778
EA3 .771
EA4 .674
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
EK
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .782
Bartlett's Test of Sphericity
Approx. Chi-Square 567.184
df 6
Sig. .000
Communalities Initial Extraction
EK1 1.000 .674
EK2 1.000 .688
EK3 1.000 .685
EK4 1.000 .506
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.553 63.826 63.826 2.553 63.826 63.826
2 .643 16.073 79.899
3 .430 10.760 90.659
4 .374 9.341 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
EK1 .821
EK2 .830
EK3 .827
EK4 .711
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
EC
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .758 Bartlett's Test of Sphericity Approx. Chi-Square 429.934
df 6
Sig. .000
Communalities Initial Extraction
EC1 1.000 .611
EC2 1.000 .463
EC3 1.000 .684
EC4 1.000 .492
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.251 56.264 56.264 2.251 56.264 56.264
2 .863 21.570 77.833
3 .538 13.442 91.276
4 .349 8.724 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
EC1 .782
EC2 .681
EC3 .827
EC4 .702
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
SNs
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .738
Bartlett's Test of Sphericity
Approx. Chi-Square 399.537
df 3
Sig. .000
Communalities Initial Extraction
SNs1 1.000 .717
SNs2 1.000 .737
SNs3 1.000 .687
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.142 71.403 71.403 2.142 71.403 71.403
2 .463 15.448 86.851
3 .394 13.149 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
SNs1 .847
SNs2 .859
SNs3 .829
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
PBC
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .725
Bartlett's Test of Sphericity
Approx. Chi-Square 548.291
df 3
Sig. .000
Communalities Initial Extraction
PBC1 1.000 .718
PBC2 1.000 .811
PBC3 1.000 .764
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.293 76.420 76.420 2.293 76.420 76.420
2 .422 14.055 90.475
3 .286 9.525 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
PBC1 .847
PBC2 .900
PBC3 .874
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
GPI
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .712
Bartlett's Test of Sphericity
Approx. Chi-Square 510.082
df 3
Sig. .000
Communalities Initial Extraction
GPI1 1.000 .692
GPI2 1.000 .779
GP3 1.000 .783
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.254 75.131 75.131 2.254 75.131 75.131
2 .445 14.818 89.949
3 .302 10.051 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
GPI1 .832
GPI2 .883
GP3 .885
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
GPB
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .794
Bartlett's Test of Sphericity
Approx. Chi-Square 331.652
df 3
Sig. .000
Communalities Initial Extraction
GPB1 1.000 .659
GPB2 1.000 .673
GPB3 1.000 .717
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Total % of Variance Cumulative % Total % of Variance Cumulative %
1 2.050 68.324 68.324 2.050 68.324 68.324
2 .517 17.220 85.544
3 .434 14.456 100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component
1
GPB1 .812
GPB2 .821
GPB3 .847
Extraction Method:
Principal Component Analysis.
a. 1 components extracted.
AUTHOR PREPARED
Variables KMO
(NI) X
2; DF EV %Var FL Media Exposure (ME)
ME1 0.777 (5) 621.704; 5 2.73 54.71 .789
(P<0.001) 6 2
ME2 .814
ME3 .745
ME4 .608
ME5 .725
Environmental Attitude (PC) EA1
0.730 (4) 315.032; 6 (P<0.001)
2.15 9
53.97 6
.711
EA2 .778
EA3 .771
EA4 .674
Environmental Knowledge (PA) EK1
0.782 (4) 567.184; 6 (P<0.001)
2.55 3
63.82 6
.821
EK2 .830
EK3 .827
EK4 .711
Environmental concern (EC) EC1
0.758 (4) 429.934; 6
(P<0.001) 2.25 1
56.26 4
.782
EC2 .681
EC3 .827
EC4 .702
Subjective Norms (SNs)
SNs1 0. 738
(3)
399.537; 3 (P<0.001)
2.14 2
71.40 3
.847
SNs2 .859
SNs3 .829
Perceived behavioural control (PBC)
PBC1 0. 725
(3) 548.291; 3
(P<0.001) 2.29 3
76.42 0
.847
PBC2 .900
PBC3 .874
Green purchase Intentions (GPI)
GPI1 0. 712
(3)
510.082; 3 (P<0.001)
2.25 4
75.13 1
.832
GPI2 .883
GPI3 .885
Green purchase Behaviour (GPB)
GPB1 0. 794
(3)
331.652; 3 (P<0.001)
2.05 0
68.32 4
.812
GPB2 .821
GPB3 .847
RESULTS OF CORRELATIONS
Correlations
AvgME AvgEA AvgEK AvgEC AvgSNs AvgPBC AvgGPI AvgGPB
AvgME
Pearson
Correlation 1 .541** .509** .459** .256** .239** .514** .461**
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .000
N 429 429 429 429 429 429 429 429
AvgEA
Pearson
Correlation .541** 1 .476** .468** .315** .228** .480** .430**
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .000
N 429 429 429 429 429 429 429 429
AvgEK
Pearson
Correlation .509** .476** 1 .577** .432** .408** .486** .496**
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .000
N 429 429 429 429 429 429 429 429
AvgEC
Pearson
Correlation .459** .468** .577** 1 .525** .512** .360** .428**
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .008
N 429 429 429 429 429 429 429 429
AvgSNs
Pearson
Correlation .256** .315** .432** .525** 1 .746** .071 .084
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .083
N 429 429 429 429 429 429 429 429
AvgPBC
Pearson
Correlation .239** .228** .408** .512** .746** 1 .489** .388**
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .069
N 429 429 429 429 429 429 429 429
AvgGPI
Pearson
Correlation .514** .480** .486** .360** .071 .489** 1 .519**
Sig. (2-tailed) .000 .000 .000 .000 .000 .000 .000
N 429 429 429 429 429 429 429 429
AvgGPB
Pearson
Correlation .461** .430** .496** .428** .084 .388** .519** 1
Sig. (2-tailed) .000 .000 .000 .008 .083 .069 .000
N 429 429 429 429 429 429 429 429
**. Correlation is significant at the 0.01 level (2-tailed).
AUTHOR PREPARED
ME EA EK EC SNs PBC GPI GPB
ME 1 .541
**s .509
**s .459
**s .256
**s .239
**s .514
**s .461
**s EA 1 .476
**s .468
**s .315
**s .228
**s .480
**s .430
**s EK 1 .577
**s .432
**s .408
**s .486
**s .496
**s
EC 1 .525
**s .512
**s .360
**s .428
**s
SNs 1 .746
**s .071 ns .084 ns
PBC 1 .489
**s .388
**s
GPI 1 .519
**s
GPB 1
**. Correlation is significant at the 0.01 level (2-tailed).
RESULTS OF MULTIPLE REGRESSIONS
H1: ME have positively associated with EK and EA.
Model Summary
Model R R Square Adjusted R
Square
Std. Error of the Estimate
1 .612a .374 .371 .59557
a. Predictors: (Constant), AvgEK, AvgEA
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 90.255 2 45.127 127.226 .000b
Residual 151.104 426 .355
Total 241.359 428
a. Dependent Variable: AvgME
b. Predictors: (Constant), AvgEK, AvgEA
Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients
t Sig.
B Std. Error Beta
1
(Constant) 1.196 .176 6.796 .000
AvgEA .407 .046 .386 8.854 .000
AvgEK .307 .041 .325 7.447 .000
a. Dependent Variable: AvgME
H2: EK has positively associated with EA, SNs, PBC.
Model Summary
Model R R Square Adjusted R
Square
Std. Error of the Estimate
1 .577a .333 .328 .65201
a. Predictors: (Constant), AvgPBC, AvgEA, AvgSNs
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 90.175 3 30.058 70.705 .000b
Residual 180.676 425 .425
Total 270.851 428
a. Dependent Variable: AvgEK
b. Predictors: (Constant), AvgPBC, AvgEA, AvgSNs
Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients
t Sig.
B Std. Error Beta
1
(Constant) .997 .195 5.104 .000
AvgEA .424 .047 .379 9.088 .000
AvgSNs .147 .054 .165 2.706 .007
AvgPBC .164 .049 .198 3.328 .001
a. Dependent Variable: AvgEK
H3: EC has positively associated with EA, SNs, PBC and GPI.
Model Summary
Model R R Square Adjusted R
Square
Std. Error of the Estimate
1 .641a .411 .407 .59522
a. Predictors: (Constant), AvgPBC, AvgEA, AvgSNs
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 105.054 3 35.018 98.842 .000b
Residual 150.570 425 .354
Total 255.624 428
a. Dependent Variable: AvgEC
b. Predictors: (Constant), AvgPBC, AvgEA, AvgSNs
Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients
t Sig.
B Std. Error Beta
1
(Constant) .951 .178 5.330 .000
AvgEA .367 .043 .338 8.629 .000
AvgSNs .183 .050 .212 3.692 .000
AvgPBC .222 .045 .276 4.943 .000
a. Dependent Variable: AvgEC
H1: ME have positively associated with GPI.
H2: EK has positively associated with GPI.
H3: EC has positively associated with GPI
H4: EA has positively associated with GPI.
H5: SNs has positively associated with GPI.
H6: PBC has positively associated with GPI
Model Summary
Model R R Square Adjusted R
Square
Std. Error of the Estimate
1 .613a .376 .367 .63607
a. Predictors: (Constant), AvgME, AvgEA, AvgEK, AvgSNs, AvgEC, AvgPBC
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 102.857 6 17.143 42.372 .000b
Residual 170.733 422 .405
Total 273.590 428
a. Dependent Variable: AvgGPI
b. Predictors: (Constant), AvgME, AvgEA, AvgEK, AvgSNs, AvgEC, AvgPBC
Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 1.229 .210 5.853 .000
AvgME .202 .062 .190 3.287 .001
AvgEA .174 .061 .155 2.853 .005
AvgEK .192 .057 .191 3.396 .001
AvgSNs -.062 .058 -.069 -1.060 .290
AvgEC .222 .086 .200 2.582 .010
AvgPBC .036 .078 .033 .465 .012
a. Dependent Variable: AvgGPI
H7: GPI has positively associated with GPB
Model Summary
Model R R Square Adjusted R
Square
Std. Error of the Estimate
1 .219a .348 .046 .91592
a. Predictors: (Constant), AvgGPI
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 17.989 1 17.989 21.443 .000b
Residual 358.217 427 .839
Total 376.206 428
a. Dependent Variable: AvgGPB b. Predictors: (Constant), AvgGPI
Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 2.391 .239 9.985 .000
AvgGPI .256 .055 .219 4.631 .000
a. Dependent Variable: AvgGPB